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def qteReplaceAppletInLayout(self, newApplet: (QtmacsApplet, str), oldApplet: (QtmacsApplet, str)=None, windowObj: QtmacsWindow=None): """ Replace ``oldApplet`` with ``newApplet`` in the window layout. If ``oldApplet`` is **None** then the currently active applet will be replaced. If ``windowObj`` is **None** then the currently active window is used. The ``oldApplet`` and ``newApplet`` parameters can either be instances of ``QtmacsApplet`` or strings denoting the applet IDs. In the latter case the ``qteGetAppletHandle`` method is used to fetch the respective applet instances. |Args| * ``newApplet`` (**QtmacsApplet**, **str**): applet to add. * ``oldApplet`` (**QtmacsApplet**, **str**): applet to replace. * ``windowObj`` (**QtmacsWindow**): the window in which to operate. |Returns| * **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # If ``oldAppObj`` was specified by its ID (ie. a string) then # fetch the associated ``QtmacsApplet`` instance. If # ``oldAppObj`` is already an instance of ``QtmacsApplet`` # then use it directly. if isinstance(oldApplet, str): oldAppObj = self.qteGetAppletHandle(oldApplet) else: oldAppObj = oldApplet # If ``newAppObj`` was specified by its ID (ie. a string) then # fetch the associated ``QtmacsApplet`` instance. If # ``newAppObj`` is already an instance of ``QtmacsApplet`` # then use it directly. if isinstance(newApplet, str): newAppObj = self.qteGetAppletHandle(newApplet) else: newAppObj = newApplet # Use the currently active window if none was specified. if windowObj is None: windowObj = self.qteActiveWindow() if windowObj is None: msg = 'Cannot determine the currently active window.' self.qteLogger.warning(msg, stack_info=True) return # If the main splitter contains no applet then just add newAppObj. if windowObj.qteAppletSplitter.count() == 0: windowObj.qteAppletSplitter.qteAddWidget(newAppObj) return # If no oldAppObj was specified use the currently active one # instead. Do not use qteActiveApplet to determine it, though, # because it may point to a mini buffer. If it is, then we # need the last active Qtmacs applet. In either case, the # qteNextApplet method will take care of these distinctions. if oldAppObj is None: oldAppObj = self.qteNextApplet(numSkip=0, windowObj=windowObj) # Sanity check: the applet to replace must exist. if oldAppObj is None: msg = 'Applet to replace does not exist.' self.qteLogger.error(msg, stack_info=True) return # Sanity check: do nothing if the old- and new applet are the # same. if newAppObj is oldAppObj: return # Sanity check: do nothing if both applets are already # visible. if oldAppObj.qteIsVisible() and newAppObj.qteIsVisible(): return # Search for the splitter that contains 'oldAppObj'. split = self._qteFindAppletInSplitter( oldAppObj, windowObj.qteAppletSplitter) if split is None: msg = ('Applet <b>{}</b> not replaced because it is not' 'in the layout.'.format(oldAppObj.qteAppletID())) self.qteLogger.warning(msg) return # Determine the position of oldAppObj inside the splitter. oldAppIdx = split.indexOf(oldAppObj) # Replace oldAppObj with newAppObj but maintain the widget sizes. To do # so, first insert newAppObj into the splitter at the position of # oldAppObj. Afterwards, remove oldAppObj by re-parenting it, make # it invisible, and restore the widget sizes. sizes = split.sizes() split.qteInsertWidget(oldAppIdx, newAppObj) oldAppObj.hide(True) split.setSizes(sizes)
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def qteRemoveAppletFromLayout(self, applet: (QtmacsApplet, str)): """ Remove ``applet`` from the window layout. This method removes ``applet`` and implicitly deletes obsolete (ie. half-full) splitters in the process. If ``applet`` is the only visible applet in the layout then it will be replaced with the first invisible applet. If no invisible applets are left then the method does nothing. The ``applet`` parameter can either be an instance of ``QtmacsApplet`` or a string denoting an applet ID. In the latter case the ``qteGetAppletHandle`` method is used to fetch the respective applet instance. If ``applet`` does not refer to an existing applet then nothing happens. |Args| * ``applet`` (**QtmacsApplet**, **str**): the applet to remove from the layout. |Returns| * **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # If ``applet`` was specified by its ID (ie. a string) then # fetch the associated ``QtmacsApplet`` instance. If # ``applet`` is already an instance of ``QtmacsApplet`` then # use it directly. if isinstance(applet, str): appletObj = self.qteGetAppletHandle(applet) else: appletObj = applet # Return immediately if the applet does not exist in any splitter. for window in self._qteWindowList: split = self._qteFindAppletInSplitter( appletObj, window.qteAppletSplitter) if split is not None: break if split is None: return # If the applet lives in the main splitter and is the only # widget there it must be replaced with another applet. This # case needs to be handled separately from the other options # because every other splitter will always contain exactly two # items (ie. two applets, two splitters, or one of each). if (split is window.qteAppletSplitter) and (split.count() == 1): # Remove the existing applet object from the splitter and # hide it. split.widget(0).hide(True) # Get the next available applet to focus on. Try to find a # visible applet in the current window, and if none exists # then pick the first invisible one. If there is neither # a visible nor an invisible applet left then do nothing. nextApp = self.qteNextApplet(windowObj=window) if nextApp is None: nextApp = self.qteNextApplet(skipInvisible=False, skipVisible=True) if nextApp is None: return # Ok, we found an applet to show. split.qteAddWidget(nextApp) return # ------------------------------------------------------------ # If we got until here we know that the splitter (root or not) # contains (at least) two elements. Note: if it contains more # than two elements then there is a bug somewhere. # ------------------------------------------------------------ # Find the index of the object inside the splitter. appletIdx = split.indexOf(appletObj) # Detach the applet from the splitter and make it invisible. appletObj.hide(True) # Verify that really only one additional element is left in # the splitter. If not, then something is wrong. if split.count() != 1: msg = ('Splitter has <b>{}</b> elements left instead of' ' exactly one.'.format(split.count())) self.qteLogger.warning(msg) # Get a reference to the other widget in the splitter (either # a QtmacsSplitter or a QtmacsApplet). otherWidget = split.widget(0) # Is the other widget another splitter? if otherWidget._qteAdmin.widgetSignature == '__QtmacsLayoutSplitter__': # Yes, ``otherWidget`` is a QtmacsSplitter object, # therefore shift all its widgets over to the current # splitter. for ii in range(otherWidget.count()): # Get the next widget from that splitter. Note that we # always pick the widget at the 0'th position because # the splitter will re-index the remaining widgets # after each removal. obj = otherWidget.widget(0) if appletIdx == 0: split.qteAddWidget(obj) else: split.qteInsertWidget(1 + ii, obj) # Delete the child splitter. otherWidget.setParent(None) otherWidget.close() else: # No, ``otherWidget`` is a QtmacsApplet, therefore move it # to the parent splitter and delete the current one, # unless 'split' is the root splitter in which case # nothing happens. if split is not window.qteAppletSplitter: otherWidget.qteReparent(split.parent()) split.setParent(None) split.close()
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:qteKillApplet; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, typed_parameter; 5, 6; 5, 7; 6, identifier:appletID; 7, type; 7, 8; 8, identifier:str; 9, block; 9, 10; 9, 12; 9, 13; 9, 27; 9, 55; 9, 56; 9, 71; 9, 72; 9, 78; 9, 79; 9, 87; 9, 88; 9, 89; 9, 107; 9, 108; 9, 109; 9, 135; 9, 136; 9, 137; 9, 138; 9, 151; 9, 152; 9, 166; 9, 175; 9, 176; 9, 177; 9, 178; 9, 179; 9, 180; 9, 181; 9, 187; 10, expression_statement; 10, 11; 11, comment; 12, comment; 13, expression_statement; 13, 14; 14, assignment; 14, 15; 14, 16; 15, identifier:ID_list; 16, list_comprehension; 16, 17; 16, 22; 17, call; 17, 18; 17, 21; 18, attribute; 18, 19; 18, 20; 19, identifier:_; 20, identifier:qteAppletID; 21, argument_list; 22, for_in_clause; 22, 23; 22, 24; 23, identifier:_; 24, attribute; 24, 25; 24, 26; 25, identifier:self; 26, identifier:_qteAppletList; 27, if_statement; 27, 28; 27, 31; 27, 32; 27, 34; 28, comparison_operator:not; 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def qteKillApplet(self, appletID: str): """ Destroy the applet with ID ``appletID``. This method removes ``appletID`` from Qtmacs permanently - no questions asked. It is the responsibility of the (macro) programmer to use it responsibly. If the applet was visible then the method also takes care of replacing with the next invisible applet, if one is available. If ``appletID`` does not refer to a valid applet then nothing happens. |Args| * ``appletID`` (**str**): name of applet to be destroyed. |Returns| * **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Compile list of all applet IDs. ID_list = [_.qteAppletID() for _ in self._qteAppletList] if appletID not in ID_list: # Do nothing if the applet does not exist. return else: # Get a reference to the actual applet object based on the # name. idx = ID_list.index(appletID) appObj = self._qteAppletList[idx] # Mini applets are killed with a special method. if self.qteIsMiniApplet(appObj): self.qteKillMiniApplet() return # Inform the applet that it is about to be killed. appObj.qteToBeKilled() # Determine the window of the applet. window = appObj.qteParentWindow() # Get the previous invisible applet (*may* come in handy a few # lines below). newApplet = self.qteNextApplet(numSkip=-1, skipInvisible=False, skipVisible=True) # If there is no invisible applet available, or the only available # applet is the one to be killed, then set newApplet to None. if (newApplet is None) or (newApplet is appObj): newApplet = None else: self.qteReplaceAppletInLayout(newApplet, appObj, window) # Ensure that _qteActiveApplet does not point to the applet # to be killed as it will otherwise result in a dangling # pointer. if self._qteActiveApplet is appObj: self._qteActiveApplet = newApplet # Remove the applet object from the applet list. self.qteLogger.debug('Kill applet: <b>{}</b>'.format(appletID)) self._qteAppletList.remove(appObj) # Close the applet and schedule it for destruction. Explicitly # call the sip.delete() method to ensure that all signals are # *immediately* disconnected, as otherwise there is a good # chance that Qtmacs segfaults if Python/Qt thinks the slots # are still connected when really the object does not exist # anymore. appObj.close() sip.delete(appObj)
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def qteRunHook(self, hookName: str, msgObj: QtmacsMessage=None): """ Trigger the hook named ``hookName`` and pass on ``msgObj``. This will call all slots associated with ``hookName`` but without calling the event loop in between. Therefore, if one slots changes the state of the GUI, every subsequent slot may have difficulties determining the actual state of the GUI using Qt accessor functions. It is thus usually a good idea to either avoid manipulating the GUI directly, or call macros because Qtmacs will always run the event loop in between any two macros. .. note: the slots are executed in the order in which they were registered via ``qteConnectHook``, but there is no guarantee that this is really so. However, it is guaranteed that all slots will be triggered, even if some raise an error during the execution. |Args| * ``hookName`` (**str**): the name of the hook to trigger. * ``msgObj`` (**QtmacsMessage**): data passed to the function. |Returns| * **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Shorthand. reg = self._qteRegistryHooks # Do nothing if there are not recipients for the hook. if hookName not in reg: return # Create an empty ``QtmacsMessage`` object if none was provided. if msgObj is None: msgObj = QtmacsMessage() # Add information about the hook that will deliver ``msgObj``. msgObj.setHookName(hookName) # Try to call each slot. Intercept any errors but ensure that # really all slots are called, irrespective of how many of them # raise an error during execution. for fun in reg[hookName]: try: fun(msgObj) except Exception as err: # Format the error message. msg = '<b>{}</b>-hook function <b>{}</b>'.format( hookName, str(fun)[1:-1]) msg += " did not execute properly." if isinstance(err, QtmacsArgumentError): msg += '<br/>' + str(err) # Log the error. self.qteLogger.exception(msg, exc_info=True, stack_info=True)
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def qteMacroNameMangling(self, macroCls): """ Convert the class name of a macro class to macro name. The name mangling inserts a '-' character after every capital letter and then lowers the entire string. Example: if the class name of ``macroCls`` is 'ThisIsAMacro' then this method will return 'this-is-a-macro', ie. every capital letter (except the first) will be prefixed with a hyphen and changed to lower case. The method returns the name mangled macro name or **None** if an error occurred. |Args| * ``macroCls`` (**QtmacsMacro**): ``QtmacsMacro``- or derived class (not an instance!) |Returns| **str**: the name mangled string or **None** if an error occurred. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Replace camel bump as hyphenated lower case string. macroName = re.sub(r"([A-Z])", r'-\1', macroCls.__name__) # If the first character of the class name was a # capital letter (likely) then the above substitution would have # resulted in a leading hyphen. Remove it. if macroName[0] == '-': macroName = macroName[1:] # Return the lower case string. return macroName.lower()
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def qteRegisterMacro(self, macroCls, replaceMacro: bool=False, macroName: str=None): """ Register a macro. If ``macroName`` is **None** then its named is deduced from its class name (see ``qteMacroNameMangling`` for details). Multiple macros with the same name can co-exist as long as their applet- and widget signatures, as reported by the ``qteAppletSignature`` and ``qteWidgetSignature`` methods, differ. If ``macroCls`` has the same name and signatures as an already registered macro then the ``replaceMacro`` flag decides: * **True**: the existing macro will be replaced for all applet- and widget signatures specified by the new macro ``macroCls``. * **False**: the ``macroCls`` will not be registered. The method returns **None** if an error occurred (eg. the macro constructor is faulty), or the macro name as a string. If a macro was already registered and not replaced (ie. ``replaceMacro``) then the macro name is returned nonetheless. .. note:: if an existing macro is replaced the old macro is not deleted (it probably should be, though). |Args| * ``macroCls`` (**QtmacsMacro**): QtmacsMacro or derived (not type checked!) * ``replaceMacro`` (**bool**): whether or not to replace an existing macro. * ``macroName`` (**str**): the name under which the macro should be registered. |Returns| **str**: the name of the just registered macro, or **None** if that failed. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Check type of input arguments. if not issubclass(macroCls, QtmacsMacro): args = ('macroCls', 'class QtmacsMacro', inspect.stack()[0][3]) raise QtmacsArgumentError(*args) # Try to instantiate the macro class. try: macroObj = macroCls() except Exception: msg = 'The macro <b>{}</b> has a faulty constructor.' msg = msg.format(macroCls.__name__) self.qteLogger.error(msg, stack_info=True) return None # The three options to determine the macro name, in order of # precedence, are: passed to this function, specified in the # macro constructor, name mangled. if macroName is None: # No macro name was passed to the function. if macroObj.qteMacroName() is None: # The macro has already named itself. macroName = self.qteMacroNameMangling(macroCls) else: # The macro name is inferred from the class name. macroName = macroObj.qteMacroName() # Let the macro know under which name it is known inside Qtmacs. macroObj._qteMacroName = macroName # Ensure the macro has applet signatures. if len(macroObj.qteAppletSignature()) == 0: msg = 'Macro <b>{}</b> has no applet signatures.'.format(macroName) self.qteLogger.error(msg, stack_info=True) return None # Ensure the macro has widget signatures. if len(macroObj.qteWidgetSignature()) == 0: msg = 'Macro <b>{}</b> has no widget signatures.'.format(macroName) self.qteLogger.error(msg, stack_info=True) return None # Flag to indicate that at least one new macro type was # registered. anyRegistered = False # Iterate over all applet signatures. for app_sig in macroObj.qteAppletSignature(): # Iterate over all widget signatures. for wid_sig in macroObj.qteWidgetSignature(): # Infer the macro name from the class name of the # passed macro object. macroNameInternal = (macroName, app_sig, wid_sig) # If a macro with this name already exists then either # replace it, or skip the registration process for the # new one. if macroNameInternal in self._qteRegistryMacros: if replaceMacro: # Remove existing macro. tmp = self._qteRegistryMacros.pop(macroNameInternal) msg = 'Replacing existing macro <b>{}</b> with new {}.' msg = msg.format(macroNameInternal, macroObj) self.qteLogger.info(msg) tmp.deleteLater() else: msg = 'Macro <b>{}</b> already exists (not replaced).' msg = msg.format(macroNameInternal) self.qteLogger.info(msg) # Macro was not registered for this widget # signature. continue # Add macro object to the registry. self._qteRegistryMacros[macroNameInternal] = macroObj msg = ('Macro <b>{}</b> successfully registered.' .format(macroNameInternal)) self.qteLogger.info(msg) anyRegistered = True # Return the name of the macro, irrespective of whether or not # it is a newly created macro, or if the old macro was kept # (in case of a name conflict). return macroName
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def qteGetMacroObject(self, macroName: str, widgetObj: QtGui.QWidget): """ Return macro that is name- and signature compatible with ``macroName`` and ``widgetObj``. The method considers all macros with name ``macroName`` and returns the one that matches 'best'. To determine this best match, the applet-and widget signatures of the macro are compared to those of ``widgetObj`` and picked in the following order: 1. Applet- and widget signature of both match. 2. Widget signature matches, applet signature in macro is "*" 3. Applet signature matches, widget signature in macro is "*" 4. Macro reports "*" for both its applet- and widget signature. If the macro does not fit any of these four criteria, then no compatible macro is available and the method returns **None**. |Args| * ``macroName`` (**str**): name of macro. * ``widgetObj`` (**QWidget**): widget for which a compatible macro is sought. |Returns| * **QtmacsMacro**: best matching macro, or **None**. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Determine the applet- and widget signature. This is trivial # if the widget was registered with Qtmacs because its # '_qteAdmin' attribute will provide this information. If, on # the other hand, the widget was not registered with Qtmacs # then it has no signature, yet its parent applet must because # every applet has one. The only exception when the applet # signature is therefore when there are no applets to begin # with, ie. the the window is empty. if hasattr(widgetObj, '_qteAdmin'): app_signature = widgetObj._qteAdmin.appletSignature wid_signature = widgetObj._qteAdmin.widgetSignature # Return immediately if the applet signature is None # (should be impossible). if app_signature is None: msg = 'Applet has no signature.' self.qteLogger.error(msg, stack_info=True) return None else: wid_signature = None app = qteGetAppletFromWidget(widgetObj) if app is None: app_signature = None else: app_signature = app._qteAdmin.appletSignature # Find all macros with name 'macroName'. This will produce a list of # tuples with entries (macroName, app_sig, wid_sig). name_match = [m for m in self._qteRegistryMacros if m[0] == macroName] # Find all macros with a compatible applet signature. This is # produce another list of tuples with the same format as # the name_match list (see above). app_sig_match = [_ for _ in name_match if _[1] in (app_signature, '*')] if wid_signature is None: wid_sig_match = [_ for _ in app_sig_match if _[2] == '*'] else: # Find all macros with a compatible widget signature. This is # a list of tuples, each tuple consisting of (macroName, # app_sig, wid_sig). wid_sig_match = [_ for _ in app_sig_match if _[2] in (wid_signature, '*')] # Pick a macro. if len(wid_sig_match) == 0: # No macro is compatible with either the applet- or widget # signature. return None elif len(wid_sig_match) == 1: match = wid_sig_match[0] # Exactly one macro is compatible with either the applet- # or widget signature. return self._qteRegistryMacros[match] else: # Found multiple matches. For any given macro 'name', # applet signature 'app', and widget signature 'wid' there # can be at most four macros in the list: *:*:name, # wid:*:name, *:app:name, and wid:app:name. # See if there is a macro for which both the applet and # widget signature match. tmp = [match for match in wid_sig_match if (match[1] != '*') and (match[2] != '*')] if len(tmp) > 0: match = tmp[0] return self._qteRegistryMacros[match] # See if there is a macro with a matching widget signature. tmp = [match for match in wid_sig_match if match[2] != '*'] if len(tmp) > 0: match = tmp[0] return self._qteRegistryMacros[match] # See if there is a macro with a matching applet signature. tmp = [match for match in wid_sig_match if match[1] != '*'] if len(tmp) > 0: match = tmp[0] return self._qteRegistryMacros[match] # At this point only one possibility is left, namely a # generic macro that is applicable to arbitrary applets # and widgets, eg. NextApplet. tmp = [match for match in wid_sig_match if (match[1] == '*') and (match[2] == '*')] if len(tmp) > 0: match = tmp[0] return self._qteRegistryMacros[match] # This should be impossible. msg = 'No compatible macro found - should be impossible.' self.qteLogger.error(msg, stack_info=True)
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def qteGetAllMacroNames(self, widgetObj: QtGui.QWidget=None): """ Return all macro names known to Qtmacs as a list. If ``widgetObj`` is **None** then the names of all registered macros are returned as a tuple. Otherwise, only those macro compatible with ``widgetObj`` are returned. See ``qteGetMacroObject`` for the definition of a compatible macro. |Args| * ``widgetObj`` (**QWidget**): widget with which the macros must be compatible. |Returns| * **tuple**: tuple of macro names. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # The keys of qteRegistryMacros are (macroObj, app_sig, # wid_sig) tuples. Get them, extract the macro names, and # remove all duplicates. macro_list = tuple(self._qteRegistryMacros.keys()) macro_list = [_[0] for _ in macro_list] macro_list = tuple(set(macro_list)) # If no widget object was supplied then omit the signature # check and return the macro list verbatim. if widgetObj is None: return macro_list else: # Use qteGetMacroObject to compile a list of macros that # are compatible with widgetObj. This list contains # (macroObj, macroName, app_sig, wid_sig) tuples. macro_list = [self.qteGetMacroObject(macroName, widgetObj) for macroName in macro_list] # Remove all elements where macroObj=None. This is the # case if no compatible macro with the specified name # could be found for widgetObj. macro_list = [_.qteMacroName() for _ in macro_list if _ is not None] return macro_list
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def qteBindKeyGlobal(self, keysequence, macroName: str): """ Associate ``macroName`` with ``keysequence`` in all current applets. This method will bind ``macroName`` to ``keysequence`` in the global key map and **all** local key maps. This also applies for all applets (and their constituent widgets) yet to be instantiated because they will inherit a copy of the global keymap. .. note:: This binding is signature independent. If the ``macroName`` was not registered the method returns **False**. The ``keysequence`` can be specified either as a string (eg '<ctrl>+x <ctrl>+f'), or a list of tuples containing the constants from the ``QtCore.Qt`` name space (eg. [(ControlModifier, Key_X), (ControlModifier, Key_F)]), or as a ``QtmacsKeysequence`` object. |Args| * ``keysequence`` (**str**, **list** of **tuples**, **QtmacsKeysequence**): key sequence to activate ``macroName`` for specified ``widgetSignature``. * ``macroName`` (**str**): name of macro to associate with ``keysequence``. |Returns| **bool**: **True** if the binding was successful. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. * **QtmacsKeysequenceError** if the provided ``keysequence`` could not be parsed. """ # Convert the key sequence into a QtmacsKeysequence object, or # raise an QtmacsOtherError if the conversion is impossible. keysequence = QtmacsKeysequence(keysequence) # Sanity check: the macro must have been registered # beforehand. if not self.qteIsMacroRegistered(macroName): msg = 'Cannot globally bind key to unknown macro <b>{}</b>.' msg = msg.format(macroName) self.qteLogger.error(msg, stack_info=True) return False # Insert/overwrite the key sequence and associate it with the # new macro. self._qteGlobalKeyMap.qteInsertKey(keysequence, macroName) # Now update the local key map of every applet. Note that # globally bound macros apply to every applet (hence the loop # below) and every widget therein (hence the "*" parameter for # the widget signature). for app in self._qteAppletList: self.qteBindKeyApplet(keysequence, macroName, app) return True
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def qteRegisterApplet(self, cls, replaceApplet: bool=False): """ Register ``cls`` as an applet. The name of the applet is the class name of ``cls`` itself. For instance, if the applet was defined and registered as class NewApplet17(QtmacsApplet): ... app_name = qteRegisterApplet(NewApplet17) then the applet will be known as *NewApplet17*, which is also returned in ``app_name``. If an applet with this name already exists then ``replaceApplet`` decides whether the registration will overwrite the existing definition or ignore the registration request altogether. In the first case, none of the already instantiated applets will be affected, only newly created ones will use the new definition. .. note:: this method expects a *class*, not an instance. |Args| * ``cls`` (**class QtmacsApplet**): this must really be a class, not an instance. * ``replaceApplet`` (**bool**): if applet with same name exists, then replace it. |Returns| * **str**: name under which the applet was registered with Qtmacs. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Check type of input arguments. if not issubclass(cls, QtmacsApplet): args = ('cls', 'class QtmacsApplet', inspect.stack()[0][3]) raise QtmacsArgumentError(*args) # Extract the class name as string, because this is the name # under which the applet will be known. class_name = cls.__name__ # Issue a warning if an applet with this name already exists. if class_name in self._qteRegistryApplets: msg = 'The original applet <b>{}</b>'.format(class_name) if replaceApplet: msg += ' was redefined.' self.qteLogger.warning(msg) else: msg += ' was not redefined.' self.qteLogger.warning(msg) return class_name # Execute the classmethod __qteRegisterAppletInit__ to # allow the applet to make global initialisations that do # not depend on a particular instance, eg. the supported # file types. cls.__qteRegisterAppletInit__() # Add the class (not instance!) to the applet registry. self._qteRegistryApplets[class_name] = cls self.qteLogger.info('Applet <b>{}</b> now registered.' .format(class_name)) return class_name
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def start(self, **kwargs): """ Start the commands of this organizer Parameters ---------- ``**kwargs`` Any keyword from the :attr:`commands` or :attr:`parser_commands` attribute Returns ------- argparse.Namespace The namespace with the commands as given in ``**kwargs`` and the return values of the corresponding method""" ts = {} ret = {} info_parts = {'info', 'get-value', 'get_value'} for cmd in self.commands: parser_cmd = self.parser_commands.get(cmd, cmd) if parser_cmd in kwargs or cmd in kwargs: kws = kwargs.get(cmd, kwargs.get(parser_cmd)) if isinstance(kws, Namespace): kws = vars(kws) func = getattr(self, cmd or 'main') ret[cmd] = func(**kws) if cmd not in info_parts: ts[cmd] = str(dt.datetime.now()) exp = self._experiment project_parts = {'setup'} projectname = self._projectname if (projectname is not None and project_parts.intersection(ts) and projectname in self.config.projects): self.config.projects[projectname]['timestamps'].update( {key: ts[key] for key in project_parts.intersection(ts)}) elif not ts: # don't make modifications for info self.no_modification = True if exp is not None and exp in self.config.experiments: projectname = self.projectname try: ts.update(self.config.projects[projectname]['timestamps']) except KeyError: pass if not self.is_archived(exp): self.config.experiments[exp]['timestamps'].update(ts) return Namespace(**ret)
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def app_main(self, experiment=None, last=False, new=False, verbose=False, verbosity_level=None, no_modification=False, match=False): """ The main function for parsing global arguments Parameters ---------- experiment: str The id of the experiment to use last: bool If True, the last experiment is used new: bool If True, a new experiment is created verbose: bool Increase the verbosity level to DEBUG. See also `verbosity_level` for a more specific determination of the verbosity verbosity_level: str or int The verbosity level to use. Either one of ``'DEBUG', 'INFO', 'WARNING', 'ERROR'`` or the corresponding integer (see pythons logging module) no_modification: bool If True/set, no modifications in the configuration files will be done match: bool If True/set, interprete `experiment` as a regular expression (regex) und use the matching experiment""" if match: patt = re.compile(experiment) matches = list(filter(patt.search, self.config.experiments)) if len(matches) > 1: raise ValueError("Found multiple matches for %s: %s" % ( experiment, matches)) elif len(matches) == 0: raise ValueError("No experiment matches %s" % experiment) experiment = matches[0] if last and self.config.experiments: self.experiment = None elif new and self.config.experiments: try: self.experiment = utils.get_next_name(self.experiment) except ValueError: raise ValueError( "Could not estimate an experiment id! Please use the " "experiment argument to provide an id.") else: self._experiment = experiment if verbose: verbose = logging.DEBUG elif verbosity_level: if verbosity_level in ['DEBUG', 'INFO', 'WARNING', 'ERROR']: verbose = getattr(logging, verbosity_level) else: verbose = int(verbosity_level) if verbose: logging.getLogger( utils.get_toplevel_module(inspect.getmodule(self))).setLevel( verbose) self.logger.setLevel(verbose) self.no_modification = no_modification
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def configure(self, global_config=False, project_config=False, ifile=None, forcing=None, serial=False, nprocs=None, update_from=None, **kwargs): """ Configure the project and experiments Parameters ---------- global_config: bool If True/set, the configuration are applied globally (already existing and configured experiments are not impacted) project_config: bool Apply the configuration on the entire project instance instead of only the single experiment (already existing and configured experiments are not impacted) ifile: str The input file for the project. Must be a netCDF file with population data forcing: str The input file for the project containing variables with population evolution information. Possible variables in the netCDF file are *movement* containing the number of people to move and *change* containing the population change (positive or negative) serial: bool Do the parameterization always serial (i.e. not in parallel on multiple processors). Does automatically impact global settings nprocs: int or 'all' Maximum number of processes to when making the parameterization in parallel. Does automatically impact global settings and disables `serial` update_from: str Path to a yaml configuration file to update the specified configuration with it ``**kwargs`` Other keywords for the :meth:`app_main` method""" if global_config: d = self.config.global_config elif project_config: self.app_main(**kwargs) d = self.config.projects[self.projectname] else: d = self.config.experiments[self.experiment] if ifile is not None: d['input'] = osp.abspath(ifile) if forcing is not None: d['forcing'] = osp.abspath(forcing) if update_from is not None: with open('update_from') as f: d.update(yaml.load(f)) global_config = self.config.global_config if serial: global_config['serial'] = True elif nprocs: nprocs = int(nprocs) if nprocs != 'all' else nprocs global_config['serial'] = False global_config['nprocs'] = nprocs
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33, string:"any"; 34, pair; 34, 35; 34, 36; 35, string:"pale_children"; 36, list:["timestamp"]; 36, 37; 37, string:"timestamp"; 38, pair; 38, 39; 38, 40; 39, string:"datetime-only"; 40, dictionary; 40, 41; 41, pair; 41, 42; 41, 43; 42, string:"parent"; 43, string:"any"; 44, pair; 44, 45; 44, 46; 45, string:"date-only"; 46, dictionary; 46, 47; 46, 50; 47, pair; 47, 48; 47, 49; 48, string:"parent"; 49, string:"any"; 50, pair; 50, 51; 50, 52; 51, string:"pale_children"; 52, list:["date"]; 52, 53; 53, string:"date"; 54, pair; 54, 55; 54, 56; 55, string:"number"; 56, dictionary; 56, 57; 57, pair; 57, 58; 57, 59; 58, string:"parent"; 59, string:"any"; 60, pair; 60, 61; 60, 62; 61, string:"boolean"; 62, dictionary; 62, 63; 62, 66; 63, pair; 63, 64; 63, 65; 64, string:"parent"; 65, string:"any"; 66, pair; 66, 67; 66, 68; 67, string:"pale_children"; 68, list:["boolean"]; 68, 69; 69, string:"boolean"; 70, pair; 70, 71; 70, 72; 71, string:"string"; 72, dictionary; 72, 73; 72, 76; 73, pair; 73, 74; 73, 75; 74, string:"parent"; 75, string:"any"; 76, pair; 76, 77; 76, 78; 77, string:"pale_children"; 78, list:["url", "string", "uri"]; 78, 79; 78, 80; 78, 81; 79, string:"url"; 80, string:"string"; 81, string:"uri"; 82, pair; 82, 83; 82, 84; 83, string:"null"; 84, dictionary; 84, 85; 85, pair; 85, 86; 85, 87; 86, string:"parent"; 87, string:"any"; 88, pair; 88, 89; 88, 90; 89, string:"file"; 90, dictionary; 90, 91; 91, pair; 91, 92; 91, 93; 92, string:"parent"; 93, string:"any"; 94, pair; 94, 95; 94, 96; 95, string:"array"; 96, dictionary; 96, 97; 96, 100; 97, pair; 97, 98; 97, 99; 98, string:"parent"; 99, string:"any"; 100, pair; 100, 101; 100, 102; 101, string:"pale_children"; 102, list:["list"]; 102, 103; 103, string:"list"; 104, pair; 104, 105; 104, 106; 105, string:"object"; 106, dictionary; 106, 107; 107, pair; 107, 108; 107, 109; 108, string:"parent"; 109, string:"any"; 110, pair; 110, 111; 110, 112; 111, string:"union"; 112, dictionary; 112, 113; 113, pair; 113, 114; 113, 115; 114, string:"parent"; 115, string:"any"; 116, pair; 116, 117; 116, 118; 117, string:"XSD Schema"; 118, dictionary; 118, 119; 119, pair; 119, 120; 119, 121; 120, string:"parent"; 121, string:"any"; 122, pair; 122, 123; 122, 124; 123, string:"JSON Schema"; 124, dictionary; 124, 125; 125, pair; 125, 126; 125, 127; 126, string:"parent"; 127, string:"any"; 128, pair; 128, 129; 128, 130; 129, string:"integer"; 130, dictionary; 130, 131; 130, 134; 131, pair; 131, 132; 131, 133; 132, string:"parent"; 133, string:"number"; 134, pair; 134, 135; 134, 136; 135, string:"pale_children"; 136, list:["integer"]; 136, 137; 137, string:"integer"; 138, expression_statement; 138, 139; 139, assignment; 139, 140; 139, 141; 140, identifier:basic_types; 141, dictionary; 142, comment; 143, comment; 144, for_statement; 144, 145; 144, 146; 144, 147; 144, 148; 145, identifier:field; 146, identifier:fields; 147, comment; 148, block; 148, 149; 149, if_statement; 149, 150; 149, 155; 150, call; 150, 151; 150, 152; 151, identifier:hasattr; 152, argument_list; 152, 153; 152, 154; 153, identifier:field; 154, string:"value_type"; 155, block; 155, 156; 155, 168; 155, 169; 155, 170; 156, expression_statement; 156, 157; 157, assignment; 157, 158; 157, 159; 158, identifier:type_name; 159, call; 159, 160; 159, 165; 160, attribute; 160, 161; 160, 164; 161, attribute; 161, 162; 161, 163; 162, identifier:field; 163, identifier:value_type; 164, identifier:replace; 165, argument_list; 165, 166; 165, 167; 166, string:" "; 167, string:"_"; 168, comment; 169, comment; 170, if_statement; 170, 171; 170, 184; 171, boolean_operator:and; 171, 172; 171, 180; 171, 181; 172, boolean_operator:and; 172, 173; 172, 176; 172, 177; 173, comparison_operator:not; 173, 174; 173, 175; 174, identifier:type_name; 175, identifier:raml_built_in_types; 176, line_continuation:\; 177, comparison_operator:not; 177, 178; 177, 179; 178, identifier:type_name; 179, identifier:basic_types; 180, line_continuation:\; 181, comparison_operator:not; 181, 182; 181, 183; 182, identifier:type_name; 183, identifier:existing_types; 184, block; 184, 185; 184, 191; 184, 192; 184, 216; 184, 217; 184, 218; 185, expression_statement; 185, 186; 186, assignment; 186, 187; 186, 190; 187, subscript; 187, 188; 187, 189; 188, identifier:basic_types; 189, identifier:type_name; 190, dictionary; 191, comment; 192, if_statement; 192, 193; 192, 198; 193, call; 193, 194; 193, 195; 194, identifier:hasattr; 195, argument_list; 195, 196; 195, 197; 196, identifier:field; 197, string:"__doc__"; 198, block; 198, 199; 198, 208; 199, expression_statement; 199, 200; 200, assignment; 200, 201; 200, 202; 201, identifier:modified_description; 202, call; 202, 203; 202, 204; 203, identifier:clean_description; 204, argument_list; 204, 205; 205, attribute; 205, 206; 205, 207; 206, identifier:field; 207, identifier:__doc__; 208, expression_statement; 208, 209; 209, assignment; 209, 210; 209, 215; 210, subscript; 210, 211; 210, 214; 211, subscript; 211, 212; 211, 213; 212, identifier:basic_types; 213, identifier:type_name; 214, string:"description"; 215, identifier:modified_description; 216, comment; 217, comment; 218, for_statement; 218, 219; 218, 220; 218, 221; 219, identifier:raml_type; 220, identifier:raml_built_in_types; 221, block; 221, 222; 222, if_statement; 222, 223; 222, 228; 222, 247; 223, comparison_operator:in; 223, 224; 223, 225; 224, string:"pale_children"; 225, subscript; 225, 226; 225, 227; 226, identifier:raml_built_in_types; 227, identifier:raml_type; 228, block; 228, 229; 229, if_statement; 229, 230; 229, 237; 230, comparison_operator:in; 230, 231; 230, 232; 231, identifier:type_name; 232, subscript; 232, 233; 232, 236; 233, subscript; 233, 234; 233, 235; 234, identifier:raml_built_in_types; 235, identifier:raml_type; 236, string:"pale_children"; 237, block; 237, 238; 237, 246; 238, expression_statement; 238, 239; 239, assignment; 239, 240; 239, 245; 240, subscript; 240, 241; 240, 244; 241, subscript; 241, 242; 241, 243; 242, identifier:basic_types; 243, identifier:type_name; 244, string:"type"; 245, identifier:raml_type; 246, break_statement; 247, else_clause; 247, 248; 247, 249; 247, 250; 248, comment; 249, comment; 250, block; 250, 251; 251, if_statement; 251, 252; 251, 261; 251, 305; 251, 306; 252, boolean_operator:and; 252, 253; 252, 258; 253, call; 253, 254; 253, 255; 254, identifier:hasattr; 255, argument_list; 255, 256; 255, 257; 256, identifier:field; 257, string:"is_list"; 258, attribute; 258, 259; 258, 260; 259, identifier:field; 260, identifier:is_list; 261, block; 261, 262; 261, 270; 261, 271; 262, expression_statement; 262, 263; 263, assignment; 263, 264; 263, 269; 264, subscript; 264, 265; 264, 268; 265, subscript; 265, 266; 265, 267; 266, identifier:basic_types; 267, identifier:type_name; 268, string:"type"; 269, string:"array"; 270, comment; 271, if_statement; 271, 272; 271, 283; 271, 294; 271, 295; 272, boolean_operator:and; 272, 273; 272, 278; 273, call; 273, 274; 273, 275; 274, identifier:hasattr; 275, argument_list; 275, 276; 275, 277; 276, identifier:field; 277, string:"list_item_type"; 278, comparison_operator:!=; 278, 279; 278, 282; 279, attribute; 279, 280; 279, 281; 280, identifier:field; 281, identifier:list_item_type; 282, None; 283, block; 283, 284; 284, expression_statement; 284, 285; 285, assignment; 285, 286; 285, 291; 286, subscript; 286, 287; 286, 290; 287, subscript; 287, 288; 287, 289; 288, identifier:basic_types; 289, identifier:type_name; 290, string:"items"; 291, attribute; 291, 292; 291, 293; 292, identifier:field; 293, identifier:list_item_type; 294, comment; 295, else_clause; 295, 296; 296, block; 296, 297; 297, expression_statement; 297, 298; 298, assignment; 298, 299; 298, 304; 299, subscript; 299, 300; 299, 303; 300, subscript; 300, 301; 300, 302; 301, identifier:basic_types; 302, identifier:type_name; 303, string:"items"; 304, string:"base"; 305, comment; 306, else_clause; 306, 307; 307, block; 307, 308; 307, 316; 307, 317; 308, expression_statement; 308, 309; 309, assignment; 309, 310; 309, 311; 310, identifier:pale_parent_class; 311, subscript; 311, 312; 311, 315; 312, attribute; 312, 313; 312, 314; 313, identifier:field; 314, identifier:__mro__; 315, integer:1; 316, comment; 317, if_statement; 317, 318; 317, 323; 317, 332; 317, 333; 318, comparison_operator:==; 318, 319; 318, 322; 319, attribute; 319, 320; 319, 321; 320, identifier:pale_parent_class; 321, identifier:__name__; 322, string:"object"; 323, block; 323, 324; 324, expression_statement; 324, 325; 325, assignment; 325, 326; 325, 331; 326, subscript; 326, 327; 326, 330; 327, subscript; 327, 328; 327, 329; 328, identifier:basic_types; 329, identifier:type_name; 330, string:"type"; 331, string:"object"; 332, comment; 333, else_clause; 333, 334; 334, block; 334, 335; 335, expression_statement; 335, 336; 336, assignment; 336, 337; 336, 342; 337, subscript; 337, 338; 337, 341; 338, subscript; 338, 339; 338, 340; 339, identifier:basic_types; 340, identifier:type_name; 341, string:"type"; 342, attribute; 342, 343; 342, 344; 343, identifier:pale_parent_class; 344, identifier:value_type; 345, expression_statement; 345, 346; 346, assignment; 346, 347; 346, 348; 347, identifier:ordered_basic_types; 348, call; 348, 349; 348, 350; 349, identifier:OrderedDict; 350, argument_list; 350, 351; 351, call; 351, 352; 351, 353; 352, identifier:sorted; 353, argument_list; 353, 354; 353, 359; 354, call; 354, 355; 354, 358; 355, attribute; 355, 356; 355, 357; 356, identifier:basic_types; 357, identifier:items; 358, argument_list; 359, keyword_argument; 359, 360; 359, 361; 360, identifier:key; 361, lambda; 361, 362; 361, 364; 362, lambda_parameters; 362, 363; 363, identifier:t; 364, subscript; 364, 365; 364, 366; 365, identifier:t; 366, integer:0; 367, expression_statement; 367, 368; 368, assignment; 368, 369; 368, 370; 369, identifier:basic_docs; 370, call; 370, 371; 370, 372; 371, identifier:generate_type_docs; 372, argument_list; 372, 373; 373, identifier:ordered_basic_types; 374, return_statement; 374, 375; 375, tuple; 375, 376; 375, 377; 376, identifier:basic_docs; 377, identifier:basic_types
def generate_basic_type_docs(fields, existing_types): """Map resource types to their RAML equivalents. Expects fields to be a list of modules - each module would be something like pale.fields. Expects existing_types to be a list of dict of existing types, which will take precedence and prevent a new type with the same name from being added. For more on RAML built-in-types, see: https://github.com/raml-org/raml-spec/blob/master/versions/raml-10/raml-10.md#built-in-types """ # These types are standard in RAML 1.0 # They should not be defined in the RAML file that we return # We will inherit from them in the types we define raml_built_in_types = { "any": { "parent": None, }, "time-only": { "parent": "any", }, "datetime": { "parent": "any", "pale_children": ["timestamp"], }, "datetime-only": { "parent": "any", }, "date-only": { "parent": "any", "pale_children": ["date"], }, "number": { "parent": "any", }, "boolean": { "parent": "any", "pale_children": ["boolean"] }, "string": { "parent": "any", "pale_children": ["url", "string", "uri"], }, "null": { "parent": "any", }, "file": { "parent": "any", }, "array": { "parent": "any", "pale_children": ["list"], }, "object": { "parent": "any", }, "union": { "parent": "any", }, "XSD Schema": { "parent": "any", }, "JSON Schema": { "parent": "any", }, "integer": { "parent": "number", "pale_children": ["integer"], }, } basic_types = {} # Find all classes defined in a set of resources and build up an object with # the relevant details of the basic types for field in fields: # if this is a Pale type, it will have a 'value_type' property, if hasattr(field, "value_type"): type_name = field.value_type.replace(" ", "_") # add this type only if it is not in the built-in raml types and we have # not added it yet if type_name not in raml_built_in_types \ and type_name not in basic_types \ and type_name not in existing_types: basic_types[type_name] = {} # strip newlines and leading whitespaces from doc string, then add as description if hasattr(field, "__doc__"): modified_description = clean_description(field.__doc__) basic_types[type_name]["description"] = modified_description # if this type is listed as the child of a built-in raml type, # use the raml type as its parent type for raml_type in raml_built_in_types: if "pale_children" in raml_built_in_types[raml_type]: if type_name in raml_built_in_types[raml_type]["pale_children"]: basic_types[type_name]["type"] = raml_type break else: # if this is not the child of a built-in raml type # and if this type is a list composed of other items: if hasattr(field, "is_list") and field.is_list: basic_types[type_name]["type"] = "array" # and the type is defined, use the defined type if hasattr(field, "list_item_type") and field.list_item_type != None: basic_types[type_name]["items"] = field.list_item_type # otherwise, use the base type else: basic_types[type_name]["items"] = "base" # otherwise use the pale parent class as its type else: pale_parent_class = field.__mro__[1] # if we are at the base class, inherit from the RAML "object" type if pale_parent_class.__name__ == "object": basic_types[type_name]["type"] = "object" # otherwise, inherit from the named parent else: basic_types[type_name]["type"] = pale_parent_class.value_type ordered_basic_types = OrderedDict(sorted(basic_types.items(), key=lambda t: t[0])) basic_docs = generate_type_docs(ordered_basic_types) return (basic_docs, basic_types)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:generate_doc_dict; 3, parameters; 3, 4; 3, 5; 4, identifier:module; 5, identifier:user; 6, block; 6, 7; 6, 9; 6, 18; 6, 30; 6, 37; 6, 53; 6, 57; 6, 105; 6, 112; 6, 128; 7, expression_statement; 7, 8; 8, comment; 9, import_from_statement; 9, 10; 9, 12; 9, 14; 9, 16; 10, dotted_name; 10, 11; 11, identifier:pale; 12, dotted_name; 12, 13; 13, identifier:extract_endpoints; 14, dotted_name; 14, 15; 15, identifier:extract_resources; 16, dotted_name; 16, 17; 17, identifier:is_pale_module; 18, if_statement; 18, 19; 18, 24; 19, not_operator; 19, 20; 20, call; 20, 21; 20, 22; 21, identifier:is_pale_module; 22, argument_list; 22, 23; 23, identifier:module; 24, block; 24, 25; 25, raise_statement; 25, 26; 26, call; 26, 27; 26, 28; 27, identifier:ValueError; 28, argument_list; 28, 29; 29, comment; 30, expression_statement; 30, 31; 31, assignment; 31, 32; 31, 33; 32, identifier:module_endpoints; 33, call; 33, 34; 33, 35; 34, identifier:extract_endpoints; 35, argument_list; 35, 36; 36, identifier:module; 37, expression_statement; 37, 38; 38, assignment; 38, 39; 38, 40; 39, identifier:ep_doc; 40, dictionary_comprehension; 40, 41; 40, 49; 41, pair; 41, 42; 41, 45; 42, attribute; 42, 43; 42, 44; 43, identifier:ep; 44, identifier:_route_name; 45, call; 45, 46; 45, 47; 46, identifier:document_endpoint; 47, argument_list; 47, 48; 48, identifier:ep; 49, for_in_clause; 49, 50; 49, 51; 49, 52; 50, identifier:ep; 51, line_continuation:\; 52, identifier:module_endpoints; 53, expression_statement; 53, 54; 54, assignment; 54, 55; 54, 56; 55, identifier:ep_doc_filtered; 56, dictionary; 57, for_statement; 57, 58; 57, 59; 57, 60; 57, 61; 57, 62; 57, 63; 57, 64; 58, identifier:endpoint; 59, identifier:ep_doc; 60, comment; 61, comment; 62, comment; 63, comment; 64, block; 64, 65; 65, if_statement; 65, 66; 65, 96; 66, boolean_operator:or; 66, 67; 66, 85; 66, 86; 67, boolean_operator:and; 67, 68; 67, 82; 68, boolean_operator:and; 68, 69; 68, 79; 69, comparison_operator:!=; 69, 70; 69, 78; 70, call; 70, 71; 70, 76; 71, attribute; 71, 72; 71, 75; 72, subscript; 72, 73; 72, 74; 73, identifier:ep_doc; 74, identifier:endpoint; 75, identifier:get; 76, argument_list; 76, 77; 77, string:"requires_permission"; 78, None; 79, comparison_operator:!=; 79, 80; 79, 81; 80, identifier:user; 81, None; 82, attribute; 82, 83; 82, 84; 83, identifier:user; 84, identifier:is_admin; 85, line_continuation:\; 86, comparison_operator:==; 86, 87; 86, 95; 87, call; 87, 88; 87, 93; 88, attribute; 88, 89; 88, 92; 89, subscript; 89, 90; 89, 91; 90, identifier:ep_doc; 91, identifier:endpoint; 92, identifier:get; 93, argument_list; 93, 94; 94, string:"requires_permission"; 95, None; 96, block; 96, 97; 97, expression_statement; 97, 98; 98, assignment; 98, 99; 98, 102; 99, subscript; 99, 100; 99, 101; 100, identifier:ep_doc_filtered; 101, identifier:endpoint; 102, subscript; 102, 103; 102, 104; 103, identifier:ep_doc; 104, identifier:endpoint; 105, expression_statement; 105, 106; 106, assignment; 106, 107; 106, 108; 107, identifier:module_resources; 108, call; 108, 109; 108, 110; 109, identifier:extract_resources; 110, argument_list; 110, 111; 111, identifier:module; 112, expression_statement; 112, 113; 113, assignment; 113, 114; 113, 115; 114, identifier:res_doc; 115, dictionary_comprehension; 115, 116; 115, 124; 116, pair; 116, 117; 116, 120; 117, attribute; 117, 118; 117, 119; 118, identifier:r; 119, identifier:_value_type; 120, call; 120, 121; 120, 122; 121, identifier:document_resource; 122, argument_list; 122, 123; 123, identifier:r; 124, for_in_clause; 124, 125; 124, 126; 124, 127; 125, identifier:r; 126, line_continuation:\; 127, identifier:module_resources; 128, return_statement; 128, 129; 129, dictionary; 129, 130; 129, 133; 130, pair; 130, 131; 130, 132; 131, string:'endpoints'; 132, identifier:ep_doc_filtered; 133, pair; 133, 134; 133, 135; 134, string:'resources'; 135, identifier:res_doc
def generate_doc_dict(module, user): """Compile a Pale module's documentation into a python dictionary. The returned dictionary is suitable to be rendered by a JSON formatter, or passed to a template engine, or manipulated in some other way. """ from pale import extract_endpoints, extract_resources, is_pale_module if not is_pale_module(module): raise ValueError( """The passed in `module` (%s) is not a pale module. `paledoc` only works on modules with a `_module_type` set to equal `pale.ImplementationModule`.""") module_endpoints = extract_endpoints(module) ep_doc = { ep._route_name: document_endpoint(ep) for ep \ in module_endpoints } ep_doc_filtered = {} for endpoint in ep_doc: # check if user has permission to view this endpoint # this is currently an on/off switch: if any endpoint has a "@requires_permission" # decorator, user.is_admin must be True for the user to see documentation # @TODO - make this permission more granular if necessary if ep_doc[endpoint].get("requires_permission") != None and user != None and user.is_admin or \ ep_doc[endpoint].get("requires_permission") == None: ep_doc_filtered[endpoint] = ep_doc[endpoint] module_resources = extract_resources(module) res_doc = { r._value_type: document_resource(r) for r \ in module_resources } return {'endpoints': ep_doc_filtered, 'resources': res_doc}
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:get_driver; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:desired_capabilities; 7, None; 8, block; 8, 9; 8, 11; 8, 17; 8, 28; 8, 35; 8, 43; 8, 47; 8, 344; 8, 345; 8, 346; 8, 347; 8, 348; 8, 388; 8, 397; 9, expression_statement; 9, 10; 10, comment; 11, expression_statement; 11, 12; 12, assignment; 12, 13; 12, 14; 13, identifier:override_caps; 14, boolean_operator:or; 14, 15; 14, 16; 15, identifier:desired_capabilities; 16, dictionary; 17, expression_statement; 17, 18; 18, assignment; 18, 19; 18, 20; 18, 21; 19, identifier:desired_capabilities; 20, line_continuation:\; 21, call; 21, 22; 21, 27; 22, attribute; 22, 23; 22, 26; 23, attribute; 23, 24; 23, 25; 24, identifier:self; 25, identifier:config; 26, identifier:make_selenium_desired_capabilities; 27, argument_list; 28, expression_statement; 28, 29; 29, call; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, identifier:desired_capabilities; 32, identifier:update; 33, argument_list; 33, 34; 34, identifier:override_caps; 35, expression_statement; 35, 36; 36, assignment; 36, 37; 36, 38; 37, identifier:browser_string; 38, attribute; 38, 39; 38, 42; 39, attribute; 39, 40; 39, 41; 40, identifier:self; 41, identifier:config; 42, identifier:browser; 43, expression_statement; 43, 44; 44, assignment; 44, 45; 44, 46; 45, identifier:chromedriver_version; 46, None; 47, if_statement; 47, 48; 47, 51; 47, 103; 48, attribute; 48, 49; 48, 50; 49, identifier:self; 50, identifier:remote; 51, block; 51, 52; 51, 63; 51, 64; 52, expression_statement; 52, 53; 53, assignment; 53, 54; 53, 55; 54, identifier:driver; 55, call; 55, 56; 55, 61; 56, attribute; 56, 57; 56, 60; 57, attribute; 57, 58; 57, 59; 58, identifier:self; 59, identifier:remote_service; 60, identifier:build_driver; 61, argument_list; 61, 62; 62, identifier:desired_capabilities; 63, comment; 64, if_statement; 64, 65; 64, 77; 65, boolean_operator:and; 65, 66; 65, 69; 65, 70; 66, comparison_operator:==; 66, 67; 66, 68; 67, identifier:browser_string; 68, string:"CHROME"; 69, line_continuation:\; 70, comparison_operator:==; 70, 71; 70, 76; 71, attribute; 71, 72; 71, 75; 72, attribute; 72, 73; 72, 74; 73, identifier:self; 74, identifier:remote_service; 75, identifier:name; 76, string:"saucelabs"; 77, block; 77, 78; 77, 89; 78, expression_statement; 78, 79; 79, assignment; 79, 80; 79, 81; 79, 82; 80, identifier:chromedriver_version; 81, line_continuation:\; 82, call; 82, 83; 82, 86; 83, attribute; 83, 84; 83, 85; 84, identifier:desired_capabilities; 85, identifier:get; 86, argument_list; 86, 87; 86, 88; 87, string:"chromedriver-version"; 88, None; 89, if_statement; 89, 90; 89, 93; 90, comparison_operator:is; 90, 91; 90, 92; 91, identifier:chromedriver_version; 92, None; 93, block; 93, 94; 94, raise_statement; 94, 95; 95, call; 95, 96; 95, 97; 96, identifier:ValueError; 97, argument_list; 97, 98; 98, concatenated_string; 98, 99; 98, 100; 98, 101; 98, 102; 99, string:"when using Chrome, you must set a "; 100, string:"``chromedriver-version`` capability so that Selenic "; 101, string:"can detect which version of Chromedriver will "; 102, string:"be used."; 103, else_clause; 103, 104; 104, block; 104, 105; 104, 282; 104, 283; 104, 292; 104, 306; 104, 328; 105, if_statement; 105, 106; 105, 109; 105, 190; 105, 240; 105, 253; 105, 266; 106, comparison_operator:==; 106, 107; 106, 108; 107, identifier:browser_string; 108, string:"CHROME"; 109, block; 109, 110; 109, 118; 109, 157; 109, 168; 109, 183; 110, expression_statement; 110, 111; 111, assignment; 111, 112; 111, 113; 112, identifier:chromedriver_path; 113, subscript; 113, 114; 113, 117; 114, attribute; 114, 115; 114, 116; 115, identifier:self; 116, identifier:local_conf; 117, string:"CHROMEDRIVER_PATH"; 118, expression_statement; 118, 119; 119, assignment; 119, 120; 119, 121; 120, identifier:driver; 121, call; 121, 122; 121, 125; 122, attribute; 122, 123; 122, 124; 123, identifier:webdriver; 124, identifier:Chrome; 125, argument_list; 125, 126; 125, 127; 125, 137; 125, 140; 125, 147; 126, identifier:chromedriver_path; 127, keyword_argument; 127, 128; 127, 129; 128, identifier:chrome_options; 129, call; 129, 130; 129, 135; 130, attribute; 130, 131; 130, 134; 131, attribute; 131, 132; 131, 133; 132, identifier:self; 133, identifier:local_conf; 134, identifier:get; 135, argument_list; 135, 136; 136, string:"CHROME_OPTIONS"; 137, keyword_argument; 137, 138; 137, 139; 138, identifier:desired_capabilities; 139, identifier:desired_capabilities; 140, keyword_argument; 140, 141; 140, 142; 141, identifier:service_log_path; 142, subscript; 142, 143; 142, 146; 143, attribute; 143, 144; 143, 145; 144, identifier:self; 145, identifier:local_conf; 146, string:"SERVICE_LOG_PATH"; 147, keyword_argument; 147, 148; 147, 149; 148, identifier:service_args; 149, call; 149, 150; 149, 155; 150, attribute; 150, 151; 150, 154; 151, attribute; 151, 152; 151, 153; 152, identifier:self; 153, identifier:local_conf; 154, identifier:get; 155, argument_list; 155, 156; 156, string:"SERVICE_ARGS"; 157, expression_statement; 157, 158; 158, assignment; 158, 159; 158, 160; 159, identifier:version_line; 160, call; 160, 161; 160, 164; 161, attribute; 161, 162; 161, 163; 162, identifier:subprocess; 163, identifier:check_output; 164, argument_list; 164, 165; 165, list:[chromedriver_path, "--version"]; 165, 166; 165, 167; 166, identifier:chromedriver_path; 167, string:"--version"; 168, expression_statement; 168, 169; 169, assignment; 169, 170; 169, 171; 170, identifier:version_str; 171, call; 171, 172; 171, 181; 172, attribute; 172, 173; 172, 180; 173, call; 173, 174; 173, 177; 174, attribute; 174, 175; 174, 176; 175, identifier:re; 176, identifier:match; 177, argument_list; 177, 178; 177, 179; 178, string:ur"^ChromeDriver (\d+\.\d+)"; 179, identifier:version_line; 180, identifier:group; 181, argument_list; 181, 182; 182, integer:1; 183, expression_statement; 183, 184; 184, assignment; 184, 185; 184, 186; 185, identifier:chromedriver_version; 186, call; 186, 187; 186, 188; 187, identifier:StrictVersion; 188, argument_list; 188, 189; 189, identifier:version_str; 190, elif_clause; 190, 191; 190, 194; 191, comparison_operator:==; 191, 192; 191, 193; 192, identifier:browser_string; 193, string:"FIREFOX"; 194, block; 194, 195; 194, 211; 194, 227; 195, expression_statement; 195, 196; 196, assignment; 196, 197; 196, 198; 197, identifier:profile; 198, boolean_operator:or; 198, 199; 198, 207; 198, 208; 199, call; 199, 200; 199, 205; 200, attribute; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:self; 203, identifier:local_conf; 204, identifier:get; 205, argument_list; 205, 206; 206, string:"FIREFOX_PROFILE"; 207, line_continuation:\; 208, call; 208, 209; 208, 210; 209, identifier:FirefoxProfile; 210, argument_list; 211, expression_statement; 211, 212; 212, assignment; 212, 213; 212, 214; 213, identifier:binary; 214, boolean_operator:or; 214, 215; 214, 223; 214, 224; 215, call; 215, 216; 215, 221; 216, attribute; 216, 217; 216, 220; 217, attribute; 217, 218; 217, 219; 218, identifier:self; 219, identifier:local_conf; 220, identifier:get; 221, argument_list; 221, 222; 222, string:"FIREFOX_BINARY"; 223, line_continuation:\; 224, call; 224, 225; 224, 226; 225, identifier:FirefoxBinary; 226, argument_list; 227, expression_statement; 227, 228; 228, assignment; 228, 229; 228, 230; 229, identifier:driver; 230, call; 230, 231; 230, 234; 231, attribute; 231, 232; 231, 233; 232, identifier:webdriver; 233, identifier:Firefox; 234, argument_list; 234, 235; 234, 236; 234, 237; 235, identifier:profile; 236, identifier:binary; 237, keyword_argument; 237, 238; 237, 239; 238, identifier:capabilities; 239, identifier:desired_capabilities; 240, elif_clause; 240, 241; 240, 244; 241, comparison_operator:==; 241, 242; 241, 243; 242, identifier:browser_string; 243, string:"INTERNETEXPLORER"; 244, block; 244, 245; 245, expression_statement; 245, 246; 246, assignment; 246, 247; 246, 248; 247, identifier:driver; 248, call; 248, 249; 248, 252; 249, attribute; 249, 250; 249, 251; 250, identifier:webdriver; 251, identifier:Ie; 252, argument_list; 253, elif_clause; 253, 254; 253, 257; 254, comparison_operator:==; 254, 255; 254, 256; 255, identifier:browser_string; 256, string:"OPERA"; 257, block; 257, 258; 258, expression_statement; 258, 259; 259, assignment; 259, 260; 259, 261; 260, identifier:driver; 261, call; 261, 262; 261, 265; 262, attribute; 262, 263; 262, 264; 263, identifier:webdriver; 264, identifier:Opera; 265, argument_list; 266, else_clause; 266, 267; 266, 268; 266, 269; 266, 270; 266, 271; 266, 272; 266, 273; 266, 274; 267, comment; 268, comment; 269, comment; 270, comment; 271, comment; 272, comment; 273, comment; 274, block; 274, 275; 275, raise_statement; 275, 276; 276, call; 276, 277; 276, 278; 277, identifier:ValueError; 278, argument_list; 278, 279; 279, binary_operator:+; 279, 280; 279, 281; 280, string:"can't start a local "; 281, identifier:browser_string; 282, comment; 283, expression_statement; 283, 284; 284, assignment; 284, 285; 284, 286; 285, identifier:driver_caps; 286, call; 286, 287; 286, 288; 287, identifier:NormalizedCapabilities; 288, argument_list; 288, 289; 289, attribute; 289, 290; 289, 291; 290, identifier:driver; 291, identifier:desired_capabilities; 292, expression_statement; 292, 293; 293, assignment; 293, 294; 293, 295; 293, 296; 294, identifier:browser_version; 295, line_continuation:\; 296, call; 296, 297; 296, 300; 297, attribute; 297, 298; 297, 299; 298, identifier:re; 299, identifier:sub; 300, argument_list; 300, 301; 300, 302; 300, 303; 301, string:r"\..*$"; 302, string:""; 303, subscript; 303, 304; 303, 305; 304, identifier:driver_caps; 305, string:"browserVersion"; 306, if_statement; 306, 307; 306, 320; 307, comparison_operator:!=; 307, 308; 307, 315; 308, call; 308, 309; 308, 314; 309, attribute; 309, 310; 309, 313; 310, subscript; 310, 311; 310, 312; 311, identifier:driver_caps; 312, string:"platformName"; 313, identifier:upper; 314, argument_list; 315, attribute; 315, 316; 315, 319; 316, attribute; 316, 317; 316, 318; 317, identifier:self; 318, identifier:config; 319, identifier:platform; 320, block; 320, 321; 321, raise_statement; 321, 322; 322, call; 322, 323; 322, 324; 323, identifier:ValueError; 324, argument_list; 324, 325; 325, concatenated_string; 325, 326; 325, 327; 326, string:"the platform you want is not the one "; 327, string:"you are running selenic on"; 328, if_statement; 328, 329; 328, 336; 329, comparison_operator:!=; 329, 330; 329, 331; 330, identifier:browser_version; 331, attribute; 331, 332; 331, 335; 332, attribute; 332, 333; 332, 334; 333, identifier:self; 334, identifier:config; 335, identifier:version; 336, block; 336, 337; 337, raise_statement; 337, 338; 338, call; 338, 339; 338, 340; 339, identifier:ValueError; 340, argument_list; 340, 341; 341, concatenated_string; 341, 342; 341, 343; 342, string:"the version installed is not the one "; 343, string:"you wanted"; 344, comment; 345, comment; 346, comment; 347, comment; 348, if_statement; 348, 349; 348, 374; 348, 375; 349, boolean_operator:or; 349, 350; 349, 362; 349, 363; 350, parenthesized_expression; 350, 351; 351, boolean_operator:and; 351, 352; 351, 355; 352, attribute; 352, 353; 352, 354; 353, identifier:self; 354, identifier:remote_service; 355, comparison_operator:==; 355, 356; 355, 361; 356, attribute; 356, 357; 356, 360; 357, attribute; 357, 358; 357, 359; 358, identifier:self; 359, identifier:remote_service; 360, identifier:name; 361, string:"browserstack"; 362, line_continuation:\; 363, parenthesized_expression; 363, 364; 364, boolean_operator:and; 364, 365; 364, 368; 365, comparison_operator:is; 365, 366; 365, 367; 366, identifier:chromedriver_version; 367, None; 368, comparison_operator:>; 368, 369; 368, 370; 369, identifier:chromedriver_version; 370, call; 370, 371; 370, 372; 371, identifier:StrictVersion; 372, argument_list; 372, 373; 373, string:"2.13"; 374, comment; 375, block; 375, 376; 375, 380; 375, 381; 376, expression_statement; 376, 377; 377, call; 377, 378; 377, 379; 378, identifier:chromedriver_element_center_patch; 379, argument_list; 380, comment; 381, expression_statement; 381, 382; 382, call; 382, 383; 382, 384; 383, identifier:setattr; 384, argument_list; 384, 385; 384, 386; 384, 387; 385, identifier:driver; 386, identifier:CHROMEDRIVER_ELEMENT_CENTER_PATCH_FLAG; 387, True; 388, expression_statement; 388, 389; 389, assignment; 389, 390; 389, 391; 390, identifier:driver; 391, call; 391, 392; 391, 395; 392, attribute; 392, 393; 392, 394; 393, identifier:self; 394, identifier:patch; 395, argument_list; 395, 396; 396, identifier:driver; 397, return_statement; 397, 398; 398, identifier:driver
def get_driver(self, desired_capabilities=None): """ Creates a Selenium driver on the basis of the configuration file upon which this object was created. :param desired_capabilities: Capabilities that the caller desires to override. This have priority over those capabilities that are set by the configuration file passed to the builder. :type desired_capabilities: class:`dict` :returns: A driver. :raises ValueError: When it can't figure out how to create a browser as specified by the BROWSER configuration variable. """ override_caps = desired_capabilities or {} desired_capabilities = \ self.config.make_selenium_desired_capabilities() desired_capabilities.update(override_caps) browser_string = self.config.browser chromedriver_version = None if self.remote: driver = self.remote_service.build_driver(desired_capabilities) # There is no equivalent for BrowserStack. if browser_string == "CHROME" and \ self.remote_service.name == "saucelabs": chromedriver_version = \ desired_capabilities.get("chromedriver-version", None) if chromedriver_version is None: raise ValueError( "when using Chrome, you must set a " "``chromedriver-version`` capability so that Selenic " "can detect which version of Chromedriver will " "be used.") else: if browser_string == "CHROME": chromedriver_path = self.local_conf["CHROMEDRIVER_PATH"] driver = webdriver.Chrome( chromedriver_path, chrome_options=self.local_conf.get("CHROME_OPTIONS"), desired_capabilities=desired_capabilities, service_log_path=self.local_conf["SERVICE_LOG_PATH"], service_args=self.local_conf.get("SERVICE_ARGS")) version_line = subprocess.check_output( [chromedriver_path, "--version"]) version_str = re.match(ur"^ChromeDriver (\d+\.\d+)", version_line).group(1) chromedriver_version = StrictVersion(version_str) elif browser_string == "FIREFOX": profile = self.local_conf.get("FIREFOX_PROFILE") or \ FirefoxProfile() binary = self.local_conf.get("FIREFOX_BINARY") or \ FirefoxBinary() driver = webdriver.Firefox(profile, binary, capabilities=desired_capabilities) elif browser_string == "INTERNETEXPLORER": driver = webdriver.Ie() elif browser_string == "OPERA": driver = webdriver.Opera() else: # SAFARI # HTMLUNIT # HTMLUNITWITHJS # IPHONE # IPAD # ANDROID # PHANTOMJS raise ValueError("can't start a local " + browser_string) # Check that what we get is what the config wanted... driver_caps = NormalizedCapabilities(driver.desired_capabilities) browser_version = \ re.sub(r"\..*$", "", driver_caps["browserVersion"]) if driver_caps["platformName"].upper() != self.config.platform: raise ValueError("the platform you want is not the one " "you are running selenic on") if browser_version != self.config.version: raise ValueError("the version installed is not the one " "you wanted") # On BrowserStack we cannot set the version of chromedriver or # query it. So we make the reasonable assuption that the # version of chromedriver is greater than 2.13. (There have # been at least 7 releases after 2.13 at the time of writing.) if (self.remote_service and self.remote_service.name == "browserstack") or \ (chromedriver_version is not None and chromedriver_version > StrictVersion("2.13")): # We patch ActionChains. chromedriver_element_center_patch() # We need to mark the driver as needing the patch. setattr(driver, CHROMEDRIVER_ELEMENT_CENTER_PATCH_FLAG, True) driver = self.patch(driver) return driver
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:load; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 4, identifier:self; 5, identifier:typedef; 6, identifier:value; 7, dictionary_splat_pattern; 7, 8; 8, identifier:kwargs; 9, block; 9, 10; 9, 12; 10, expression_statement; 10, 11; 11, comment; 12, try_statement; 12, 13; 12, 22; 12, 35; 13, block; 13, 14; 14, expression_statement; 14, 15; 15, assignment; 15, 16; 15, 17; 16, identifier:bound_type; 17, subscript; 17, 18; 17, 21; 18, attribute; 18, 19; 18, 20; 19, identifier:self; 20, identifier:bound_types; 21, identifier:typedef; 22, except_clause; 22, 23; 22, 24; 23, identifier:KeyError; 24, block; 24, 25; 25, raise_statement; 25, 26; 26, call; 26, 27; 26, 28; 27, identifier:DeclareException; 28, argument_list; 28, 29; 29, call; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, string:"Can't load unknown type {}"; 32, identifier:format; 33, argument_list; 33, 34; 34, identifier:typedef; 35, else_clause; 35, 36; 35, 37; 36, comment; 37, block; 37, 38; 38, return_statement; 38, 39; 39, call; 39, 40; 39, 43; 40, subscript; 40, 41; 40, 42; 41, identifier:bound_type; 42, string:"load"; 43, argument_list; 43, 44; 43, 45; 44, identifier:value; 45, dictionary_splat; 45, 46; 46, identifier:kwargs
def load(self, typedef, value, **kwargs): """ Return the result of the bound load method for a typedef Looks up the load function that was bound to the engine for a typedef, and return the result of passing the given `value` and any `context` to that function. Parameters ---------- typedef : :class:`~TypeDefinition` The typedef whose bound load method should be used value : object The value to be passed into the bound load method **kwargs : kwargs Context for the value being loaded Returns ------- loaded_value : object The return value of the load function for the input value Raises ------ exc : :class:`KeyError` If the input typedef is not bound to this engine Example ------- .. code-block:: python class Account(TypeDefinition): prefix = "::account" def load(self, value, **context): return value + Account.prefix def dump(self, value, **context): return value[:-len(Account.prefix)] typedef = Account() engine = TypeEngine("accounts") engine.register(typedef) engine.bind() assert engine.dump(typedef, "Jill::account") == "Jill" """ try: bound_type = self.bound_types[typedef] except KeyError: raise DeclareException( "Can't load unknown type {}".format(typedef)) else: # Don't need to try/catch since load/dump are bound together return bound_type["load"](value, **kwargs)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:qteSetLexer; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, identifier:lexer; 6, block; 6, 7; 6, 9; 6, 33; 6, 34; 6, 40; 6, 63; 6, 64; 7, expression_statement; 7, 8; 8, comment; 9, if_statement; 9, 10; 9, 24; 10, boolean_operator:and; 10, 11; 10, 15; 11, parenthesized_expression; 11, 12; 12, comparison_operator:is; 12, 13; 12, 14; 13, identifier:lexer; 14, None; 15, parenthesized_expression; 15, 16; 16, not_operator; 16, 17; 17, call; 17, 18; 17, 19; 18, identifier:issubclass; 19, argument_list; 19, 20; 19, 21; 20, identifier:lexer; 21, attribute; 21, 22; 21, 23; 22, identifier:Qsci; 23, identifier:QsciLexer; 24, block; 24, 25; 24, 32; 25, expression_statement; 25, 26; 26, call; 26, 27; 26, 28; 27, identifier:QtmacsOtherError; 28, argument_list; 28, 29; 29, concatenated_string; 29, 30; 29, 31; 30, string:'lexer must be a class object and derived from'; 31, string:' <b>QsciLexer</b>'; 32, return_statement; 33, comment; 34, expression_statement; 34, 35; 35, assignment; 35, 36; 35, 39; 36, attribute; 36, 37; 36, 38; 37, identifier:self; 38, identifier:qteLastLexer; 39, identifier:lexer; 40, if_statement; 40, 41; 40, 44; 40, 52; 41, comparison_operator:is; 41, 42; 41, 43; 42, identifier:lexer; 43, None; 44, block; 44, 45; 45, expression_statement; 45, 46; 46, call; 46, 47; 46, 50; 47, attribute; 47, 48; 47, 49; 48, identifier:self; 49, identifier:setLexer; 50, argument_list; 50, 51; 51, None; 52, else_clause; 52, 53; 53, block; 53, 54; 54, expression_statement; 54, 55; 55, call; 55, 56; 55, 59; 56, attribute; 56, 57; 56, 58; 57, identifier:self; 58, identifier:setLexer; 59, argument_list; 59, 60; 60, call; 60, 61; 60, 62; 61, identifier:lexer; 62, argument_list; 63, comment; 64, expression_statement; 64, 65; 65, call; 65, 66; 65, 69; 66, attribute; 66, 67; 66, 68; 67, identifier:self; 68, identifier:setMonospace; 69, argument_list
def qteSetLexer(self, lexer): """ Specify the lexer to use. The only difference between this method and the native ``setLexer`` method is that expects ``lexer`` to be class, not an instance. Another feature is that this method knows which ``lexer`` class was installed last, and this information can be retrieved with ``qteLexer`` again. |Args| * ``lexer`` (**QsciLexer**): lexer class (*not* instance). |Returns| **None** |Raises| * **QtmacsOtherError** if lexer is not a class. """ if (lexer is not None) and (not issubclass(lexer, Qsci.QsciLexer)): QtmacsOtherError('lexer must be a class object and derived from' ' <b>QsciLexer</b>') return # Install and backup the lexer class. self.qteLastLexer = lexer if lexer is None: self.setLexer(None) else: self.setLexer(lexer()) # Make all fonts in the style mono space. self.setMonospace()
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70, binary_operator:+; 70, 71; 70, 75; 71, call; 71, 72; 71, 73; 72, identifier:pos; 73, argument_list; 73, 74; 74, identifier:value; 75, binary_operator:*; 75, 76; 75, 77; 76, integer:2; 77, call; 77, 78; 77, 79; 78, identifier:kw; 79, argument_list; 79, 80; 80, identifier:value; 81, keyword_argument; 81, 82; 81, 83; 82, identifier:arg; 83, identifier:par; 84, for_in_clause; 84, 85; 84, 88; 85, pattern_list; 85, 86; 85, 87; 86, identifier:par; 87, identifier:value; 88, call; 88, 89; 88, 92; 89, attribute; 89, 90; 89, 91; 90, identifier:par_dict; 91, identifier:items; 92, argument_list; 93, comment; 94, expression_statement; 94, 95; 95, assignment; 95, 96; 95, 97; 96, identifier:self_filtered_args; 97, parenthesized_expression; 97, 98; 98, conditional_expression:if; 98, 99; 98, 100; 98, 102; 99, identifier:args; 100, not_operator; 100, 101; 101, identifier:args; 102, parenthesized_expression; 102, 103; 103, subscript; 103, 104; 103, 105; 104, identifier:args; 105, slice; 105, 106; 105, 117; 106, conditional_expression:if; 106, 107; 106, 108; 106, 116; 107, integer:1; 108, boolean_operator:and; 108, 109; 108, 115; 109, parenthesized_expression; 109, 110; 110, comparison_operator:==; 110, 111; 110, 114; 111, subscript; 111, 112; 111, 113; 112, identifier:args; 113, integer:0; 114, string:"self"; 115, identifier:no_self; 116, integer:0; 117, colon; 118, comment; 119, expression_statement; 119, 120; 120, assignment; 120, 121; 120, 122; 121, identifier:pos; 122, lambda; 122, 123; 122, 125; 123, lambda_parameters; 123, 124; 124, identifier:x; 125, boolean_operator:and; 125, 126; 125, 140; 126, boolean_operator:and; 126, 127; 126, 134; 127, parenthesized_expression; 127, 128; 128, comparison_operator:>; 128, 129; 128, 133; 129, call; 129, 130; 129, 131; 130, identifier:len; 131, argument_list; 131, 132; 132, identifier:x; 133, integer:1; 134, parenthesized_expression; 134, 135; 135, comparison_operator:==; 135, 136; 135, 139; 136, subscript; 136, 137; 136, 138; 137, identifier:x; 138, integer:0; 139, string:"*"; 140, parenthesized_expression; 140, 141; 141, comparison_operator:!=; 141, 142; 141, 145; 142, subscript; 142, 143; 142, 144; 143, identifier:x; 144, integer:1; 145, string:"*"; 146, expression_statement; 146, 147; 147, assignment; 147, 148; 147, 149; 148, identifier:kw; 149, lambda; 149, 150; 149, 152; 150, lambda_parameters; 150, 151; 151, identifier:x; 152, boolean_operator:and; 152, 153; 152, 160; 153, parenthesized_expression; 153, 154; 154, comparison_operator:>; 154, 155; 154, 159; 155, call; 155, 156; 155, 157; 156, identifier:len; 157, argument_list; 157, 158; 158, identifier:x; 159, integer:2; 160, parenthesized_expression; 160, 161; 161, comparison_operator:==; 161, 162; 161, 167; 162, subscript; 162, 163; 162, 164; 163, identifier:x; 164, slice; 164, 165; 164, 166; 165, colon; 166, integer:2; 167, string:"**"; 168, expression_statement; 168, 169; 169, assignment; 169, 170; 169, 171; 170, identifier:varargs_filtered_args; 171, list_comprehension; 171, 172; 171, 173; 171, 176; 172, identifier:arg; 173, for_in_clause; 173, 174; 173, 175; 174, identifier:arg; 175, identifier:self_filtered_args; 176, if_clause; 176, 177; 177, boolean_operator:or; 177, 178; 177, 181; 178, parenthesized_expression; 178, 179; 179, not_operator; 179, 180; 180, identifier:no_varargs; 181, call; 181, 182; 181, 183; 182, identifier:all; 183, argument_list; 183, 184; 184, list:[no_varargs, not pos(arg), not kw(arg)]; 184, 185; 184, 186; 184, 191; 185, identifier:no_varargs; 186, not_operator; 186, 187; 187, call; 187, 188; 187, 189; 188, identifier:pos; 189, argument_list; 189, 190; 190, identifier:arg; 191, not_operator; 191, 192; 192, call; 192, 193; 192, 194; 193, identifier:kw; 194, argument_list; 194, 195; 195, identifier:arg; 196, return_statement; 196, 197; 197, call; 197, 198; 197, 199; 198, identifier:tuple; 199, argument_list; 199, 200; 200, identifier:varargs_filtered_args
def get_function_args(func, no_self=False, no_varargs=False): """ Return tuple of the function argument names in the order of the function signature. :param func: Function :type func: function object :param no_self: Flag that indicates whether the function argument *self*, if present, is included in the output (False) or not (True) :type no_self: boolean :param no_varargs: Flag that indicates whether keyword arguments are included in the output (True) or not (False) :type no_varargs: boolean :rtype: tuple For example: >>> import pexdoc.pinspect >>> class MyClass(object): ... def __init__(self, value, **kwargs): ... pass ... >>> pexdoc.pinspect.get_function_args(MyClass.__init__) ('self', 'value', '**kwargs') >>> pexdoc.pinspect.get_function_args( ... MyClass.__init__, no_self=True ... ) ('value', '**kwargs') >>> pexdoc.pinspect.get_function_args( ... MyClass.__init__, no_self=True, no_varargs=True ... ) ('value',) >>> pexdoc.pinspect.get_function_args( ... MyClass.__init__, no_varargs=True ... ) ('self', 'value') """ par_dict = signature(func).parameters # Mark positional and/or keyword arguments (if any) pos = lambda x: x.kind == Parameter.VAR_POSITIONAL kw = lambda x: x.kind == Parameter.VAR_KEYWORD opts = ["", "*", "**"] args = [ "{prefix}{arg}".format(prefix=opts[pos(value) + 2 * kw(value)], arg=par) for par, value in par_dict.items() ] # Filter out 'self' from parameter list (optional) self_filtered_args = ( args if not args else (args[1 if (args[0] == "self") and no_self else 0 :]) ) # Filter out positional or keyword arguments (optional) pos = lambda x: (len(x) > 1) and (x[0] == "*") and (x[1] != "*") kw = lambda x: (len(x) > 2) and (x[:2] == "**") varargs_filtered_args = [ arg for arg in self_filtered_args if (not no_varargs) or all([no_varargs, not pos(arg), not kw(arg)]) ] return tuple(varargs_filtered_args)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:_close_callable; 3, parameters; 3, 4; 3, 5; 3, 6; 4, identifier:self; 5, identifier:node; 6, default_parameter; 6, 7; 6, 8; 7, identifier:force; 8, False; 9, block; 9, 10; 9, 12; 9, 13; 9, 14; 9, 15; 9, 27; 9, 35; 9, 36; 9, 37; 9, 38; 9, 39; 9, 40; 9, 41; 9, 42; 9, 43; 9, 44; 9, 48; 9, 94; 9, 95; 9, 104; 9, 109; 9, 110; 9, 111; 9, 112; 9, 113; 9, 114; 9, 115; 9, 116; 9, 117; 9, 118; 9, 119; 9, 120; 9, 121; 9, 122; 9, 123; 9, 127; 9, 274; 9, 275; 9, 276; 9, 277; 9, 278; 9, 279; 9, 285; 9, 294; 9, 310; 10, expression_statement; 10, 11; 11, comment; 12, comment; 13, comment; 14, comment; 15, try_statement; 15, 16; 15, 23; 16, block; 16, 17; 17, expression_statement; 17, 18; 18, assignment; 18, 19; 18, 20; 19, identifier:lineno; 20, attribute; 20, 21; 20, 22; 21, identifier:node; 22, identifier:lineno; 23, except_clause; 23, 24; 23, 25; 24, identifier:AttributeError; 25, block; 25, 26; 26, return_statement; 27, if_statement; 27, 28; 27, 33; 28, comparison_operator:<=; 28, 29; 28, 30; 29, identifier:lineno; 30, attribute; 30, 31; 30, 32; 31, identifier:self; 32, identifier:_processed_line; 33, block; 33, 34; 34, return_statement; 35, comment; 36, comment; 37, comment; 38, comment; 39, comment; 40, comment; 41, comment; 42, comment; 43, comment; 44, expression_statement; 44, 45; 45, assignment; 45, 46; 45, 47; 46, identifier:name; 47, string:""; 48, try_statement; 48, 49; 48, 90; 49, block; 49, 50; 50, expression_statement; 50, 51; 51, assignment; 51, 52; 51, 53; 52, identifier:name; 53, parenthesized_expression; 53, 54; 54, conditional_expression:if; 54, 55; 54, 58; 54, 63; 55, attribute; 55, 56; 55, 57; 56, identifier:node; 57, identifier:name; 58, call; 58, 59; 58, 60; 59, identifier:hasattr; 60, argument_list; 60, 61; 60, 62; 61, identifier:node; 62, string:"name"; 63, parenthesized_expression; 63, 64; 64, conditional_expression:if; 64, 65; 64, 72; 64, 81; 65, attribute; 65, 66; 65, 71; 66, subscript; 66, 67; 66, 70; 67, attribute; 67, 68; 67, 69; 68, identifier:node; 69, identifier:targets; 70, integer:0; 71, identifier:id; 72, call; 72, 73; 72, 74; 73, identifier:hasattr; 74, argument_list; 74, 75; 74, 80; 75, subscript; 75, 76; 75, 79; 76, attribute; 76, 77; 76, 78; 77, identifier:node; 78, identifier:targets; 79, integer:0; 80, string:"id"; 81, attribute; 81, 82; 81, 89; 82, attribute; 82, 83; 82, 88; 83, subscript; 83, 84; 83, 87; 84, attribute; 84, 85; 84, 86; 85, identifier:node; 86, identifier:targets; 87, integer:0; 88, identifier:value; 89, identifier:id; 90, except_clause; 90, 91; 90, 92; 91, identifier:AttributeError; 92, block; 92, 93; 93, pass_statement; 94, comment; 95, expression_statement; 95, 96; 96, assignment; 96, 97; 96, 98; 97, identifier:indent; 98, call; 98, 99; 98, 102; 99, attribute; 99, 100; 99, 101; 100, identifier:self; 101, identifier:_get_indent; 102, argument_list; 102, 103; 103, identifier:node; 104, expression_statement; 104, 105; 105, assignment; 105, 106; 105, 107; 106, identifier:count; 107, unary_operator:-; 107, 108; 108, integer:1; 109, comment; 110, comment; 111, comment; 112, comment; 113, comment; 114, comment; 115, comment; 116, comment; 117, comment; 118, comment; 119, comment; 120, comment; 121, comment; 122, comment; 123, expression_statement; 123, 124; 124, assignment; 124, 125; 124, 126; 125, identifier:dlist; 126, list:[]; 127, while_statement; 127, 128; 127, 137; 128, comparison_operator:>=; 128, 129; 128, 130; 129, identifier:count; 130, unary_operator:-; 130, 131; 131, call; 131, 132; 131, 133; 132, identifier:len; 133, argument_list; 133, 134; 134, attribute; 134, 135; 134, 136; 135, identifier:self; 136, identifier:_indent_stack; 137, block; 137, 138; 137, 148; 137, 160; 137, 170; 137, 180; 137, 181; 137, 182; 137, 183; 137, 184; 137, 185; 137, 186; 137, 187; 137, 188; 137, 189; 137, 190; 137, 191; 137, 192; 137, 193; 137, 194; 137, 264; 137, 270; 138, expression_statement; 138, 139; 139, assignment; 139, 140; 139, 141; 140, identifier:element_full_name; 141, subscript; 141, 142; 141, 147; 142, subscript; 142, 143; 142, 146; 143, attribute; 143, 144; 143, 145; 144, identifier:self; 145, identifier:_indent_stack; 146, identifier:count; 147, string:"full_name"; 148, expression_statement; 148, 149; 149, assignment; 149, 150; 149, 151; 150, identifier:edict; 151, call; 151, 152; 151, 157; 152, attribute; 152, 153; 152, 156; 153, attribute; 153, 154; 153, 155; 154, identifier:self; 155, identifier:_callables_db; 156, identifier:get; 157, argument_list; 157, 158; 157, 159; 158, identifier:element_full_name; 159, None; 160, expression_statement; 160, 161; 161, assignment; 161, 162; 161, 163; 162, identifier:stack_indent; 163, subscript; 163, 164; 163, 169; 164, subscript; 164, 165; 164, 168; 165, attribute; 165, 166; 165, 167; 166, identifier:self; 167, identifier:_indent_stack; 168, identifier:count; 169, string:"level"; 170, expression_statement; 170, 171; 171, assignment; 171, 172; 171, 173; 172, identifier:open_callable; 173, boolean_operator:and; 173, 174; 173, 175; 174, identifier:element_full_name; 175, parenthesized_expression; 175, 176; 176, not_operator; 176, 177; 177, subscript; 177, 178; 177, 179; 178, identifier:edict; 179, string:"last_lineno"; 180, comment; 181, comment; 182, comment; 183, comment; 184, comment; 185, comment; 186, comment; 187, comment; 188, comment; 189, comment; 190, comment; 191, comment; 192, comment; 193, comment; 194, if_statement; 194, 195; 194, 234; 194, 235; 194, 236; 194, 237; 194, 238; 194, 239; 194, 240; 194, 241; 194, 242; 194, 243; 194, 244; 194, 245; 194, 246; 194, 247; 194, 248; 195, boolean_operator:and; 195, 196; 195, 197; 196, identifier:open_callable; 197, parenthesized_expression; 197, 198; 198, boolean_operator:or; 198, 199; 198, 205; 199, boolean_operator:or; 199, 200; 199, 201; 200, identifier:force; 201, parenthesized_expression; 201, 202; 202, comparison_operator:<; 202, 203; 202, 204; 203, identifier:indent; 204, identifier:stack_indent; 205, parenthesized_expression; 205, 206; 206, boolean_operator:and; 206, 207; 206, 211; 207, parenthesized_expression; 207, 208; 208, comparison_operator:==; 208, 209; 208, 210; 209, identifier:indent; 210, identifier:stack_indent; 211, parenthesized_expression; 211, 212; 212, boolean_operator:or; 212, 213; 212, 219; 213, parenthesized_expression; 213, 214; 214, comparison_operator:!=; 214, 215; 214, 218; 215, subscript; 215, 216; 215, 217; 216, identifier:edict; 217, string:"type"; 218, string:"prop"; 219, parenthesized_expression; 219, 220; 220, boolean_operator:and; 220, 221; 220, 227; 221, parenthesized_expression; 221, 222; 222, comparison_operator:==; 222, 223; 222, 226; 223, subscript; 223, 224; 223, 225; 224, identifier:edict; 225, string:"type"; 226, string:"prop"; 227, parenthesized_expression; 227, 228; 228, boolean_operator:and; 228, 229; 228, 230; 229, identifier:name; 230, parenthesized_expression; 230, 231; 231, comparison_operator:!=; 231, 232; 231, 233; 232, identifier:name; 233, identifier:element_full_name; 234, comment; 235, comment; 236, comment; 237, comment; 238, comment; 239, comment; 240, comment; 241, comment; 242, comment; 243, comment; 244, comment; 245, comment; 246, comment; 247, comment; 248, block; 248, 249; 248, 257; 249, expression_statement; 249, 250; 250, assignment; 250, 251; 250, 254; 251, subscript; 251, 252; 251, 253; 252, identifier:edict; 253, string:"last_lineno"; 254, binary_operator:-; 254, 255; 254, 256; 255, identifier:lineno; 256, integer:1; 257, expression_statement; 257, 258; 258, call; 258, 259; 258, 262; 259, attribute; 259, 260; 259, 261; 260, identifier:dlist; 261, identifier:append; 262, argument_list; 262, 263; 263, identifier:count; 264, if_statement; 264, 265; 264, 268; 265, comparison_operator:>; 265, 266; 265, 267; 266, identifier:indent; 267, identifier:stack_indent; 268, block; 268, 269; 269, break_statement; 270, expression_statement; 270, 271; 271, augmented_assignment:-=; 271, 272; 271, 273; 272, identifier:count; 273, integer:1; 274, comment; 275, comment; 276, comment; 277, comment; 278, comment; 279, expression_statement; 279, 280; 280, assignment; 280, 281; 280, 282; 281, identifier:stack; 282, attribute; 282, 283; 282, 284; 283, identifier:self; 284, identifier:_indent_stack; 285, expression_statement; 285, 286; 286, assignment; 286, 287; 286, 288; 287, identifier:stack_length; 288, call; 288, 289; 288, 290; 289, identifier:len; 290, argument_list; 290, 291; 291, attribute; 291, 292; 291, 293; 292, identifier:self; 293, identifier:_indent_stack; 294, expression_statement; 294, 295; 295, assignment; 295, 296; 295, 297; 296, identifier:dlist; 297, list_comprehension; 297, 298; 297, 299; 297, 302; 298, identifier:item; 299, for_in_clause; 299, 300; 299, 301; 300, identifier:item; 301, identifier:dlist; 302, if_clause; 302, 303; 303, comparison_operator:!=; 303, 304; 303, 309; 304, subscript; 304, 305; 304, 308; 305, subscript; 305, 306; 305, 307; 306, identifier:stack; 307, identifier:item; 308, string:"type"; 309, string:"module"; 310, for_statement; 310, 311; 310, 312; 310, 313; 311, identifier:item; 312, identifier:dlist; 313, block; 313, 314; 314, delete_statement; 314, 315; 315, subscript; 315, 316; 315, 319; 316, attribute; 316, 317; 316, 318; 317, identifier:self; 318, identifier:_indent_stack; 319, binary_operator:+; 319, 320; 319, 321; 320, identifier:stack_length; 321, identifier:item
def _close_callable(self, node, force=False): """Record last line number of callable.""" # Only nodes that have a line number can be considered for closing # callables. Similarly, only nodes with lines greater than the one # already processed can be considered for closing callables try: lineno = node.lineno except AttributeError: return if lineno <= self._processed_line: return # [[[cog # code = """ # print(pcolor('Close callable @ line = {0}'.format(lineno), 'green')) # """ # cog.out(code) # ]]] # [[[end]]] # Extract node name for property closing. Once a property is found, # it can only be closed out by a node type that has a name name = "" try: name = ( node.name if hasattr(node, "name") else ( node.targets[0].id if hasattr(node.targets[0], "id") else node.targets[0].value.id ) ) except AttributeError: pass # Traverse backwards through call stack and close callables as needed indent = self._get_indent(node) count = -1 # [[[cog # code = """ # print( # pcolor( # ' Name {0} @ {1}, indent = {2}'.format( # name if name else 'None', lineno, indent # ), # 'yellow' # ) # ) # """ # cog.out(code) # ]]] # [[[end]]] dlist = [] while count >= -len(self._indent_stack): element_full_name = self._indent_stack[count]["full_name"] edict = self._callables_db.get(element_full_name, None) stack_indent = self._indent_stack[count]["level"] open_callable = element_full_name and (not edict["last_lineno"]) # [[[cog # code = """ # print( # pcolor( # ' Name {0}, indent, {1}, stack_indent {2}'.format( # element_full_name, indent, stack_indent # ), # 'yellow' # ) # ) # """ # cog.out(code) # ]]] # [[[end]]] if open_callable and ( force or (indent < stack_indent) or ( (indent == stack_indent) and ( (edict["type"] != "prop") or ( (edict["type"] == "prop") and (name and (name != element_full_name)) ) ) ) ): # [[[cog # code = """ # print( # pcolor( # ' Closing {0} @ {1}'.format( # element_full_name, lineno-1 # ), # 'yellow' # ) # ) # """ # cog.out(code) # ]]] # [[[end]]] edict["last_lineno"] = lineno - 1 dlist.append(count) if indent > stack_indent: break count -= 1 # Callables have to be removed from stack when they are closed, # otherwise if a callable is subsequently followed after a few # lines by another callable at a further indentation level (like a for # loop) the second callable would incorrectly appear within the scope # of the first callable stack = self._indent_stack stack_length = len(self._indent_stack) dlist = [item for item in dlist if stack[item]["type"] != "module"] for item in dlist: del self._indent_stack[stack_length + item]
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:qteRemoveKey; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, typed_parameter; 5, 6; 5, 7; 6, identifier:keysequence; 7, type; 7, 8; 8, identifier:QtmacsKeysequence; 9, block; 9, 10; 9, 12; 9, 13; 9, 14; 9, 18; 9, 19; 9, 23; 9, 24; 9, 25; 9, 26; 9, 34; 9, 35; 9, 36; 9, 37; 9, 62; 9, 63; 9, 64; 9, 86; 9, 87; 9, 88; 9, 89; 9, 90; 9, 91; 9, 92; 9, 101; 9, 102; 10, expression_statement; 10, 11; 11, comment; 12, comment; 13, comment; 14, expression_statement; 14, 15; 15, assignment; 15, 16; 15, 17; 16, identifier:keyMap; 17, identifier:self; 18, comment; 19, expression_statement; 19, 20; 20, assignment; 20, 21; 20, 22; 21, identifier:keyMapRef; 22, identifier:keyMap; 23, comment; 24, comment; 25, comment; 26, expression_statement; 26, 27; 27, assignment; 27, 28; 27, 29; 28, identifier:keysequence; 29, call; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, identifier:keysequence; 32, identifier:toQtKeylist; 33, argument_list; 34, comment; 35, comment; 36, comment; 37, for_statement; 37, 38; 37, 39; 37, 45; 37, 46; 37, 47; 37, 48; 38, identifier:key; 39, subscript; 39, 40; 39, 41; 40, identifier:keysequence; 41, slice; 41, 42; 41, 43; 42, colon; 43, unary_operator:-; 43, 44; 44, integer:1; 45, comment; 46, comment; 47, comment; 48, block; 48, 49; 48, 55; 48, 56; 49, if_statement; 49, 50; 49, 53; 50, comparison_operator:not; 50, 51; 50, 52; 51, identifier:key; 52, identifier:keyMap; 53, block; 53, 54; 54, return_statement; 55, comment; 56, expression_statement; 56, 57; 57, assignment; 57, 58; 57, 59; 58, identifier:keyMap; 59, subscript; 59, 60; 59, 61; 60, identifier:keyMap; 61, identifier:key; 62, comment; 63, comment; 64, if_statement; 64, 65; 64, 71; 64, 73; 65, comparison_operator:not; 65, 66; 65, 70; 66, subscript; 66, 67; 66, 68; 67, identifier:keysequence; 68, unary_operator:-; 68, 69; 69, integer:1; 70, identifier:keyMap; 71, block; 71, 72; 72, return_statement; 73, else_clause; 73, 74; 73, 75; 74, comment; 75, block; 75, 76; 76, expression_statement; 76, 77; 77, call; 77, 78; 77, 81; 78, attribute; 78, 79; 78, 80; 79, identifier:keyMap; 80, identifier:pop; 81, argument_list; 81, 82; 82, subscript; 82, 83; 82, 84; 83, identifier:keysequence; 84, unary_operator:-; 84, 85; 85, integer:1; 86, comment; 87, comment; 88, comment; 89, comment; 90, comment; 91, comment; 92, expression_statement; 92, 93; 93, assignment; 93, 94; 93, 95; 94, identifier:keysequence; 95, subscript; 95, 96; 95, 97; 96, identifier:keysequence; 97, slice; 97, 98; 97, 99; 98, colon; 99, unary_operator:-; 99, 100; 100, integer:1; 101, comment; 102, while_statement; 102, 103; 102, 108; 102, 109; 102, 110; 103, parenthesized_expression; 103, 104; 104, call; 104, 105; 104, 106; 105, identifier:len; 106, argument_list; 106, 107; 107, identifier:keysequence; 108, comment; 109, comment; 110, block; 110, 111; 110, 115; 110, 130; 110, 131; 110, 132; 110, 133; 110, 134; 111, expression_statement; 111, 112; 112, assignment; 112, 113; 112, 114; 113, identifier:keyMap; 114, identifier:keyMapRef; 115, for_statement; 115, 116; 115, 117; 115, 123; 116, identifier:key; 117, subscript; 117, 118; 117, 119; 118, identifier:keysequence; 119, slice; 119, 120; 119, 121; 120, colon; 121, unary_operator:-; 121, 122; 122, integer:1; 123, block; 123, 124; 124, expression_statement; 124, 125; 125, assignment; 125, 126; 125, 127; 126, identifier:keyMap; 127, subscript; 127, 128; 127, 129; 128, identifier:keyMap; 129, identifier:key; 130, comment; 131, comment; 132, comment; 133, comment; 134, if_statement; 134, 135; 134, 141; 134, 143; 135, call; 135, 136; 135, 137; 136, identifier:len; 137, argument_list; 137, 138; 138, subscript; 138, 139; 138, 140; 139, identifier:keyMap; 140, identifier:key; 141, block; 141, 142; 142, return_statement; 143, else_clause; 143, 144; 144, block; 144, 145; 145, expression_statement; 145, 146; 146, call; 146, 147; 146, 150; 147, attribute; 147, 148; 147, 149; 148, identifier:keyMap; 149, identifier:pop; 150, argument_list; 150, 151; 151, identifier:key
def qteRemoveKey(self, keysequence: QtmacsKeysequence): """ Remove ``keysequence`` from this key map. |Args| * ``keysequence`` (**QtmacsKeysequence**): key sequence to remove from this key map. |Returns| **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Get a dedicated reference to self to facilitate traversing # through the key map. keyMap = self # Keep a reference to the root element in the key map. keyMapRef = keyMap # Get the key sequence as a list of tuples, where each tuple # contains the the control modifier and the key code, and both # are specified as Qt constants. keysequence = keysequence.toQtKeylist() # ------------------------------------------------------------ # Remove the leaf element from the tree. # ------------------------------------------------------------ for key in keysequence[:-1]: # Quit if the key does not exist. This can happen if the # user tries to remove a key that has never been # registered. if key not in keyMap: return # Go one level down in the key-map tree. keyMap = keyMap[key] # The specified key sequence does not exist if the leaf # element (ie. last entry in the key sequence) is missing. if keysequence[-1] not in keyMap: return else: # Remove the leaf. keyMap.pop(keysequence[-1]) # ------------------------------------------------------------ # Prune the prefix path defined by ``keysequence`` and remove # all empty dictionaries. Start at the leaf level. # ------------------------------------------------------------ # Drop the last element in the key sequence, because it was # removed in the above code fragment already. keysequence = keysequence[:-1] # Now successively remove the key sequence in reverse order. while(len(keysequence)): # Start at the root and move to the last branch level # before the leaf level. keyMap = keyMapRef for key in keysequence[:-1]: keyMap = keyMap[key] # If the leaf is a non-empty dictionary then another key # with the same prefix still exists. In this case do # nothing. However, if the leaf is now empty it must be # removed. if len(keyMap[key]): return else: keyMap.pop(key)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 12; 2, function_name:find_labels; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 9; 4, identifier:self; 5, identifier:key; 6, default_parameter; 6, 7; 6, 8; 7, identifier:find_in_name; 8, True; 9, default_parameter; 9, 10; 9, 11; 10, identifier:find_in_units; 11, False; 12, block; 12, 13; 12, 15; 12, 125; 12, 162; 12, 184; 13, expression_statement; 13, 14; 14, comment; 15, if_statement; 15, 16; 15, 22; 16, comparison_operator:is; 16, 17; 16, 21; 17, call; 17, 18; 17, 19; 18, identifier:type; 19, argument_list; 19, 20; 20, identifier:key; 21, identifier:str; 22, block; 22, 23; 22, 27; 22, 123; 23, expression_statement; 23, 24; 24, assignment; 24, 25; 24, 26; 25, identifier:found_keys; 26, list:[]; 27, if_statement; 27, 28; 27, 34; 27, 86; 28, call; 28, 29; 28, 32; 29, attribute; 29, 30; 29, 31; 30, identifier:key; 31, identifier:startswith; 32, argument_list; 32, 33; 33, string:'~'; 34, block; 34, 35; 35, for_statement; 35, 36; 35, 39; 35, 45; 36, pattern_list; 36, 37; 36, 38; 37, identifier:label_no; 38, identifier:label; 39, call; 39, 40; 39, 41; 40, identifier:enumerate; 41, argument_list; 41, 42; 42, attribute; 42, 43; 42, 44; 43, identifier:self; 44, identifier:labels; 45, block; 45, 46; 45, 66; 46, if_statement; 46, 47; 46, 58; 47, boolean_operator:and; 47, 48; 47, 49; 48, identifier:find_in_name; 49, comparison_operator:in; 49, 50; 49, 55; 50, subscript; 50, 51; 50, 52; 51, identifier:key; 52, slice; 52, 53; 52, 54; 53, integer:1; 54, colon; 55, attribute; 55, 56; 55, 57; 56, identifier:label; 57, identifier:name; 58, block; 58, 59; 59, expression_statement; 59, 60; 60, call; 60, 61; 60, 64; 61, attribute; 61, 62; 61, 63; 62, identifier:found_keys; 63, identifier:append; 64, argument_list; 64, 65; 65, identifier:label_no; 66, if_statement; 66, 67; 66, 78; 67, boolean_operator:and; 67, 68; 67, 69; 68, identifier:find_in_units; 69, comparison_operator:in; 69, 70; 69, 75; 70, subscript; 70, 71; 70, 72; 71, identifier:key; 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def find_labels(self,key,find_in_name=True,find_in_units=False): """ Takes a string or a function to find a set of label indizes that match. If the string starts with a '~', the label only has to contain the string. """ if type(key) is str: found_keys = [] if key.startswith('~'): for label_no,label in enumerate(self.labels): if find_in_name and key[1:] in label.name: found_keys.append(label_no) if find_in_units and key[1:] in label.units: found_keys.append(label_no) else: for label_no,label in enumerate(self.labels): if find_in_name and key == label.name: return [label_no] if find_in_units and key == label.units: return [label_no] return found_keys if hasattr(key, '__call__'): found_keys = [] for label_no,label in enumerate(self.labels): if key(label): found_keys.append(label_no) return found_keys if type(key) is int: return [key] if key < self.matrix.shape[1] else [] return [key]
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 10; 2, function_name:_get_constrained_labels; 3, parameters; 3, 4; 3, 5; 3, 8; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:remove_dimensions; 7, False; 8, dictionary_splat_pattern; 8, 9; 9, identifier:kwargs; 10, block; 10, 11; 10, 13; 10, 17; 10, 263; 11, expression_statement; 11, 12; 12, comment; 13, expression_statement; 13, 14; 14, assignment; 14, 15; 14, 16; 15, identifier:new_labels; 16, list:[]; 17, for_statement; 17, 18; 17, 21; 17, 27; 18, pattern_list; 18, 19; 18, 20; 19, identifier:label_no; 20, identifier:label; 21, call; 21, 22; 21, 23; 22, identifier:enumerate; 23, argument_list; 23, 24; 24, attribute; 24, 25; 24, 26; 25, identifier:self; 26, identifier:labels; 27, block; 27, 28; 27, 35; 27, 39; 27, 248; 27, 256; 28, expression_statement; 28, 29; 29, assignment; 29, 30; 29, 31; 30, identifier:new_label; 31, call; 31, 32; 31, 33; 32, identifier:LabelDimension; 33, argument_list; 33, 34; 34, identifier:label; 35, expression_statement; 35, 36; 36, assignment; 36, 37; 36, 38; 37, identifier:remove; 38, False; 39, for_statement; 39, 40; 39, 41; 39, 42; 40, identifier:k; 41, identifier:kwargs; 42, block; 42, 43; 42, 70; 42, 126; 42, 153; 42, 208; 42, 235; 43, if_statement; 43, 44; 43, 49; 44, comparison_operator:==; 44, 45; 44, 46; 45, identifier:k; 46, attribute; 46, 47; 46, 48; 47, identifier:label; 48, identifier:name; 49, block; 49, 50; 49, 58; 49, 66; 50, expression_statement; 50, 51; 51, assignment; 51, 52; 51, 55; 52, attribute; 52, 53; 52, 54; 53, identifier:new_label; 54, identifier:max; 55, subscript; 55, 56; 55, 57; 56, identifier:kwargs; 57, identifier:k; 58, expression_statement; 58, 59; 59, assignment; 59, 60; 59, 63; 60, attribute; 60, 61; 60, 62; 61, identifier:new_label; 62, identifier:min; 63, subscript; 63, 64; 63, 65; 64, identifier:kwargs; 65, identifier:k; 66, expression_statement; 66, 67; 67, assignment; 67, 68; 67, 69; 68, identifier:remove; 69, True; 70, if_statement; 70, 71; 70, 78; 71, comparison_operator:==; 71, 72; 71, 73; 72, identifier:k; 73, binary_operator:+; 73, 74; 73, 77; 74, attribute; 74, 75; 74, 76; 75, identifier:label; 76, identifier:name; 77, string:'__lt'; 78, block; 78, 79; 78, 125; 79, if_statement; 79, 80; 79, 85; 79, 106; 80, comparison_operator:==; 80, 81; 80, 84; 81, attribute; 81, 82; 81, 83; 82, identifier:new_label; 83, identifier:units; 84, string:'1'; 85, block; 85, 86; 85, 105; 86, expression_statement; 86, 87; 87, assignment; 87, 88; 87, 91; 88, attribute; 88, 89; 88, 90; 89, identifier:new_label; 90, identifier:max; 91, call; 91, 92; 91, 95; 92, attribute; 92, 93; 92, 94; 93, identifier:np; 94, identifier:min; 95, argument_list; 95, 96; 96, list:[new_label.max,kwargs[k]-1]; 96, 97; 96, 100; 97, attribute; 97, 98; 97, 99; 98, identifier:new_label; 99, identifier:max; 100, binary_operator:-; 100, 101; 100, 104; 101, subscript; 101, 102; 101, 103; 102, identifier:kwargs; 103, identifier:k; 104, integer:1; 105, comment; 106, else_clause; 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173, identifier:min; 174, call; 174, 175; 174, 178; 175, attribute; 175, 176; 175, 177; 176, identifier:np; 177, identifier:max; 178, argument_list; 178, 179; 179, list:[new_label.min,kwargs[k]+1]; 179, 180; 179, 183; 180, attribute; 180, 181; 180, 182; 181, identifier:new_label; 182, identifier:min; 183, binary_operator:+; 183, 184; 183, 187; 184, subscript; 184, 185; 184, 186; 185, identifier:kwargs; 186, identifier:k; 187, integer:1; 188, else_clause; 188, 189; 189, block; 189, 190; 190, expression_statement; 190, 191; 191, assignment; 191, 192; 191, 195; 192, attribute; 192, 193; 192, 194; 193, identifier:new_label; 194, identifier:min; 195, call; 195, 196; 195, 199; 196, attribute; 196, 197; 196, 198; 197, identifier:np; 198, identifier:max; 199, argument_list; 199, 200; 200, list:[new_label.min,kwargs[k]]; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:new_label; 203, identifier:min; 204, subscript; 204, 205; 204, 206; 205, identifier:kwargs; 206, identifier:k; 207, comment; 208, if_statement; 208, 209; 208, 216; 209, comparison_operator:==; 209, 210; 209, 211; 210, identifier:k; 211, binary_operator:+; 211, 212; 211, 215; 212, attribute; 212, 213; 212, 214; 213, identifier:label; 214, identifier:name; 215, string:'__gte'; 216, block; 216, 217; 216, 234; 217, expression_statement; 217, 218; 218, assignment; 218, 219; 218, 222; 219, attribute; 219, 220; 219, 221; 220, identifier:new_label; 221, identifier:min; 222, call; 222, 223; 222, 226; 223, attribute; 223, 224; 223, 225; 224, identifier:np; 225, identifier:max; 226, argument_list; 226, 227; 227, list:[new_label.min,kwargs[k]]; 227, 228; 227, 231; 228, attribute; 228, 229; 228, 230; 229, identifier:new_label; 230, identifier:min; 231, subscript; 231, 232; 231, 233; 232, identifier:kwargs; 233, identifier:k; 234, comment; 235, if_statement; 235, 236; 235, 243; 236, comparison_operator:==; 236, 237; 236, 238; 237, identifier:k; 238, binary_operator:+; 238, 239; 238, 242; 239, attribute; 239, 240; 239, 241; 240, identifier:label; 241, identifier:name; 242, string:'__evals'; 243, block; 243, 244; 244, expression_statement; 244, 245; 245, assignment; 245, 246; 245, 247; 246, identifier:remove; 247, True; 248, if_statement; 248, 249; 248, 250; 249, identifier:remove_dimensions; 250, block; 250, 251; 251, if_statement; 251, 252; 251, 253; 251, 254; 252, identifier:remove; 253, comment; 254, block; 254, 255; 255, continue_statement; 256, expression_statement; 256, 257; 257, call; 257, 258; 257, 261; 258, attribute; 258, 259; 258, 260; 259, identifier:new_labels; 260, identifier:append; 261, argument_list; 261, 262; 262, identifier:new_label; 263, return_statement; 263, 264; 264, identifier:new_labels
def _get_constrained_labels(self,remove_dimensions=False,**kwargs): """ returns labels which have updated minima and maxima, depending on the kwargs supplied to this """ new_labels = [] for label_no,label in enumerate(self.labels): new_label = LabelDimension(label) remove = False for k in kwargs: if k == label.name: new_label.max = kwargs[k] new_label.min = kwargs[k] remove = True if k == label.name+'__lt': if new_label.units == '1': new_label.max = np.min([new_label.max,kwargs[k]-1]) # is this right? else: new_label.max = np.min([new_label.max,kwargs[k]]) #remove = True if k == label.name+'__lte': new_label.max = np.min([new_label.max,kwargs[k]]) #remove = True if k == label.name+'__gt': if new_label.units == '1': new_label.min = np.max([new_label.min,kwargs[k]+1]) else: new_label.min = np.max([new_label.min,kwargs[k]]) #remove = True if k == label.name+'__gte': new_label.min = np.max([new_label.min,kwargs[k]]) #remove = True if k == label.name+'__evals': remove = True if remove_dimensions: if remove: # skipping removed labels continue new_labels.append(new_label) return new_labels
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:populate_field_values; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, identifier:data; 6, block; 6, 7; 6, 9; 6, 38; 6, 79; 6, 225; 7, expression_statement; 7, 8; 8, comment; 9, if_statement; 9, 10; 9, 16; 10, not_operator; 10, 11; 11, attribute; 11, 12; 11, 15; 12, attribute; 12, 13; 12, 14; 13, identifier:self; 14, identifier:_meta; 15, identifier:case_sensitive_fields; 16, block; 16, 17; 17, expression_statement; 17, 18; 18, assignment; 18, 19; 18, 20; 19, identifier:data; 20, dictionary_comprehension; 20, 21; 20, 28; 21, pair; 21, 22; 21, 27; 22, call; 22, 23; 22, 26; 23, attribute; 23, 24; 23, 25; 24, identifier:k; 25, identifier:lower; 26, argument_list; 27, identifier:v; 28, for_in_clause; 28, 29; 28, 32; 29, pattern_list; 29, 30; 29, 31; 30, identifier:k; 31, identifier:v; 32, call; 32, 33; 32, 36; 33, attribute; 33, 34; 33, 35; 34, identifier:six; 35, identifier:iteritems; 36, argument_list; 36, 37; 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142, 143; 143, assignment; 143, 144; 143, 145; 144, identifier:value; 145, call; 145, 146; 145, 149; 146, attribute; 146, 147; 146, 148; 147, identifier:field; 148, identifier:to_python; 149, argument_list; 149, 150; 149, 153; 150, subscript; 150, 151; 150, 152; 151, identifier:data; 152, identifier:name; 153, identifier:self; 154, elif_clause; 154, 155; 154, 164; 155, boolean_operator:and; 155, 156; 155, 159; 156, attribute; 156, 157; 156, 158; 157, identifier:field; 158, identifier:required; 159, comparison_operator:is; 159, 160; 159, 163; 160, attribute; 160, 161; 160, 162; 161, identifier:field; 162, identifier:default; 163, None; 164, block; 164, 165; 164, 179; 165, expression_statement; 165, 166; 166, assignment; 166, 167; 166, 168; 167, identifier:message; 168, call; 168, 169; 168, 172; 169, attribute; 169, 170; 169, 171; 170, string:"Response from {0} is missing required field '{1}'"; 171, identifier:format; 172, argument_list; 172, 173; 172, 176; 173, attribute; 173, 174; 173, 175; 174, identifier:self; 175, identifier:_url; 176, attribute; 176, 177; 176, 178; 177, identifier:field; 178, identifier:name; 179, if_statement; 179, 180; 179, 183; 179, 189; 180, attribute; 180, 181; 180, 182; 181, identifier:self; 182, identifier:_strict; 183, block; 183, 184; 184, raise_statement; 184, 185; 185, call; 185, 186; 185, 187; 186, identifier:MissingFieldException; 187, argument_list; 187, 188; 188, identifier:message; 189, else_clause; 189, 190; 190, block; 190, 191; 191, expression_statement; 191, 192; 192, call; 192, 193; 192, 196; 193, attribute; 193, 194; 193, 195; 194, identifier:logger; 195, identifier:warn; 196, argument_list; 196, 197; 197, identifier:message; 198, elif_clause; 198, 199; 198, 204; 199, comparison_operator:is; 199, 200; 199, 203; 200, attribute; 200, 201; 200, 202; 201, identifier:field; 202, identifier:default; 203, None; 204, block; 204, 205; 205, expression_statement; 205, 206; 206, assignment; 206, 207; 206, 208; 207, identifier:value; 208, call; 208, 209; 208, 212; 209, attribute; 209, 210; 209, 211; 210, identifier:copy; 211, identifier:copy; 212, argument_list; 212, 213; 213, attribute; 213, 214; 213, 215; 214, identifier:field; 215, identifier:default; 216, expression_statement; 216, 217; 217, call; 217, 218; 217, 219; 218, identifier:setattr; 219, argument_list; 219, 220; 219, 221; 219, 224; 220, identifier:self; 221, attribute; 221, 222; 221, 223; 222, identifier:field; 223, identifier:_attr_name; 224, identifier:value; 225, expression_statement; 225, 226; 226, assignment; 226, 227; 226, 230; 227, attribute; 227, 228; 227, 229; 228, identifier:self; 229, identifier:_populated_field_values; 230, True
def populate_field_values(self, data): """Load resource data and populate field values""" if not self._meta.case_sensitive_fields: data = {k.lower(): v for k, v in six.iteritems(data)} if self._meta.match_fuzzy_keys: # String any non-alphanumeric chars from each key data = {''.join(x for x in k if x in ALPHANUMERIC).lower(): v for k, v in six.iteritems(data)} for field in self._meta.fields: name = field.name if self._meta.case_sensitive_fields else field.name.lower() value = None if self._meta.match_fuzzy_keys: name = ''.join(x for x in name if x in ALPHANUMERIC).lower() if name in data: value = field.to_python(data[name], self) elif field.required and field.default is None: message = "Response from {0} is missing required field '{1}'".format(self._url, field.name) if self._strict: raise MissingFieldException(message) else: logger.warn(message) elif field.default is not None: value = copy.copy(field.default) setattr(self, field._attr_name, value) self._populated_field_values = True
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def build_contact(request, slug=""): """ Builds appropriate contact form based on options set in the contact_form controller. """ controller = get_object_or_404(ContactFormController, slug=slug) site = Site.objects.get_current() UserModel = get_user_model() user = request.user form = ContactForm(request.POST or None, request.FILES or None, controller=controller) # if we know, fill in the user name and email if user.is_authenticated: # first, resolve username for tango and non-tango sites try: name = user.display_name except AttributeError: name = user.username form.fields['sender_name'].widget.attrs['readonly'] = 'true' form.fields['sender_name'].initial = name form.fields['sender_email'].widget.attrs['readonly'] = 'true' form.fields['sender_email'].initial = user.email if form.is_valid(): if controller.store_in_db: # To do: sanitize submission. new_msg = Contact(**form.cleaned_data) new_msg.controller = controller new_msg.site = site if controller.override_subject: # we're overriding the subject new_msg.subject = controller.override_subject new_msg.save() if controller.send_emails: form_data = form.cleaned_data if controller.override_subject: subject = controller.override_subject elif 'subject' in form_data: subject = form_data['subject'] else: subject = "{} message from {}".format(controller.name, form_data['sender_name']) body = "{} \n\n {}".format(form_data['body'], form_data['sender_name']) if controller.request_contact_info: body += "\nAddress: {} \nCity: {} \nState: {} \nPhone: {}".format( form_data['contact_address'], form_data['contact_city'], form_data['contact_state'], form_data['contact_phone'] ) if controller.email_options == '2': # Create selectable list from recipients try: to = [UserModel.objects.get(username=form.cleaned_data['to']).email] except Exception: to = [form.cleaned_data['to']] if controller.email_options == '1': to = [r.email for r in controller.recipients.all()] for r in controller.other_recipients.all(): to.append(r.email) if 'send_a_copy' in form.cleaned_data: to.append(form.cleaned_data['sender_email']) mail = EmailMessage( subject=subject, body=body, from_email=form.cleaned_data['sender_email'], to=to ) if 'photo' in request.FILES: photo = request.FILES['photo'] mail.attach(photo.name, photo.read(), photo.content_type) mail.send() return render(request, 'success_url', {'controller': controller}) return render(request, 'contact/form.html', { 'form': form, 'site': site, 'controller': controller })
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def stop_task(self, task_tag, stop_dependent=True, stop_requirements=False): """ Stop task with the given task tag. If task already stopped, then nothing happens. :param task_tag: task to stop :param stop_dependent: if True, then every task, that require the given task as dependency, will be \ stopped before. :param stop_requirements: if True, then every task, that is required as dependency for the given task, \ will be stopped after. :return: None """ # TODO: "coverage" requires more tests task = self.started_tasks(task_registry_id=task_tag) if task is None: return def stop(task_to_stop): if task_to_stop in self.__started: if isinstance(task_to_stop, WStoppableTask) is True: task_to_stop.stop() self.__started.remove(task_to_stop) def stop_dependency(task_to_stop): deeper_dependencies = [] for dependent_task in self.__started: if task_to_stop.__registry_tag__ in dependent_task.__class__.__dependency__: deeper_dependencies.append(dependent_task) for dependent_task in deeper_dependencies: stop_dependency(dependent_task) stop(task_to_stop) def calculate_requirements(task_to_stop, cross_requirements=False): requirements = set() for dependent_task in self.__started: if dependent_task.__class__.__registry_tag__ in task_to_stop.__class__.__dependency__: requirements.add(dependent_task) if cross_requirements is True: return requirements result = set() for task_a in requirements: requirement_match = False for task_b in requirements: if task_a.__class__.__registry_tag__ in task_b.__class__.__dependency__: requirement_match = True break if requirement_match is False: result.add(task_a) return result def calculate_priorities(task_to_stop, *extra_tasks, current_result=None, requirements_left=None): if current_result is None: current_result = [] tasks_to_stop = [task_to_stop] if len(extra_tasks) > 0: tasks_to_stop.extend(extra_tasks) current_result.append(list(tasks_to_stop)) all_requirements = calculate_requirements(tasks_to_stop[0], cross_requirements=True) nested_requirements = calculate_requirements(tasks_to_stop[0]) for dependent_task in tasks_to_stop[1:]: nested_requirements = nested_requirements.union(calculate_requirements(dependent_task)) all_requirements.update(calculate_requirements(dependent_task, cross_requirements=True)) all_requirements = all_requirements.difference(nested_requirements) if requirements_left is not None: requirements_left = requirements_left.difference(all_requirements) nested_requirements.update(requirements_left) if len(nested_requirements) == 0: return current_result return calculate_priorities( *list(nested_requirements), current_result=current_result, requirements_left=all_requirements ) if stop_dependent is True: stop_dependency(task) if stop_requirements is True: for task_list in calculate_priorities(task): for single_task in task_list: stop(single_task) if stop_dependent is not True: # check if we've already stopped this task stop(task)
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def diffs2persistence(rev_docs, window_size=50, revert_radius=15, sunset=None, verbose=False): """ Processes a sorted and page-partitioned sequence of revision documents into and adds a 'persistence' field to them containing statistics about how each token "added" in the revision persisted through future revisions. :Parameters: rev_docs : `iterable` ( `dict` ) JSON documents of revision data containing a 'diff' field as generated by ``dump2diffs``. It's assumed that rev_docs are partitioned by page and otherwise in chronological order. window_size : `int` The size of the window of revisions from which persistence data will be generated. revert_radius : `int` The number of revisions back that a revert can reference. sunset : :class:`mwtypes.Timestamp` The date of the database dump we are generating from. This is used to apply a 'time visible' statistic. If not set, now() will be assumed. keep_diff : `bool` Do not drop the `diff` field from the revision document after processing is complete. verbose : `bool` Prints out dots and stuff to stderr :Returns: A generator of rev_docs with a 'persistence' field containing statistics about individual tokens. """ rev_docs = mwxml.utilities.normalize(rev_docs) window_size = int(window_size) revert_radius = int(revert_radius) sunset = Timestamp(sunset) if sunset is not None \ else Timestamp(time.time()) # Group the docs by page page_docs = groupby(rev_docs, key=lambda d: d['page']['title']) for page_title, rev_docs in page_docs: if verbose: sys.stderr.write(page_title + ": ") # We need a look-ahead to know how long this revision was visible rev_docs = peekable(rev_docs) # The window allows us to manage memory window = deque(maxlen=window_size) # The state does the actual processing work state = DiffState(revert_radius=revert_radius) while rev_docs: rev_doc = next(rev_docs) next_doc = rev_docs.peek(None) if next_doc is not None: seconds_visible = Timestamp(next_doc['timestamp']) - \ Timestamp(rev_doc['timestamp']) else: seconds_visible = sunset - Timestamp(rev_doc['timestamp']) if seconds_visible < 0: logger.warn("Seconds visible {0} is less than zero." .format(seconds_visible)) seconds_visible = 0 _, tokens_added, _ = \ state.update_opdocs(rev_doc['sha1'], rev_doc['diff']['ops'], (rev_doc['user'], seconds_visible)) if len(window) == window_size: # Time to start writing some stats old_doc, old_added = window[0] window.append((rev_doc, tokens_added)) persistence = token_persistence(old_doc, old_added, window, None) old_doc['persistence'] = persistence yield old_doc if verbose: sys.stderr.write(".") sys.stderr.flush() else: window.append((rev_doc, tokens_added)) while len(window) > 0: old_doc, old_added = window.popleft() persistence = token_persistence(old_doc, old_added, window, sunset) old_doc['persistence'] = persistence yield old_doc if verbose: sys.stderr.write("_") sys.stderr.flush() if verbose: sys.stderr.write("\n")
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def qteAddWidget(self, widgetObj: QtGui.QWidget, isFocusable: bool=True, widgetSignature: str=None, autoBind: bool=True): """ Augment the standard Qt ``widgetObj`` with Qtmacs specific fields. Example: from a programmers perspective there is no difference between:: wid = QtGui.QTextEdit(self) and:: wid = self.qteAddWidget(QtGui.QTextEdit(self)) Both return a handle to a Qt widget (a ``QTextEdit`` in this case). However, the ``qteAddWidget`` adds the following fields to the object: * ``_qteAdmin``: this is an instance of the ``QtmacsAdminStructure`` to tell Qtmacs how to treat the widget. * ``qteSignature``: an attribute that returns the signature of the widget and equals ``widgetSignature``. If no such signature was specified it defaults to the Qt internal name as a string, eg. for a push button this would be 'QPushButton'. * ``qteSetKeyFilterPolicy``: this points directly to the equally named method inside the _qteAdmin object. This is a convenience shortcut to avoid using the _qteAdmin structure directly in macro/applet code, because only Qtmacs itself should temper with it. |Args| * ``widgetObj`` (**QWidget**): any widget from the QtGui library. * ``isFocusable`` (**bool**): whether or not the widget can receive the focus. * ``widgetSignature`` (**str**): specify the widget signature (defaults to class name) * ``autoBind`` (**bool**): if **True** and ``widgetSignature`` is a recognisable name (eg. **QTextEdit**) then automatically load the appropriate key-bindings for this widget. |Returns| * **QWidget**: handle to widget object (or **None** if it could not be added). |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. """ # Add a Qtmacs data structure to the widget to allow their # event administration. Note that, in all likelihood, the # widget is an arbitrary Qt widget (eg. QLineEdit, # QPushButton, etc). widgetObj._qteAdmin = QtmacsAdminStructure( self, isFocusable=isFocusable) widgetObj._qteAdmin.appletID = self._qteAdmin.appletID # Specify that this widget is not a QtmacsApplet. widgetObj._qteAdmin.isQtmacsApplet = False # Remember the signature of the applet containing this widget. widgetObj._qteAdmin.appletSignature = self.qteAppletSignature() # Set the widget signature. If none was specified, use the # class name (eg. QLineEdit). if widgetSignature is None: widgetObj._qteAdmin.widgetSignature = widgetObj.__class__.__name__ else: widgetObj._qteAdmin.widgetSignature = widgetSignature # For convenience, as it is otherwise difficult for the macro # programmer to determine the widget signature used by Qtmacs. # Note: the "wo" is only a shorthand to avoid too long lines. wo = widgetObj wo.qteSignature = wo._qteAdmin.widgetSignature wo.qteSetKeyFilterPolicy = wo._qteAdmin.qteSetKeyFilterPolicy del wo # Add the widget to the widgetList of this QtmacsApplet. # Important: this MUST happen before macros and key-bindings are loaded # and bound automatically (see code below) because the method to # bind the keys will verify that the widget exists in ``widgetList``. self._qteAdmin.widgetList.append(widgetObj) # If a widget has a default key-bindings file then the global # dictionary ``default_widget_keybindings`` will contain its # name. default_bind = qte_global.default_widget_keybindings if autoBind and (widgetObj.qteSignature in default_bind): # Shorthand. module_name = default_bind[widgetObj.qteSignature] # Import the module with the default key-bindings for the # current widget type. try: mod = importlib.import_module(module_name) except ImportError: msg = ('Module <b>{}</b> could not be imported.'.format( module_name)) self.qteLogger.exception(msg, stack_info=True) return if hasattr(mod, 'install_macros_and_bindings'): # By convention, the module has an # install_macros_and_bindings method. If an error # occurs intercept it, but do not abort the method # since the error only relates to a failed attempt to # apply default key-bindings, not to register the # widget (the main purpose of this method). try: mod.install_macros_and_bindings(widgetObj) except Exception: msg = ('<b>install_macros_and_bindings</b> function' ' in <b>{}</b> did not execute properly.') msg = msg.format(module_name) self.qteLogger.error(msg, stack_info=True) else: msg = ('Module <b>{}</b> has no ' '<b>install_macros_and_bindings</b>' ' method'.format(module_name)) self.qteLogger.error(msg) return widgetObj
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def qteSetWidgetFocusOrder(self, widList: tuple): """ Change the focus order of the widgets in this applet. This method re-arranges the internal (cyclic) widget list so that all widgets specified in ``widList`` will be focused in the given order. |Args| * ``widList`` (**tuple**): a tuple of widget objects. |Returns| * **None** |Raises| * **None** """ # A list with less than two entries cannot be re-ordered. if len(widList) < 2: return # Housekeeping: remove non-existing widgets from the admin structure. self.qteAutoremoveDeletedWidgets() # Remove all **None** widgets. widList = [_ for _ in widList if _ is not None] # Ensure that all widgets exist in the current applet. for wid in widList: if wid not in self._qteAdmin.widgetList: msg = 'Cannot change focus order because some ' msg += 'widgets do not exist.' self.qteLogger.warning(msg) return # Remove all duplicates from the user supplied list. newList = [widList[0]] for wid in widList[1:]: if wid not in newList: newList.append(wid) # If the duplicate free list has only one entry then there is # nothing left to reorder. if len(newList) < 2: return # The purpose of the code is the following: suppose # _qteAdmin.widgetList = [0,1,2,3,4,5] and newList=[2,5,1]. # Then change _qteAdmin.widgetList to [0,1,2,5,1,3,4]. Step # 1: remove all but the first widget in newList from # _qteAdmin.widgetList. for wid in newList[1:]: self._qteAdmin.widgetList.remove(wid) # 2: re-insert the removed elements as a sequence again. startIdx = self._qteAdmin.widgetList.index(newList[0]) + 1 for idx, wid in enumerate(newList[1:]): self._qteAdmin.widgetList.insert(startIdx + idx, wid)
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def qteNextWidget(self, numSkip: int=1, ofsWidget: QtGui.QWidget=None, skipVisible: bool=False, skipInvisible: bool=True, skipFocusable: bool=False, skipUnfocusable: bool=True): """ Return the next widget in cyclic order. If ``ofsWidget`` is **None** then start counting at the currently active widget and return the applet ``numSkip`` items away in cyclic order in the internal widget list. If ``numSkip`` is positive traverse the applet list forwards, otherwise backwards. The methods supports the following selection criteria: * ``skipVisible``: only invisible widgets are considered. * ``skipInvisible``: only visible widgets are considered. * ``skipFocusable``: only unfocusable widgets are considered. * ``skipUnfocusable``: only unfocusable widgets are considered. |Args| * ``numSkip`` (**int**): number of applets to skip. * ``ofsWidget`` (**QWidget**): widget from where to start counting. * ``skipVisible`` (**bool**): whether or not to skip currently shown widgets. * ``skipInvisible`` (**bool**): whether or not to skip currently not shown widgets. * ``skipFocusable`` (**bool**): whether or not to skip focusable widgets. * ``skipUnfocusable`` (**bool**): whether or not to skip unfocusable widgets. |Returns| * **QWidget**: either the next widget that fits the criteria, or **None** if no such widget exists. |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type. * **QtmacsOtherError** if ``ofsWidget`` was not added with ``qteAddWidget``. """ # Check type of input arguments. if not hasattr(ofsWidget, '_qteAdmin') and (ofsWidget is not None): msg = '<ofsWidget> was probably not added with <qteAddWidget>' msg += ' method because it lacks the <_qteAdmin> attribute.' raise QtmacsOtherError(msg) # Housekeeping: remove non-existing widgets from the admin structure. self.qteAutoremoveDeletedWidgets() # Make a copy of the widget list. widList = list(self._qteAdmin.widgetList) # Return immediately if the widget list is empty. The actual # return value is either self._qteActiveWidget (if it points # to a child widget of the current applet), or None. if not len(widList): if qteGetAppletFromWidget(self._qteActiveWidget) is self: return self._qteActiveWidget else: return None if skipInvisible: # Remove all invisible widgets. widList = [wid for wid in widList if wid.isVisible()] if skipVisible: # Remove all visible widgets. widList = [wid for wid in widList if not wid.isVisible()] if skipFocusable: # Remove all visible widgets. widList = [wid for wid in widList if not wid._qteAdmin.isFocusable] if skipUnfocusable: # Remove all unfocusable widgets. widList = [wid for wid in widList if wid._qteAdmin.isFocusable] # Return immediately if the list is empty. This is typically # the case at startup before any applet has been added. if not len(widList): return None # If no offset widget was given then use the currently active one. if ofsWidget is None: ofsWidget = self._qteActiveWidget if (ofsWidget is not None) and (numSkip == 0): if qteIsQtmacsWidget(ofsWidget): return ofsWidget # Determine the index of the offset widget; assume it is zero # if the widget does not exist, eg. if the currently active # applet is not part of the pruned widList list. try: ofsIdx = widList.index(ofsWidget) except ValueError: ofsIdx = 0 # Compute the index of the next widget and wrap around the # list if necessary. ofsIdx = (ofsIdx + numSkip) % len(widList) # Return the widget. return widList[ofsIdx]
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 11; 2, function_name:qteMakeWidgetActive; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, typed_parameter; 5, 6; 5, 7; 6, identifier:widgetObj; 7, type; 7, 8; 8, attribute; 8, 9; 8, 10; 9, identifier:QtGui; 10, identifier:QWidget; 11, block; 11, 12; 11, 14; 11, 15; 11, 27; 11, 28; 11, 29; 11, 46; 11, 47; 11, 48; 11, 63; 11, 64; 11, 78; 11, 79; 11, 85; 11, 86; 11, 118; 11, 119; 11, 120; 11, 121; 11, 132; 12, expression_statement; 12, 13; 13, comment; 14, comment; 15, if_statement; 15, 16; 15, 19; 16, comparison_operator:is; 16, 17; 16, 18; 17, identifier:widgetObj; 18, None; 19, block; 19, 20; 19, 26; 20, expression_statement; 20, 21; 21, assignment; 21, 22; 21, 25; 22, attribute; 22, 23; 22, 24; 23, identifier:self; 24, identifier:_qteActiveWidget; 25, None; 26, return_statement; 27, comment; 28, comment; 29, if_statement; 29, 30; 29, 36; 30, comparison_operator:is; 30, 31; 30, 35; 31, call; 31, 32; 31, 33; 32, identifier:qteGetAppletFromWidget; 33, argument_list; 33, 34; 34, identifier:widgetObj; 35, identifier:self; 36, block; 36, 37; 36, 41; 37, expression_statement; 37, 38; 38, assignment; 38, 39; 38, 40; 39, identifier:msg; 40, string:'The specified widget is not inside the current applet.'; 41, raise_statement; 41, 42; 42, call; 42, 43; 42, 44; 43, identifier:QtmacsOtherError; 44, argument_list; 44, 45; 45, identifier:msg; 46, comment; 47, comment; 48, if_statement; 48, 49; 48, 55; 49, not_operator; 49, 50; 50, call; 50, 51; 50, 52; 51, identifier:hasattr; 52, argument_list; 52, 53; 52, 54; 53, identifier:widgetObj; 54, string:'_qteAdmin'; 55, block; 55, 56; 55, 62; 56, expression_statement; 56, 57; 57, assignment; 57, 58; 57, 61; 58, attribute; 58, 59; 58, 60; 59, identifier:self; 60, identifier:_qteActiveWidget; 61, identifier:widgetObj; 62, return_statement; 63, comment; 64, if_statement; 64, 65; 64, 70; 65, attribute; 65, 66; 65, 69; 66, attribute; 66, 67; 66, 68; 67, identifier:widgetObj; 68, identifier:_qteAdmin; 69, identifier:isQtmacsApplet; 70, block; 70, 71; 70, 77; 71, expression_statement; 71, 72; 72, assignment; 72, 73; 72, 76; 73, attribute; 73, 74; 73, 75; 74, identifier:self; 75, identifier:_qteActiveWidget; 76, None; 77, return_statement; 78, comment; 79, expression_statement; 79, 80; 80, call; 80, 81; 80, 84; 81, attribute; 81, 82; 81, 83; 82, identifier:self; 83, identifier:qteAutoremoveDeletedWidgets; 84, argument_list; 85, comment; 86, if_statement; 86, 87; 86, 94; 87, comparison_operator:not; 87, 88; 87, 89; 88, identifier:widgetObj; 89, attribute; 89, 90; 89, 93; 90, attribute; 90, 91; 90, 92; 91, identifier:self; 92, identifier:_qteAdmin; 93, identifier:widgetList; 94, block; 94, 95; 94, 99; 94, 111; 94, 117; 95, expression_statement; 95, 96; 96, assignment; 96, 97; 96, 98; 97, identifier:msg; 98, string:'Widget is not registered for this applet.'; 99, expression_statement; 99, 100; 100, call; 100, 101; 100, 106; 101, attribute; 101, 102; 101, 105; 102, attribute; 102, 103; 102, 104; 103, identifier:self; 104, identifier:qteLogger; 105, identifier:error; 106, argument_list; 106, 107; 106, 108; 107, identifier:msg; 108, keyword_argument; 108, 109; 108, 110; 109, identifier:stack_info; 110, True; 111, expression_statement; 111, 112; 112, assignment; 112, 113; 112, 116; 113, attribute; 113, 114; 113, 115; 114, identifier:self; 115, identifier:_qteActiveWidget; 116, None; 117, return_statement; 118, comment; 119, comment; 120, comment; 121, expression_statement; 121, 122; 122, call; 122, 123; 122, 126; 123, attribute; 123, 124; 123, 125; 124, identifier:self; 125, identifier:qteSetWidgetFocusOrder; 126, argument_list; 126, 127; 127, tuple; 127, 128; 127, 131; 128, attribute; 128, 129; 128, 130; 129, identifier:self; 130, identifier:_qteActiveWidget; 131, identifier:widgetObj; 132, expression_statement; 132, 133; 133, assignment; 133, 134; 133, 137; 134, attribute; 134, 135; 134, 136; 135, identifier:self; 136, identifier:_qteActiveWidget; 137, identifier:widgetObj
def qteMakeWidgetActive(self, widgetObj: QtGui.QWidget): """ Give keyboard focus to ``widgetObj``. If ``widgetObj`` is **None** then the internal focus state is reset, but the focus manger will automatically activate the first available widget again. |Args| * ``widgetObj`` (**QWidget**): the widget to focus on. |Returns| * **None** |Raises| * **QtmacsOtherError** if ``widgetObj`` was not added with ``qteAddWidget``. """ # Void the active widget information. if widgetObj is None: self._qteActiveWidget = None return # Ensure that this applet is an ancestor of ``widgetObj`` # inside the Qt hierarchy. if qteGetAppletFromWidget(widgetObj) is not self: msg = 'The specified widget is not inside the current applet.' raise QtmacsOtherError(msg) # If widgetObj is not registered with Qtmacs then simply declare # it active and return. if not hasattr(widgetObj, '_qteAdmin'): self._qteActiveWidget = widgetObj return # Do nothing if widgetObj refers to an applet. if widgetObj._qteAdmin.isQtmacsApplet: self._qteActiveWidget = None return # Housekeeping: remove non-existing widgets from the admin structure. self.qteAutoremoveDeletedWidgets() # Verify the widget is registered for this applet. if widgetObj not in self._qteAdmin.widgetList: msg = 'Widget is not registered for this applet.' self.qteLogger.error(msg, stack_info=True) self._qteActiveWidget = None return # The focus manager in QtmacsMain will hand the focus to # whatever the _qteActiveWidget variable of the active applet # points to. self.qteSetWidgetFocusOrder((self._qteActiveWidget, widgetObj)) self._qteActiveWidget = widgetObj
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206, identifier:set; 207, argument_list; 208, return_statement; 208, 209; 209, identifier:result
def make_result(self, result_class, node=None, prev_node=None, remember=True, key_chunks=None, notify=True, **kwargs): """Makes an etcd result. If `remember` is ``True``, it keeps the result in the history and triggers events if waiting. `key_chunks` is the result of :func:`split_key` of the `node.key`. It is not required if `remember` is ``False``. Otherwise, it is optional but recommended to eliminate waste if the key chunks are already supplied. """ def canonicalize(node, **kwargs): return None if node is None else node.canonicalize(**kwargs) index = self.index result = result_class(canonicalize(node, **kwargs), canonicalize(prev_node, **kwargs), index) if not remember: return result self.history[index] = result_class( canonicalize(node, include_nodes=False), canonicalize(prev_node, include_nodes=False), index) key_chunks = key_chunks or split_key(node.key) asymptotic_key_chunks = (key_chunks[:x + 1] for x in xrange(len(key_chunks))) event_keys = [(False, key_chunks)] for _key_chunks in asymptotic_key_chunks: exact = _key_chunks == key_chunks self.indices.setdefault(_key_chunks, []).append((index, exact)) event_keys.append((True, _key_chunks)) if notify: for event_key in event_keys: try: event = self.events.pop(event_key) except KeyError: pass else: event.set() return result
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def _get_class_frame_source(class_name): # type: (str) -> Optional[str] """Return the source code for a class by checking the frame stack. This is necessary because it is not possible to get the source of a class being created by a metaclass directly. Args: class_name: The class to look for on the stack. Returns: The source code for the requested class if the class was found and the source was accessible. """ for frame_info in inspect.stack(): try: with open(frame_info[1]) as fp: src = "".join(fp.readlines()[frame_info[2] - 1 :]) except IOError: continue if re.search(r"\bclass\b\s+\b{}\b".format(class_name), src): reader = six.StringIO(src).readline tokens = tokenize.generate_tokens(reader) source_tokens = [] indent_level = 0 base_indent_level = 0 has_base_level = False for token, value, _, _, _ in tokens: # type: ignore source_tokens.append((token, value)) if token == tokenize.INDENT: indent_level += 1 elif token == tokenize.DEDENT: indent_level -= 1 if has_base_level and indent_level <= base_indent_level: return ( tokenize.untokenize(source_tokens), frame_info[0].f_globals, frame_info[0].f_locals, ) elif not has_base_level: has_base_level = True base_indent_level = indent_level raise TypeError( 'Unable to retrieve source for class "{}"'.format(class_name) )
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def _create_typed_object_meta(get_fset): # type: (Callable[[str, str, Type[_T]], Callable[[_T], None]]) -> type """Create a metaclass for typed objects. Args: get_fset: A function that takes three parameters: the name of an attribute, the name of the private attribute that holds the property data, and a type. This function must an object method that accepts a value. Returns: A metaclass that reads annotations from a class definition and creates properties for annotated, public, non-constant, non-method attributes that will guarantee the type of the stored value matches the annotation. """ def _get_fget(attr, private_attr, type_): # type: (str, str, Type[_T]) -> Callable[[], Any] """Create a property getter method for an attribute. Args: attr: The name of the attribute that will be retrieved. private_attr: The name of the attribute that will store any data related to the attribute. type_: The annotated type defining what values can be stored in the attribute. Returns: A function that takes self and retrieves the private attribute from self. """ def _fget(self): # type: (...) -> Any """Get attribute from self without revealing the private name.""" try: return getattr(self, private_attr) except AttributeError: raise AttributeError( "'{}' object has no attribute '{}'".format( _get_type_name(type_), attr ) ) return _fget class _AnnotatedObjectMeta(type): """A metaclass that reads annotations from a class definition.""" def __new__( mcs, # type: Type[_AnnotatedObjectMeta] name, # type: str bases, # type: List[type] attrs, # type: Dict[str, Any] **kwargs # type: Dict[str, Any] ): # type: (...) -> type """Create class objs that replaces annotated attrs with properties. Args: mcs: The class object being created. name: The name of the class to create. bases: The list of all base classes for the new class. attrs: The list of all attributes for the new class from the definition. Returns: A new class instance with the expected base classes and attributes, but with annotated, public, non-constant, non-method attributes replaced by property objects that validate against the annotated type. """ annotations = attrs.get("__annotations__", {}) use_comment_type_hints = ( not annotations and attrs.get("__module__") != __name__ ) if use_comment_type_hints: frame_source = _get_class_frame_source(name) annotations = get_type_hints(*frame_source) names = list(attrs) + list(annotations) typed_attrs = {} for attr in names: typed_attrs[attr] = attrs.get(attr) if _is_propertyable(names, attrs, annotations, attr): private_attr = "__{}".format(attr) if attr in attrs: typed_attrs[private_attr] = attrs[attr] type_ = ( Optional[annotations[attr]] if not use_comment_type_hints and attr in attrs and attrs[attr] is None else annotations[attr] ) typed_attrs[attr] = property( _get_fget(attr, private_attr, type_), get_fset(attr, private_attr, type_), ) properties = [ attr for attr in annotations if _is_propertyable(names, attrs, annotations, attr) ] typed_attrs["_tp__typed_properties"] = properties typed_attrs["_tp__required_typed_properties"] = [ attr for attr in properties if ( attr not in attrs or attrs[attr] is None and use_comment_type_hints ) and NoneType not in getattr(annotations[attr], "__args__", ()) ] return super(_AnnotatedObjectMeta, mcs).__new__( # type: ignore mcs, name, bases, typed_attrs, **kwargs ) return _AnnotatedObjectMeta
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def _build_module_db(self): """ Build database of module callables sorted by line number. The database is a dictionary whose keys are module file names and whose values are lists of dictionaries containing name and line number of callables in that module """ tdict = collections.defaultdict(lambda: []) for callable_name, callable_dict in self._exh_obj.callables_db.items(): fname, line_no = callable_dict["code_id"] cname = ( "{cls_name}.__init__".format(cls_name=callable_name) if callable_dict["type"] == "class" else callable_name ) tdict[fname].append({"name": cname, "line": line_no}) for fname in tdict.keys(): self._module_obj_db[fname] = sorted( tdict[fname], key=lambda idict: idict["line"] )
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:merge; 3, parameters; 3, 4; 3, 5; 3, 7; 4, identifier:cls; 5, list_splat_pattern; 5, 6; 6, identifier:args; 7, dictionary_splat_pattern; 7, 8; 8, identifier:kwargs; 9, block; 9, 10; 9, 12; 9, 25; 9, 37; 9, 71; 9, 77; 9, 86; 9, 187; 10, expression_statement; 10, 11; 11, comment; 12, expression_statement; 12, 13; 13, assignment; 13, 14; 13, 15; 14, identifier:newkeys; 15, call; 15, 16; 15, 17; 16, identifier:bool; 17, argument_list; 17, 18; 18, call; 18, 19; 18, 22; 19, attribute; 19, 20; 19, 21; 20, identifier:kwargs; 21, identifier:get; 22, argument_list; 22, 23; 22, 24; 23, string:'newkeys'; 24, False; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:ignore; 28, call; 28, 29; 28, 32; 29, attribute; 29, 30; 29, 31; 30, identifier:kwargs; 31, identifier:get; 32, argument_list; 32, 33; 32, 34; 33, string:'ignore'; 34, call; 34, 35; 34, 36; 35, identifier:list; 36, argument_list; 37, if_statement; 37, 38; 37, 44; 37, 50; 38, comparison_operator:<; 38, 39; 38, 43; 39, call; 39, 40; 39, 41; 40, identifier:len; 41, argument_list; 41, 42; 42, identifier:args; 43, integer:1; 44, block; 44, 45; 45, raise_statement; 45, 46; 46, call; 46, 47; 46, 48; 47, identifier:ValueError; 48, argument_list; 48, 49; 49, string:'no ents given to Ent.merge()'; 50, elif_clause; 50, 51; 50, 63; 51, not_operator; 51, 52; 52, call; 52, 53; 52, 54; 53, identifier:all; 54, generator_expression; 54, 55; 54, 60; 55, call; 55, 56; 55, 57; 56, identifier:isinstance; 57, argument_list; 57, 58; 57, 59; 58, identifier:s; 59, identifier:Ent; 60, for_in_clause; 60, 61; 60, 62; 61, identifier:s; 62, identifier:args; 63, block; 63, 64; 64, raise_statement; 64, 65; 65, call; 65, 66; 65, 67; 66, identifier:ValueError; 67, argument_list; 67, 68; 68, concatenated_string; 68, 69; 68, 70; 69, string:'all positional arguments to Ent.merge() must '; 70, string:'be instances of Ent'; 71, expression_statement; 71, 72; 72, assignment; 72, 73; 72, 74; 73, identifier:ent; 74, subscript; 74, 75; 74, 76; 75, identifier:args; 76, integer:0; 77, expression_statement; 77, 78; 78, assignment; 78, 79; 78, 80; 79, identifier:data; 80, call; 80, 81; 80, 84; 81, attribute; 81, 82; 81, 83; 82, identifier:cls; 83, identifier:load; 84, argument_list; 84, 85; 85, identifier:ent; 86, for_statement; 86, 87; 86, 88; 86, 93; 87, identifier:ent; 88, subscript; 88, 89; 88, 90; 89, identifier:args; 90, slice; 90, 91; 90, 92; 91, integer:1; 92, colon; 93, block; 93, 94; 94, for_statement; 94, 95; 94, 98; 94, 105; 95, pattern_list; 95, 96; 95, 97; 96, identifier:key; 97, identifier:value; 98, call; 98, 99; 98, 104; 99, attribute; 99, 100; 99, 103; 100, attribute; 100, 101; 100, 102; 101, identifier:ent; 102, identifier:__dict__; 103, identifier:items; 104, argument_list; 105, block; 105, 106; 105, 112; 106, if_statement; 106, 107; 106, 110; 107, comparison_operator:in; 107, 108; 107, 109; 108, identifier:key; 109, identifier:ignore; 110, block; 110, 111; 111, continue_statement; 112, if_statement; 112, 113; 112, 118; 112, 176; 113, comparison_operator:in; 113, 114; 113, 115; 114, identifier:key; 115, attribute; 115, 116; 115, 117; 116, identifier:data; 117, identifier:__dict__; 118, block; 118, 119; 118, 127; 119, expression_statement; 119, 120; 120, assignment; 120, 121; 120, 122; 121, identifier:v1; 122, subscript; 122, 123; 122, 126; 123, attribute; 123, 124; 123, 125; 124, identifier:data; 125, identifier:__dict__; 126, identifier:key; 127, if_statement; 127, 128; 127, 137; 128, comparison_operator:==; 128, 129; 128, 133; 129, call; 129, 130; 129, 131; 130, identifier:type; 131, argument_list; 131, 132; 132, identifier:value; 133, call; 133, 134; 133, 135; 134, identifier:type; 135, argument_list; 135, 136; 136, identifier:v1; 137, block; 137, 138; 138, if_statement; 138, 139; 138, 144; 138, 161; 139, call; 139, 140; 139, 141; 140, identifier:isinstance; 141, argument_list; 141, 142; 141, 143; 142, identifier:v1; 143, identifier:Ent; 144, block; 144, 145; 145, expression_statement; 145, 146; 146, assignment; 146, 147; 146, 152; 147, subscript; 147, 148; 147, 151; 148, attribute; 148, 149; 148, 150; 149, identifier:data; 150, identifier:__dict__; 151, identifier:key; 152, call; 152, 153; 152, 156; 153, attribute; 153, 154; 153, 155; 154, identifier:cls; 155, identifier:merge; 156, argument_list; 156, 157; 156, 158; 156, 159; 157, identifier:v1; 158, identifier:value; 159, dictionary_splat; 159, 160; 160, identifier:kwargs; 161, else_clause; 161, 162; 162, block; 162, 163; 163, expression_statement; 163, 164; 164, assignment; 164, 165; 164, 170; 165, subscript; 165, 166; 165, 169; 166, attribute; 166, 167; 166, 168; 167, identifier:data; 168, identifier:__dict__; 169, identifier:key; 170, call; 170, 171; 170, 174; 171, attribute; 171, 172; 171, 173; 172, identifier:cls; 173, identifier:load; 174, argument_list; 174, 175; 175, identifier:value; 176, elif_clause; 176, 177; 176, 178; 177, identifier:newkeys; 178, block; 178, 179; 179, expression_statement; 179, 180; 180, assignment; 180, 181; 180, 186; 181, subscript; 181, 182; 181, 185; 182, attribute; 182, 183; 182, 184; 183, identifier:data; 184, identifier:__dict__; 185, identifier:key; 186, identifier:value; 187, return_statement; 187, 188; 188, identifier:data
def merge(cls, *args, **kwargs): """Create a new Ent from one or more existing Ents. Keys in the later Ent objects will overwrite the keys of the previous Ents. Later keys of different type than in earlier Ents will be bravely ignored. The following keyword arguments are recognized: newkeys: boolean value to determine whether keys from later Ents should be included if they do not exist in earlier Ents. ignore: list of strings of key names that should not be overridden by later Ent keys. """ newkeys = bool(kwargs.get('newkeys', False)) ignore = kwargs.get('ignore', list()) if len(args) < 1: raise ValueError('no ents given to Ent.merge()') elif not all(isinstance(s, Ent) for s in args): raise ValueError('all positional arguments to Ent.merge() must ' 'be instances of Ent') ent = args[0] data = cls.load(ent) for ent in args[1:]: for key, value in ent.__dict__.items(): if key in ignore: continue if key in data.__dict__: v1 = data.__dict__[key] if type(value) == type(v1): if isinstance(v1, Ent): data.__dict__[key] = cls.merge(v1, value, **kwargs) else: data.__dict__[key] = cls.load(value) elif newkeys: data.__dict__[key] = value return data
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:diff; 3, parameters; 3, 4; 3, 5; 3, 7; 4, identifier:cls; 5, list_splat_pattern; 5, 6; 6, identifier:args; 7, dictionary_splat_pattern; 7, 8; 8, identifier:kwargs; 9, block; 9, 10; 9, 12; 9, 25; 9, 37; 9, 71; 9, 77; 9, 83; 9, 208; 10, expression_statement; 10, 11; 11, comment; 12, expression_statement; 12, 13; 13, assignment; 13, 14; 13, 15; 14, identifier:newkeys; 15, call; 15, 16; 15, 17; 16, identifier:bool; 17, argument_list; 17, 18; 18, call; 18, 19; 18, 22; 19, attribute; 19, 20; 19, 21; 20, identifier:kwargs; 21, identifier:get; 22, argument_list; 22, 23; 22, 24; 23, string:'newkeys'; 24, False; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:ignore; 28, call; 28, 29; 28, 32; 29, attribute; 29, 30; 29, 31; 30, identifier:kwargs; 31, identifier:get; 32, argument_list; 32, 33; 32, 34; 33, string:'ignore'; 34, call; 34, 35; 34, 36; 35, identifier:list; 36, argument_list; 37, if_statement; 37, 38; 37, 44; 37, 50; 38, comparison_operator:<; 38, 39; 38, 43; 39, call; 39, 40; 39, 41; 40, identifier:len; 41, argument_list; 41, 42; 42, identifier:args; 43, integer:2; 44, block; 44, 45; 45, raise_statement; 45, 46; 46, call; 46, 47; 46, 48; 47, identifier:ValueError; 48, argument_list; 48, 49; 49, string:'less than two ents given to Ent.diff()'; 50, elif_clause; 50, 51; 50, 63; 51, not_operator; 51, 52; 52, call; 52, 53; 52, 54; 53, identifier:all; 54, generator_expression; 54, 55; 54, 60; 55, call; 55, 56; 55, 57; 56, identifier:isinstance; 57, argument_list; 57, 58; 57, 59; 58, identifier:s; 59, identifier:Ent; 60, for_in_clause; 60, 61; 60, 62; 61, identifier:s; 62, identifier:args; 63, block; 63, 64; 64, raise_statement; 64, 65; 65, call; 65, 66; 65, 67; 66, identifier:ValueError; 67, argument_list; 67, 68; 68, concatenated_string; 68, 69; 68, 70; 69, string:'all positional arguments to Ent.diff() must '; 70, string:'be instances of Ent'; 71, expression_statement; 71, 72; 72, assignment; 72, 73; 72, 74; 73, identifier:s1; 74, subscript; 74, 75; 74, 76; 75, identifier:args; 76, integer:0; 77, expression_statement; 77, 78; 78, assignment; 78, 79; 78, 80; 79, identifier:differences; 80, call; 80, 81; 80, 82; 81, identifier:Ent; 82, argument_list; 83, for_statement; 83, 84; 83, 85; 83, 90; 84, identifier:s2; 85, subscript; 85, 86; 85, 87; 86, identifier:args; 87, slice; 87, 88; 87, 89; 88, integer:1; 89, colon; 90, block; 90, 91; 90, 204; 91, for_statement; 91, 92; 91, 95; 91, 102; 92, pattern_list; 92, 93; 92, 94; 93, identifier:key; 94, identifier:value; 95, call; 95, 96; 95, 101; 96, attribute; 96, 97; 96, 100; 97, attribute; 97, 98; 97, 99; 98, identifier:s2; 99, identifier:__dict__; 100, identifier:items; 101, argument_list; 102, block; 102, 103; 102, 109; 103, if_statement; 103, 104; 103, 107; 104, comparison_operator:in; 104, 105; 104, 106; 105, identifier:key; 106, identifier:ignore; 107, block; 107, 108; 108, continue_statement; 109, if_statement; 109, 110; 109, 115; 109, 188; 110, comparison_operator:in; 110, 111; 110, 112; 111, identifier:key; 112, attribute; 112, 113; 112, 114; 113, identifier:s1; 114, identifier:__dict__; 115, block; 115, 116; 115, 124; 116, expression_statement; 116, 117; 117, assignment; 117, 118; 117, 119; 118, identifier:v1; 119, subscript; 119, 120; 119, 123; 120, attribute; 120, 121; 120, 122; 121, identifier:s1; 122, identifier:__dict__; 123, identifier:key; 124, if_statement; 124, 125; 124, 134; 125, comparison_operator:==; 125, 126; 125, 130; 126, call; 126, 127; 126, 128; 127, identifier:type; 128, argument_list; 128, 129; 129, identifier:value; 130, call; 130, 131; 130, 132; 131, identifier:type; 132, argument_list; 132, 133; 133, identifier:v1; 134, block; 134, 135; 135, if_statement; 135, 136; 135, 141; 135, 170; 136, call; 136, 137; 136, 138; 137, identifier:isinstance; 138, argument_list; 138, 139; 138, 140; 139, identifier:v1; 140, identifier:Ent; 141, block; 141, 142; 141, 154; 142, expression_statement; 142, 143; 143, assignment; 143, 144; 143, 145; 144, identifier:delta; 145, call; 145, 146; 145, 149; 146, attribute; 146, 147; 146, 148; 147, identifier:cls; 148, identifier:diff; 149, argument_list; 149, 150; 149, 151; 149, 152; 150, identifier:v1; 151, identifier:value; 152, dictionary_splat; 152, 153; 153, identifier:kwargs; 154, if_statement; 154, 155; 154, 161; 155, call; 155, 156; 155, 157; 156, identifier:len; 157, argument_list; 157, 158; 158, attribute; 158, 159; 158, 160; 159, identifier:delta; 160, identifier:__dict__; 161, block; 161, 162; 162, expression_statement; 162, 163; 163, assignment; 163, 164; 163, 169; 164, subscript; 164, 165; 164, 168; 165, attribute; 165, 166; 165, 167; 166, identifier:differences; 167, identifier:__dict__; 168, identifier:key; 169, identifier:delta; 170, elif_clause; 170, 171; 170, 174; 171, comparison_operator:!=; 171, 172; 171, 173; 172, identifier:v1; 173, identifier:value; 174, block; 174, 175; 175, expression_statement; 175, 176; 176, assignment; 176, 177; 176, 182; 177, subscript; 177, 178; 177, 181; 178, attribute; 178, 179; 178, 180; 179, identifier:differences; 180, identifier:__dict__; 181, identifier:key; 182, call; 182, 183; 182, 186; 183, attribute; 183, 184; 183, 185; 184, identifier:cls; 185, identifier:load; 186, argument_list; 186, 187; 187, identifier:value; 188, elif_clause; 188, 189; 188, 190; 189, identifier:newkeys; 190, block; 190, 191; 191, expression_statement; 191, 192; 192, assignment; 192, 193; 192, 198; 193, subscript; 193, 194; 193, 197; 194, attribute; 194, 195; 194, 196; 195, identifier:differences; 196, identifier:__dict__; 197, identifier:key; 198, call; 198, 199; 198, 202; 199, attribute; 199, 200; 199, 201; 200, identifier:cls; 201, identifier:load; 202, argument_list; 202, 203; 203, identifier:value; 204, expression_statement; 204, 205; 205, assignment; 205, 206; 205, 207; 206, identifier:s1; 207, identifier:s2; 208, return_statement; 208, 209; 209, identifier:differences
def diff(cls, *args, **kwargs): """Create a new Ent representing the differences in two or more existing Ents. Keys in the later Ents with values that differ from the earlier Ents will be present in the final Ent with the latest value seen for that key. Later keys of different type than in earlier Ents will be bravely ignored. The following keywoard arguments are recognized: newkeys: boolean value to determine whether keys from later Ents should be included if they do not exist in earlier Ents. ignore: list of strings of key names that will not be included. """ newkeys = bool(kwargs.get('newkeys', False)) ignore = kwargs.get('ignore', list()) if len(args) < 2: raise ValueError('less than two ents given to Ent.diff()') elif not all(isinstance(s, Ent) for s in args): raise ValueError('all positional arguments to Ent.diff() must ' 'be instances of Ent') s1 = args[0] differences = Ent() for s2 in args[1:]: for key, value in s2.__dict__.items(): if key in ignore: continue if key in s1.__dict__: v1 = s1.__dict__[key] if type(value) == type(v1): if isinstance(v1, Ent): delta = cls.diff(v1, value, **kwargs) if len(delta.__dict__): differences.__dict__[key] = delta elif v1 != value: differences.__dict__[key] = cls.load(value) elif newkeys: differences.__dict__[key] = cls.load(value) s1 = s2 return differences
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:_sorted_keys_items; 3, parameters; 3, 4; 4, identifier:dobj; 5, block; 5, 6; 5, 8; 5, 19; 6, expression_statement; 6, 7; 7, comment; 8, expression_statement; 8, 9; 9, assignment; 9, 10; 9, 11; 10, identifier:keys; 11, call; 11, 12; 11, 13; 12, identifier:sorted; 13, argument_list; 13, 14; 14, call; 14, 15; 14, 18; 15, attribute; 15, 16; 15, 17; 16, identifier:dobj; 17, identifier:keys; 18, argument_list; 19, for_statement; 19, 20; 19, 21; 19, 22; 20, identifier:key; 21, identifier:keys; 22, block; 22, 23; 23, expression_statement; 23, 24; 24, yield; 24, 25; 25, expression_list; 25, 26; 25, 27; 26, identifier:key; 27, subscript; 27, 28; 27, 29; 28, identifier:dobj; 29, identifier:key
def _sorted_keys_items(dobj): """Return dictionary items sorted by key.""" keys = sorted(dobj.keys()) for key in keys: yield key, dobj[key]
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 13; 2, function_name:get_or_create_exh_obj; 3, parameters; 3, 4; 3, 7; 3, 10; 4, default_parameter; 4, 5; 4, 6; 5, identifier:full_cname; 6, False; 7, default_parameter; 7, 8; 7, 9; 8, identifier:exclude; 9, None; 10, default_parameter; 10, 11; 10, 12; 11, identifier:callables_fname; 12, None; 13, block; 13, 14; 13, 16; 13, 40; 14, expression_statement; 14, 15; 15, comment; 16, if_statement; 16, 17; 16, 23; 17, not_operator; 17, 18; 18, call; 18, 19; 18, 20; 19, identifier:hasattr; 20, argument_list; 20, 21; 20, 22; 21, identifier:__builtin__; 22, string:"_EXH"; 23, block; 23, 24; 24, expression_statement; 24, 25; 25, call; 25, 26; 25, 27; 26, identifier:set_exh_obj; 27, argument_list; 27, 28; 28, call; 28, 29; 28, 30; 29, identifier:ExHandle; 30, argument_list; 30, 31; 30, 34; 30, 37; 31, keyword_argument; 31, 32; 31, 33; 32, identifier:full_cname; 33, identifier:full_cname; 34, keyword_argument; 34, 35; 34, 36; 35, identifier:exclude; 36, identifier:exclude; 37, keyword_argument; 37, 38; 37, 39; 38, identifier:callables_fname; 39, identifier:callables_fname; 40, return_statement; 40, 41; 41, call; 41, 42; 41, 43; 42, identifier:get_exh_obj; 43, argument_list
def get_or_create_exh_obj(full_cname=False, exclude=None, callables_fname=None): r""" Return global exception handler if set, otherwise create a new one and return it. :param full_cname: Flag that indicates whether fully qualified function/method/class property names are obtained for functions/methods/class properties that use the exception manager (True) or not (False). There is a performance penalty if the flag is True as the call stack needs to be traced. This argument is only relevant if the global exception handler is not set and a new one is created :type full_cname: boolean :param exclude: Module exclusion list. A particular callable in an otherwise fully qualified name is omitted if it belongs to a module in this list. If None all callables are included :type exclude: list of strings or None :param callables_fname: File name that contains traced modules information. File can be produced by either the :py:meth:`pexdoc.pinspect.Callables.save` or :py:meth:`pexdoc.ExHandle.save_callables` methods :type callables_fname: :ref:`FileNameExists` or None :rtype: :py:class:`pexdoc.ExHandle` :raises: * OSError (File *[callables_fname]* could not be found * RuntimeError (Argument \\`exclude\\` is not valid) * RuntimeError (Argument \\`callables_fname\\` is not valid) * RuntimeError (Argument \\`full_cname\\` is not valid) """ if not hasattr(__builtin__, "_EXH"): set_exh_obj( ExHandle( full_cname=full_cname, exclude=exclude, callables_fname=callables_fname ) ) return get_exh_obj()
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:_property_search; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, identifier:fobj; 6, block; 6, 7; 6, 9; 6, 10; 6, 22; 6, 33; 6, 44; 6, 45; 6, 68; 6, 79; 6, 94; 6, 113; 6, 114; 6, 118; 6, 211; 6, 212; 6, 221; 6, 234; 6, 293; 7, expression_statement; 7, 8; 8, comment; 9, comment; 10, expression_statement; 10, 11; 11, assignment; 11, 12; 11, 13; 12, identifier:scontext; 13, call; 13, 14; 13, 19; 14, attribute; 14, 15; 14, 18; 15, attribute; 15, 16; 15, 17; 16, identifier:fobj; 17, identifier:f_locals; 18, identifier:get; 19, argument_list; 19, 20; 19, 21; 20, string:"self"; 21, None; 22, expression_statement; 22, 23; 23, assignment; 23, 24; 23, 25; 24, identifier:class_obj; 25, conditional_expression:if; 25, 26; 25, 29; 25, 32; 26, attribute; 26, 27; 26, 28; 27, identifier:scontext; 28, identifier:__class__; 29, comparison_operator:is; 29, 30; 29, 31; 30, identifier:scontext; 31, None; 32, None; 33, if_statement; 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def _property_search(self, fobj): """Return full name if object is a class property, otherwise return None.""" # Get class object scontext = fobj.f_locals.get("self", None) class_obj = scontext.__class__ if scontext is not None else None if not class_obj: del fobj, scontext, class_obj return None # Get class properties objects class_props = [ (member_name, member_obj) for member_name, member_obj in inspect.getmembers(class_obj) if isinstance(member_obj, property) ] if not class_props: del fobj, scontext, class_obj return None class_file = inspect.getfile(class_obj).replace(".pyc", ".py") class_name = self._callables_obj.get_callable_from_line( class_file, inspect.getsourcelines(class_obj)[1] ) # Get properties actions prop_actions_dicts = {} for prop_name, prop_obj in class_props: prop_dict = {"fdel": None, "fget": None, "fset": None} for action in prop_dict: action_obj = getattr(prop_obj, action) if action_obj: # Unwrap action object. Contracts match the wrapped # code object while exceptions registered in the # body of the function/method which has decorators # match the unwrapped object prev_func_obj, next_func_obj = ( action_obj, getattr(action_obj, "__wrapped__", None), ) while next_func_obj: prev_func_obj, next_func_obj = ( next_func_obj, getattr(next_func_obj, "__wrapped__", None), ) prop_dict[action] = [ id(_get_func_code(action_obj)), id(_get_func_code(prev_func_obj)), ] prop_actions_dicts[prop_name] = prop_dict # Create properties directory func_id = id(fobj.f_code) desc_dict = {"fget": "getter", "fset": "setter", "fdel": "deleter"} for prop_name, prop_actions_dict in prop_actions_dicts.items(): for action_name, action_id_list in prop_actions_dict.items(): if action_id_list and (func_id in action_id_list): prop_name = ".".join([class_name, prop_name]) del fobj, scontext, class_obj, class_props return "{prop_name}({prop_action})".format( prop_name=prop_name, prop_action=desc_dict[action_name] ) return None
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def _execute(self, request, **kwargs): """The top-level execute function for the endpoint. This method is intended to remain as-is, and not be overridden. It gets called by your HTTP framework's route handler, and performs the following actions to process the request: ``authenticate_request`` Validate the Bearer token, populate the ``current_user``, and make sure that the token covers the scope needed to call the requested method. * * ``parse arguments`` The argument parser is responsible for: - First, coercing and patching any parameters that might require it due to versioning (i.e. the caller is using an old API version that supports `index` as a parameter for pagination, but the current version uses the name `offset`) - Second, iterating through the endpoint's supported arguments and validating that the params passed in comply with the endpoint's requirements - Third, populating the `context.args` array with the validated arguments If any of the arguments are invalid, then the Argument parser will raise an ArgumentError that bubbles up to the `try/catch` block of the execute method. * * ``before handler`` The before_handlers are specified by the Endpoint definition, and are intended to supporty DRY-ing up your codebase. Have a set of Endpoints that all need to grab an object from the ORM based on the same parameter? Make them inherit from an Endpoint subclass that performs that task in a before_handler! * * ``handle`` The core logic of your API endpoint, as implemented by you in your Endpoint subclass. The API Framework expects ``handle`` to return a dictionary specifying the response object and the JSON key that it should hang off of, or a tuple of a dictionary and an HTTP status code. * * ``after_handler`` Like the before_handlers, the ``after_handlers`` happen after the handle method, and allow the endpoint developer to re-use code for post-processing data from an endpoint. * * ``render response`` Like the argument parser, the response renderer is responsible for a few things: - First, it converts the ORM objects into JSON-serializable Python dictionaries using the Resource objects defined by the API implementation, - Second, it does any version parameter coersion, renaming and reformatting the edge version of the response to match the version requested by the API caller, - and Third, it serializes the Python dictionary into the response format requested by the API caller (right now, we only support JSON responses, but it'd be reasonble to support something like HTML or XML or whatever in the future). The rendered JSON text is then returned as the response that should be sent by your HTTP framework's routing handler. * * ``_after_response_handler`` The `_after_response_handlers` are specified by the Endpoint definition, and enable manipulation of the response object before it is returned to the client, but after the response is rendered. Because these are instancemethods, they may share instance data from `self` specified in the endpoint's `_handle` method. ``_finalize_content`` The `_finalize_content` method is overridden by the Endpoint and is called after the response is rendered into a serializable result. This method is called with two arguments, the context and the rendered content, and expected to return updated rendered content. For in-place modification of dicts, this method will still be expected to return the given argument. ``_allow_cors`` This value is set to enable CORs for a given endpoint. When set to a string it supplies an explicit value to 'Access-Control-Allow-Origin'. Set to True, this will allow access from *all* domains; Access-Control-Allow-Origin = "*" """ try: self._create_context(request) self._authenticate() context = get_current_context() self._parse_args() if hasattr(self, '_before_handlers') and \ isinstance(self._before_handlers, (list, tuple)): for handler in self._before_handlers: handler(context) context.handler_result = self._handle(context) if hasattr(self, '_after_handlers') and \ isinstance(self._after_handlers, (list, tuple)): for handler in self._after_handlers: handler(context) self._render() response = context.response # After calling ._render(), the response is ready to go, so we # shouldn't need to handle any other exceptions beyond this point. except AuthenticationError as e: if hasattr(e, 'message') and e.message is not None: message = e.message else: message = "You don't have permission to do that." err = APIError.Forbidden(message) response = self._response_class(*err.response) response.headers["Content-Type"] = 'application/json' except ArgumentError as e: err = APIError.UnprocessableEntity(e.message) response = self._response_class(*err.response) response.headers["Content-Type"] = 'application/json' except APIError as e: response = self._response_class(*e.response) response.headers["Content-Type"] = 'application/json' except PaleRaisedResponse as r: response = self._response_class(*r.response) response.headers["Content-Type"] = 'application/json' except Exception as e: logging.exception("Failed to handle Pale Endpoint %s: %r", self.__class__.__name__, e) err = APIError.Exception(repr(e)) response = self._response_class(*err.response) response.headers["Content-Type"] = 'application/json' allow_cors = getattr(self, "_allow_cors", None) if allow_cors is True: response.headers['Access-Control-Allow-Origin'] = '*' elif isinstance(allow_cors, basestring): response.headers['Access-Control-Allow-Origin'] = allow_cors context.response = response try: if hasattr(self, '_after_response_handlers') and \ isinstance(self._after_response_handlers, (list, tuple)): for handler in self._after_response_handlers: handler(context, response) except Exception as e: logging.exception( "Failed to process _after_response_handlers for Endpoint %s", self.__class__.__name__) raise return response
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def add_entity_errors( self, property_name, direct_errors=None, schema_errors=None ): """ Attach nested entity errors Accepts a list errors coming from validators attached directly, or a dict of errors produced by a nested schema. :param property_name: str, property name :param direct_errors: list, errors from validators attached directly :param schema_errors: dict, errors from nested schema :return: shiftschema.result.Result """ if direct_errors is None and schema_errors is None: return self # direct errors if direct_errors is not None: if property_name not in self.errors: self.errors[property_name] = dict() if 'direct' not in self.errors[property_name]: self.errors[property_name]['direct'] = [] if type(direct_errors) is not list: direct_errors = [direct_errors] for error in direct_errors: if not isinstance(error, Error): err = 'Error must be of type {}' raise x.InvalidErrorType(err.format(Error)) self.errors[property_name]['direct'].append(error) # schema errors if schema_errors is not None: if isinstance(schema_errors, Result): schema_errors = schema_errors.errors if not schema_errors: return self if property_name not in self.errors: self.errors[property_name] = dict() if 'schema' not in self.errors[property_name]: self.errors[property_name]['schema'] = schema_errors else: self.errors[property_name]['schema'] = self.merge_errors( self.errors[property_name]['schema'], schema_errors ) return self
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def add_collection_errors( self, property_name, direct_errors=None, collection_errors=None ): """ Add collection errors Accepts a list errors coming from validators attached directly, or a list of schema results for each item in the collection. :param property_name: str, property name :param direct_errors: list, errors from validators attached directly :param collection_errors: list of results for collection members :return: shiftschema.result.Result """ if direct_errors is None and collection_errors is None: return self # direct errors if direct_errors is not None: if type(direct_errors) is not list: direct_errors = [direct_errors] if property_name not in self.errors: self.errors[property_name] = dict() if 'direct' not in self.errors[property_name]: self.errors[property_name]['direct'] = [] for error in direct_errors: if not isinstance(error, Error): err = 'Error must be of type {}' raise x.InvalidErrorType(err.format(Error)) self.errors[property_name]['direct'].append(error) # collection errors if collection_errors: enum = enumerate(collection_errors) errors_dict = {i: e for i, e in enum if not bool(e)} if not errors_dict: return self if property_name not in self.errors: self.errors[property_name] = dict() if 'collection' not in self.errors[property_name]: self.errors[property_name]['collection'] = errors_dict else: local = self.errors[property_name]['collection'] remote = errors_dict for index, result in remote.items(): if index not in local: self.errors[property_name]['collection'][index] = result else: merged = self.merge_errors( local[index].errors, remote[index].errors ) self.errors[property_name]['collection'][index] = merged return self
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'; 83, expression_statement; 83, 84; 84, augmented_assignment:+=; 84, 85; 84, 86; 85, identifier:msg; 86, string:'Unable to merge [{}] into [{}]'; 87, raise_statement; 87, 88; 88, call; 88, 89; 88, 92; 89, attribute; 89, 90; 89, 91; 90, identifier:x; 91, identifier:UnableToMergeResultsType; 92, argument_list; 92, 93; 93, call; 93, 94; 93, 97; 94, attribute; 94, 95; 94, 96; 95, identifier:msg; 96, identifier:format; 97, argument_list; 97, 98; 97, 99; 97, 105; 98, identifier:prop; 99, call; 99, 100; 99, 101; 100, identifier:type; 101, argument_list; 101, 102; 102, subscript; 102, 103; 102, 104; 103, identifier:errors_remote; 104, identifier:prop; 105, call; 105, 106; 105, 107; 106, identifier:type; 107, argument_list; 107, 108; 108, subscript; 108, 109; 108, 112; 109, attribute; 109, 110; 109, 111; 110, identifier:self; 111, identifier:errors; 112, identifier:prop; 113, expression_statement; 113, 114; 114, assignment; 114, 115; 114, 116; 115, identifier:mismatch; 116, string:'Unable to merge nested entity errors with nested '; 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147, comparison_operator:in; 147, 148; 147, 149; 148, string:'schema'; 149, identifier:remote; 150, block; 150, 151; 151, raise_statement; 151, 152; 152, call; 152, 153; 152, 156; 153, attribute; 153, 154; 153, 155; 154, identifier:x; 155, identifier:UnableToMergeResultsType; 156, argument_list; 156, 157; 157, call; 157, 158; 157, 161; 158, attribute; 158, 159; 158, 160; 159, identifier:mismatch; 160, identifier:format; 161, argument_list; 161, 162; 162, identifier:prop; 163, comment; 164, if_statement; 164, 165; 164, 171; 165, comparison_operator:is; 165, 166; 165, 170; 166, call; 166, 167; 166, 168; 167, identifier:type; 168, argument_list; 168, 169; 169, identifier:remote; 170, identifier:list; 171, block; 171, 172; 171, 181; 172, expression_statement; 172, 173; 173, call; 173, 174; 173, 179; 174, attribute; 174, 175; 174, 178; 175, subscript; 175, 176; 175, 177; 176, identifier:errors_local; 177, identifier:prop; 178, identifier:extend; 179, argument_list; 179, 180; 180, identifier:remote; 181, continue_statement; 182, comment; 183, if_statement; 183, 184; 183, 191; 184, boolean_operator:and; 184, 185; 184, 188; 185, comparison_operator:in; 185, 186; 185, 187; 186, string:'direct'; 187, identifier:remote; 188, comparison_operator:in; 188, 189; 188, 190; 189, string:'direct'; 190, identifier:local; 191, block; 191, 192; 192, expression_statement; 192, 193; 193, call; 193, 194; 193, 201; 194, attribute; 194, 195; 194, 200; 195, subscript; 195, 196; 195, 199; 196, subscript; 196, 197; 196, 198; 197, identifier:errors_local; 198, identifier:prop; 199, string:'direct'; 200, identifier:extend; 201, argument_list; 201, 202; 202, subscript; 202, 203; 202, 204; 203, identifier:remote; 204, string:'direct'; 205, comment; 206, if_statement; 206, 207; 206, 214; 207, boolean_operator:and; 207, 208; 207, 211; 208, comparison_operator:in; 208, 209; 208, 210; 209, string:'schema'; 210, identifier:remote; 211, comparison_operator:in; 211, 212; 211, 213; 212, string:'schema'; 213, identifier:local; 214, block; 214, 215; 215, expression_statement; 215, 216; 216, assignment; 216, 217; 216, 222; 217, subscript; 217, 218; 217, 221; 218, subscript; 218, 219; 218, 220; 219, identifier:errors_local; 220, identifier:prop; 221, string:'schema'; 222, call; 222, 223; 222, 226; 223, attribute; 223, 224; 223, 225; 224, identifier:self; 225, identifier:merge_errors; 226, argument_list; 226, 227; 226, 232; 227, subscript; 227, 228; 227, 231; 228, subscript; 228, 229; 228, 230; 229, identifier:errors_local; 230, identifier:prop; 231, string:'schema'; 232, subscript; 232, 233; 232, 234; 233, identifier:remote; 234, string:'schema'; 235, comment; 236, if_statement; 236, 237; 236, 244; 237, boolean_operator:and; 237, 238; 237, 241; 238, comparison_operator:in; 238, 239; 238, 240; 239, string:'collection'; 240, identifier:remote; 241, comparison_operator:in; 241, 242; 241, 243; 242, string:'collection'; 243, identifier:local; 244, block; 244, 245; 245, for_statement; 245, 246; 245, 249; 245, 256; 246, pattern_list; 246, 247; 246, 248; 247, identifier:index; 248, identifier:result; 249, call; 249, 250; 249, 255; 250, attribute; 250, 251; 250, 254; 251, subscript; 251, 252; 251, 253; 252, identifier:remote; 253, string:'collection'; 254, identifier:items; 255, argument_list; 256, block; 256, 257; 257, if_statement; 257, 258; 257, 263; 257, 274; 258, comparison_operator:not; 258, 259; 258, 260; 259, identifier:index; 260, subscript; 260, 261; 260, 262; 261, identifier:local; 262, string:'collection'; 263, block; 263, 264; 264, expression_statement; 264, 265; 265, assignment; 265, 266; 265, 273; 266, subscript; 266, 267; 266, 272; 267, subscript; 267, 268; 267, 271; 268, subscript; 268, 269; 268, 270; 269, identifier:errors_local; 270, identifier:prop; 271, string:'collection'; 272, identifier:index; 273, identifier:result; 274, else_clause; 274, 275; 275, block; 275, 276; 275, 302; 276, expression_statement; 276, 277; 277, assignment; 277, 278; 277, 279; 278, identifier:merged; 279, call; 279, 280; 279, 283; 280, attribute; 280, 281; 280, 282; 281, identifier:self; 282, identifier:merge_errors; 283, argument_list; 283, 284; 283, 293; 284, attribute; 284, 285; 284, 292; 285, subscript; 285, 286; 285, 291; 286, subscript; 286, 287; 286, 290; 287, subscript; 287, 288; 287, 289; 288, identifier:errors_local; 289, identifier:prop; 290, string:'collection'; 291, identifier:index; 292, identifier:errors; 293, attribute; 293, 294; 293, 301; 294, subscript; 294, 295; 294, 300; 295, subscript; 295, 296; 295, 299; 296, subscript; 296, 297; 296, 298; 297, identifier:errors_remote; 298, identifier:prop; 299, string:'collection'; 300, identifier:index; 301, identifier:errors; 302, expression_statement; 302, 303; 303, assignment; 303, 304; 303, 311; 304, subscript; 304, 305; 304, 310; 305, subscript; 305, 306; 305, 309; 306, subscript; 306, 307; 306, 308; 307, identifier:errors_local; 308, identifier:prop; 309, string:'collection'; 310, identifier:index; 311, identifier:merged; 312, comment; 313, return_statement; 313, 314; 314, identifier:errors_local
def merge_errors(self, errors_local, errors_remote): """ Merge errors Recursively traverses error graph to merge remote errors into local errors to return a new joined graph. :param errors_local: dict, local errors, will be updated :param errors_remote: dict, remote errors, provides updates :return: dict """ for prop in errors_remote: # create if doesn't exist if prop not in errors_local: errors_local[prop] = errors_remote[prop] continue local = errors_local[prop] local = local.errors if isinstance(local, Result) else local remote = errors_remote[prop] remote = remote.errors if isinstance(remote, Result) else remote # check compatibility if not isinstance(local, type(remote)): msg = 'Type mismatch on property [{}] when merging errors. ' msg += 'Unable to merge [{}] into [{}]' raise x.UnableToMergeResultsType(msg.format( prop, type(errors_remote[prop]), type(self.errors[prop]) )) mismatch = 'Unable to merge nested entity errors with nested ' mismatch += 'collection errors on property [{}]' if 'schema' in local and 'collection' in remote: raise x.UnableToMergeResultsType(mismatch.format(prop)) if 'collection' in local and 'schema' in remote: raise x.UnableToMergeResultsType(mismatch.format(prop)) # merge simple & state if type(remote) is list: errors_local[prop].extend(remote) continue # merge direct errors on nested entities and collection if 'direct' in remote and 'direct' in local: errors_local[prop]['direct'].extend(remote['direct']) # merge nested schema errors if 'schema' in remote and 'schema' in local: errors_local[prop]['schema'] = self.merge_errors( errors_local[prop]['schema'], remote['schema'] ) # merge nested collections errors if 'collection' in remote and 'collection' in local: for index, result in remote['collection'].items(): if index not in local['collection']: errors_local[prop]['collection'][index] = result else: merged = self.merge_errors( errors_local[prop]['collection'][index].errors, errors_remote[prop]['collection'][index].errors, ) errors_local[prop]['collection'][index] = merged # and return return errors_local
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:cursorPositionChangedEvent; 3, parameters; 3, 4; 4, identifier:self; 5, block; 5, 6; 5, 8; 5, 9; 5, 17; 5, 25; 5, 33; 5, 34; 5, 35; 5, 36; 5, 47; 5, 54; 5, 65; 5, 66; 5, 67; 5, 68; 5, 69; 5, 96; 5, 97; 5, 105; 5, 106; 5, 107; 5, 108; 5, 109; 5, 120; 5, 121; 5, 122; 5, 187; 5, 188; 5, 206; 5, 207; 5, 208; 5, 217; 5, 225; 5, 231; 5, 239; 5, 240; 6, expression_statement; 6, 7; 7, comment; 8, comment; 9, expression_statement; 9, 10; 10, assignment; 10, 11; 10, 12; 11, identifier:qteWidget; 12, call; 12, 13; 12, 16; 13, attribute; 13, 14; 13, 15; 14, identifier:self; 15, identifier:sender; 16, argument_list; 17, expression_statement; 17, 18; 18, assignment; 18, 19; 18, 20; 19, identifier:tc; 20, call; 20, 21; 20, 24; 21, attribute; 21, 22; 21, 23; 22, identifier:qteWidget; 23, identifier:textCursor; 24, argument_list; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:origin; 28, call; 28, 29; 28, 32; 29, attribute; 29, 30; 29, 31; 30, identifier:tc; 31, identifier:position; 32, argument_list; 33, comment; 34, comment; 35, comment; 36, expression_statement; 36, 37; 37, call; 37, 38; 37, 43; 38, attribute; 38, 39; 38, 42; 39, attribute; 39, 40; 39, 41; 40, identifier:qteWidget; 41, identifier:cursorPositionChanged; 42, identifier:disconnect; 43, argument_list; 43, 44; 44, attribute; 44, 45; 44, 46; 45, identifier:self; 46, identifier:cursorPositionChangedEvent; 47, expression_statement; 47, 48; 48, call; 48, 49; 48, 52; 49, attribute; 49, 50; 49, 51; 50, identifier:self; 51, identifier:qteRemoveHighlighting; 52, argument_list; 52, 53; 53, identifier:qteWidget; 54, expression_statement; 54, 55; 55, call; 55, 56; 55, 61; 56, attribute; 56, 57; 56, 60; 57, attribute; 57, 58; 57, 59; 58, identifier:qteWidget; 59, identifier:cursorPositionChanged; 60, identifier:connect; 61, argument_list; 61, 62; 62, attribute; 62, 63; 62, 64; 63, identifier:self; 64, identifier:cursorPositionChangedEvent; 65, comment; 66, comment; 67, comment; 68, comment; 69, if_statement; 69, 70; 69, 80; 69, 82; 70, comparison_operator:>=; 70, 71; 70, 72; 71, identifier:origin; 72, call; 72, 73; 72, 74; 73, identifier:len; 74, argument_list; 74, 75; 75, call; 75, 76; 75, 79; 76, attribute; 76, 77; 76, 78; 77, identifier:qteWidget; 78, identifier:toPlainText; 79, argument_list; 80, block; 80, 81; 81, return_statement; 82, else_clause; 82, 83; 82, 84; 82, 85; 83, comment; 84, comment; 85, block; 85, 86; 86, expression_statement; 86, 87; 87, assignment; 87, 88; 87, 89; 88, identifier:char; 89, subscript; 89, 90; 89, 95; 90, call; 90, 91; 90, 94; 91, attribute; 91, 92; 91, 93; 92, identifier:qteWidget; 93, identifier:toPlainText; 94, argument_list; 95, identifier:origin; 96, comment; 97, if_statement; 97, 98; 97, 103; 98, comparison_operator:not; 98, 99; 98, 100; 99, identifier:char; 100, attribute; 100, 101; 100, 102; 101, identifier:self; 102, identifier:charToHighlight; 103, block; 103, 104; 104, return_statement; 105, comment; 106, comment; 107, comment; 108, comment; 109, expression_statement; 109, 110; 110, call; 110, 111; 110, 116; 111, attribute; 111, 112; 111, 115; 112, attribute; 112, 113; 112, 114; 113, identifier:qteWidget; 114, identifier:cursorPositionChanged; 115, identifier:disconnect; 116, argument_list; 116, 117; 117, attribute; 117, 118; 117, 119; 118, identifier:self; 119, identifier:cursorPositionChangedEvent; 120, comment; 121, comment; 122, if_statement; 122, 123; 122, 130; 122, 159; 123, comparison_operator:==; 123, 124; 123, 125; 124, identifier:char; 125, subscript; 125, 126; 125, 129; 126, attribute; 126, 127; 126, 128; 127, identifier:self; 128, identifier:charToHighlight; 129, integer:0; 130, block; 130, 131; 130, 135; 130, 136; 130, 137; 130, 138; 130, 139; 131, expression_statement; 131, 132; 132, assignment; 132, 133; 132, 134; 133, identifier:start; 134, identifier:origin; 135, comment; 136, comment; 137, comment; 138, comment; 139, expression_statement; 139, 140; 140, assignment; 140, 141; 140, 142; 141, identifier:stop; 142, call; 142, 143; 142, 150; 143, attribute; 143, 144; 143, 149; 144, call; 144, 145; 144, 148; 145, attribute; 145, 146; 145, 147; 146, identifier:qteWidget; 147, identifier:toPlainText; 148, argument_list; 149, identifier:find; 150, argument_list; 150, 151; 150, 156; 151, subscript; 151, 152; 151, 155; 152, attribute; 152, 153; 152, 154; 153, identifier:self; 154, identifier:charToHighlight; 155, integer:1; 156, binary_operator:+; 156, 157; 156, 158; 157, identifier:start; 158, integer:1; 159, else_clause; 159, 160; 159, 161; 159, 162; 160, comment; 161, comment; 162, block; 162, 163; 162, 167; 162, 168; 163, expression_statement; 163, 164; 164, assignment; 164, 165; 164, 166; 165, identifier:stop; 166, identifier:origin; 167, comment; 168, expression_statement; 168, 169; 169, assignment; 169, 170; 169, 171; 170, identifier:start; 171, call; 171, 172; 171, 179; 172, attribute; 172, 173; 172, 178; 173, call; 173, 174; 173, 177; 174, attribute; 174, 175; 174, 176; 175, identifier:qteWidget; 176, identifier:toPlainText; 177, argument_list; 178, identifier:rfind; 179, argument_list; 179, 180; 179, 185; 179, 186; 180, subscript; 180, 181; 180, 184; 181, attribute; 181, 182; 181, 183; 182, identifier:self; 183, identifier:charToHighlight; 184, integer:0; 185, integer:0; 186, identifier:stop; 187, comment; 188, expression_statement; 188, 189; 189, assignment; 189, 190; 189, 191; 190, identifier:oldCharFormats; 191, call; 191, 192; 191, 195; 192, attribute; 192, 193; 192, 194; 193, identifier:self; 194, identifier:highlightCharacters; 195, argument_list; 195, 196; 195, 197; 195, 200; 195, 205; 196, identifier:qteWidget; 197, tuple; 197, 198; 197, 199; 198, identifier:start; 199, identifier:stop; 200, attribute; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:QtCore; 203, identifier:Qt; 204, identifier:blue; 205, integer:100; 206, comment; 207, comment; 208, expression_statement; 208, 209; 209, assignment; 209, 210; 209, 211; 210, identifier:data; 211, call; 211, 212; 211, 215; 212, attribute; 212, 213; 212, 214; 213, identifier:self; 214, identifier:qteMacroData; 215, argument_list; 215, 216; 216, identifier:qteWidget; 217, expression_statement; 217, 218; 218, assignment; 218, 219; 218, 222; 219, attribute; 219, 220; 219, 221; 220, identifier:data; 221, identifier:matchingPositions; 222, tuple; 222, 223; 222, 224; 223, identifier:start; 224, identifier:stop; 225, expression_statement; 225, 226; 226, assignment; 226, 227; 226, 230; 227, attribute; 227, 228; 227, 229; 228, identifier:data; 229, identifier:oldCharFormats; 230, identifier:oldCharFormats; 231, expression_statement; 231, 232; 232, call; 232, 233; 232, 236; 233, attribute; 233, 234; 233, 235; 234, identifier:self; 235, identifier:qteSaveMacroData; 236, argument_list; 236, 237; 236, 238; 237, identifier:data; 238, identifier:qteWidget; 239, comment; 240, expression_statement; 240, 241; 241, call; 241, 242; 241, 247; 242, attribute; 242, 243; 242, 246; 243, attribute; 243, 244; 243, 245; 244, identifier:qteWidget; 245, identifier:cursorPositionChanged; 246, identifier:connect; 247, argument_list; 247, 248; 248, attribute; 248, 249; 248, 250; 249, identifier:self; 250, identifier:cursorPositionChangedEvent
def cursorPositionChangedEvent(self): """ Update the highlighting. This is an overloaded version of the native Qt slot of ``QTextEdit``. In this class, the purpose of this slot is to check if the character to the right of the cursor needs highlighting, assuming there is a second character to pair with it. |Args| * **None** |Returns| * **None** |Raises| * **None** """ # Determine the sender and cursor position. qteWidget = self.sender() tc = qteWidget.textCursor() origin = tc.position() # Remove all the highlighting. Since this will move the # cursor, first disconnect this very routine to avoid an # infinite recursion. qteWidget.cursorPositionChanged.disconnect( self.cursorPositionChangedEvent) self.qteRemoveHighlighting(qteWidget) qteWidget.cursorPositionChanged.connect( self.cursorPositionChangedEvent) # If we are beyond the last character (for instance because # the cursor was explicitly moved to the end of the buffer) # then there is no character to the right and will result in # an error when trying to fetch it. if origin >= len(qteWidget.toPlainText()): return else: # It is save to retrieve the character to the right of the # cursor. char = qteWidget.toPlainText()[origin] # Return if the character is not in the matching list. if char not in self.charToHighlight: return # Disconnect the 'cursorPositionChanged' signal from this # function because it will make changes to the cursor position # and would therefore immediately trigger itself, resulting in # an infinite recursion. qteWidget.cursorPositionChanged.disconnect( self.cursorPositionChangedEvent) # If we got until here "char" must be one of the two # characters to highlight. if char == self.charToHighlight[0]: start = origin # Found the first character, so now look for the second # one. If this second character does not exist the # function returns '-1' which is safe because the # ``self.highlightCharacter`` method can deal with this. stop = qteWidget.toPlainText().find(self.charToHighlight[1], start + 1) else: # Found the second character so the start index is indeed # the stop index. stop = origin # Search for the preceeding first character. start = qteWidget.toPlainText().rfind(self.charToHighlight[0], 0, stop) # Highlight the characters. oldCharFormats = self.highlightCharacters(qteWidget, (start, stop), QtCore.Qt.blue, 100) # Store the positions of the changed character in the # macroData structure of this widget. data = self.qteMacroData(qteWidget) data.matchingPositions = (start, stop) data.oldCharFormats = oldCharFormats self.qteSaveMacroData(data, qteWidget) # Reconnect the 'cursorPositionChanged' signal. qteWidget.cursorPositionChanged.connect( self.cursorPositionChangedEvent)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:scenarios; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:generate_seed; 7, False; 8, block; 8, 9; 8, 11; 8, 18; 8, 30; 8, 84; 8, 85; 8, 86; 8, 90; 8, 94; 8, 158; 8, 173; 8, 174; 8, 175; 8, 176; 8, 205; 8, 206; 8, 207; 8, 208; 8, 209; 8, 210; 8, 214; 8, 215; 8, 280; 8, 281; 8, 282; 8, 290; 8, 298; 9, expression_statement; 9, 10; 10, comment; 11, expression_statement; 11, 12; 12, assignment; 12, 13; 12, 14; 13, identifier:seed; 14, call; 14, 15; 14, 16; 15, identifier:prime_numbers; 16, argument_list; 16, 17; 17, integer:1000; 18, expression_statement; 18, 19; 19, assignment; 19, 20; 19, 21; 20, identifier:sweeps_all; 21, call; 21, 22; 21, 29; 22, attribute; 22, 23; 22, 28; 23, subscript; 23, 24; 23, 27; 24, attribute; 24, 25; 24, 26; 25, identifier:self; 26, identifier:experiment; 27, string:"sweeps"; 28, identifier:keys; 29, argument_list; 30, if_statement; 30, 31; 30, 36; 30, 74; 31, comparison_operator:in; 31, 32; 31, 33; 32, string:"combinations"; 33, attribute; 33, 34; 33, 35; 34, identifier:self; 35, identifier:experiment; 36, block; 36, 37; 37, if_statement; 37, 38; 37, 47; 37, 48; 37, 63; 38, call; 38, 39; 38, 40; 39, identifier:isinstance; 40, argument_list; 40, 41; 40, 46; 41, subscript; 41, 42; 41, 45; 42, attribute; 42, 43; 42, 44; 43, identifier:self; 44, identifier:experiment; 45, string:"combinations"; 46, identifier:list; 47, comment; 48, block; 48, 49; 48, 60; 48, 61; 48, 62; 49, expression_statement; 49, 50; 50, assignment; 50, 51; 50, 52; 51, identifier:combinations_in_experiment; 52, dictionary; 52, 53; 53, pair; 53, 54; 53, 55; 54, string:" "; 55, subscript; 55, 56; 55, 59; 56, attribute; 56, 57; 56, 58; 57, identifier:self; 58, identifier:experiment; 59, string:"combinations"; 60, comment; 61, comment; 62, comment; 63, else_clause; 63, 64; 63, 65; 64, comment; 65, block; 65, 66; 66, expression_statement; 66, 67; 67, assignment; 67, 68; 67, 69; 68, identifier:combinations_in_experiment; 69, subscript; 69, 70; 69, 73; 70, attribute; 70, 71; 70, 72; 71, identifier:self; 72, identifier:experiment; 73, string:"combinations"; 74, else_clause; 74, 75; 74, 76; 75, comment; 76, block; 76, 77; 76, 83; 77, expression_statement; 77, 78; 78, assignment; 78, 79; 78, 80; 79, identifier:combinations_in_experiment; 80, call; 80, 81; 80, 82; 81, identifier:dict; 82, argument_list; 83, comment; 84, comment; 85, comment; 86, expression_statement; 86, 87; 87, assignment; 87, 88; 87, 89; 88, identifier:all_combinations_sweeps; 89, list:[]; 90, expression_statement; 90, 91; 91, assignment; 91, 92; 91, 93; 92, identifier:all_combinations; 93, list:[]; 94, for_statement; 94, 95; 94, 98; 94, 103; 94, 104; 95, pattern_list; 95, 96; 95, 97; 96, identifier:key; 97, identifier:combinations_; 98, call; 98, 99; 98, 102; 99, attribute; 99, 100; 99, 101; 100, identifier:combinations_in_experiment; 101, identifier:items; 102, argument_list; 103, comment; 104, block; 104, 105; 104, 137; 104, 149; 105, if_statement; 105, 106; 105, 108; 105, 109; 105, 119; 106, not_operator; 106, 107; 107, identifier:combinations_; 108, comment; 109, block; 109, 110; 109, 114; 110, expression_statement; 110, 111; 111, assignment; 111, 112; 111, 113; 112, identifier:combinations_sweeps; 113, list:[]; 114, expression_statement; 114, 115; 115, assignment; 115, 116; 115, 117; 116, identifier:combinations; 117, list:[[]]; 117, 118; 118, list:[]; 119, else_clause; 119, 120; 119, 121; 120, comment; 121, block; 121, 122; 121, 128; 121, 129; 122, expression_statement; 122, 123; 123, assignment; 123, 124; 123, 125; 124, identifier:combinations_sweeps; 125, subscript; 125, 126; 125, 127; 126, identifier:combinations_; 127, integer:0; 128, comment; 129, expression_statement; 129, 130; 130, assignment; 130, 131; 130, 132; 131, identifier:combinations; 132, subscript; 132, 133; 132, 134; 133, identifier:combinations_; 134, slice; 134, 135; 134, 136; 135, integer:1; 136, colon; 137, for_statement; 137, 138; 137, 139; 137, 140; 137, 141; 138, identifier:item; 139, identifier:combinations_sweeps; 140, comment; 141, block; 141, 142; 142, expression_statement; 142, 143; 143, call; 143, 144; 143, 147; 144, attribute; 144, 145; 144, 146; 145, identifier:all_combinations_sweeps; 146, identifier:append; 147, argument_list; 147, 148; 148, identifier:item; 149, expression_statement; 149, 150; 150, call; 150, 151; 150, 154; 151, attribute; 151, 152; 151, 153; 152, identifier:all_combinations; 153, identifier:append; 154, argument_list; 154, 155; 155, tuple; 155, 156; 155, 157; 156, identifier:combinations_sweeps; 157, identifier:combinations; 158, expression_statement; 158, 159; 159, assignment; 159, 160; 159, 161; 160, identifier:sweeps_fully_factorial; 161, call; 161, 162; 161, 163; 162, identifier:list; 163, argument_list; 163, 164; 164, binary_operator:-; 164, 165; 164, 169; 165, call; 165, 166; 165, 167; 166, identifier:set; 167, argument_list; 167, 168; 168, identifier:sweeps_all; 169, call; 169, 170; 169, 171; 170, identifier:set; 171, argument_list; 171, 172; 172, identifier:all_combinations_sweeps; 173, comment; 174, comment; 175, comment; 176, for_statement; 176, 177; 176, 178; 176, 179; 177, identifier:sweep; 178, identifier:sweeps_fully_factorial; 179, block; 179, 180; 180, expression_statement; 180, 181; 181, call; 181, 182; 181, 185; 182, attribute; 182, 183; 182, 184; 183, identifier:all_combinations; 184, identifier:append; 185, argument_list; 185, 186; 186, tuple; 186, 187; 186, 189; 187, list:[sweep]; 187, 188; 188, identifier:sweep; 189, list_comprehension; 189, 190; 189, 192; 190, list:[x]; 190, 191; 191, identifier:x; 192, for_in_clause; 192, 193; 192, 194; 193, identifier:x; 194, call; 194, 195; 194, 204; 195, attribute; 195, 196; 195, 203; 196, subscript; 196, 197; 196, 202; 197, subscript; 197, 198; 197, 201; 198, attribute; 198, 199; 198, 200; 199, identifier:self; 200, identifier:experiment; 201, string:"sweeps"; 202, identifier:sweep; 203, identifier:keys; 204, argument_list; 205, comment; 206, comment; 207, comment; 208, comment; 209, comment; 210, expression_statement; 210, 211; 211, assignment; 211, 212; 211, 213; 212, identifier:red_iter; 213, integer:0; 214, comment; 215, while_statement; 215, 216; 215, 222; 216, comparison_operator:>; 216, 217; 216, 221; 217, call; 217, 218; 217, 219; 218, identifier:len; 219, argument_list; 219, 220; 220, identifier:all_combinations; 221, integer:1; 222, block; 222, 223; 222, 229; 222, 235; 222, 245; 222, 262; 222, 275; 222, 279; 223, expression_statement; 223, 224; 224, assignment; 224, 225; 224, 226; 225, identifier:comb1; 226, subscript; 226, 227; 226, 228; 227, identifier:all_combinations; 228, integer:0; 229, expression_statement; 229, 230; 230, assignment; 230, 231; 230, 232; 231, identifier:comb2; 232, subscript; 232, 233; 232, 234; 233, identifier:all_combinations; 234, integer:1; 235, expression_statement; 235, 236; 236, assignment; 236, 237; 236, 238; 237, identifier:new_sweeps; 238, binary_operator:+; 238, 239; 238, 242; 239, subscript; 239, 240; 239, 241; 240, identifier:comb1; 241, integer:0; 242, subscript; 242, 243; 242, 244; 243, identifier:comb2; 244, integer:0; 245, expression_statement; 245, 246; 246, assignment; 246, 247; 246, 248; 247, identifier:new_combinations; 248, list_comprehension; 248, 249; 248, 252; 248, 257; 249, binary_operator:+; 249, 250; 249, 251; 250, identifier:x; 251, identifier:y; 252, for_in_clause; 252, 253; 252, 254; 253, identifier:x; 254, subscript; 254, 255; 254, 256; 255, identifier:comb1; 256, integer:1; 257, for_in_clause; 257, 258; 257, 259; 258, identifier:y; 259, subscript; 259, 260; 259, 261; 260, identifier:comb2; 261, integer:1; 262, expression_statement; 262, 263; 263, assignment; 263, 264; 263, 265; 264, identifier:all_combinations; 265, binary_operator:+; 265, 266; 265, 270; 266, list:[(new_sweeps, new_combinations)]; 266, 267; 267, tuple; 267, 268; 267, 269; 268, identifier:new_sweeps; 269, identifier:new_combinations; 270, subscript; 270, 271; 270, 272; 271, identifier:all_combinations; 272, slice; 272, 273; 272, 274; 273, integer:2; 274, colon; 275, expression_statement; 275, 276; 276, augmented_assignment:+=; 276, 277; 276, 278; 277, identifier:red_iter; 278, integer:1; 279, comment; 280, comment; 281, comment; 282, expression_statement; 282, 283; 283, assignment; 283, 284; 283, 285; 284, identifier:sweep_names; 285, subscript; 285, 286; 285, 289; 286, subscript; 286, 287; 286, 288; 287, identifier:all_combinations; 288, integer:0; 289, integer:0; 290, expression_statement; 290, 291; 291, assignment; 291, 292; 291, 293; 292, identifier:combinations; 293, subscript; 293, 294; 293, 297; 294, subscript; 294, 295; 294, 296; 295, identifier:all_combinations; 296, integer:0; 297, integer:1; 298, for_statement; 298, 299; 298, 300; 298, 301; 299, identifier:combination; 300, identifier:combinations; 301, block; 301, 302; 301, 320; 301, 333; 301, 372; 302, expression_statement; 302, 303; 303, assignment; 303, 304; 303, 305; 304, identifier:scenario; 305, call; 305, 306; 305, 307; 306, identifier:Scenario; 307, argument_list; 307, 308; 308, call; 308, 309; 308, 312; 309, attribute; 309, 310; 309, 311; 310, identifier:self; 311, identifier:_apply_combination; 312, argument_list; 312, 313; 312, 318; 312, 319; 313, subscript; 313, 314; 313, 317; 314, attribute; 314, 315; 314, 316; 315, identifier:self; 316, identifier:experiment; 317, string:"base"; 318, identifier:sweep_names; 319, identifier:combination; 320, expression_statement; 320, 321; 321, assignment; 321, 322; 321, 325; 322, attribute; 322, 323; 322, 324; 323, identifier:scenario; 324, identifier:parameters; 325, call; 325, 326; 325, 327; 326, identifier:dict; 327, argument_list; 327, 328; 328, call; 328, 329; 328, 330; 329, identifier:zip; 330, argument_list; 330, 331; 330, 332; 331, identifier:sweep_names; 332, identifier:combination; 333, if_statement; 333, 334; 333, 335; 333, 336; 334, identifier:generate_seed; 335, comment; 336, block; 336, 337; 337, if_statement; 337, 338; 337, 343; 337, 364; 338, comparison_operator:in; 338, 339; 338, 340; 339, string:"@seed@"; 340, attribute; 340, 341; 340, 342; 341, identifier:scenario; 342, identifier:xml; 343, block; 343, 344; 344, expression_statement; 344, 345; 345, assignment; 345, 346; 345, 349; 346, attribute; 346, 347; 346, 348; 347, identifier:scenario; 348, identifier:xml; 349, call; 349, 350; 349, 355; 350, attribute; 350, 351; 350, 354; 351, attribute; 351, 352; 351, 353; 352, identifier:scenario; 353, identifier:xml; 354, identifier:replace; 355, argument_list; 355, 356; 355, 357; 356, string:"@seed@"; 357, call; 357, 358; 357, 359; 358, identifier:str; 359, argument_list; 359, 360; 360, call; 360, 361; 360, 362; 361, identifier:next; 362, argument_list; 362, 363; 363, identifier:seed; 364, else_clause; 364, 365; 365, block; 365, 366; 366, raise_statement; 366, 367; 367, parenthesized_expression; 367, 368; 368, call; 368, 369; 368, 370; 369, identifier:RuntimeError; 370, argument_list; 370, 371; 371, string:"@seed@ placeholder is not found"; 372, expression_statement; 372, 373; 373, yield; 373, 374; 374, identifier:scenario
def scenarios(self, generate_seed=False): """ Generator function. Spits out scenarios for this experiment """ seed = prime_numbers(1000) sweeps_all = self.experiment["sweeps"].keys() if "combinations" in self.experiment: if isinstance(self.experiment["combinations"], list): # For backward compatibility with experiments1-4s combinations_in_experiment = {" ": self.experiment["combinations"]} # if self.experiment["combinations"] == []: # # Special notation for fully-factorial experiments # combinations_in_experiment = {" ":[[],[]]} else: # Combinations must be a dictionary in this particular case combinations_in_experiment = self.experiment["combinations"] else: # Support no combinations element: combinations_in_experiment = dict() # empty dict # 1) calculate combinations_sweeps (depends on ALL combinations_ items) # Get the list of fully factorial sweeps all_combinations_sweeps = [] all_combinations = [] for key, combinations_ in combinations_in_experiment.items(): # generate all permutations of all combinations if not combinations_: # Fully factorial experiment, shortcut for "combinations":[[],[]] combinations_sweeps = [] combinations = [[]] else: # First item in combinations list is a list of sweeps combinations_sweeps = combinations_[0] # then - all combinations combinations = combinations_[1:] for item in combinations_sweeps: # TODO: error if sweep is already in this list? all_combinations_sweeps.append(item) all_combinations.append((combinations_sweeps, combinations)) sweeps_fully_factorial = list(set(sweeps_all) - set(all_combinations_sweeps)) # print "fully fact: %s" % sweeps_fully_factorial # 2) produce a list of all combinations of fully factorial sweeps # First sets of "combinations": the fully-factorial sweeps for sweep in sweeps_fully_factorial: all_combinations.append(([sweep], [[x] for x in self.experiment["sweeps"][sweep].keys()])) # 3) take the dot (inner) product of the list above (fully factorial arm combinations) # with the first combinations list, that with the second combination list, ... # step-by-step reduce the list of combinations to a single item # (dot-product of each list of combinations) # this could use a lot of memory... red_iter = 0 # print "all combinations:", red_iter, all_combinations while len(all_combinations) > 1: comb1 = all_combinations[0] comb2 = all_combinations[1] new_sweeps = comb1[0] + comb2[0] new_combinations = [x+y for x in comb1[1] for y in comb2[1]] all_combinations = [(new_sweeps, new_combinations)] + all_combinations[2:] red_iter += 1 # print "all combinations:", red_iter, all_combinations # 4) write out the document for each in (3), which should specify one arm for each # sweep with no repetition of combinations sweep_names = all_combinations[0][0] combinations = all_combinations[0][1] for combination in combinations: scenario = Scenario(self._apply_combination(self.experiment["base"], sweep_names, combination)) scenario.parameters = dict(zip(sweep_names, combination)) if generate_seed: # Replace seed if requested by the user if "@seed@" in scenario.xml: scenario.xml = scenario.xml.replace("@seed@", str(next(seed))) else: raise(RuntimeError("@seed@ placeholder is not found")) yield scenario
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:subdict_by_keys; 3, parameters; 3, 4; 3, 5; 4, identifier:dict_obj; 5, identifier:keys; 6, block; 6, 7; 6, 9; 7, expression_statement; 7, 8; 8, comment; 9, return_statement; 9, 10; 10, dictionary_comprehension; 10, 11; 10, 16; 11, pair; 11, 12; 11, 13; 12, identifier:k; 13, subscript; 13, 14; 13, 15; 14, identifier:dict_obj; 15, identifier:k; 16, for_in_clause; 16, 17; 16, 18; 17, identifier:k; 18, call; 18, 19; 18, 25; 19, attribute; 19, 20; 19, 24; 20, call; 20, 21; 20, 22; 21, identifier:set; 22, argument_list; 22, 23; 23, identifier:keys; 24, identifier:intersection; 25, argument_list; 25, 26; 26, call; 26, 27; 26, 30; 27, attribute; 27, 28; 27, 29; 28, identifier:dict_obj; 29, identifier:keys; 30, argument_list
def subdict_by_keys(dict_obj, keys): """Returns a sub-dict composed solely of the given keys. Parameters ---------- dict_obj : dict The dict to create a sub-dict from. keys : list of str The keys to keep in the sub-dict. Keys not present in the given dict will be ignored. Returns ------- dict A sub-dict of the given dict composed solely of the given keys. Example: -------- >>> dict_obj = {'a': 1, 'b': 2, 'c': 3, 'd': 4} >>> subdict = subdict_by_keys(dict_obj, ['b', 'd', 'e']) >>> print(sorted(subdict.items())) [('b', 2), ('d', 4)] """ return {k: dict_obj[k] for k in set(keys).intersection(dict_obj.keys())}
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:deep_merge_dict; 3, parameters; 3, 4; 3, 5; 4, identifier:base; 5, identifier:priority; 6, block; 6, 7; 6, 9; 6, 26; 6, 35; 6, 72; 7, expression_statement; 7, 8; 8, comment; 9, if_statement; 9, 10; 9, 23; 10, boolean_operator:or; 10, 11; 10, 17; 11, not_operator; 11, 12; 12, call; 12, 13; 12, 14; 13, identifier:isinstance; 14, argument_list; 14, 15; 14, 16; 15, identifier:base; 16, identifier:dict; 17, not_operator; 17, 18; 18, call; 18, 19; 18, 20; 19, identifier:isinstance; 20, argument_list; 20, 21; 20, 22; 21, identifier:priority; 22, identifier:dict; 23, block; 23, 24; 24, return_statement; 24, 25; 25, identifier:priority; 26, expression_statement; 26, 27; 27, assignment; 27, 28; 27, 29; 28, identifier:result; 29, call; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, identifier:copy; 32, identifier:deepcopy; 33, argument_list; 33, 34; 34, identifier:base; 35, for_statement; 35, 36; 35, 37; 35, 42; 36, identifier:key; 37, call; 37, 38; 37, 41; 38, attribute; 38, 39; 38, 40; 39, identifier:priority; 40, identifier:keys; 41, argument_list; 42, block; 42, 43; 43, if_statement; 43, 44; 43, 47; 43, 62; 44, comparison_operator:in; 44, 45; 44, 46; 45, identifier:key; 46, identifier:base; 47, block; 47, 48; 48, expression_statement; 48, 49; 49, assignment; 49, 50; 49, 53; 50, subscript; 50, 51; 50, 52; 51, identifier:result; 52, identifier:key; 53, call; 53, 54; 53, 55; 54, identifier:deep_merge_dict; 55, argument_list; 55, 56; 55, 59; 56, subscript; 56, 57; 56, 58; 57, identifier:base; 58, identifier:key; 59, subscript; 59, 60; 59, 61; 60, identifier:priority; 61, identifier:key; 62, else_clause; 62, 63; 63, block; 63, 64; 64, expression_statement; 64, 65; 65, assignment; 65, 66; 65, 69; 66, subscript; 66, 67; 66, 68; 67, identifier:result; 68, identifier:key; 69, subscript; 69, 70; 69, 71; 70, identifier:priority; 71, identifier:key; 72, return_statement; 72, 73; 73, identifier:result
def deep_merge_dict(base, priority): """Recursively merges the two given dicts into a single dict. Treating base as the the initial point of the resulting merged dict, and considering the nested dictionaries as trees, they are merged os: 1. Every path to every leaf in priority would be represented in the result. 2. Subtrees of base are overwritten if a leaf is found in the corresponding path in priority. 3. The invariant that all priority leaf nodes remain leafs is maintained. Parameters ---------- base : dict The first, lower-priority, dict to merge. priority : dict The second, higher-priority, dict to merge. Returns ------- dict A recursive merge of the two given dicts. Example: -------- >>> base = {'a': 1, 'b': 2, 'c': {'d': 4}, 'e': 5} >>> priority = {'a': {'g': 7}, 'c': 3, 'e': 5, 'f': 6} >>> result = deep_merge_dict(base, priority) >>> print(sorted(result.items())) [('a', {'g': 7}), ('b', 2), ('c', 3), ('e', 5), ('f', 6)] """ if not isinstance(base, dict) or not isinstance(priority, dict): return priority result = copy.deepcopy(base) for key in priority.keys(): if key in base: result[key] = deep_merge_dict(base[key], priority[key]) else: result[key] = priority[key] return result
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:norm_int_dict; 3, parameters; 3, 4; 4, identifier:int_dict; 5, block; 5, 6; 5, 8; 5, 16; 5, 27; 5, 41; 6, expression_statement; 6, 7; 7, comment; 8, expression_statement; 8, 9; 9, assignment; 9, 10; 9, 11; 10, identifier:norm_dict; 11, call; 11, 12; 11, 15; 12, attribute; 12, 13; 12, 14; 13, identifier:int_dict; 14, identifier:copy; 15, argument_list; 16, expression_statement; 16, 17; 17, assignment; 17, 18; 17, 19; 18, identifier:val_sum; 19, call; 19, 20; 19, 21; 20, identifier:sum; 21, argument_list; 21, 22; 22, call; 22, 23; 22, 26; 23, attribute; 23, 24; 23, 25; 24, identifier:norm_dict; 25, identifier:values; 26, argument_list; 27, for_statement; 27, 28; 27, 29; 27, 30; 28, identifier:key; 29, identifier:norm_dict; 30, block; 30, 31; 31, expression_statement; 31, 32; 32, assignment; 32, 33; 32, 36; 33, subscript; 33, 34; 33, 35; 34, identifier:norm_dict; 35, identifier:key; 36, binary_operator:/; 36, 37; 36, 40; 37, subscript; 37, 38; 37, 39; 38, identifier:norm_dict; 39, identifier:key; 40, identifier:val_sum; 41, return_statement; 41, 42; 42, identifier:norm_dict
def norm_int_dict(int_dict): """Normalizes values in the given dict with int values. Parameters ---------- int_dict : list A dict object mapping each key to an int value. Returns ------- dict A dict where each key is mapped to its relative part in the sum of all dict values. Example ------- >>> dict_obj = {'a': 3, 'b': 5, 'c': 2} >>> result = norm_int_dict(dict_obj) >>> print(sorted(result.items())) [('a', 0.3), ('b', 0.5), ('c', 0.2)] """ norm_dict = int_dict.copy() val_sum = sum(norm_dict.values()) for key in norm_dict: norm_dict[key] = norm_dict[key] / val_sum return norm_dict
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:sum_num_dicts; 3, parameters; 3, 4; 3, 5; 4, identifier:dicts; 5, default_parameter; 5, 6; 5, 7; 6, identifier:normalize; 7, False; 8, block; 8, 9; 8, 11; 8, 15; 8, 39; 8, 47; 9, expression_statement; 9, 10; 10, comment; 11, expression_statement; 11, 12; 12, assignment; 12, 13; 12, 14; 13, identifier:sum_dict; 14, dictionary; 15, for_statement; 15, 16; 15, 17; 15, 18; 16, identifier:dicti; 17, identifier:dicts; 18, block; 18, 19; 19, for_statement; 19, 20; 19, 21; 19, 22; 20, identifier:key; 21, identifier:dicti; 22, block; 22, 23; 23, expression_statement; 23, 24; 24, assignment; 24, 25; 24, 28; 25, subscript; 25, 26; 25, 27; 26, identifier:sum_dict; 27, identifier:key; 28, binary_operator:+; 28, 29; 28, 36; 29, call; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, identifier:sum_dict; 32, identifier:get; 33, argument_list; 33, 34; 33, 35; 34, identifier:key; 35, integer:0; 36, subscript; 36, 37; 36, 38; 37, identifier:dicti; 38, identifier:key; 39, if_statement; 39, 40; 39, 41; 40, identifier:normalize; 41, block; 41, 42; 42, return_statement; 42, 43; 43, call; 43, 44; 43, 45; 44, identifier:norm_int_dict; 45, argument_list; 45, 46; 46, identifier:sum_dict; 47, return_statement; 47, 48; 48, identifier:sum_dict
def sum_num_dicts(dicts, normalize=False): """Sums the given dicts into a single dict mapping each key to the sum of its mappings in all given dicts. Parameters ---------- dicts : list A list of dict objects mapping each key to an numeric value. normalize : bool, default False Indicated whether to normalize all values by value sum. Returns ------- dict A dict where each key is mapped to the sum of its mappings in all given dicts. Example ------- >>> dict1 = {'a': 3, 'b': 2} >>> dict2 = {'a':7, 'c': 8} >>> result = sum_num_dicts([dict1, dict2]) >>> print(sorted(result.items())) [('a', 10), ('b', 2), ('c', 8)] >>> result = sum_num_dicts([dict1, dict2], normalize=True) >>> print(sorted(result.items())) [('a', 0.5), ('b', 0.1), ('c', 0.4)] """ sum_dict = {} for dicti in dicts: for key in dicti: sum_dict[key] = sum_dict.get(key, 0) + dicti[key] if normalize: return norm_int_dict(sum_dict) return sum_dict
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:reverse_dict; 3, parameters; 3, 4; 4, identifier:dict_obj; 5, block; 5, 6; 5, 8; 5, 12; 5, 31; 5, 49; 6, expression_statement; 6, 7; 7, comment; 8, expression_statement; 8, 9; 9, assignment; 9, 10; 9, 11; 10, identifier:new_dict; 11, dictionary; 12, for_statement; 12, 13; 12, 14; 12, 15; 13, identifier:key; 14, identifier:dict_obj; 15, block; 15, 16; 16, expression_statement; 16, 17; 17, call; 17, 18; 17, 19; 18, identifier:add_to_dict_val_set; 19, argument_list; 19, 20; 19, 23; 19, 28; 20, keyword_argument; 20, 21; 20, 22; 21, identifier:dict_obj; 22, identifier:new_dict; 23, keyword_argument; 23, 24; 23, 25; 24, identifier:key; 25, subscript; 25, 26; 25, 27; 26, identifier:dict_obj; 27, identifier:key; 28, keyword_argument; 28, 29; 28, 30; 29, identifier:val; 30, identifier:key; 31, for_statement; 31, 32; 31, 33; 31, 34; 32, identifier:key; 33, identifier:new_dict; 34, block; 34, 35; 35, expression_statement; 35, 36; 36, assignment; 36, 37; 36, 40; 37, subscript; 37, 38; 37, 39; 38, identifier:new_dict; 39, identifier:key; 40, call; 40, 41; 40, 42; 41, identifier:sorted; 42, argument_list; 42, 43; 42, 46; 43, subscript; 43, 44; 43, 45; 44, identifier:new_dict; 45, identifier:key; 46, keyword_argument; 46, 47; 46, 48; 47, identifier:reverse; 48, False; 49, return_statement; 49, 50; 50, identifier:new_dict
def reverse_dict(dict_obj): """Reverse a dict, so each value in it maps to a sorted list of its keys. Parameters ---------- dict_obj : dict A key-value dict. Returns ------- dict A dict where each value maps to a sorted list of all the unique keys that mapped to it. Example ------- >>> dicti = {'a': 1, 'b': 3, 'c': 1} >>> reverse_dict(dicti) {1: ['a', 'c'], 3: ['b']} """ new_dict = {} for key in dict_obj: add_to_dict_val_set(dict_obj=new_dict, key=dict_obj[key], val=key) for key in new_dict: new_dict[key] = sorted(new_dict[key], reverse=False) return new_dict
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 11; 2, function_name:flatten_dict; 3, parameters; 3, 4; 3, 5; 3, 8; 4, identifier:dict_obj; 5, default_parameter; 5, 6; 5, 7; 6, identifier:separator; 7, string:'.'; 8, default_parameter; 8, 9; 8, 10; 9, identifier:flatten_lists; 10, False; 11, block; 11, 12; 11, 14; 11, 21; 11, 25; 11, 57; 11, 117; 11, 122; 12, expression_statement; 12, 13; 13, comment; 14, expression_statement; 14, 15; 15, assignment; 15, 16; 15, 17; 16, identifier:reducer; 17, call; 17, 18; 17, 19; 18, identifier:_get_key_reducer; 19, argument_list; 19, 20; 20, identifier:separator; 21, expression_statement; 21, 22; 22, assignment; 22, 23; 22, 24; 23, identifier:flat; 24, dictionary; 25, function_definition; 25, 26; 25, 27; 25, 31; 26, function_name:_flatten_key_val; 27, parameters; 27, 28; 27, 29; 27, 30; 28, identifier:key; 29, identifier:val; 30, identifier:parent; 31, block; 31, 32; 31, 40; 32, expression_statement; 32, 33; 33, assignment; 33, 34; 33, 35; 34, identifier:flat_key; 35, call; 35, 36; 35, 37; 36, identifier:reducer; 37, argument_list; 37, 38; 37, 39; 38, identifier:parent; 39, identifier:key; 40, try_statement; 40, 41; 40, 48; 41, block; 41, 42; 42, expression_statement; 42, 43; 43, call; 43, 44; 43, 45; 44, identifier:_flatten; 45, argument_list; 45, 46; 45, 47; 46, identifier:val; 47, identifier:flat_key; 48, except_clause; 48, 49; 48, 50; 49, identifier:TypeError; 50, block; 50, 51; 51, expression_statement; 51, 52; 52, assignment; 52, 53; 52, 56; 53, subscript; 53, 54; 53, 55; 54, identifier:flat; 55, identifier:flat_key; 56, identifier:val; 57, function_definition; 57, 58; 57, 59; 57, 64; 58, function_name:_flatten; 59, parameters; 59, 60; 59, 61; 60, identifier:d; 61, default_parameter; 61, 62; 61, 63; 62, identifier:parent; 63, None; 64, block; 64, 65; 65, try_statement; 65, 66; 65, 84; 66, block; 66, 67; 67, for_statement; 67, 68; 67, 71; 67, 76; 68, pattern_list; 68, 69; 68, 70; 69, identifier:key; 70, identifier:val; 71, call; 71, 72; 71, 75; 72, attribute; 72, 73; 72, 74; 73, identifier:d; 74, identifier:items; 75, argument_list; 76, block; 76, 77; 77, expression_statement; 77, 78; 78, call; 78, 79; 78, 80; 79, identifier:_flatten_key_val; 80, argument_list; 80, 81; 80, 82; 80, 83; 81, identifier:key; 82, identifier:val; 83, identifier:parent; 84, except_clause; 84, 85; 84, 86; 85, identifier:AttributeError; 86, block; 86, 87; 86, 98; 87, if_statement; 87, 88; 87, 95; 88, call; 88, 89; 88, 90; 89, identifier:isinstance; 90, argument_list; 90, 91; 90, 92; 91, identifier:d; 92, tuple; 92, 93; 92, 94; 93, identifier:str; 94, identifier:bytes; 95, block; 95, 96; 96, raise_statement; 96, 97; 97, identifier:TypeError; 98, for_statement; 98, 99; 98, 102; 98, 106; 99, pattern_list; 99, 100; 99, 101; 100, identifier:i; 101, identifier:value; 102, call; 102, 103; 102, 104; 103, identifier:enumerate; 104, argument_list; 104, 105; 105, identifier:d; 106, block; 106, 107; 107, expression_statement; 107, 108; 108, call; 108, 109; 108, 110; 109, identifier:_flatten_key_val; 110, argument_list; 110, 111; 110, 115; 110, 116; 111, call; 111, 112; 111, 113; 112, identifier:str; 113, argument_list; 113, 114; 114, identifier:i; 115, identifier:value; 116, identifier:parent; 117, expression_statement; 117, 118; 118, call; 118, 119; 118, 120; 119, identifier:_flatten; 120, argument_list; 120, 121; 121, identifier:dict_obj; 122, return_statement; 122, 123; 123, identifier:flat
def flatten_dict(dict_obj, separator='.', flatten_lists=False): """Flattens the given dict into a single-level dict with flattend keys. Parameters ---------- dict_obj : dict A possibly nested dict. separator : str, optional The character to use as a separator between keys. Defaults to '.'. flatten_lists : bool, optional If True, list values are also flattened. False by default. Returns ------- dict A shallow dict, where no value is a dict in itself, and keys are concatenations of original key paths separated with the given separator. Example ------- >>> dicti = {'a': 1, 'b': {'g': 4, 'o': 9}, 'x': [4, 'd']} >>> flat = flatten_dict(dicti) >>> sorted(flat.items()) [('a', 1), ('b.g', 4), ('b.o', 9), ('x.0', 4), ('x.1', 'd')] """ reducer = _get_key_reducer(separator) flat = {} def _flatten_key_val(key, val, parent): flat_key = reducer(parent, key) try: _flatten(val, flat_key) except TypeError: flat[flat_key] = val def _flatten(d, parent=None): try: for key, val in d.items(): _flatten_key_val(key, val, parent) except AttributeError: if isinstance(d, (str, bytes)): raise TypeError for i, value in enumerate(d): _flatten_key_val(str(i), value, parent) _flatten(dict_obj) return flat
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:key_value_nested_generator; 3, parameters; 3, 4; 4, identifier:dict_obj; 5, block; 5, 6; 5, 8; 6, expression_statement; 6, 7; 7, comment; 8, for_statement; 8, 9; 8, 12; 8, 17; 9, pattern_list; 9, 10; 9, 11; 10, identifier:key; 11, identifier:value; 12, call; 12, 13; 12, 16; 13, attribute; 13, 14; 13, 15; 14, identifier:dict_obj; 15, identifier:items; 16, argument_list; 17, block; 17, 18; 18, if_statement; 18, 19; 18, 24; 18, 39; 19, call; 19, 20; 19, 21; 20, identifier:isinstance; 21, argument_list; 21, 22; 21, 23; 22, identifier:value; 23, identifier:dict; 24, block; 24, 25; 25, for_statement; 25, 26; 25, 29; 25, 33; 26, pattern_list; 26, 27; 26, 28; 27, identifier:key; 28, identifier:value; 29, call; 29, 30; 29, 31; 30, identifier:key_value_nested_generator; 31, argument_list; 31, 32; 32, identifier:value; 33, block; 33, 34; 34, expression_statement; 34, 35; 35, yield; 35, 36; 36, expression_list; 36, 37; 36, 38; 37, identifier:key; 38, identifier:value; 39, else_clause; 39, 40; 40, block; 40, 41; 41, expression_statement; 41, 42; 42, yield; 42, 43; 43, expression_list; 43, 44; 43, 45; 44, identifier:key; 45, identifier:value
def key_value_nested_generator(dict_obj): """Recursively iterate over key-value pairs of nested dictionaries. Parameters ---------- dict_obj : dict The outer-most dict to iterate on. Returns ------- generator A generator over key-value pairs in all nested dictionaries. Example ------- >>> dicti = {'a': 1, 'b': {'c': 3, 'd': 4}} >>> print(sorted(list(key_value_nested_generator(dicti)))) [('a', 1), ('c', 3), ('d', 4)] """ for key, value in dict_obj.items(): if isinstance(value, dict): for key, value in key_value_nested_generator(value): yield key, value else: yield key, value
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:key_tuple_value_nested_generator; 3, parameters; 3, 4; 4, identifier:dict_obj; 5, block; 5, 6; 5, 8; 6, expression_statement; 6, 7; 7, comment; 8, for_statement; 8, 9; 8, 12; 8, 17; 9, pattern_list; 9, 10; 9, 11; 10, identifier:key; 11, identifier:value; 12, call; 12, 13; 12, 16; 13, attribute; 13, 14; 13, 15; 14, identifier:dict_obj; 15, identifier:items; 16, argument_list; 17, block; 17, 18; 18, if_statement; 18, 19; 18, 24; 18, 45; 19, call; 19, 20; 19, 21; 20, identifier:isinstance; 21, argument_list; 21, 22; 21, 23; 22, identifier:value; 23, identifier:dict; 24, block; 24, 25; 25, for_statement; 25, 26; 25, 29; 25, 33; 26, pattern_list; 26, 27; 26, 28; 27, identifier:nested_key; 28, identifier:value; 29, call; 29, 30; 29, 31; 30, identifier:key_tuple_value_nested_generator; 31, argument_list; 31, 32; 32, identifier:value; 33, block; 33, 34; 34, expression_statement; 34, 35; 35, yield; 35, 36; 36, expression_list; 36, 37; 36, 44; 37, binary_operator:+; 37, 38; 37, 43; 38, call; 38, 39; 38, 40; 39, identifier:tuple; 40, argument_list; 40, 41; 41, list:[key]; 41, 42; 42, identifier:key; 43, identifier:nested_key; 44, identifier:value; 45, else_clause; 45, 46; 46, block; 46, 47; 47, expression_statement; 47, 48; 48, yield; 48, 49; 49, expression_list; 49, 50; 49, 55; 50, call; 50, 51; 50, 52; 51, identifier:tuple; 52, argument_list; 52, 53; 53, list:[key]; 53, 54; 54, identifier:key; 55, identifier:value
def key_tuple_value_nested_generator(dict_obj): """Recursively iterate over key-tuple-value pairs of nested dictionaries. Parameters ---------- dict_obj : dict The outer-most dict to iterate on. Returns ------- generator A generator over key-tuple-value pairs in all nested dictionaries. Example ------- >>> dicti = {'a': 1, 'b': {'c': 3, 'd': 4}} >>> print(sorted(list(key_tuple_value_nested_generator(dicti)))) [(('a',), 1), (('b', 'c'), 3), (('b', 'd'), 4)] """ for key, value in dict_obj.items(): if isinstance(value, dict): for nested_key, value in key_tuple_value_nested_generator(value): yield tuple([key]) + nested_key, value else: yield tuple([key]), value
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 11; 2, function_name:release_lock; 3, parameters; 3, 4; 3, 5; 3, 8; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:verbose; 7, identifier:VERBOSE; 8, default_parameter; 8, 9; 8, 10; 9, identifier:raiseError; 10, identifier:RAISE_ERROR; 11, block; 11, 12; 11, 14; 11, 244; 11, 245; 11, 337; 11, 338; 12, expression_statement; 12, 13; 13, comment; 14, if_statement; 14, 15; 14, 26; 14, 35; 15, not_operator; 15, 16; 16, call; 16, 17; 16, 22; 17, attribute; 17, 18; 17, 21; 18, attribute; 18, 19; 18, 20; 19, identifier:os; 20, identifier:path; 21, identifier:isfile; 22, argument_list; 22, 23; 23, attribute; 23, 24; 23, 25; 24, identifier:self; 25, identifier:__lockPath; 26, block; 26, 27; 26, 31; 27, expression_statement; 27, 28; 28, assignment; 28, 29; 28, 30; 29, identifier:released; 30, True; 31, expression_statement; 31, 32; 32, assignment; 32, 33; 32, 34; 33, identifier:code; 34, integer:0; 35, else_clause; 35, 36; 36, block; 36, 37; 37, try_statement; 37, 38; 37, 61; 37, 103; 38, block; 38, 39; 39, with_statement; 39, 40; 39, 52; 40, with_clause; 40, 41; 41, with_item; 41, 42; 42, as_pattern; 42, 43; 42, 50; 43, call; 43, 44; 43, 45; 44, identifier:open; 45, argument_list; 45, 46; 45, 49; 46, attribute; 46, 47; 46, 48; 47, identifier:self; 48, identifier:__lockPath; 49, string:'rb'; 50, as_pattern_target; 50, 51; 51, identifier:fd; 52, block; 52, 53; 53, expression_statement; 53, 54; 54, assignment; 54, 55; 54, 56; 55, identifier:lock; 56, call; 56, 57; 56, 60; 57, attribute; 57, 58; 57, 59; 58, identifier:fd; 59, identifier:readlines; 60, argument_list; 61, except_clause; 61, 62; 61, 66; 62, as_pattern; 62, 63; 62, 64; 63, identifier:Exception; 64, as_pattern_target; 64, 65; 65, identifier:err; 66, block; 66, 67; 66, 83; 66, 87; 66, 98; 67, expression_statement; 67, 68; 68, assignment; 68, 69; 68, 70; 69, identifier:code; 70, call; 70, 71; 70, 72; 71, identifier:Exception; 72, argument_list; 72, 73; 73, binary_operator:%; 73, 74; 73, 75; 74, string:"Unable to read release lock file '%s' (%s)"; 75, tuple; 75, 76; 75, 79; 76, attribute; 76, 77; 76, 78; 77, identifier:self; 78, identifier:__lockPath; 79, call; 79, 80; 79, 81; 80, identifier:str; 81, argument_list; 81, 82; 82, identifier:err; 83, expression_statement; 83, 84; 84, assignment; 84, 85; 84, 86; 85, identifier:released; 86, False; 87, if_statement; 87, 88; 87, 89; 88, identifier:verbose; 89, block; 89, 90; 90, expression_statement; 90, 91; 91, call; 91, 92; 91, 93; 92, identifier:print; 93, argument_list; 93, 94; 94, call; 94, 95; 94, 96; 95, identifier:str; 96, argument_list; 96, 97; 97, identifier:code; 98, if_statement; 98, 99; 98, 100; 99, identifier:raiseError; 100, block; 100, 101; 101, raise_statement; 101, 102; 102, identifier:code; 103, else_clause; 103, 104; 104, block; 104, 105; 105, if_statement; 105, 106; 105, 111; 105, 120; 105, 234; 106, not_operator; 106, 107; 107, call; 107, 108; 107, 109; 108, identifier:len; 109, argument_list; 109, 110; 110, identifier:lock; 111, block; 111, 112; 111, 116; 112, expression_statement; 112, 113; 113, assignment; 113, 114; 113, 115; 114, identifier:code; 115, integer:1; 116, expression_statement; 116, 117; 117, assignment; 117, 118; 117, 119; 118, identifier:released; 119, True; 120, elif_clause; 120, 121; 120, 136; 121, comparison_operator:==; 121, 122; 121, 129; 122, call; 122, 123; 122, 128; 123, attribute; 123, 124; 123, 127; 124, subscript; 124, 125; 124, 126; 125, identifier:lock; 126, integer:0; 127, identifier:rstrip; 128, argument_list; 129, call; 129, 130; 129, 135; 130, attribute; 130, 131; 130, 134; 131, attribute; 131, 132; 131, 133; 132, identifier:self; 133, identifier:__lockPass; 134, identifier:encode; 135, argument_list; 136, block; 136, 137; 137, try_statement; 137, 138; 137, 182; 137, 224; 138, block; 138, 139; 139, with_statement; 139, 140; 139, 152; 139, 153; 140, with_clause; 140, 141; 141, with_item; 141, 142; 142, as_pattern; 142, 143; 142, 150; 143, call; 143, 144; 143, 145; 144, identifier:open; 145, argument_list; 145, 146; 145, 149; 146, attribute; 146, 147; 146, 148; 147, identifier:self; 148, identifier:__lockPath; 149, string:'wb'; 150, as_pattern_target; 150, 151; 151, identifier:f; 152, comment; 153, block; 153, 154; 153, 165; 153, 171; 154, expression_statement; 154, 155; 155, call; 155, 156; 155, 159; 156, attribute; 156, 157; 156, 158; 157, identifier:f; 158, identifier:write; 159, argument_list; 159, 160; 160, call; 160, 161; 160, 164; 161, attribute; 161, 162; 161, 163; 162, string:''; 163, identifier:encode; 164, argument_list; 165, expression_statement; 165, 166; 166, call; 166, 167; 166, 170; 167, attribute; 167, 168; 167, 169; 168, identifier:f; 169, identifier:flush; 170, argument_list; 171, expression_statement; 171, 172; 172, call; 172, 173; 172, 176; 173, attribute; 173, 174; 173, 175; 174, identifier:os; 175, identifier:fsync; 176, argument_list; 176, 177; 177, call; 177, 178; 177, 181; 178, attribute; 178, 179; 178, 180; 179, identifier:f; 180, identifier:fileno; 181, argument_list; 182, except_clause; 182, 183; 182, 187; 183, as_pattern; 183, 184; 183, 185; 184, identifier:Exception; 185, as_pattern_target; 185, 186; 186, identifier:err; 187, block; 187, 188; 187, 192; 187, 208; 187, 219; 188, expression_statement; 188, 189; 189, assignment; 189, 190; 189, 191; 190, identifier:released; 191, False; 192, expression_statement; 192, 193; 193, assignment; 193, 194; 193, 195; 194, identifier:code; 195, call; 195, 196; 195, 197; 196, identifier:Exception; 197, argument_list; 197, 198; 198, binary_operator:%; 198, 199; 198, 200; 199, string:"Unable to write release lock file '%s' (%s)"; 200, tuple; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:self; 203, identifier:__lockPath; 204, call; 204, 205; 204, 206; 205, identifier:str; 206, argument_list; 206, 207; 207, identifier:err; 208, if_statement; 208, 209; 208, 210; 209, identifier:verbose; 210, block; 210, 211; 211, expression_statement; 211, 212; 212, call; 212, 213; 212, 214; 213, identifier:print; 214, argument_list; 214, 215; 215, call; 215, 216; 215, 217; 216, identifier:str; 217, argument_list; 217, 218; 218, identifier:code; 219, if_statement; 219, 220; 219, 221; 220, identifier:raiseError; 221, block; 221, 222; 222, raise_statement; 222, 223; 223, identifier:code; 224, else_clause; 224, 225; 225, block; 225, 226; 225, 230; 226, expression_statement; 226, 227; 227, assignment; 227, 228; 227, 229; 228, identifier:released; 229, True; 230, expression_statement; 230, 231; 231, assignment; 231, 232; 231, 233; 232, identifier:code; 233, integer:2; 234, else_clause; 234, 235; 235, block; 235, 236; 235, 240; 236, expression_statement; 236, 237; 237, assignment; 237, 238; 237, 239; 238, identifier:code; 239, integer:4; 240, expression_statement; 240, 241; 241, assignment; 241, 242; 241, 243; 242, identifier:released; 243, False; 244, comment; 245, if_statement; 245, 246; 245, 253; 246, boolean_operator:and; 246, 247; 246, 248; 247, identifier:released; 248, comparison_operator:is; 248, 249; 248, 252; 249, attribute; 249, 250; 249, 251; 250, identifier:self; 251, identifier:__fd; 252, None; 253, block; 253, 254; 254, try_statement; 254, 255; 254, 293; 254, 331; 255, block; 255, 256; 256, if_statement; 256, 257; 256, 263; 257, not_operator; 257, 258; 258, attribute; 258, 259; 258, 262; 259, attribute; 259, 260; 259, 261; 260, identifier:self; 261, identifier:__fd; 262, identifier:closed; 263, block; 263, 264; 263, 272; 263, 285; 264, expression_statement; 264, 265; 265, call; 265, 266; 265, 271; 266, attribute; 266, 267; 266, 270; 267, attribute; 267, 268; 267, 269; 268, identifier:self; 269, identifier:__fd; 270, identifier:flush; 271, argument_list; 272, expression_statement; 272, 273; 273, call; 273, 274; 273, 277; 274, attribute; 274, 275; 274, 276; 275, identifier:os; 276, identifier:fsync; 277, argument_list; 277, 278; 278, call; 278, 279; 278, 284; 279, attribute; 279, 280; 279, 283; 280, attribute; 280, 281; 280, 282; 281, identifier:self; 282, identifier:__fd; 283, identifier:fileno; 284, argument_list; 285, expression_statement; 285, 286; 286, call; 286, 287; 286, 292; 287, attribute; 287, 288; 287, 291; 288, attribute; 288, 289; 288, 290; 289, identifier:self; 290, identifier:__fd; 291, identifier:close; 292, argument_list; 293, except_clause; 293, 294; 293, 298; 294, as_pattern; 294, 295; 294, 296; 295, identifier:Exception; 296, as_pattern_target; 296, 297; 297, identifier:err; 298, block; 298, 299; 298, 315; 298, 326; 299, expression_statement; 299, 300; 300, assignment; 300, 301; 300, 302; 301, identifier:code; 302, call; 302, 303; 302, 304; 303, identifier:Exception; 304, argument_list; 304, 305; 305, binary_operator:%; 305, 306; 305, 307; 306, string:"Unable to close file descriptor of locked file '%s' (%s)"; 307, tuple; 307, 308; 307, 311; 308, attribute; 308, 309; 308, 310; 309, identifier:self; 310, identifier:__filePath; 311, call; 311, 312; 311, 313; 312, identifier:str; 313, argument_list; 313, 314; 314, identifier:err; 315, if_statement; 315, 316; 315, 317; 316, identifier:verbose; 317, block; 317, 318; 318, expression_statement; 318, 319; 319, call; 319, 320; 319, 321; 320, identifier:print; 321, argument_list; 321, 322; 322, call; 322, 323; 322, 324; 323, identifier:str; 324, argument_list; 324, 325; 325, identifier:code; 326, if_statement; 326, 327; 326, 328; 327, identifier:raiseError; 328, block; 328, 329; 329, raise_statement; 329, 330; 330, identifier:code; 331, else_clause; 331, 332; 332, block; 332, 333; 333, expression_statement; 333, 334; 334, assignment; 334, 335; 334, 336; 335, identifier:code; 336, integer:3; 337, comment; 338, return_statement; 338, 339; 339, expression_list; 339, 340; 339, 341; 340, identifier:released; 341, identifier:code
def release_lock(self, verbose=VERBOSE, raiseError=RAISE_ERROR): """ Release the lock when set and close file descriptor if opened. :Parameters: #. verbose (bool): Whether to be verbose about errors when encountered #. raiseError (bool): Whether to raise error exception when encountered :Returns: #. result (boolean): Whether the lock is succesfully released. #. code (integer, Exception): Integer code indicating the reason how the lock was successfully or unsuccessfully released. When releasing the lock generates an error, this will be caught and returned in a message Exception code. * 0: Lock is not found, therefore successfully released * 1: Lock is found empty, therefore successfully released * 2: Lock is found owned by this locker and successfully released * 3: Lock is found owned by this locker and successfully released and locked file descriptor was successfully closed * 4: Lock is found owned by another locker, this locker has no permission to release it. Therefore unsuccessfully released * Exception: Lock was not successfully released because of an unexpected error. The error is caught and returned in this Exception. In this case result is False. """ if not os.path.isfile(self.__lockPath): released = True code = 0 else: try: with open(self.__lockPath, 'rb') as fd: lock = fd.readlines() except Exception as err: code = Exception( "Unable to read release lock file '%s' (%s)"%(self.__lockPath,str(err)) ) released = False if verbose: print(str(code)) if raiseError: raise code else: if not len(lock): code = 1 released = True elif lock[0].rstrip() == self.__lockPass.encode(): try: with open(self.__lockPath, 'wb') as f: #f.write( ''.encode('utf-8') ) f.write( ''.encode() ) f.flush() os.fsync(f.fileno()) except Exception as err: released = False code = Exception( "Unable to write release lock file '%s' (%s)"%(self.__lockPath,str(err)) ) if verbose: print(str(code)) if raiseError: raise code else: released = True code = 2 else: code = 4 released = False # close file descriptor if lock is released and descriptor is not None if released and self.__fd is not None: try: if not self.__fd.closed: self.__fd.flush() os.fsync(self.__fd.fileno()) self.__fd.close() except Exception as err: code = Exception( "Unable to close file descriptor of locked file '%s' (%s)"%(self.__filePath,str(err)) ) if verbose: print(str(code)) if raiseError: raise code else: code = 3 # return return released, code
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 11; 2, function_name:guess_codec; 3, parameters; 3, 4; 3, 5; 3, 8; 4, identifier:file; 5, default_parameter; 5, 6; 5, 7; 6, identifier:errors; 7, string:"strict"; 8, default_parameter; 8, 9; 8, 10; 9, identifier:require_char; 10, False; 11, block; 11, 12; 11, 14; 11, 15; 11, 22; 11, 23; 11, 30; 11, 38; 11, 44; 11, 45; 11, 227; 12, expression_statement; 12, 13; 13, comment; 14, comment; 15, expression_statement; 15, 16; 16, assignment; 16, 17; 16, 18; 17, identifier:gedcom_char_to_codec; 18, dictionary; 18, 19; 19, pair; 19, 20; 19, 21; 20, string:'ansel'; 21, string:'gedcom'; 22, comment; 23, expression_statement; 23, 24; 24, assignment; 24, 25; 24, 26; 25, identifier:bom_codec; 26, call; 26, 27; 26, 28; 27, identifier:check_bom; 28, argument_list; 28, 29; 29, identifier:file; 30, expression_statement; 30, 31; 31, assignment; 31, 32; 31, 33; 32, identifier:bom_size; 33, call; 33, 34; 33, 37; 34, attribute; 34, 35; 34, 36; 35, identifier:file; 36, identifier:tell; 37, argument_list; 38, expression_statement; 38, 39; 39, assignment; 39, 40; 39, 41; 40, identifier:codec; 41, boolean_operator:or; 41, 42; 41, 43; 42, identifier:bom_codec; 43, string:'gedcom'; 44, comment; 45, while_statement; 45, 46; 45, 47; 45, 48; 46, True; 47, comment; 48, block; 48, 49; 48, 57; 48, 66; 48, 67; 48, 68; 48, 69; 48, 70; 48, 83; 48, 91; 49, expression_statement; 49, 50; 50, assignment; 50, 51; 50, 52; 51, identifier:line; 52, call; 52, 53; 52, 56; 53, attribute; 53, 54; 53, 55; 54, identifier:file; 55, identifier:readline; 56, argument_list; 57, if_statement; 57, 58; 57, 60; 58, not_operator; 58, 59; 59, identifier:line; 60, block; 60, 61; 61, raise_statement; 61, 62; 62, call; 62, 63; 62, 64; 63, identifier:IOError; 64, argument_list; 64, 65; 65, string:"Unexpected EOF while reading GEDCOM header"; 66, comment; 67, comment; 68, comment; 69, comment; 70, expression_statement; 70, 71; 71, assignment; 71, 72; 71, 73; 72, identifier:line; 73, call; 73, 74; 73, 81; 74, attribute; 74, 75; 74, 80; 75, call; 75, 76; 75, 79; 76, attribute; 76, 77; 76, 78; 77, identifier:line; 78, identifier:lstrip; 79, argument_list; 80, identifier:rstrip; 81, argument_list; 81, 82; 82, string:b"\r\n"; 83, expression_statement; 83, 84; 84, assignment; 84, 85; 84, 86; 85, identifier:words; 86, call; 86, 87; 86, 90; 87, attribute; 87, 88; 87, 89; 88, identifier:line; 89, identifier:split; 90, argument_list; 91, if_statement; 91, 92; 91, 110; 91, 111; 91, 123; 92, boolean_operator:and; 92, 93; 92, 105; 93, boolean_operator:and; 93, 94; 93, 100; 94, comparison_operator:>=; 94, 95; 94, 99; 95, call; 95, 96; 95, 97; 96, identifier:len; 97, argument_list; 97, 98; 98, identifier:words; 99, integer:2; 100, comparison_operator:==; 100, 101; 100, 104; 101, subscript; 101, 102; 101, 103; 102, identifier:words; 103, integer:0; 104, string:b"0"; 105, comparison_operator:!=; 105, 106; 105, 109; 106, subscript; 106, 107; 106, 108; 107, identifier:words; 108, integer:1; 109, string:b"HEAD"; 110, comment; 111, block; 111, 112; 112, if_statement; 112, 113; 112, 114; 112, 120; 113, identifier:require_char; 114, block; 114, 115; 115, raise_statement; 115, 116; 116, call; 116, 117; 116, 118; 117, identifier:CodecError; 118, argument_list; 118, 119; 119, string:"GEDCOM header does not have CHAR record"; 120, else_clause; 120, 121; 121, block; 121, 122; 122, break_statement; 123, elif_clause; 123, 124; 123, 142; 124, boolean_operator:and; 124, 125; 124, 137; 125, boolean_operator:and; 125, 126; 125, 132; 126, comparison_operator:>=; 126, 127; 126, 131; 127, call; 127, 128; 127, 129; 128, identifier:len; 129, argument_list; 129, 130; 130, identifier:words; 131, integer:3; 132, comparison_operator:==; 132, 133; 132, 136; 133, subscript; 133, 134; 133, 135; 134, identifier:words; 135, integer:0; 136, string:b"1"; 137, comparison_operator:==; 137, 138; 137, 141; 138, subscript; 138, 139; 138, 140; 139, identifier:words; 140, integer:1; 141, string:b"CHAR"; 142, block; 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175, expression_statement; 175, 176; 176, assignment; 176, 177; 176, 178; 177, identifier:new_codec; 178, attribute; 178, 179; 178, 185; 179, call; 179, 180; 179, 183; 180, attribute; 180, 181; 180, 182; 181, identifier:codecs; 182, identifier:lookup; 183, argument_list; 183, 184; 184, identifier:encoding; 185, identifier:name; 186, except_clause; 186, 187; 186, 188; 187, identifier:LookupError; 188, block; 188, 189; 189, raise_statement; 189, 190; 190, call; 190, 191; 190, 192; 191, identifier:CodecError; 192, argument_list; 192, 193; 193, call; 193, 194; 193, 197; 194, attribute; 194, 195; 194, 196; 195, string:"Unknown codec name {0}"; 196, identifier:format; 197, argument_list; 197, 198; 198, identifier:encoding; 199, if_statement; 199, 200; 199, 203; 199, 208; 200, comparison_operator:is; 200, 201; 200, 202; 201, identifier:bom_codec; 202, None; 203, block; 203, 204; 204, expression_statement; 204, 205; 205, assignment; 205, 206; 205, 207; 206, identifier:codec; 207, identifier:new_codec; 208, elif_clause; 208, 209; 208, 212; 209, comparison_operator:!=; 209, 210; 209, 211; 210, identifier:new_codec; 211, identifier:bom_codec; 212, block; 212, 213; 213, raise_statement; 213, 214; 214, call; 214, 215; 214, 216; 215, identifier:CodecError; 216, argument_list; 216, 217; 217, call; 217, 218; 217, 223; 218, attribute; 218, 219; 218, 222; 219, concatenated_string; 219, 220; 219, 221; 220, string:"CHAR codec {0} is different from BOM "; 221, string:"codec {1}"; 222, identifier:format; 223, argument_list; 223, 224; 223, 225; 224, identifier:new_codec; 225, identifier:bom_codec; 226, break_statement; 227, return_statement; 227, 228; 228, expression_list; 228, 229; 228, 230; 229, identifier:codec; 230, identifier:bom_size
def guess_codec(file, errors="strict", require_char=False): """Look at file contents and guess its correct encoding. File must be open in binary mode and positioned at offset 0. If BOM record is present then it is assumed to be UTF-8 or UTF-16 encoded file. GEDCOM header is searched for CHAR record and encoding name is extracted from it, if BOM record is present then CHAR record must match BOM-defined encoding. :param file: File object, must be open in binary mode. :param str errors: Controls error handling behavior during string decoding, accepts same values as standard `codecs.decode` method. :param bool require_char: If True then exception is thrown if CHAR record is not found in a header, if False and CHAR is not in the header then codec determined from BOM or "gedcom" is returned. :returns: Tuple (codec_name, bom_size) :raises: :py:class:`CodecError` when codec name in file is unknown or when codec name in file contradicts codec determined from BOM. :raises: :py:class:`UnicodeDecodeError` when codec fails to decode input lines and `errors` is set to "strict" (default). """ # mapping of gedcom character set specifiers to Python encoding names gedcom_char_to_codec = { 'ansel': 'gedcom', } # check BOM first bom_codec = check_bom(file) bom_size = file.tell() codec = bom_codec or 'gedcom' # scan header until CHAR or end of header while True: # this stops at '\n' line = file.readline() if not line: raise IOError("Unexpected EOF while reading GEDCOM header") # do not decode bytes to strings here, reason is that some # stupid apps split CONC record at byte level (in middle of # of multi-byte characters). This implies that we can only # work with encodings that have ASCII as single-byte subset. line = line.lstrip().rstrip(b"\r\n") words = line.split() if len(words) >= 2 and words[0] == b"0" and words[1] != b"HEAD": # past header but have not seen CHAR if require_char: raise CodecError("GEDCOM header does not have CHAR record") else: break elif len(words) >= 3 and words[0] == b"1" and words[1] == b"CHAR": try: encoding = words[2].decode(codec, errors) encoding = gedcom_char_to_codec.get(encoding.lower(), encoding.lower()) new_codec = codecs.lookup(encoding).name except LookupError: raise CodecError("Unknown codec name {0}".format(encoding)) if bom_codec is None: codec = new_codec elif new_codec != bom_codec: raise CodecError("CHAR codec {0} is different from BOM " "codec {1}".format(new_codec, bom_codec)) break return codec, bom_size
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:read_record; 3, parameters; 3, 4; 3, 5; 4, identifier:self; 5, identifier:offset; 6, block; 6, 7; 6, 9; 6, 17; 6, 21; 6, 22; 6, 26; 6, 173; 6, 226; 7, expression_statement; 7, 8; 8, comment; 9, expression_statement; 9, 10; 10, call; 10, 11; 10, 14; 11, attribute; 11, 12; 11, 13; 12, identifier:_log; 13, identifier:debug; 14, argument_list; 14, 15; 14, 16; 15, string:"in read_record(%s)"; 16, identifier:offset; 17, expression_statement; 17, 18; 18, assignment; 18, 19; 18, 20; 19, identifier:stack; 20, list:[]; 21, comment; 22, expression_statement; 22, 23; 23, assignment; 23, 24; 23, 25; 24, identifier:reclevel; 25, None; 26, for_statement; 26, 27; 26, 28; 26, 34; 27, identifier:gline; 28, call; 28, 29; 28, 32; 29, attribute; 29, 30; 29, 31; 30, identifier:self; 31, identifier:gedcom_lines; 32, argument_list; 32, 33; 33, identifier:offset; 34, block; 34, 35; 34, 43; 34, 49; 34, 66; 34, 67; 34, 68; 34, 114; 34, 115; 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70, call; 70, 71; 70, 72; 71, identifier:reversed; 72, argument_list; 72, 73; 73, subscript; 73, 74; 73, 75; 74, identifier:stack; 75, slice; 75, 76; 75, 77; 76, identifier:level; 77, colon; 78, comment; 79, block; 79, 80; 80, if_statement; 80, 81; 80, 82; 81, identifier:rec; 82, block; 82, 83; 82, 108; 83, if_statement; 83, 84; 83, 89; 84, comparison_operator:is; 84, 85; 84, 88; 85, attribute; 85, 86; 85, 87; 86, identifier:rec; 87, identifier:value; 88, None; 89, block; 89, 90; 90, expression_statement; 90, 91; 91, assignment; 91, 92; 91, 95; 92, attribute; 92, 93; 92, 94; 93, identifier:rec; 94, identifier:value; 95, call; 95, 96; 95, 101; 96, attribute; 96, 97; 96, 100; 97, attribute; 97, 98; 97, 99; 98, identifier:rec; 99, identifier:value; 100, identifier:decode; 101, argument_list; 101, 102; 101, 105; 102, attribute; 102, 103; 102, 104; 103, identifier:self; 104, identifier:_encoding; 105, attribute; 105, 106; 105, 107; 106, identifier:self; 107, identifier:_errors; 108, expression_statement; 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144, 146; 145, identifier:parent; 146, conditional_expression:if; 146, 147; 146, 152; 146, 155; 147, subscript; 147, 148; 147, 149; 148, identifier:stack; 149, binary_operator:-; 149, 150; 149, 151; 150, identifier:level; 151, integer:1; 152, comparison_operator:>; 152, 153; 152, 154; 153, identifier:level; 154, integer:0; 155, None; 156, expression_statement; 156, 157; 157, assignment; 157, 158; 157, 159; 158, identifier:rec; 159, call; 159, 160; 159, 163; 160, attribute; 160, 161; 160, 162; 161, identifier:self; 162, identifier:_make_record; 163, argument_list; 163, 164; 163, 165; 164, identifier:parent; 165, identifier:gline; 166, comment; 167, expression_statement; 167, 168; 168, assignment; 168, 169; 168, 172; 169, subscript; 169, 170; 169, 171; 170, identifier:stack; 171, identifier:level; 172, identifier:rec; 173, for_statement; 173, 174; 173, 175; 173, 183; 174, identifier:rec; 175, call; 175, 176; 175, 177; 176, identifier:reversed; 177, argument_list; 177, 178; 178, subscript; 178, 179; 178, 180; 179, identifier:stack; 180, slice; 180, 181; 180, 182; 181, identifier:reclevel; 182, colon; 183, block; 183, 184; 184, if_statement; 184, 185; 184, 186; 185, identifier:rec; 186, block; 186, 187; 186, 212; 186, 218; 187, if_statement; 187, 188; 187, 193; 188, comparison_operator:is; 188, 189; 188, 192; 189, attribute; 189, 190; 189, 191; 190, identifier:rec; 191, identifier:value; 192, None; 193, block; 193, 194; 194, expression_statement; 194, 195; 195, assignment; 195, 196; 195, 199; 196, attribute; 196, 197; 196, 198; 197, identifier:rec; 198, identifier:value; 199, call; 199, 200; 199, 205; 200, attribute; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:rec; 203, identifier:value; 204, identifier:decode; 205, argument_list; 205, 206; 205, 209; 206, attribute; 206, 207; 206, 208; 207, identifier:self; 208, identifier:_encoding; 209, attribute; 209, 210; 209, 211; 210, identifier:self; 211, identifier:_errors; 212, expression_statement; 212, 213; 213, call; 213, 214; 213, 217; 214, attribute; 214, 215; 214, 216; 215, identifier:rec; 216, identifier:freeze; 217, argument_list; 218, expression_statement; 218, 219; 219, call; 219, 220; 219, 223; 220, attribute; 220, 221; 220, 222; 221, identifier:_log; 222, identifier:debug; 223, argument_list; 223, 224; 223, 225; 224, string:" read_record, rec: %s"; 225, identifier:rec; 226, return_statement; 226, 227; 227, conditional_expression:if; 227, 228; 227, 231; 227, 232; 228, subscript; 228, 229; 228, 230; 229, identifier:stack; 230, identifier:reclevel; 231, identifier:stack; 232, None
def read_record(self, offset): """Read next complete record from a file starting at given position. Reads the record at given position and all its sub-records. Stops reading at EOF or next record with the same or higher (smaller) level number. File position after return from this method is not specified, re-position file if you want to read other records. :param int offset: Position in file to start reading from. :return: :py:class:`model.Record` instance or None if offset points past EOF. :raises: :py:exc:`ParserError` if `offsets` does not point to the beginning of a record or for any parsing errors. """ _log.debug("in read_record(%s)", offset) stack = [] # stores per-level current records reclevel = None for gline in self.gedcom_lines(offset): _log.debug(" read_record, gline: %s", gline) level = gline.level if reclevel is None: # this is the first record, remember its level reclevel = level elif level <= reclevel: # stop at the record of the same or higher (smaller) level break # All previously seen records at this level and below can # be finalized now for rec in reversed(stack[level:]): # decode bytes value into string if rec: if rec.value is not None: rec.value = rec.value.decode(self._encoding, self._errors) rec.freeze() # _log.debug(" read_record, rec: %s", rec) del stack[level + 1:] # extend stack to fit this level (and make parent levels if needed) stack.extend([None] * (level + 1 - len(stack))) # make Record out of it (it can be updated later) parent = stack[level - 1] if level > 0 else None rec = self._make_record(parent, gline) # store as current record at this level stack[level] = rec for rec in reversed(stack[reclevel:]): if rec: if rec.value is not None: rec.value = rec.value.decode(self._encoding, self._errors) rec.freeze() _log.debug(" read_record, rec: %s", rec) return stack[reclevel] if stack else None
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 7; 2, function_name:_make_record; 3, parameters; 3, 4; 3, 5; 3, 6; 4, identifier:self; 5, identifier:parent; 6, identifier:gline; 7, block; 7, 8; 7, 10; 7, 72; 7, 73; 7, 79; 7, 104; 7, 146; 7, 147; 7, 159; 8, expression_statement; 8, 9; 9, comment; 10, if_statement; 10, 11; 10, 20; 10, 21; 11, boolean_operator:and; 11, 12; 11, 13; 12, identifier:parent; 13, comparison_operator:in; 13, 14; 13, 17; 14, attribute; 14, 15; 14, 16; 15, identifier:gline; 16, identifier:tag; 17, tuple; 17, 18; 17, 19; 18, string:"CONT"; 19, string:"CONC"; 20, comment; 21, block; 21, 22; 21, 70; 22, if_statement; 22, 23; 22, 28; 22, 29; 23, comparison_operator:!=; 23, 24; 23, 27; 24, attribute; 24, 25; 24, 26; 25, identifier:parent; 26, identifier:tag; 27, string:"BLOB"; 28, comment; 29, block; 29, 30; 29, 36; 29, 52; 30, expression_statement; 30, 31; 31, assignment; 31, 32; 31, 33; 32, identifier:value; 33, attribute; 33, 34; 33, 35; 34, identifier:gline; 35, identifier:value; 36, if_statement; 36, 37; 36, 42; 37, comparison_operator:==; 37, 38; 37, 41; 38, attribute; 38, 39; 38, 40; 39, identifier:gline; 40, identifier:tag; 41, string:"CONT"; 42, block; 42, 43; 43, expression_statement; 43, 44; 44, assignment; 44, 45; 44, 46; 45, identifier:value; 46, binary_operator:+; 46, 47; 46, 48; 47, string:b"\n"; 48, parenthesized_expression; 48, 49; 49, boolean_operator:or; 49, 50; 49, 51; 50, identifier:value; 51, string:b""; 52, if_statement; 52, 53; 52, 56; 53, comparison_operator:is; 53, 54; 53, 55; 54, identifier:value; 55, None; 56, block; 56, 57; 57, expression_statement; 57, 58; 58, assignment; 58, 59; 58, 62; 59, attribute; 59, 60; 59, 61; 60, identifier:parent; 61, identifier:value; 62, binary_operator:+; 62, 63; 62, 69; 63, parenthesized_expression; 63, 64; 64, boolean_operator:or; 64, 65; 64, 68; 65, attribute; 65, 66; 65, 67; 66, identifier:parent; 67, identifier:value; 68, string:b""; 69, identifier:value; 70, return_statement; 70, 71; 71, None; 72, comment; 73, expression_statement; 73, 74; 74, assignment; 74, 75; 74, 76; 75, identifier:dialect; 76, attribute; 76, 77; 76, 78; 77, identifier:model; 78, identifier:DIALECT_DEFAULT; 79, if_statement; 79, 80; 79, 97; 80, boolean_operator:and; 80, 81; 80, 94; 81, not_operator; 81, 82; 82, parenthesized_expression; 82, 83; 83, boolean_operator:and; 83, 84; 83, 89; 84, comparison_operator:==; 84, 85; 84, 88; 85, attribute; 85, 86; 85, 87; 86, identifier:gline; 87, identifier:level; 88, integer:0; 89, comparison_operator:==; 89, 90; 89, 93; 90, attribute; 90, 91; 90, 92; 91, identifier:gline; 92, identifier:tag; 93, string:"HEAD"; 94, attribute; 94, 95; 94, 96; 95, identifier:self; 96, identifier:_header; 97, block; 97, 98; 98, expression_statement; 98, 99; 99, assignment; 99, 100; 99, 101; 100, identifier:dialect; 101, attribute; 101, 102; 101, 103; 102, identifier:self; 103, identifier:dialect; 104, expression_statement; 104, 105; 105, assignment; 105, 106; 105, 107; 106, identifier:rec; 107, call; 107, 108; 107, 111; 108, attribute; 108, 109; 108, 110; 109, identifier:model; 110, identifier:make_record; 111, argument_list; 111, 112; 111, 117; 111, 122; 111, 127; 111, 132; 111, 135; 111, 140; 111, 143; 112, keyword_argument; 112, 113; 112, 114; 113, identifier:level; 114, attribute; 114, 115; 114, 116; 115, identifier:gline; 116, identifier:level; 117, keyword_argument; 117, 118; 117, 119; 118, identifier:xref_id; 119, attribute; 119, 120; 119, 121; 120, identifier:gline; 121, identifier:xref_id; 122, keyword_argument; 122, 123; 122, 124; 123, identifier:tag; 124, attribute; 124, 125; 124, 126; 125, identifier:gline; 126, identifier:tag; 127, keyword_argument; 127, 128; 127, 129; 128, identifier:value; 129, attribute; 129, 130; 129, 131; 130, identifier:gline; 131, identifier:value; 132, keyword_argument; 132, 133; 132, 134; 133, identifier:sub_records; 134, list:[]; 135, keyword_argument; 135, 136; 135, 137; 136, identifier:offset; 137, attribute; 137, 138; 137, 139; 138, identifier:gline; 139, identifier:offset; 140, keyword_argument; 140, 141; 140, 142; 141, identifier:dialect; 142, identifier:dialect; 143, keyword_argument; 143, 144; 143, 145; 144, identifier:parser; 145, identifier:self; 146, comment; 147, if_statement; 147, 148; 147, 149; 148, identifier:parent; 149, block; 149, 150; 150, expression_statement; 150, 151; 151, call; 151, 152; 151, 157; 152, attribute; 152, 153; 152, 156; 153, attribute; 153, 154; 153, 155; 154, identifier:parent; 155, identifier:sub_records; 156, identifier:append; 157, argument_list; 157, 158; 158, identifier:rec; 159, return_statement; 159, 160; 160, identifier:rec
def _make_record(self, parent, gline): """Process next record. This method created new record from the line read from file if needed and/or updates its parent record. If the parent record tag is ``BLOB`` and new record tag is ``CONT`` then record is skipped entirely and None is returned. Otherwise if new record tag is ``CONT`` or ``CONC`` its value is added to parent value. For all other tags new record is made and it is added to parent sub_records attribute. Parameters ---------- parent : `model.Record` Parent record of the new record gline : `gedcom_line` Current parsed line Returns ------- `model.Record` or None """ if parent and gline.tag in ("CONT", "CONC"): # concatenate, only for non-BLOBs if parent.tag != "BLOB": # have to be careful concatenating empty/None values value = gline.value if gline.tag == "CONT": value = b"\n" + (value or b"") if value is not None: parent.value = (parent.value or b"") + value return None # avoid infinite cycle dialect = model.DIALECT_DEFAULT if not (gline.level == 0 and gline.tag == "HEAD") and self._header: dialect = self.dialect rec = model.make_record(level=gline.level, xref_id=gline.xref_id, tag=gline.tag, value=gline.value, sub_records=[], offset=gline.offset, dialect=dialect, parser=self) # add to parent's sub-records list if parent: parent.sub_records.append(rec) return rec
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266, identifier:items; 267, argument_list; 268, try_statement; 268, 269; 268, 274; 269, block; 269, 270; 270, delete_statement; 270, 271; 271, subscript; 271, 272; 271, 273; 272, identifier:d; 273, string:'sl'; 274, except_clause; 274, 275; 274, 276; 275, identifier:KeyError; 276, block; 276, 277; 277, pass_statement; 278, return_statement; 278, 279; 279, call; 279, 280; 279, 281; 280, identifier:cls; 281, argument_list; 281, 282; 282, dictionary_splat; 282, 283; 283, identifier:d
def parse(cls, gvid, exception=True): """ Parse a string value into the geoid of this class. :param gvid: String value to parse. :param exception: If true ( default) raise an eception on parse erorrs. If False, return a 'null' geoid. :return: """ if gvid == 'invalid': return cls.get_class('null')(0) if not bool(gvid): return None if not isinstance(gvid, six.string_types): raise TypeError("Can't parse; not a string. Got a '{}' ".format(type(gvid))) try: if not cls.sl: # Civick and ACS include the SL, so can call from base type. if six.PY3: fn = cls.decode else: fn = cls.decode.__func__ sl = fn(gvid[0:cls.sl_width]) else: sl = cls.sl # Otherwise must use derived class. except ValueError as e: if exception: raise ValueError("Failed to parse gvid '{}': {}".format(gvid, str(e))) else: return cls.get_class('null')(0) try: cls = cls.sl_map[sl] except KeyError: if exception: raise ValueError("Failed to parse gvid '{}': Unknown summary level '{}' ".format(gvid, sl)) else: return cls.get_class('null')(0) m = cls.regex.match(gvid) if not m: raise ValueError("Failed to match '{}' to '{}' ".format(gvid, cls.regex_str)) d = m.groupdict() if not d: return None if six.PY3: fn = cls.decode else: fn = cls.decode.__func__ d = {k: fn(v) for k, v in d.items()} try: del d['sl'] except KeyError: pass return cls(**d)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:filter_pastdate; 3, parameters; 3, 4; 3, 5; 4, identifier:string; 5, default_parameter; 5, 6; 5, 7; 6, identifier:default; 7, None; 8, block; 8, 9; 8, 11; 8, 21; 8, 31; 8, 32; 8, 57; 8, 77; 8, 121; 8, 178; 8, 184; 9, expression_statement; 9, 10; 10, comment; 11, if_statement; 11, 12; 11, 18; 12, boolean_operator:and; 12, 13; 12, 15; 13, not_operator; 13, 14; 14, identifier:string; 15, comparison_operator:is; 15, 16; 15, 17; 16, identifier:default; 17, None; 18, block; 18, 19; 19, return_statement; 19, 20; 20, identifier:default; 21, expression_statement; 21, 22; 22, assignment; 22, 23; 22, 24; 23, identifier:today; 24, call; 24, 25; 24, 30; 25, attribute; 25, 26; 25, 29; 26, attribute; 26, 27; 26, 28; 27, identifier:datetime; 28, identifier:date; 29, identifier:today; 30, argument_list; 31, comment; 32, try_statement; 32, 33; 32, 49; 33, block; 33, 34; 33, 48; 34, expression_statement; 34, 35; 35, assignment; 35, 36; 35, 37; 36, identifier:parts; 37, call; 37, 38; 37, 39; 38, identifier:map; 39, argument_list; 39, 40; 39, 41; 40, identifier:int; 41, call; 41, 42; 41, 45; 42, attribute; 42, 43; 42, 44; 43, identifier:re; 44, identifier:split; 45, argument_list; 45, 46; 45, 47; 46, string:'\D+'; 47, identifier:string; 48, comment; 49, except_clause; 49, 50; 49, 51; 50, identifier:ValueError; 51, block; 51, 52; 52, raise_statement; 52, 53; 53, call; 53, 54; 53, 55; 54, identifier:InvalidInputError; 55, argument_list; 55, 56; 56, string:"invalid date; use format: DD [MM [YYYY]]"; 57, if_statement; 57, 58; 57, 71; 58, boolean_operator:or; 58, 59; 58, 65; 59, comparison_operator:<; 59, 60; 59, 64; 60, call; 60, 61; 60, 62; 61, identifier:len; 62, argument_list; 62, 63; 63, identifier:parts; 64, integer:1; 65, comparison_operator:>; 65, 66; 65, 70; 66, call; 66, 67; 66, 68; 67, identifier:len; 68, argument_list; 68, 69; 69, identifier:parts; 70, integer:3; 71, block; 71, 72; 72, raise_statement; 72, 73; 73, call; 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177, identifier:year; 178, expression_statement; 178, 179; 179, call; 179, 180; 179, 183; 180, attribute; 180, 181; 180, 182; 181, identifier:parts; 182, identifier:reverse; 183, argument_list; 184, try_statement; 184, 185; 184, 208; 185, block; 185, 186; 185, 196; 185, 206; 186, expression_statement; 186, 187; 187, assignment; 187, 188; 187, 189; 188, identifier:date; 189, call; 189, 190; 189, 193; 190, attribute; 190, 191; 190, 192; 191, identifier:datetime; 192, identifier:date; 193, argument_list; 193, 194; 194, list_splat; 194, 195; 195, identifier:parts; 196, if_statement; 196, 197; 196, 200; 197, comparison_operator:>; 197, 198; 197, 199; 198, identifier:date; 199, identifier:today; 200, block; 200, 201; 201, raise_statement; 201, 202; 202, call; 202, 203; 202, 204; 203, identifier:InvalidInputError; 204, argument_list; 204, 205; 205, string:"cannot choose a date in the future"; 206, return_statement; 206, 207; 207, identifier:date; 208, except_clause; 208, 209; 208, 210; 209, identifier:ValueError; 210, block; 210, 211; 210, 213; 211, print_statement; 211, 212; 212, identifier:parts; 213, raise_statement; 213, 214; 214, call; 214, 215; 214, 216; 215, identifier:InvalidInputError; 216, argument_list; 216, 217; 217, string:"invalid date; use format: DD [MM [YYYY]]"
def filter_pastdate(string, default=None): """Coerce to a date not beyond the current date If only a day is given, assumes the current month if that day has passed or is the current day, otherwise assumes the previous month. If a day and month are given, but no year, assumes the current year if the given date has passed (or is today), otherwise the previous year. """ if not string and default is not None: return default today = datetime.date.today() # split the string try: parts = map(int, re.split('\D+', string)) # split the string except ValueError: raise InvalidInputError("invalid date; use format: DD [MM [YYYY]]") if len(parts) < 1 or len(parts) > 3: raise InvalidInputError("invalid date; use format: DD [MM [YYYY]]") if len(parts) == 1: # no month or year given; append month parts.append(today.month - 1 if parts[0] > today.day else today.month) if parts[1] < 1: parts[1] = 12 if len(parts) == 2: # no year given; append year if parts[1] > today.month \ or parts[1] == today.month and parts[0] > today.day: parts.append(today.year - 1) else: parts.append(today.year) parts.reverse() try: date = datetime.date(*parts) if date > today: raise InvalidInputError("cannot choose a date in the future") return date except ValueError: print parts raise InvalidInputError("invalid date; use format: DD [MM [YYYY]]")
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 12; 2, function_name:get_rooms; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 9; 4, identifier:self; 5, identifier:lid; 6, default_parameter; 6, 7; 6, 8; 7, identifier:start; 8, None; 9, default_parameter; 9, 10; 9, 11; 10, identifier:end; 11, None; 12, block; 12, 13; 12, 15; 12, 19; 12, 80; 12, 99; 12, 111; 12, 121; 12, 122; 12, 132; 12, 148; 12, 157; 12, 165; 12, 179; 12, 197; 12, 212; 12, 455; 13, expression_statement; 13, 14; 14, comment; 15, expression_statement; 15, 16; 16, assignment; 16, 17; 16, 18; 17, identifier:range_str; 18, string:"availability"; 19, if_statement; 19, 20; 19, 21; 19, 74; 20, identifier:start; 21, block; 21, 22; 21, 54; 21, 60; 22, expression_statement; 22, 23; 23, assignment; 23, 24; 23, 25; 24, identifier:start_datetime; 25, call; 25, 26; 25, 31; 26, attribute; 26, 27; 26, 30; 27, attribute; 27, 28; 27, 29; 28, identifier:datetime; 29, identifier:datetime; 30, identifier:combine; 31, argument_list; 31, 32; 31, 45; 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68, 69; 69, augmented_assignment:+=; 69, 70; 69, 71; 70, identifier:range_str; 71, binary_operator:+; 71, 72; 71, 73; 72, string:","; 73, identifier:end; 74, else_clause; 74, 75; 75, block; 75, 76; 76, expression_statement; 76, 77; 77, assignment; 77, 78; 77, 79; 78, identifier:start_datetime; 79, None; 80, expression_statement; 80, 81; 81, assignment; 81, 82; 81, 83; 82, identifier:resp; 83, call; 83, 84; 83, 98; 84, attribute; 84, 85; 84, 97; 85, call; 85, 86; 85, 89; 86, attribute; 86, 87; 86, 88; 87, identifier:self; 88, identifier:_request; 89, argument_list; 89, 90; 89, 91; 90, string:"GET"; 91, call; 91, 92; 91, 95; 92, attribute; 92, 93; 92, 94; 93, string:"/1.1/space/categories/{}"; 94, identifier:format; 95, argument_list; 95, 96; 96, identifier:lid; 97, identifier:json; 98, argument_list; 99, if_statement; 99, 100; 99, 103; 100, comparison_operator:in; 100, 101; 100, 102; 101, string:"error"; 102, identifier:resp; 103, block; 103, 104; 104, raise_statement; 104, 105; 105, call; 105, 106; 105, 107; 106, identifier:APIError; 107, argument_list; 107, 108; 108, subscript; 108, 109; 108, 110; 109, identifier:resp; 110, string:"error"; 111, expression_statement; 111, 112; 112, assignment; 112, 113; 112, 114; 113, identifier:output; 114, dictionary; 114, 115; 114, 118; 115, pair; 115, 116; 115, 117; 116, string:"id"; 117, identifier:lid; 118, pair; 118, 119; 118, 120; 119, string:"categories"; 120, list:[]; 121, comment; 122, if_statement; 122, 123; 122, 129; 123, comparison_operator:<; 123, 124; 123, 128; 124, call; 124, 125; 124, 126; 125, identifier:len; 126, argument_list; 126, 127; 127, identifier:resp; 128, integer:1; 129, block; 129, 130; 130, return_statement; 130, 131; 131, identifier:output; 132, if_statement; 132, 133; 132, 138; 133, comparison_operator:in; 133, 134; 133, 135; 134, string:"error"; 135, subscript; 135, 136; 135, 137; 136, identifier:resp; 137, integer:0; 138, block; 138, 139; 139, raise_statement; 139, 140; 140, call; 140, 141; 140, 142; 141, identifier:APIError; 142, argument_list; 142, 143; 143, subscript; 143, 144; 143, 147; 144, subscript; 144, 145; 144, 146; 145, identifier:resp; 146, integer:0; 147, string:"error"; 148, if_statement; 148, 149; 148, 154; 149, comparison_operator:not; 149, 150; 149, 151; 150, string:"categories"; 151, subscript; 151, 152; 151, 153; 152, identifier:resp; 153, integer:0; 154, block; 154, 155; 155, return_statement; 155, 156; 156, identifier:output; 157, expression_statement; 157, 158; 158, assignment; 158, 159; 158, 160; 159, identifier:categories; 160, subscript; 160, 161; 160, 164; 161, subscript; 161, 162; 161, 163; 162, identifier:resp; 163, integer:0; 164, string:"categories"; 165, expression_statement; 165, 166; 166, assignment; 166, 167; 166, 168; 167, identifier:id_to_category; 168, dictionary_comprehension; 168, 169; 168, 176; 169, pair; 169, 170; 169, 173; 170, subscript; 170, 171; 170, 172; 171, identifier:i; 172, string:"cid"; 173, subscript; 173, 174; 173, 175; 174, identifier:i; 175, string:"name"; 176, for_in_clause; 176, 177; 176, 178; 177, identifier:i; 178, identifier:categories; 179, expression_statement; 179, 180; 180, assignment; 180, 181; 180, 182; 181, identifier:categories; 182, call; 182, 183; 182, 186; 183, attribute; 183, 184; 183, 185; 184, string:","; 185, identifier:join; 186, argument_list; 186, 187; 187, list_comprehension; 187, 188; 187, 194; 188, call; 188, 189; 188, 190; 189, identifier:str; 190, argument_list; 190, 191; 191, subscript; 191, 192; 191, 193; 192, identifier:x; 193, string:"cid"; 194, for_in_clause; 194, 195; 194, 196; 195, identifier:x; 196, identifier:categories; 197, expression_statement; 197, 198; 198, assignment; 198, 199; 198, 200; 199, identifier:resp; 200, call; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:self; 203, identifier:_request; 204, argument_list; 204, 205; 204, 206; 205, string:"GET"; 206, call; 206, 207; 206, 210; 207, attribute; 207, 208; 207, 209; 208, string:"/1.1/space/category/{}"; 209, identifier:format; 210, argument_list; 210, 211; 211, identifier:categories; 212, for_statement; 212, 213; 212, 214; 212, 219; 213, identifier:category; 214, call; 214, 215; 214, 218; 215, attribute; 215, 216; 215, 217; 216, identifier:resp; 217, identifier:json; 218, argument_list; 219, block; 219, 220; 219, 239; 219, 240; 219, 251; 219, 257; 219, 273; 219, 289; 219, 441; 220, expression_statement; 220, 221; 221, assignment; 221, 222; 221, 223; 222, identifier:cat_out; 223, dictionary; 223, 224; 223, 229; 223, 236; 224, pair; 224, 225; 224, 226; 225, string:"cid"; 226, subscript; 226, 227; 226, 228; 227, identifier:category; 228, string:"cid"; 229, pair; 229, 230; 229, 231; 230, string:"name"; 231, subscript; 231, 232; 231, 233; 232, identifier:id_to_category; 233, subscript; 233, 234; 233, 235; 234, identifier:category; 235, string:"cid"; 236, pair; 236, 237; 236, 238; 237, string:"rooms"; 238, list:[]; 239, comment; 240, if_statement; 240, 241; 240, 249; 241, call; 241, 242; 241, 247; 242, attribute; 242, 243; 242, 246; 243, subscript; 243, 244; 243, 245; 244, identifier:cat_out; 245, string:"name"; 246, identifier:endswith; 247, argument_list; 247, 248; 248, string:"Equipment"; 249, block; 249, 250; 250, continue_statement; 251, expression_statement; 251, 252; 252, assignment; 252, 253; 252, 254; 253, identifier:items; 254, subscript; 254, 255; 254, 256; 255, identifier:category; 256, string:"items"; 257, expression_statement; 257, 258; 258, assignment; 258, 259; 258, 260; 259, identifier:items; 260, call; 260, 261; 260, 264; 261, attribute; 261, 262; 261, 263; 262, string:","; 263, identifier:join; 264, argument_list; 264, 265; 265, list_comprehension; 265, 266; 265, 270; 266, call; 266, 267; 266, 268; 267, identifier:str; 268, argument_list; 268, 269; 269, identifier:x; 270, for_in_clause; 270, 271; 270, 272; 271, identifier:x; 272, identifier:items; 273, expression_statement; 273, 274; 274, assignment; 274, 275; 274, 276; 275, identifier:resp; 276, call; 276, 277; 276, 280; 277, attribute; 277, 278; 277, 279; 278, identifier:self; 279, identifier:_request; 280, argument_list; 280, 281; 280, 282; 281, string:"GET"; 282, call; 282, 283; 282, 286; 283, attribute; 283, 284; 283, 285; 284, string:"/1.1/space/item/{}?{}"; 285, identifier:format; 286, argument_list; 286, 287; 286, 288; 287, identifier:items; 288, identifier:range_str; 289, for_statement; 289, 290; 289, 291; 289, 296; 290, identifier:room; 291, call; 291, 292; 291, 295; 292, attribute; 292, 293; 292, 294; 293, identifier:resp; 294, identifier:json; 295, argument_list; 296, block; 296, 297; 296, 305; 296, 306; 296, 336; 296, 337; 296, 370; 296, 371; 296, 380; 296, 381; 296, 382; 296, 432; 297, if_statement; 297, 298; 297, 303; 298, comparison_operator:in; 298, 299; 298, 302; 299, subscript; 299, 300; 299, 301; 300, identifier:room; 301, string:"id"; 302, identifier:ROOM_BLACKLIST; 303, block; 303, 304; 304, continue_statement; 305, comment; 306, if_statement; 306, 307; 306, 314; 307, boolean_operator:and; 307, 308; 307, 311; 308, comparison_operator:in; 308, 309; 308, 310; 309, string:"image"; 310, identifier:room; 311, subscript; 311, 312; 311, 313; 312, identifier:room; 313, string:"image"; 314, block; 314, 315; 315, if_statement; 315, 316; 315, 325; 316, not_operator; 316, 317; 317, call; 317, 318; 317, 323; 318, attribute; 318, 319; 318, 322; 319, subscript; 319, 320; 319, 321; 320, identifier:room; 321, string:"image"; 322, identifier:startswith; 323, argument_list; 323, 324; 324, string:"http"; 325, block; 325, 326; 326, expression_statement; 326, 327; 327, assignment; 327, 328; 327, 331; 328, subscript; 328, 329; 328, 330; 329, identifier:room; 330, string:"image"; 331, binary_operator:+; 331, 332; 331, 333; 332, string:"https:"; 333, subscript; 333, 334; 333, 335; 334, identifier:room; 335, string:"image"; 336, comment; 337, if_statement; 337, 338; 337, 341; 338, comparison_operator:in; 338, 339; 338, 340; 339, string:"description"; 340, identifier:room; 341, block; 341, 342; 341, 354; 342, expression_statement; 342, 343; 343, assignment; 343, 344; 343, 345; 344, identifier:description; 345, call; 345, 346; 345, 351; 346, attribute; 346, 347; 346, 350; 347, subscript; 347, 348; 347, 349; 348, identifier:room; 349, string:"description"; 350, identifier:replace; 351, argument_list; 351, 352; 351, 353; 352, string:u'\xa0'; 353, string:u' '; 354, expression_statement; 354, 355; 355, assignment; 355, 356; 355, 359; 356, subscript; 356, 357; 356, 358; 357, identifier:room; 358, string:"description"; 359, call; 359, 360; 359, 369; 360, attribute; 360, 361; 360, 368; 361, attribute; 361, 362; 361, 367; 362, call; 362, 363; 362, 364; 363, identifier:BeautifulSoup; 364, argument_list; 364, 365; 364, 366; 365, identifier:description; 366, string:"html.parser"; 367, identifier:text; 368, identifier:strip; 369, argument_list; 370, comment; 371, if_statement; 371, 372; 371, 375; 372, comparison_operator:in; 372, 373; 372, 374; 373, string:"formid"; 374, identifier:room; 375, block; 375, 376; 376, delete_statement; 376, 377; 377, subscript; 377, 378; 377, 379; 378, identifier:room; 379, string:"formid"; 380, comment; 381, comment; 382, if_statement; 382, 383; 382, 384; 383, identifier:start_datetime; 384, block; 384, 385; 384, 389; 384, 426; 385, expression_statement; 385, 386; 386, assignment; 386, 387; 386, 388; 387, identifier:out_times; 388, list:[]; 389, for_statement; 389, 390; 389, 391; 389, 394; 390, identifier:time; 391, subscript; 391, 392; 391, 393; 392, identifier:room; 393, string:"availability"; 394, block; 394, 395; 394, 414; 395, expression_statement; 395, 396; 396, assignment; 396, 397; 396, 398; 397, identifier:parsed_start; 398, call; 398, 399; 398, 404; 399, attribute; 399, 400; 399, 403; 400, attribute; 400, 401; 400, 402; 401, identifier:datetime; 402, identifier:datetime; 403, identifier:strptime; 404, argument_list; 404, 405; 404, 413; 405, subscript; 405, 406; 405, 409; 406, subscript; 406, 407; 406, 408; 407, identifier:time; 408, string:"from"; 409, slice; 409, 410; 409, 411; 410, colon; 411, unary_operator:-; 411, 412; 412, integer:6; 413, string:"%Y-%m-%dT%H:%M:%S"; 414, if_statement; 414, 415; 414, 418; 415, comparison_operator:>=; 415, 416; 415, 417; 416, identifier:parsed_start; 417, identifier:start_datetime; 418, block; 418, 419; 419, expression_statement; 419, 420; 420, call; 420, 421; 420, 424; 421, attribute; 421, 422; 421, 423; 422, identifier:out_times; 423, identifier:append; 424, argument_list; 424, 425; 425, identifier:time; 426, expression_statement; 426, 427; 427, assignment; 427, 428; 427, 431; 428, subscript; 428, 429; 428, 430; 429, identifier:room; 430, string:"availability"; 431, identifier:out_times; 432, expression_statement; 432, 433; 433, call; 433, 434; 433, 439; 434, attribute; 434, 435; 434, 438; 435, subscript; 435, 436; 435, 437; 436, identifier:cat_out; 437, string:"rooms"; 438, identifier:append; 439, argument_list; 439, 440; 440, identifier:room; 441, if_statement; 441, 442; 441, 445; 442, subscript; 442, 443; 442, 444; 443, identifier:cat_out; 444, string:"rooms"; 445, block; 445, 446; 446, expression_statement; 446, 447; 447, call; 447, 448; 447, 453; 448, attribute; 448, 449; 448, 452; 449, subscript; 449, 450; 449, 451; 450, identifier:output; 451, string:"categories"; 452, identifier:append; 453, argument_list; 453, 454; 454, identifier:cat_out; 455, return_statement; 455, 456; 456, identifier:output
def get_rooms(self, lid, start=None, end=None): """Returns a list of rooms and their availabilities, grouped by category. :param lid: The ID of the location to retrieve rooms for. :type lid: int :param start: The start range for the availabilities to retrieve, in YYYY-MM-DD format. :type start: str :param end: The end range for the availabilities to retrieve, in YYYY-MM-DD format. :type end: str """ range_str = "availability" if start: start_datetime = datetime.datetime.combine(datetime.datetime.strptime(start, "%Y-%m-%d").date(), datetime.datetime.min.time()) range_str += "=" + start if end and not start == end: range_str += "," + end else: start_datetime = None resp = self._request("GET", "/1.1/space/categories/{}".format(lid)).json() if "error" in resp: raise APIError(resp["error"]) output = {"id": lid, "categories": []} # if there aren't any rooms associated with this location, return if len(resp) < 1: return output if "error" in resp[0]: raise APIError(resp[0]["error"]) if "categories" not in resp[0]: return output categories = resp[0]["categories"] id_to_category = {i["cid"]: i["name"] for i in categories} categories = ",".join([str(x["cid"]) for x in categories]) resp = self._request("GET", "/1.1/space/category/{}".format(categories)) for category in resp.json(): cat_out = {"cid": category["cid"], "name": id_to_category[category["cid"]], "rooms": []} # ignore equipment categories if cat_out["name"].endswith("Equipment"): continue items = category["items"] items = ",".join([str(x) for x in items]) resp = self._request("GET", "/1.1/space/item/{}?{}".format(items, range_str)) for room in resp.json(): if room["id"] in ROOM_BLACKLIST: continue # prepend protocol to urls if "image" in room and room["image"]: if not room["image"].startswith("http"): room["image"] = "https:" + room["image"] # convert html descriptions to text if "description" in room: description = room["description"].replace(u'\xa0', u' ') room["description"] = BeautifulSoup(description, "html.parser").text.strip() # remove extra fields if "formid" in room: del room["formid"] # enforce date filter # API returns dates outside of the range, fix this manually if start_datetime: out_times = [] for time in room["availability"]: parsed_start = datetime.datetime.strptime(time["from"][:-6], "%Y-%m-%dT%H:%M:%S") if parsed_start >= start_datetime: out_times.append(time) room["availability"] = out_times cat_out["rooms"].append(room) if cat_out["rooms"]: output["categories"].append(cat_out) return output
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 28; 2, function_name:reconstruct_ancestral_states; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 3, 10; 3, 13; 3, 16; 3, 19; 3, 22; 3, 25; 4, identifier:tree; 5, identifier:character; 6, identifier:states; 7, default_parameter; 7, 8; 7, 9; 8, identifier:prediction_method; 9, identifier:MPPA; 10, default_parameter; 10, 11; 10, 12; 11, identifier:model; 12, identifier:F81; 13, default_parameter; 13, 14; 13, 15; 14, identifier:params; 15, None; 16, default_parameter; 16, 17; 16, 18; 17, identifier:avg_br_len; 18, None; 19, default_parameter; 19, 20; 19, 21; 20, identifier:num_nodes; 21, None; 22, default_parameter; 22, 23; 22, 24; 23, identifier:num_tips; 24, None; 25, default_parameter; 25, 26; 25, 27; 26, identifier:force_joint; 27, True; 28, block; 28, 29; 28, 31; 28, 63; 28, 79; 28, 97; 28, 108; 28, 207; 28, 223; 29, expression_statement; 29, 30; 30, comment; 31, expression_statement; 31, 32; 32, call; 32, 33; 32, 41; 33, attribute; 33, 34; 33, 40; 34, call; 34, 35; 34, 38; 35, attribute; 35, 36; 35, 37; 36, identifier:logging; 37, identifier:getLogger; 38, argument_list; 38, 39; 39, string:'pastml'; 40, identifier:debug; 41, argument_list; 41, 42; 42, call; 42, 43; 42, 46; 43, attribute; 43, 44; 43, 45; 44, string:'ACR settings for {}:\n\tMethod:\t{}{}.'; 45, identifier:format; 46, argument_list; 46, 47; 46, 48; 46, 49; 47, identifier:character; 48, identifier:prediction_method; 49, conditional_expression:if; 49, 50; 49, 56; 49, 62; 50, call; 50, 51; 50, 54; 51, attribute; 51, 52; 51, 53; 52, string:'\n\tModel:\t{}'; 53, identifier:format; 54, argument_list; 54, 55; 55, identifier:model; 56, boolean_operator:and; 56, 57; 56, 58; 57, identifier:model; 58, call; 58, 59; 58, 60; 59, identifier:is_ml; 60, argument_list; 60, 61; 61, identifier:prediction_method; 62, string:''; 63, if_statement; 63, 64; 63, 67; 64, comparison_operator:==; 64, 65; 64, 66; 65, identifier:COPY; 66, identifier:prediction_method; 67, block; 67, 68; 68, return_statement; 68, 69; 69, dictionary; 69, 70; 69, 73; 69, 76; 70, pair; 70, 71; 70, 72; 71, identifier:CHARACTER; 72, identifier:character; 73, pair; 73, 74; 73, 75; 74, identifier:STATES; 75, identifier:states; 76, pair; 76, 77; 76, 78; 77, identifier:METHOD; 78, identifier:prediction_method; 79, if_statement; 79, 80; 79, 82; 80, not_operator; 80, 81; 81, identifier:num_nodes; 82, block; 82, 83; 83, expression_statement; 83, 84; 84, assignment; 84, 85; 84, 86; 85, identifier:num_nodes; 86, call; 86, 87; 86, 88; 87, identifier:sum; 88, generator_expression; 88, 89; 88, 90; 89, integer:1; 90, for_in_clause; 90, 91; 90, 92; 91, identifier:_; 92, call; 92, 93; 92, 96; 93, attribute; 93, 94; 93, 95; 94, identifier:tree; 95, identifier:traverse; 96, argument_list; 97, if_statement; 97, 98; 97, 100; 98, not_operator; 98, 99; 99, identifier:num_tips; 100, block; 100, 101; 101, expression_statement; 101, 102; 102, assignment; 102, 103; 102, 104; 103, identifier:num_tips; 104, call; 104, 105; 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138, attribute; 138, 139; 138, 140; 139, identifier:n; 140, identifier:dist; 141, expression_statement; 141, 142; 142, assignment; 142, 143; 142, 147; 143, pattern_list; 143, 144; 143, 145; 143, 146; 144, identifier:freqs; 145, identifier:sf; 146, identifier:kappa; 147, expression_list; 147, 148; 147, 149; 147, 150; 148, None; 149, None; 150, None; 151, if_statement; 151, 152; 151, 155; 152, comparison_operator:is; 152, 153; 152, 154; 153, identifier:params; 154, None; 155, block; 155, 156; 156, expression_statement; 156, 157; 157, assignment; 157, 158; 157, 162; 158, pattern_list; 158, 159; 158, 160; 158, 161; 159, identifier:freqs; 160, identifier:sf; 161, identifier:kappa; 162, call; 162, 163; 162, 164; 163, identifier:_parse_pastml_parameters; 164, argument_list; 164, 165; 164, 166; 165, identifier:params; 166, identifier:states; 167, return_statement; 167, 168; 168, call; 168, 169; 168, 170; 169, identifier:ml_acr; 170, argument_list; 170, 171; 170, 174; 170, 177; 170, 180; 170, 183; 170, 186; 170, 189; 170, 192; 170, 195; 170, 198; 170, 201; 170, 204; 171, keyword_argument; 171, 172; 171, 173; 172, identifier:tree; 173, identifier:tree; 174, keyword_argument; 174, 175; 174, 176; 175, identifier:character; 176, identifier:character; 177, keyword_argument; 177, 178; 177, 179; 178, identifier:prediction_method; 179, identifier:prediction_method; 180, keyword_argument; 180, 181; 180, 182; 181, identifier:model; 182, identifier:model; 183, keyword_argument; 183, 184; 183, 185; 184, identifier:states; 185, identifier:states; 186, keyword_argument; 186, 187; 186, 188; 187, identifier:avg_br_len; 188, identifier:avg_br_len; 189, keyword_argument; 189, 190; 189, 191; 190, identifier:num_nodes; 191, identifier:num_nodes; 192, keyword_argument; 192, 193; 192, 194; 193, identifier:num_tips; 194, identifier:num_tips; 195, keyword_argument; 195, 196; 195, 197; 196, identifier:freqs; 197, identifier:freqs; 198, keyword_argument; 198, 199; 198, 200; 199, identifier:sf; 200, identifier:sf; 201, keyword_argument; 201, 202; 201, 203; 202, identifier:kappa; 203, identifier:kappa; 204, keyword_argument; 204, 205; 204, 206; 205, identifier:force_joint; 206, identifier:force_joint; 207, if_statement; 207, 208; 207, 212; 208, call; 208, 209; 208, 210; 209, identifier:is_parsimonious; 210, argument_list; 210, 211; 211, identifier:prediction_method; 212, block; 212, 213; 213, return_statement; 213, 214; 214, call; 214, 215; 214, 216; 215, identifier:parsimonious_acr; 216, argument_list; 216, 217; 216, 218; 216, 219; 216, 220; 216, 221; 216, 222; 217, identifier:tree; 218, identifier:character; 219, identifier:prediction_method; 220, identifier:states; 221, identifier:num_nodes; 222, identifier:num_tips; 223, raise_statement; 223, 224; 224, call; 224, 225; 224, 226; 225, identifier:ValueError; 226, argument_list; 226, 227; 227, call; 227, 228; 227, 231; 228, attribute; 228, 229; 228, 230; 229, string:'Method {} is unknown, should be one of ML ({}), one of MP ({}) or {}'; 230, identifier:format; 231, argument_list; 231, 232; 231, 233; 231, 239; 231, 245; 232, identifier:prediction_method; 233, call; 233, 234; 233, 237; 234, attribute; 234, 235; 234, 236; 235, string:', '; 236, identifier:join; 237, argument_list; 237, 238; 238, identifier:ML_METHODS; 239, call; 239, 240; 239, 243; 240, attribute; 240, 241; 240, 242; 241, string:', '; 242, identifier:join; 243, argument_list; 243, 244; 244, identifier:MP_METHODS; 245, identifier:COPY
def reconstruct_ancestral_states(tree, character, states, prediction_method=MPPA, model=F81, params=None, avg_br_len=None, num_nodes=None, num_tips=None, force_joint=True): """ Reconstructs ancestral states for the given character on the given tree. :param character: character whose ancestral states are to be reconstructed. :type character: str :param tree: tree whose ancestral state are to be reconstructed, annotated with the feature specified as `character` containing node states when known. :type tree: ete3.Tree :param states: possible character states. :type states: numpy.array :param avg_br_len: (optional) average non-zero branch length for this tree. If not specified, will be calculated. :type avg_br_len: float :param model: (optional, default is F81) state evolution model to be used by PASTML. :type model: str :param prediction_method: (optional, default is MPPA) ancestral state prediction method to be used by PASTML. :type prediction_method: str :param num_nodes: (optional) total number of nodes in the given tree (including tips). If not specified, will be calculated. :type num_nodes: int :param num_tips: (optional) total number of tips in the given tree. If not specified, will be calculated. :type num_tips: int :param params: an optional way to fix some parameters, must be in a form {param: value}, where param can be a state (then the value should specify its frequency between 0 and 1), or "scaling factor" (then the value should be the scaling factor for three branches, e.g. set to 1 to keep the original branches). Could also be in a form path_to_param_file. Only makes sense for ML methods. :type params: dict or str :return: ACR result dictionary whose values depend on the prediction method. :rtype: dict """ logging.getLogger('pastml').debug('ACR settings for {}:\n\tMethod:\t{}{}.' .format(character, prediction_method, '\n\tModel:\t{}'.format(model) if model and is_ml(prediction_method) else '')) if COPY == prediction_method: return {CHARACTER: character, STATES: states, METHOD: prediction_method} if not num_nodes: num_nodes = sum(1 for _ in tree.traverse()) if not num_tips: num_tips = len(tree) if is_ml(prediction_method): if avg_br_len is None: avg_br_len = np.mean(n.dist for n in tree.traverse() if n.dist) freqs, sf, kappa = None, None, None if params is not None: freqs, sf, kappa = _parse_pastml_parameters(params, states) return ml_acr(tree=tree, character=character, prediction_method=prediction_method, model=model, states=states, avg_br_len=avg_br_len, num_nodes=num_nodes, num_tips=num_tips, freqs=freqs, sf=sf, kappa=kappa, force_joint=force_joint) if is_parsimonious(prediction_method): return parsimonious_acr(tree, character, prediction_method, states, num_nodes, num_tips) raise ValueError('Method {} is unknown, should be one of ML ({}), one of MP ({}) or {}' .format(prediction_method, ', '.join(ML_METHODS), ', '.join(MP_METHODS), COPY))
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def acr(tree, df, prediction_method=MPPA, model=F81, column2parameters=None, force_joint=True): """ Reconstructs ancestral states for the given tree and all the characters specified as columns of the given annotation dataframe. :param df: dataframe indexed with tree node names and containing characters for which ACR should be performed as columns. :type df: pandas.DataFrame :param tree: tree whose ancestral state are to be reconstructed. :type tree: ete3.Tree :param model: (optional, default is F81) model(s) to be used by PASTML, can be either one model to be used for all the characters, or a list of different models (in the same order as the annotation dataframe columns) :type model: str or list(str) :param prediction_method: (optional, default is MPPA) ancestral state prediction method(s) to be used by PASTML, can be either one method to be used for all the characters, or a list of different methods (in the same order as the annotation dataframe columns) :type prediction_method: str or list(str) :param column2parameters: an optional way to fix some parameters, must be in a form {column: {param: value}}, where param can be a character state (then the value should specify its frequency between 0 and 1), or pastml.ml.SCALING_FACTOR (then the value should be the scaling factor for three branches, e.g. set to 1 to keep the original branches). Could also be in a form {column: path_to_param_file}. :type column2parameters: dict :param force_joint: (optional, default is True) whether the JOINT state should be added to the MPPA prediction even when not selected by the Brier score :type force_joint: bool :return: list of ACR result dictionaries, one per character. :rtype: list(dict) """ for c in df.columns: df[c] = df[c].apply(lambda _: '' if pd.isna(_) else _.encode('ASCII', 'replace').decode()) columns = preannotate_tree(df, tree) name_tree(tree) collapse_zero_branches(tree, features_to_be_merged=df.columns) avg_br_len, num_nodes, num_tips = get_tree_stats(tree) logging.getLogger('pastml').debug('\n=============ACR===============================') column2parameters = column2parameters if column2parameters else {} def _work(args): return reconstruct_ancestral_states(*args, avg_br_len=avg_br_len, num_nodes=num_nodes, num_tips=num_tips, force_joint=force_joint) prediction_methods = value2list(len(columns), prediction_method, MPPA) models = value2list(len(columns), model, F81) def get_states(method, model, column): df_states = [_ for _ in df[column].unique() if pd.notnull(_) and _ != ''] if not is_ml(method) or model not in {HKY, JTT}: return np.sort(df_states) states = HKY_STATES if HKY == model else JTT_STATES if not set(df_states) & set(states): raise ValueError('The allowed states for model {} are {}, ' 'but your annotation file specifies {} as states in column {}.' .format(model, ', '.join(states), ', '.join(df_states), column)) state_set = set(states) df[column] = df[column].apply(lambda _: _ if _ in state_set else '') return states with ThreadPool() as pool: acr_results = \ pool.map(func=_work, iterable=((tree, column, get_states(method, model, column), method, model, column2parameters[column] if column in column2parameters else None) for (column, method, model) in zip(columns, prediction_methods, models))) result = [] for acr_res in acr_results: if isinstance(acr_res, list): result.extend(acr_res) else: result.append(acr_res) return result
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def export_bert(data, electrodes, filename): """Export to unified data format used in pyGIMLi & BERT. Parameters ---------- data : :py:class:`pandas.DataFrame` DataFrame with at least a, b, m, n and r. electrodes : :py:class:`pandas.DataFrame` DataFrame with electrode positions. filename : str String of the output filename. """ # Check for multiple timesteps if has_multiple_timesteps(data): for i, timestep in enumerate(split_timesteps(data)): export_bert(timestep, electrodes, filename.replace(".", "_%.3d." % i)) # TODO: Make ABMN consistent # index_full = ert.data.groupby(list("abmn")).groups.keys() # g = ert.data.groupby('timestep') # q = ert.data.pivot_table(values='r', index=list("abmn"), columns="timestep", dropna=True) # ert.data.reset_index(list("abmn")) f = open(filename, 'w') f.write("%d\n" % len(electrodes)) f.write("# ") # Make temporary copies for renaming electrodes = electrodes.copy() data = data.copy() electrodes.columns = electrodes.columns.str.lower() data.columns = data.columns.str.lower() # Remove unnecessary columns and rename according to bert conventions # https://gitlab.com/resistivity-net/bert#the-unified-data-format cols_to_export = ["a", "b", "m", "n", "u", "i", "r", "rho_a", "error"] data.drop(data.columns.difference(cols_to_export), 1, inplace=True) data.rename(columns={"rho_a": "rhoa", "error": "err"}, inplace=True) for key in electrodes.keys(): f.write("%s " % key) f.write("\n") for row in electrodes.itertuples(index=False): for val in row: f.write("%5.3f " % val) f.write("\n") f.write("%d\n" % len(data)) f.write("# ") # Make sure that a, b, m, n are the first 4 columns columns = data.columns.tolist() for c in "abmn": columns.remove(c) columns = list("abmn") + columns data = data[columns] for key in data.keys(): f.write("%s " % key) f.write("\n") for row in data.itertuples(index=False): for i, val in enumerate(row): if i < 4: f.write("%d " % val) else: f.write("%E " % val) f.write("\n") f.close()
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def _sort_dd_skips(configs, dd_indices_all): """Given a set of dipole-dipole configurations, sort them according to their current skip. Parameters ---------- configs: Nx4 numpy.ndarray Dipole-Dipole configurations Returns ------- dd_configs_sorted: dict dictionary with the skip as keys, and arrays/lists with indices to these skips. """ config_current_skips = np.abs(configs[:, 1] - configs[:, 0]) if np.all(np.isnan(config_current_skips)): return {0: []} # determine skips available_skips_raw = np.unique(config_current_skips) available_skips = available_skips_raw[ ~np.isnan(available_skips_raw) ].astype(int) # now determine the configurations dd_configs_sorted = {} for skip in available_skips: indices = np.where(config_current_skips == skip)[0] dd_configs_sorted[skip - 1] = dd_indices_all[indices] return dd_configs_sorted
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def get_label(parameter, ptype, flavor=None, mpl=None): """Return the label of a given SIP parameter Parameters ---------- parameter: string type of parameter, e.g. rmag|rpha|cre|cim ptype: string material|meas. Either return the material property (e.g. resistivity) or the measurement parameter (e.g., impedance) flavor: string, optional if set, must be one of latex|mathml. Return a label for latex processing, or for mathml processing mpl: matplotlib, optional if set, infer flavor from mpl.rcParams. Will not be used if flavor is set Returns ------- label: string the requested label """ # determine flavor if flavor is not None: if flavor not in ('latex', 'mathml'): raise Exception('flavor not recognized: {}'.format(flavor)) else: if mpl is None: raise Exception('either the flavor or mpl must be provided') rendering = mpl.rcParams['text.usetex'] if rendering: flavor = 'latex' else: flavor = 'mathml' # check if the requested label is present if parameter not in labels: raise Exception('parameter not known') if ptype not in labels[parameter]: raise Exception('ptype not known') if flavor not in labels[parameter][ptype]: raise Exception('flavor not known') return labels[parameter][ptype][flavor]
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def convert(input_format, output_format, data, one_spectrum=False): """ Convert from the given format to the requested format Parameters ---------- input_format : format of input data (parameter 'data') output_format : format of output data data : numpy array containing data in specified input format one_spectrum : True|False, the input data comprises one spectrum. This allows for an additional format of the data array. Possible input/output formats: ------------------------------ 'lnrmag_rpha' 'log10rmag_rpha' 'rmag_rpha' 'rre_rim' 'rre_rmim' 'cmag_cpha' 'cre_cim' 'cre_cmim' 'ccomplex' 'rcomplex' Array format ------------ data is either 1D or 2D. A 1D array correspond to one spectrum, with double the size of the frequencies (which are not needed for the conversion). Thus, the first halt either comprises a magnitude data, and the second one phase data, or the parts comprise real and imaginary parts. For the 2D case there exist two possibilities: First, if one_spectrum is False, then the first axis denotes the spectrum number, and each spectrum is stored on the second axis as described for the 1D case. Second, if one_spectrum is True, and the first axis has the size two, then the axis denotes either magnitude (index 0) and phase (index 1), or real (index 0) and imaginary (index 1) parts. The second axis has the same size as there are frequencies. Internally we always convert to real part and imaginary part of conductivity, and then convert back to the output format. Return values are of the same dimensions as input variables. """ if input_format == output_format: return data if input_format not in from_converters: raise KeyError('Input format {0} not known!'.format(input_format)) if output_format not in to_converters: raise KeyError('Output format {0} not known!'.format(output_format)) # internally we always work with the second axis of double the frequency # size if len(data.shape) == 2 and data.shape[0] == 2 and one_spectrum: work_data = np.hstack((data[0, :], data[1, :])) one_spec_2d = True else: work_data = data one_spec_2d = False cre, cim = from_converters[input_format](work_data) converted_data = to_converters[output_format](cre, cim) if one_spec_2d: part1, part2 = split_data(converted_data, True) converted_data = np.vstack((part1, part2)) # reshape to input size (this should only be necessary for 1D data) if len(data.shape) == 1: converted_data = np.squeeze(converted_data) return converted_data
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111, 112; 111, 113; 112, identifier:df; 113, identifier:groupby; 114, argument_list; 114, 115; 115, string:'timestep'; 116, expression_statement; 116, 117; 117, assignment; 117, 118; 117, 119; 118, identifier:N; 119, call; 119, 120; 119, 121; 120, identifier:len; 121, argument_list; 121, 122; 122, call; 122, 123; 122, 128; 123, attribute; 123, 124; 123, 127; 124, attribute; 124, 125; 124, 126; 125, identifier:g; 126, identifier:groups; 127, identifier:keys; 128, argument_list; 129, expression_statement; 129, 130; 130, assignment; 130, 131; 130, 132; 131, identifier:nrx; 132, call; 132, 133; 132, 134; 133, identifier:min; 134, argument_list; 134, 135; 135, tuple; 135, 136; 135, 137; 136, identifier:N; 137, integer:5; 138, expression_statement; 138, 139; 139, assignment; 139, 140; 139, 141; 140, identifier:nry; 141, call; 141, 142; 141, 143; 142, identifier:int; 143, argument_list; 143, 144; 144, call; 144, 145; 144, 148; 145, attribute; 145, 146; 145, 147; 146, identifier:np; 147, identifier:ceil; 148, argument_list; 148, 149; 149, binary_operator:/; 149, 150; 149, 151; 150, identifier:N; 151, identifier:nrx; 152, comment; 153, expression_statement; 153, 154; 154, assignment; 154, 155; 154, 156; 155, identifier:sizex; 156, binary_operator:*; 156, 157; 156, 158; 157, identifier:nrx; 158, integer:3; 159, expression_statement; 159, 160; 160, assignment; 160, 161; 160, 162; 161, identifier:sizey; 162, binary_operator:-; 162, 163; 162, 166; 163, binary_operator:*; 163, 164; 163, 165; 164, identifier:nry; 165, integer:4; 166, integer:1; 167, expression_statement; 167, 168; 168, assignment; 168, 169; 168, 172; 169, pattern_list; 169, 170; 169, 171; 170, identifier:fig; 171, identifier:axes; 172, call; 172, 173; 172, 176; 173, attribute; 173, 174; 173, 175; 174, identifier:plt; 175, identifier:subplots; 176, argument_list; 176, 177; 176, 178; 176, 179; 176, 182; 176, 185; 177, identifier:nry; 178, identifier:nrx; 179, keyword_argument; 179, 180; 179, 181; 180, identifier:sharex; 181, True; 182, keyword_argument; 182, 183; 182, 184; 183, identifier:sharey; 184, True; 185, keyword_argument; 185, 186; 185, 187; 186, identifier:figsize; 187, tuple; 187, 188; 187, 189; 188, identifier:sizex; 189, identifier:sizey; 190, expression_statement; 190, 191; 191, assignment; 191, 192; 191, 193; 192, identifier:axes; 193, call; 193, 194; 193, 197; 194, attribute; 194, 195; 194, 196; 195, identifier:np; 196, identifier:atleast_2d; 197, argument_list; 197, 198; 198, identifier:axes; 199, expression_statement; 199, 200; 200, assignment; 200, 201; 200, 202; 201, identifier:cbs; 202, list:[]; 203, for_statement; 203, 204; 203, 209; 203, 216; 204, pattern_list; 204, 205; 204, 206; 205, identifier:ax; 206, tuple_pattern; 206, 207; 206, 208; 207, identifier:name; 208, identifier:group; 209, call; 209, 210; 209, 211; 210, identifier:zip; 211, argument_list; 211, 212; 211, 215; 212, attribute; 212, 213; 212, 214; 213, identifier:axes; 214, identifier:flat; 215, identifier:g; 216, block; 216, 217; 216, 252; 216, 259; 216, 274; 216, 283; 217, expression_statement; 217, 218; 218, assignment; 218, 219; 218, 223; 219, pattern_list; 219, 220; 219, 221; 219, 222; 220, identifier:fig1; 221, identifier:axes1; 222, identifier:cb1; 223, call; 223, 224; 223, 225; 224, identifier:plot_pseudosection_type2; 225, argument_list; 225, 226; 225, 227; 225, 228; 225, 231; 225, 234; 225, 243; 226, identifier:group; 227, identifier:key; 228, keyword_argument; 228, 229; 228, 230; 229, identifier:ax; 230, identifier:ax; 231, keyword_argument; 231, 232; 231, 233; 232, identifier:log10; 233, False; 234, keyword_argument; 234, 235; 234, 236; 235, identifier:cbmin; 236, call; 236, 237; 236, 240; 237, attribute; 237, 238; 237, 239; 238, identifier:kwargs; 239, identifier:get; 240, argument_list; 240, 241; 240, 242; 241, string:'cbmin'; 242, None; 243, keyword_argument; 243, 244; 243, 245; 244, identifier:cbmax; 245, call; 245, 246; 245, 249; 246, attribute; 246, 247; 246, 248; 247, identifier:kwargs; 248, identifier:get; 249, argument_list; 249, 250; 249, 251; 250, string:'cbmax'; 251, None; 252, expression_statement; 252, 253; 253, call; 253, 254; 253, 257; 254, attribute; 254, 255; 254, 256; 255, identifier:cbs; 256, identifier:append; 257, argument_list; 257, 258; 258, identifier:cb1; 259, expression_statement; 259, 260; 260, call; 260, 261; 260, 264; 261, attribute; 261, 262; 261, 263; 262, identifier:ax; 263, identifier:set_title; 264, argument_list; 264, 265; 265, call; 265, 266; 265, 269; 266, attribute; 266, 267; 266, 268; 267, string:'timestep: {0}'; 268, identifier:format; 269, argument_list; 269, 270; 270, call; 270, 271; 270, 272; 271, identifier:int; 272, argument_list; 272, 273; 273, identifier:name; 274, expression_statement; 274, 275; 275, call; 275, 276; 275, 281; 276, attribute; 276, 277; 276, 280; 277, attribute; 277, 278; 277, 279; 278, identifier:ax; 279, identifier:xaxis; 280, identifier:set_ticks_position; 281, argument_list; 281, 282; 282, string:'bottom'; 283, expression_statement; 283, 284; 284, call; 284, 285; 284, 288; 285, attribute; 285, 286; 285, 287; 286, identifier:ax; 287, identifier:set_aspect; 288, argument_list; 288, 289; 289, string:'equal'; 290, for_statement; 290, 291; 290, 292; 290, 315; 291, identifier:cb; 292, attribute; 292, 293; 292, 314; 293, subscript; 293, 294; 293, 307; 293, 309; 294, call; 294, 295; 294, 303; 295, attribute; 295, 296; 295, 302; 296, call; 296, 297; 296, 300; 297, attribute; 297, 298; 297, 299; 298, identifier:np; 299, identifier:array; 300, argument_list; 300, 301; 301, identifier:cbs; 302, identifier:reshape; 303, argument_list; 303, 304; 304, attribute; 304, 305; 304, 306; 305, identifier:axes; 306, identifier:shape; 307, slice; 307, 308; 308, colon; 309, slice; 309, 310; 309, 311; 309, 312; 310, integer:0; 311, colon; 312, unary_operator:-; 312, 313; 313, integer:1; 314, identifier:flat; 315, block; 315, 316; 316, expression_statement; 316, 317; 317, call; 317, 318; 317, 323; 318, attribute; 318, 319; 318, 322; 319, attribute; 319, 320; 319, 321; 320, identifier:cb; 321, identifier:ax; 322, identifier:set_visible; 323, argument_list; 323, 324; 324, False; 325, expression_statement; 325, 326; 326, call; 326, 327; 326, 328; 327, identifier:fancyfy; 328, argument_list; 328, 329; 328, 330; 329, identifier:axes; 330, identifier:N; 331, expression_statement; 331, 332; 332, call; 332, 333; 332, 336; 333, attribute; 333, 334; 333, 335; 334, identifier:fig; 335, identifier:tight_layout; 336, argument_list; 337, return_statement; 337, 338; 338, identifier:fig
def plot_ps_extra(dataobj, key, **kwargs): """Create grouped pseudoplots for one or more time steps Parameters ---------- dataobj: :class:`reda.containers.ERT` An ERT container with loaded data key: string The column name to plot subquery: string, optional cbmin: float, optional cbmax: float, optional Examples -------- >>> import reda.testing.containers >>> ert = reda.testing.containers.ERTContainer_nr >>> import reda.plotters.pseudoplots as PS >>> fig = PS.plot_ps_extra(ert, key='r') """ if isinstance(dataobj, pd.DataFrame): df_raw = dataobj else: df_raw = dataobj.data if kwargs.get('subquery', False): df = df_raw.query(kwargs.get('subquery')) else: df = df_raw def fancyfy(axes, N): for ax in axes[0:-1, :].flat: ax.set_xlabel('') for ax in axes[:, 1:].flat: ax.set_ylabel('') g = df.groupby('timestep') N = len(g.groups.keys()) nrx = min((N, 5)) nry = int(np.ceil(N / nrx)) # the sizes are heuristics [inches] sizex = nrx * 3 sizey = nry * 4 - 1 fig, axes = plt.subplots( nry, nrx, sharex=True, sharey=True, figsize=(sizex, sizey), ) axes = np.atleast_2d(axes) cbs = [] for ax, (name, group) in zip(axes.flat, g): fig1, axes1, cb1 = plot_pseudosection_type2( group, key, ax=ax, log10=False, cbmin=kwargs.get('cbmin', None), cbmax=kwargs.get('cbmax', None), ) cbs.append(cb1) ax.set_title('timestep: {0}'.format(int(name))) ax.xaxis.set_ticks_position('bottom') ax.set_aspect('equal') for cb in np.array(cbs).reshape(axes.shape)[:, 0:-1].flat: cb.ax.set_visible(False) fancyfy(axes, N) fig.tight_layout() return fig
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 20; 2, function_name:plot_pseudodepths; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 9; 3, 12; 3, 15; 3, 18; 4, identifier:configs; 5, identifier:nr_electrodes; 6, default_parameter; 6, 7; 6, 8; 7, identifier:spacing; 8, integer:1; 9, default_parameter; 9, 10; 9, 11; 10, identifier:grid; 11, None; 12, default_parameter; 12, 13; 12, 14; 13, identifier:ctypes; 14, None; 15, default_parameter; 15, 16; 15, 17; 16, identifier:dd_merge; 17, False; 18, dictionary_splat_pattern; 18, 19; 19, identifier:kwargs; 20, block; 20, 21; 20, 23; 20, 24; 20, 25; 20, 38; 20, 51; 20, 52; 20, 59; 20, 74; 20, 75; 20, 79; 20, 83; 20, 386; 21, expression_statement; 21, 22; 22, comment; 23, comment; 24, comment; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:pseudo_d_functions; 28, dictionary; 28, 29; 28, 32; 28, 35; 29, pair; 29, 30; 29, 31; 30, string:'dd'; 31, identifier:_pseudodepths_dd_simple; 32, pair; 32, 33; 32, 34; 33, string:'schlumberger'; 34, identifier:_pseudodepths_schlumberger; 35, pair; 35, 36; 35, 37; 36, string:'wenner'; 37, identifier:_pseudodepths_wenner; 38, expression_statement; 38, 39; 39, assignment; 39, 40; 39, 41; 40, identifier:titles; 41, dictionary; 41, 42; 41, 45; 41, 48; 42, pair; 42, 43; 42, 44; 43, string:'dd'; 44, string:'dipole-dipole configurations'; 45, pair; 45, 46; 45, 47; 46, string:'schlumberger'; 47, string:'Schlumberger configurations'; 48, pair; 48, 49; 48, 50; 49, string:'wenner'; 50, string:'Wenner configurations'; 51, comment; 52, expression_statement; 52, 53; 53, assignment; 53, 54; 53, 55; 54, identifier:only_types; 55, boolean_operator:or; 55, 56; 55, 57; 56, identifier:ctypes; 57, list:['dd', ]; 57, 58; 58, string:'dd'; 59, expression_statement; 59, 60; 60, assignment; 60, 61; 60, 62; 61, identifier:results; 62, call; 62, 63; 62, 66; 63, attribute; 63, 64; 63, 65; 64, identifier:fT; 65, identifier:filter; 66, argument_list; 66, 67; 66, 68; 67, identifier:configs; 68, keyword_argument; 68, 69; 68, 70; 69, identifier:settings; 70, dictionary; 70, 71; 71, pair; 71, 72; 71, 73; 72, string:'only_types'; 73, identifier:only_types; 74, comment; 75, expression_statement; 75, 76; 76, assignment; 76, 77; 76, 78; 77, identifier:figs; 78, list:[]; 79, expression_statement; 79, 80; 80, assignment; 80, 81; 80, 82; 81, identifier:axes; 82, list:[]; 83, for_statement; 83, 84; 83, 85; 83, 93; 84, identifier:key; 85, call; 85, 86; 85, 87; 86, identifier:sorted; 87, argument_list; 87, 88; 88, call; 88, 89; 88, 92; 89, attribute; 89, 90; 89, 91; 90, identifier:results; 91, identifier:keys; 92, argument_list; 93, block; 93, 94; 93, 100; 93, 106; 93, 112; 93, 113; 93, 114; 93, 115; 93, 116; 93, 117; 93, 193; 93, 197; 93, 198; 94, expression_statement; 94, 95; 95, call; 95, 96; 95, 97; 96, identifier:print; 97, argument_list; 97, 98; 97, 99; 98, string:'plotting: '; 99, identifier:key; 100, if_statement; 100, 101; 100, 104; 101, comparison_operator:==; 101, 102; 101, 103; 102, identifier:key; 103, string:'not_sorted'; 104, block; 104, 105; 105, continue_statement; 106, expression_statement; 106, 107; 107, assignment; 107, 108; 107, 109; 108, identifier:index_dict; 109, subscript; 109, 110; 109, 111; 110, identifier:results; 111, identifier:key; 112, comment; 113, comment; 114, comment; 115, comment; 116, comment; 117, if_statement; 117, 118; 117, 124; 117, 165; 118, boolean_operator:and; 118, 119; 118, 122; 119, comparison_operator:==; 119, 120; 119, 121; 120, identifier:key; 121, string:'dd'; 122, not_operator; 122, 123; 123, identifier:dd_merge; 124, block; 124, 125; 124, 129; 124, 133; 125, expression_statement; 125, 126; 126, assignment; 126, 127; 126, 128; 127, identifier:plot_list; 128, list:[]; 129, expression_statement; 129, 130; 130, assignment; 130, 131; 130, 132; 131, identifier:labels_add; 132, list:[]; 133, for_statement; 133, 134; 133, 135; 133, 143; 134, identifier:skip; 135, call; 135, 136; 135, 137; 136, identifier:sorted; 137, argument_list; 137, 138; 138, call; 138, 139; 138, 142; 139, attribute; 139, 140; 139, 141; 140, identifier:index_dict; 141, identifier:keys; 142, argument_list; 143, block; 143, 144; 143, 153; 144, expression_statement; 144, 145; 145, call; 145, 146; 145, 149; 146, attribute; 146, 147; 146, 148; 147, identifier:plot_list; 148, identifier:append; 149, argument_list; 149, 150; 150, subscript; 150, 151; 150, 152; 151, identifier:index_dict; 152, identifier:skip; 153, expression_statement; 153, 154; 154, call; 154, 155; 154, 158; 155, attribute; 155, 156; 155, 157; 156, identifier:labels_add; 157, identifier:append; 158, argument_list; 158, 159; 159, call; 159, 160; 159, 163; 160, attribute; 160, 161; 160, 162; 161, string:' - skip {0}'; 162, identifier:format; 163, argument_list; 163, 164; 164, identifier:skip; 165, else_clause; 165, 166; 165, 167; 166, comment; 167, block; 167, 168; 167, 182; 167, 188; 168, expression_statement; 168, 169; 169, assignment; 169, 170; 169, 171; 170, identifier:plot_list; 171, list:[np.hstack(index_dict.values()), ]; 171, 172; 172, call; 172, 173; 172, 176; 173, attribute; 173, 174; 173, 175; 174, identifier:np; 175, identifier:hstack; 176, argument_list; 176, 177; 177, call; 177, 178; 177, 181; 178, attribute; 178, 179; 178, 180; 179, identifier:index_dict; 180, identifier:values; 181, argument_list; 182, expression_statement; 182, 183; 183, call; 183, 184; 183, 185; 184, identifier:print; 185, argument_list; 185, 186; 185, 187; 186, string:'schlumberger'; 187, identifier:plot_list; 188, expression_statement; 188, 189; 189, assignment; 189, 190; 189, 191; 190, identifier:labels_add; 191, list:['', ]; 191, 192; 192, string:''; 193, expression_statement; 193, 194; 194, assignment; 194, 195; 194, 196; 195, identifier:grid; 196, None; 197, comment; 198, for_statement; 198, 199; 198, 202; 198, 207; 199, pattern_list; 199, 200; 199, 201; 200, identifier:indices; 201, identifier:label_add; 202, call; 202, 203; 202, 204; 203, identifier:zip; 204, argument_list; 204, 205; 204, 206; 205, identifier:plot_list; 206, identifier:labels_add; 207, block; 207, 208; 207, 217; 207, 223; 207, 236; 207, 255; 207, 269; 207, 270; 207, 334; 207, 345; 207, 352; 207, 359; 207, 366; 207, 372; 207, 379; 208, if_statement; 208, 209; 208, 215; 209, comparison_operator:==; 209, 210; 209, 214; 210, call; 210, 211; 210, 212; 211, identifier:len; 212, argument_list; 212, 213; 213, identifier:indices; 214, integer:0; 215, block; 215, 216; 216, continue_statement; 217, expression_statement; 217, 218; 218, assignment; 218, 219; 218, 220; 219, identifier:ddc; 220, subscript; 220, 221; 220, 222; 221, identifier:configs; 222, identifier:indices; 223, expression_statement; 223, 224; 224, assignment; 224, 225; 224, 228; 225, pattern_list; 225, 226; 225, 227; 226, identifier:px; 227, identifier:pz; 228, call; 228, 229; 228, 232; 229, subscript; 229, 230; 229, 231; 230, identifier:pseudo_d_functions; 231, identifier:key; 232, argument_list; 232, 233; 232, 234; 232, 235; 233, identifier:ddc; 234, identifier:spacing; 235, identifier:grid; 236, expression_statement; 236, 237; 237, assignment; 237, 238; 237, 241; 238, pattern_list; 238, 239; 238, 240; 239, identifier:fig; 240, identifier:ax; 241, call; 241, 242; 241, 245; 242, attribute; 242, 243; 242, 244; 243, identifier:plt; 244, identifier:subplots; 245, argument_list; 245, 246; 246, keyword_argument; 246, 247; 246, 248; 247, identifier:figsize; 248, tuple; 248, 249; 248, 252; 249, binary_operator:/; 249, 250; 249, 251; 250, integer:15; 251, float:2.54; 252, binary_operator:/; 252, 253; 252, 254; 253, integer:5; 254, float:2.54; 255, expression_statement; 255, 256; 256, call; 256, 257; 256, 260; 257, attribute; 257, 258; 257, 259; 258, identifier:ax; 259, identifier:scatter; 260, argument_list; 260, 261; 260, 262; 260, 263; 260, 266; 261, identifier:px; 262, identifier:pz; 263, keyword_argument; 263, 264; 263, 265; 264, identifier:color; 265, string:'k'; 266, keyword_argument; 266, 267; 266, 268; 267, identifier:alpha; 268, float:0.5; 269, comment; 270, if_statement; 270, 271; 270, 274; 270, 305; 271, comparison_operator:is; 271, 272; 271, 273; 272, identifier:grid; 273, None; 274, block; 274, 275; 274, 283; 275, expression_statement; 275, 276; 276, assignment; 276, 277; 276, 278; 277, identifier:electrodes; 278, call; 278, 279; 278, 282; 279, attribute; 279, 280; 279, 281; 280, identifier:grid; 281, identifier:get_electrode_positions; 282, argument_list; 283, expression_statement; 283, 284; 284, call; 284, 285; 284, 288; 285, attribute; 285, 286; 285, 287; 286, identifier:ax; 287, identifier:scatter; 288, argument_list; 288, 289; 288, 294; 288, 299; 288, 302; 289, subscript; 289, 290; 289, 291; 289, 293; 290, identifier:electrodes; 291, slice; 291, 292; 292, colon; 293, integer:0; 294, subscript; 294, 295; 294, 296; 294, 298; 295, identifier:electrodes; 296, slice; 296, 297; 297, colon; 298, integer:1; 299, keyword_argument; 299, 300; 299, 301; 300, identifier:color; 301, string:'b'; 302, keyword_argument; 302, 303; 302, 304; 303, identifier:label; 304, string:'electrodes'; 305, else_clause; 305, 306; 306, block; 306, 307; 307, expression_statement; 307, 308; 308, call; 308, 309; 308, 312; 309, attribute; 309, 310; 309, 311; 310, identifier:ax; 311, identifier:scatter; 312, argument_list; 312, 313; 312, 322; 312, 328; 312, 331; 313, binary_operator:*; 313, 314; 313, 321; 314, call; 314, 315; 314, 318; 315, attribute; 315, 316; 315, 317; 316, identifier:np; 317, identifier:arange; 318, argument_list; 318, 319; 318, 320; 319, integer:0; 320, identifier:nr_electrodes; 321, identifier:spacing; 322, call; 322, 323; 322, 326; 323, attribute; 323, 324; 323, 325; 324, identifier:np; 325, identifier:zeros; 326, argument_list; 326, 327; 327, identifier:nr_electrodes; 328, keyword_argument; 328, 329; 328, 330; 329, identifier:color; 330, string:'b'; 331, keyword_argument; 331, 332; 331, 333; 332, identifier:label; 333, string:'electrodes'; 334, expression_statement; 334, 335; 335, call; 335, 336; 335, 339; 336, attribute; 336, 337; 336, 338; 337, identifier:ax; 338, identifier:set_title; 339, argument_list; 339, 340; 340, binary_operator:+; 340, 341; 340, 344; 341, subscript; 341, 342; 341, 343; 342, identifier:titles; 343, identifier:key; 344, identifier:label_add; 345, expression_statement; 345, 346; 346, call; 346, 347; 346, 350; 347, attribute; 347, 348; 347, 349; 348, identifier:ax; 349, identifier:set_aspect; 350, argument_list; 350, 351; 351, string:'equal'; 352, expression_statement; 352, 353; 353, call; 353, 354; 353, 357; 354, attribute; 354, 355; 354, 356; 355, identifier:ax; 356, identifier:set_xlabel; 357, argument_list; 357, 358; 358, string:'x [m]'; 359, expression_statement; 359, 360; 360, call; 360, 361; 360, 364; 361, attribute; 361, 362; 361, 363; 362, identifier:ax; 363, identifier:set_ylabel; 364, argument_list; 364, 365; 365, string:'x [z]'; 366, expression_statement; 366, 367; 367, call; 367, 368; 367, 371; 368, attribute; 368, 369; 368, 370; 369, identifier:fig; 370, identifier:tight_layout; 371, argument_list; 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407, identifier:axes
def plot_pseudodepths(configs, nr_electrodes, spacing=1, grid=None, ctypes=None, dd_merge=False, **kwargs): """Plot pseudodepths for the measurements. If grid is given, then the actual electrode positions are used, and the parameter 'spacing' is ignored' Parameters ---------- configs: :class:`numpy.ndarray` Nx4 array containing the quadrupoles for different measurements nr_electrodes: int The overall number of electrodes of the dataset. This is used to plot the surface electrodes spacing: float, optional assumed distance between electrodes. Default=1 grid: crtomo.grid.crt_grid instance, optional grid instance. Used to infer real electrode positions ctypes: list of strings, optional a list of configuration types that will be plotted. All configurations that can not be sorted into these types will not be plotted! Possible types: * dd * schlumberger dd_merge: bool, optional if True, merge all skips. Otherwise, generate individual plots for each skip Returns ------- figs: matplotlib.figure.Figure instance or list of Figure instances if only one type was plotted, then the figure instance is returned. Otherwise, return a list of figure instances. axes: axes object or list of axes ojects plot axes Examples -------- .. plot:: :include-source: from reda.plotters.plots2d import plot_pseudodepths # define a few measurements import numpy as np configs = np.array(( (1, 2, 4, 3), (1, 2, 5, 4), (1, 2, 6, 5), (2, 3, 5, 4), (2, 3, 6, 5), (3, 4, 6, 5), )) # plot fig, axes = plot_pseudodepths(configs, nr_electrodes=6, spacing=1, ctypes=['dd', ]) .. plot:: :include-source: from reda.plotters.plots2d import plot_pseudodepths # define a few measurements import numpy as np configs = np.array(( (4, 7, 5, 6), (3, 8, 5, 6), (2, 9, 5, 6), (1, 10, 5, 6), )) # plot fig, axes = plot_pseudodepths(configs, nr_electrodes=10, spacing=1, ctypes=['schlumberger', ]) """ # for each configuration type we have different ways of computing # pseudodepths pseudo_d_functions = { 'dd': _pseudodepths_dd_simple, 'schlumberger': _pseudodepths_schlumberger, 'wenner': _pseudodepths_wenner, } titles = { 'dd': 'dipole-dipole configurations', 'schlumberger': 'Schlumberger configurations', 'wenner': 'Wenner configurations', } # sort the configurations into the various types of configurations only_types = ctypes or ['dd', ] results = fT.filter(configs, settings={'only_types': only_types, }) # loop through all measurement types figs = [] axes = [] for key in sorted(results.keys()): print('plotting: ', key) if key == 'not_sorted': continue index_dict = results[key] # it is possible that we want to generate multiple plots for one # type of measurement, i.e., to separate skips of dipole-dipole # measurements. Therefore we generate two lists: # 1) list of list of indices to plot # 2) corresponding labels if key == 'dd' and not dd_merge: plot_list = [] labels_add = [] for skip in sorted(index_dict.keys()): plot_list.append(index_dict[skip]) labels_add.append(' - skip {0}'.format(skip)) else: # merge all indices plot_list = [np.hstack(index_dict.values()), ] print('schlumberger', plot_list) labels_add = ['', ] grid = None # generate plots for indices, label_add in zip(plot_list, labels_add): if len(indices) == 0: continue ddc = configs[indices] px, pz = pseudo_d_functions[key](ddc, spacing, grid) fig, ax = plt.subplots(figsize=(15 / 2.54, 5 / 2.54)) ax.scatter(px, pz, color='k', alpha=0.5) # plot electrodes if grid is not None: electrodes = grid.get_electrode_positions() ax.scatter( electrodes[:, 0], electrodes[:, 1], color='b', label='electrodes', ) else: ax.scatter( np.arange(0, nr_electrodes) * spacing, np.zeros(nr_electrodes), color='b', label='electrodes', ) ax.set_title(titles[key] + label_add) ax.set_aspect('equal') ax.set_xlabel('x [m]') ax.set_ylabel('x [z]') fig.tight_layout() figs.append(fig) axes.append(ax) if len(figs) == 1: return figs[0], axes[0] else: return figs, axes
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def complete(self, uio, dropped=False): """Query for all missing information in the transaction""" if self.dropped and not dropped: # do nothing for dropped xn, unless specifically told to return for end in ['src', 'dst']: if getattr(self, end): continue # we have this information uio.show('\nEnter ' + end + ' for transaction:') uio.show('') uio.show(self.summary()) try: endpoints = [] remaining = self.amount while remaining: account = uio.text(' Enter account', None) amount = uio.decimal( ' Enter amount', default=remaining, lower=0, upper=remaining ) endpoints.append(Endpoint(account, amount)) remaining = self.amount \ - sum(map(lambda x: x.amount, endpoints)) except ui.RejectWarning: # bail out sys.exit("bye!") # flip amounts if it was a src outcome if end == 'src': endpoints = map( lambda x: Endpoint(x.account, -x.amount), endpoints ) # set endpoints setattr(self, end, endpoints)
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def gen_dipole_dipole(self, skipc, skipv=None, stepc=1, stepv=1, nr_voltage_dipoles=10, before_current=False, start_skip=0, N=None): """Generate dipole-dipole configurations Parameters ---------- skipc: int number of electrode positions that are skipped between electrodes of a given dipole skipv: int steplength between subsequent voltage dipoles. A steplength of 0 will produce increments by one, i.e., 3-4, 4-5, 5-6 ... stepc: int steplength between subsequent current dipoles. A steplength of 0 will produce increments by one, i.e., 3-4, 4-5, 5-6 ... stepv: int steplength between subsequent voltage dipoles. A steplength of 0 will produce increments by one, i.e., 3-4, 4-5, 5-6 ... nr_voltage_dipoles: int the number of voltage dipoles to generate for each current injection dipole before_current: bool, optional if set to True, also generate voltage dipoles in front of current dipoles. start_skip: int, optional how many electrode to skip before/after the first/second current electrode. N: int, optional number of electrodes, must be given if not already known by the config instance Examples -------- >>> from reda.configs.configManager import ConfigManager >>> config = ConfigManager(nr_of_electrodes=10) >>> config.gen_dipole_dipole(skipc=2) array([[ 1, 4, 5, 8], [ 1, 4, 6, 9], [ 1, 4, 7, 10], [ 2, 5, 6, 9], [ 2, 5, 7, 10], [ 3, 6, 7, 10]]) """ if N is None and self.nr_electrodes is None: raise Exception('You must provide the number of electrodes') elif N is None: N = self.nr_electrodes # by default, current voltage dipoles have the same size if skipv is None: skipv = skipc configs = [] # current dipoles for a in range(0, N - skipv - skipc - 3, stepc): b = a + skipc + 1 nr = 0 # potential dipoles before current injection if before_current: for n in range(a - start_skip - 1, -1, -stepv): nr += 1 if nr > nr_voltage_dipoles: continue m = n - skipv - 1 if m < 0: continue quadpole = np.array((a, b, m, n)) + 1 configs.append(quadpole) # potential dipoles after current injection nr = 0 for m in range(b + start_skip + 1, N - skipv - 1, stepv): nr += 1 if nr > nr_voltage_dipoles: continue n = m + skipv + 1 quadpole = np.array((a, b, m, n)) + 1 configs.append(quadpole) configs = np.array(configs) # now add to the instance if self.configs is None: self.configs = configs else: self.configs = np.vstack((self.configs, configs)) return configs
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def split_into_normal_and_reciprocal(self, pad=False, return_indices=False): """Split the stored configurations into normal and reciprocal measurements ** *Rule 1: the normal configuration contains the smallest electrode number of the four involved electrodes in the current dipole* ** Parameters ---------- pad: bool, optional if True, add numpy.nan values to the reciprocals for non-existent measuremnts return_indices: bool, optional if True, also return the indices of normal and reciprocal measurments. This can be used to extract corresponding measurements. Returns ------- normal: numpy.ndarray Nnx4 array. If pad is True, then Nn == N (total number of unique measurements). Otherwise Nn is the number of normal measurements. reciprocal: numpy.ndarray Nrx4 array. If pad is True, then Nr == N (total number of unique measurements). Otherwise Nr is the number of reciprocal measurements. nor_indices: numpy.ndarray, optional Nnx1 array containing the indices of normal measurements. Only returned if return_indices is True. rec_indices: numpy.ndarray, optional Nrx1 array containing the indices of normal measurements. Only returned if return_indices is True. """ # for simplicity, we create an array where AB and MN are sorted configs = np.hstack((np.sort(self.configs[:, 0:2], axis=1), np.sort(self.configs[:, 2:4], axis=1))) ab_min = configs[:, 0] mn_min = configs[:, 2] # rule 1 indices_normal = np.where(ab_min < mn_min)[0] # now look for reciprocals indices_used = [] normal = [] normal_indices = [] reciprocal_indices = [] reciprocal = [] duplicates = [] for index in indices_normal: indices_used.append(index) normal.append(self.configs[index, :]) normal_indices.append(index) # look for reciprocal configuration index_rec = np.where( # A == M, B == N, M == A, N == B (configs[:, 0] == configs[index, 2]) & (configs[:, 1] == configs[index, 3]) & (configs[:, 2] == configs[index, 0]) & (configs[:, 3] == configs[index, 1]))[0] if len(index_rec) == 0 and pad: reciprocal.append(np.ones(4) * np.nan) elif len(index_rec) == 1: reciprocal.append(self.configs[index_rec[0], :]) indices_used.append(index_rec[0]) reciprocal_indices.append(index_rec[0]) elif len(index_rec > 1): # take the first one reciprocal.append(self.configs[index_rec[0], :]) reciprocal_indices.append(index_rec[0]) duplicates += list(index_rec[1:]) indices_used += list(index_rec) # now determine all reciprocal-only parameters set_all_indices = set(list(range(0, configs.shape[0]))) set_used_indices = set(indices_used) reciprocal_only_indices = set_all_indices - set_used_indices for index in reciprocal_only_indices: if pad: normal.append(np.ones(4) * np.nan) reciprocal.append(self.configs[index, :]) normals = np.array(normal) reciprocals = np.array(reciprocal) if return_indices: return normals, reciprocals, normal_indices, reciprocal_indices else: return normals, reciprocals
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def gen_reciprocals(self, append=False): """ Generate reciprocal configurations, sort by AB, and optionally append to configurations. Parameters ---------- append : bool Append reciprocals to configs (the default is False). Examples -------- >>> cfgs = ConfigManager(nr_of_electrodes=5) >>> nor = cfgs.gen_dipole_dipole(skipc=0) >>> rec = cfgs.gen_reciprocals(append=True) >>> print(cfgs.configs) [[1 2 3 4] [1 2 4 5] [2 3 4 5] [3 4 1 2] [4 5 1 2] [4 5 2 3]] """ # Switch AB and MN reciprocals = self.configs.copy()[:, ::-1] reciprocals[:, 0:2] = np.sort(reciprocals[:, 0:2], axis=1) reciprocals[:, 2:4] = np.sort(reciprocals[:, 2:4], axis=1) # # Sort by current dipoles ind = np.lexsort((reciprocals[:, 3], reciprocals[:, 2], reciprocals[:, 1], reciprocals[:, 0])) reciprocals = reciprocals[ind] if append: self.configs = np.vstack((self.configs, reciprocals)) return reciprocals
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def gen_configs_permutate(self, injections_raw, only_same_dipole_length=False, ignore_crossed_dipoles=False, silent=False): """ Create measurement configurations out of a pool of current injections. Use only the provided dipoles for potential dipole selection. This means that we have always reciprocal measurements. Remove quadpoles where electrodes are used both as current and voltage dipoles. Parameters ---------- injections_raw : Nx2 array current injections only_same_dipole_length : bool, optional if True, only generate permutations for the same dipole length ignore_crossed_dipoles : bool, optional If True, potential dipoles will be ignored that lie between current dipoles, e.g. 1-4 3-5. In this case it is possible to not have full normal-reciprocal coverage. silent: bool, optional if True, do not print information on ignored configs (default: False) Returns ------- configs : Nx4 array quadrupoles generated out of the current injections """ injections = np.atleast_2d(injections_raw).astype(int) N = injections.shape[0] measurements = [] for injection in range(0, N): dipole_length = np.abs(injections[injection][1] - injections[injection][0]) # select all dipole EXCEPT for the injection dipole for i in set(range(0, N)) - set([injection]): test_dipole_length = np.abs(injections[i, :][1] - injections[i, :][0]) if (only_same_dipole_length and test_dipole_length != dipole_length): continue quadpole = np.array( [injections[injection, :], injections[i, :]]).flatten() if ignore_crossed_dipoles is True: # check if we need to ignore this dipole # Note: this could be wrong if electrode number are not # ascending! if (quadpole[2] > quadpole[0] and quadpole[2] < quadpole[1]): if not silent: print('A - ignoring', quadpole) elif (quadpole[3] > quadpole[0] and quadpole[3] < quadpole[1]): if not silent: print('B - ignoring', quadpole) else: measurements.append(quadpole) else: # add very quadpole measurements.append(quadpole) # check and remove double use of electrodes filtered = [] for quadpole in measurements: if (not set(quadpole[0:2]).isdisjoint(set(quadpole[2:4]))): if not silent: print('Ignoring quadrupole because of ', 'repeated electrode use:', quadpole) else: filtered.append(quadpole) self.add_to_configs(filtered) return np.array(filtered)
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def to_pg_scheme(self, container=None, positions=None): """Convert the configuration to a pygimli measurement scheme Parameters ---------- container: reda.containers.ERT.ERT an ERT data container (we take the electrode positions from here) positions = None Returns ------- data: pybert.DataContainerERT Examples -------- import numpy as np from reda.configs.configManager import ConfigManager configs = ConfigManager(nr_of_electrodes=48) new_configs = configs.gen_dipole_dipole(skipc=2) x = np.arange(0, 48, 1) z = np.ones(48) * -1 y = np.zeros(48) xyz = np.vstack((x, y, z)).T scheme = configs.to_pg_scheme(positions=xyz) print(scheme) """ if container is None and positions is None: raise Exception('electrode positions are required for BERT export') if container is not None and container.electrodes is None: raise Exception('container does not contain electrode positions') if container is not None and positions is not None: raise Exception( 'only one of container OR positions must be provided') if container is not None: elec_positions = container.electrodes.values elif positions is not None: elec_positions = positions opt_import("pybert", requiredFor="") import pybert # Initialize BERT DataContainer data = pybert.DataContainerERT() # Define electrodes (48 electrodes spaced by 0.5 m) for nr, (x, y, z) in enumerate(elec_positions): data.createSensor((x, y, z)) # Define number of measurements data.resize(self.configs.shape[0]) for index, token in enumerate("abmn"): data.set(token, self.configs[:, index].tolist()) # account for zero indexing for token in "abmn": data.set(token, data(token) - 1) # np.vstack([data.get(x).array() for x in ("abmn")]).T return data
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async def try_sending(self,msg,timeout_secs, max_attempts): """Coroutine used to send message to the device when a response or ack is needed. This coroutine will try to send up to max_attempts time the message, waiting timeout_secs for an answer. If no answer is received, it will consider that the device is no longer accessible and will unregister it. :param msg: The message to send :type msg: aiolifx.Message :param timeout_secs: Number of seconds to wait for a response or ack :type timeout_secs: int :param max_attempts: . :type max_attempts: int :returns: a coroutine to be scheduled :rtype: coroutine """ if timeout_secs is None: timeout_secs = self.timeout if max_attempts is None: max_attempts = self.retry_count attempts = 0 while attempts < max_attempts: if msg.seq_num not in self.message: return event = aio.Event() self.message[msg.seq_num][1]= event attempts += 1 if self.transport: self.transport.sendto(msg.packed_message) try: myresult = await aio.wait_for(event.wait(),timeout_secs) break except Exception as inst: if attempts >= max_attempts: if msg.seq_num in self.message: callb = self.message[msg.seq_num][2] if callb: callb(self, None) del(self.message[msg.seq_num]) #It's dead Jim self.unregister()
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:apply_correction_factors; 3, parameters; 3, 4; 3, 5; 4, identifier:df; 5, identifier:correction_file; 6, block; 6, 7; 6, 9; 6, 160; 6, 186; 6, 212; 6, 224; 6, 232; 6, 245; 6, 421; 7, expression_statement; 7, 8; 8, comment; 9, if_statement; 9, 10; 9, 17; 9, 36; 10, call; 10, 11; 10, 12; 11, identifier:isinstance; 12, argument_list; 12, 13; 12, 14; 13, identifier:correction_file; 14, tuple; 14, 15; 14, 16; 15, identifier:list; 16, identifier:tuple; 17, block; 17, 18; 18, expression_statement; 18, 19; 19, assignment; 19, 20; 19, 21; 20, identifier:corr_data_raw; 21, call; 21, 22; 21, 25; 22, attribute; 22, 23; 22, 24; 23, identifier:np; 24, identifier:vstack; 25, argument_list; 25, 26; 26, list_comprehension; 26, 27; 26, 33; 27, call; 27, 28; 27, 31; 28, attribute; 28, 29; 28, 30; 29, identifier:np; 30, identifier:loadtxt; 31, argument_list; 31, 32; 32, identifier:x; 33, for_in_clause; 33, 34; 33, 35; 34, identifier:x; 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179, slice; 179, 180; 179, 181; 179, 182; 180, integer:0; 181, colon; 182, integer:2; 183, keyword_argument; 183, 184; 183, 185; 184, identifier:axis; 185, integer:1; 186, expression_statement; 186, 187; 187, assignment; 187, 188; 187, 196; 188, subscript; 188, 189; 188, 190; 188, 192; 189, identifier:corr_data; 190, slice; 190, 191; 191, colon; 192, slice; 192, 193; 192, 194; 192, 195; 193, integer:2; 194, colon; 195, integer:4; 196, call; 196, 197; 196, 200; 197, attribute; 197, 198; 197, 199; 198, identifier:np; 199, identifier:sort; 200, argument_list; 200, 201; 200, 209; 201, subscript; 201, 202; 201, 203; 201, 205; 202, identifier:corr_data; 203, slice; 203, 204; 204, colon; 205, slice; 205, 206; 205, 207; 205, 208; 206, integer:2; 207, colon; 208, integer:4; 209, keyword_argument; 209, 210; 209, 211; 210, identifier:axis; 211, integer:1; 212, if_statement; 212, 213; 212, 218; 213, comparison_operator:not; 213, 214; 213, 215; 214, string:'frequency'; 215, attribute; 215, 216; 215, 217; 216, identifier:df; 217, identifier:columns; 218, block; 218, 219; 219, raise_statement; 219, 220; 220, call; 220, 221; 220, 222; 221, identifier:Exception; 222, argument_list; 222, 223; 223, string:'No frequency data found. Are you sure this is a seit data set?'; 224, expression_statement; 224, 225; 225, assignment; 225, 226; 225, 227; 226, identifier:df; 227, call; 227, 228; 227, 231; 228, attribute; 228, 229; 228, 230; 229, identifier:df; 230, identifier:reset_index; 231, argument_list; 232, expression_statement; 232, 233; 233, assignment; 233, 234; 233, 235; 234, identifier:gf; 235, call; 235, 236; 235, 239; 236, attribute; 236, 237; 236, 238; 237, identifier:df; 238, identifier:groupby; 239, argument_list; 239, 240; 240, list:['a', 'b', 'm', 'n']; 240, 241; 240, 242; 240, 243; 240, 244; 241, string:'a'; 242, string:'b'; 243, string:'m'; 244, string:'n'; 245, for_statement; 245, 246; 245, 249; 245, 256; 245, 257; 245, 258; 246, pattern_list; 246, 247; 246, 248; 247, identifier:key; 248, identifier:item; 249, call; 249, 250; 249, 255; 250, attribute; 250, 251; 250, 254; 251, attribute; 251, 252; 251, 253; 252, identifier:gf; 253, identifier:indices; 254, identifier:items; 255, argument_list; 256, comment; 257, comment; 258, block; 258, 259; 258, 290; 258, 291; 258, 344; 258, 345; 258, 372; 258, 379; 258, 380; 258, 381; 258, 382; 258, 383; 258, 384; 258, 385; 258, 386; 258, 387; 258, 388; 258, 412; 259, expression_statement; 259, 260; 260, assignment; 260, 261; 260, 262; 261, identifier:item_norm; 262, call; 262, 263; 262, 266; 263, attribute; 263, 264; 263, 265; 264, identifier:np; 265, identifier:hstack; 266, argument_list; 266, 267; 267, tuple; 267, 268; 267, 279; 268, call; 268, 269; 268, 272; 269, attribute; 269, 270; 269, 271; 270, identifier:np; 271, identifier:sort; 272, argument_list; 272, 273; 273, subscript; 273, 274; 273, 275; 274, identifier:key; 275, slice; 275, 276; 275, 277; 275, 278; 276, integer:0; 277, colon; 278, integer:2; 279, call; 279, 280; 279, 283; 280, attribute; 280, 281; 280, 282; 281, identifier:np; 282, identifier:sort; 283, argument_list; 283, 284; 284, subscript; 284, 285; 284, 286; 285, identifier:key; 286, slice; 286, 287; 286, 288; 286, 289; 287, integer:2; 288, colon; 289, integer:4; 290, comment; 291, expression_statement; 291, 292; 292, assignment; 292, 293; 292, 294; 293, identifier:index; 294, subscript; 294, 295; 294, 343; 295, call; 295, 296; 295, 299; 296, attribute; 296, 297; 296, 298; 297, identifier:np; 298, identifier:where; 299, argument_list; 299, 300; 300, binary_operator:&; 300, 301; 300, 333; 301, binary_operator:&; 301, 302; 301, 323; 302, binary_operator:&; 302, 303; 302, 313; 303, parenthesized_expression; 303, 304; 304, comparison_operator:==; 304, 305; 304, 310; 305, subscript; 305, 306; 305, 307; 305, 309; 306, identifier:corr_data; 307, slice; 307, 308; 308, colon; 309, integer:0; 310, subscript; 310, 311; 310, 312; 311, identifier:item_norm; 312, integer:0; 313, parenthesized_expression; 313, 314; 314, comparison_operator:==; 314, 315; 314, 320; 315, subscript; 315, 316; 315, 317; 315, 319; 316, identifier:corr_data; 317, slice; 317, 318; 318, colon; 319, integer:1; 320, subscript; 320, 321; 320, 322; 321, identifier:item_norm; 322, integer:1; 323, parenthesized_expression; 323, 324; 324, comparison_operator:==; 324, 325; 324, 330; 325, subscript; 325, 326; 325, 327; 325, 329; 326, identifier:corr_data; 327, slice; 327, 328; 328, colon; 329, integer:2; 330, subscript; 330, 331; 330, 332; 331, identifier:item_norm; 332, integer:2; 333, parenthesized_expression; 333, 334; 334, comparison_operator:==; 334, 335; 334, 340; 335, subscript; 335, 336; 335, 337; 335, 339; 336, identifier:corr_data; 337, slice; 337, 338; 338, colon; 339, integer:3; 340, subscript; 340, 341; 340, 342; 341, identifier:item_norm; 342, integer:3; 343, integer:0; 344, comment; 345, if_statement; 345, 346; 345, 352; 346, comparison_operator:==; 346, 347; 346, 351; 347, call; 347, 348; 347, 349; 348, identifier:len; 349, argument_list; 349, 350; 350, identifier:index; 351, integer:0; 352, block; 352, 353; 352, 358; 352, 361; 352, 367; 353, expression_statement; 353, 354; 354, call; 354, 355; 354, 356; 355, identifier:print; 356, argument_list; 356, 357; 357, identifier:key; 358, import_statement; 358, 359; 359, dotted_name; 359, 360; 360, identifier:IPython; 361, expression_statement; 361, 362; 362, call; 362, 363; 362, 366; 363, attribute; 363, 364; 363, 365; 364, identifier:IPython; 365, identifier:embed; 366, argument_list; 367, raise_statement; 367, 368; 368, call; 368, 369; 368, 370; 369, identifier:Exception; 370, argument_list; 370, 371; 371, string:'No correction factor found for this configuration'; 372, expression_statement; 372, 373; 373, assignment; 373, 374; 373, 375; 374, identifier:factor; 375, subscript; 375, 376; 375, 377; 375, 378; 376, identifier:corr_data; 377, identifier:index; 378, integer:4; 379, comment; 380, comment; 381, comment; 382, comment; 383, comment; 384, comment; 385, comment; 386, comment; 387, comment; 388, for_statement; 388, 389; 388, 390; 388, 395; 389, identifier:col; 390, tuple; 390, 391; 390, 392; 390, 393; 390, 394; 391, string:'r'; 392, string:'Zt'; 393, string:'Vmn'; 394, string:'rho_a'; 395, block; 395, 396; 396, if_statement; 396, 397; 396, 402; 397, comparison_operator:in; 397, 398; 397, 399; 398, identifier:col; 399, attribute; 399, 400; 399, 401; 400, identifier:df; 401, identifier:columns; 402, block; 402, 403; 403, expression_statement; 403, 404; 404, augmented_assignment:*=; 404, 405; 404, 411; 405, subscript; 405, 406; 405, 409; 405, 410; 406, attribute; 406, 407; 406, 408; 407, identifier:df; 408, identifier:ix; 409, identifier:item; 410, identifier:col; 411, identifier:factor; 412, expression_statement; 412, 413; 413, assignment; 413, 414; 413, 420; 414, subscript; 414, 415; 414, 418; 414, 419; 415, attribute; 415, 416; 415, 417; 416, identifier:df; 417, identifier:ix; 418, identifier:item; 419, string:'corr_fac'; 420, identifier:factor; 421, return_statement; 421, 422; 422, expression_list; 422, 423; 422, 424; 423, identifier:df; 424, identifier:corr_data
def apply_correction_factors(df, correction_file): """Apply correction factors for a pseudo-2D measurement setup. See Weigand and Kemna, 2017, Biogeosciences, for detailed information. """ if isinstance(correction_file, (list, tuple)): corr_data_raw = np.vstack( [np.loadtxt(x) for x in correction_file] ) else: corr_data_raw = np.loadtxt(correction_file) if corr_data_raw.shape[1] == 3: A = (corr_data_raw[:, 0] / 1e4).astype(int) B = (corr_data_raw[:, 0] % 1e4).astype(int) M = (corr_data_raw[:, 1] / 1e4).astype(int) N = (corr_data_raw[:, 1] % 1e4).astype(int) corr_data = np.vstack((A, B, M, N, corr_data_raw[:, 2])).T elif corr_data_raw.shape[1] == 5: corr_data = corr_data_raw else: raise Exception('error') corr_data[:, 0:2] = np.sort(corr_data[:, 0:2], axis=1) corr_data[:, 2:4] = np.sort(corr_data[:, 2:4], axis=1) if 'frequency' not in df.columns: raise Exception( 'No frequency data found. Are you sure this is a seit data set?' ) df = df.reset_index() gf = df.groupby(['a', 'b', 'm', 'n']) for key, item in gf.indices.items(): # print('key', key) # print(item) item_norm = np.hstack((np.sort(key[0:2]), np.sort(key[2:4]))) # print(item_norm) index = np.where( (corr_data[:, 0] == item_norm[0]) & (corr_data[:, 1] == item_norm[1]) & (corr_data[:, 2] == item_norm[2]) & (corr_data[:, 3] == item_norm[3]) )[0] # print(index, corr_data[index]) if len(index) == 0: print(key) import IPython IPython.embed() raise Exception( 'No correction factor found for this configuration' ) factor = corr_data[index, 4] # if key == (1, 4, 2, 3): # print(key) # print(factor) # print(df['R']) # print(df['k']) # import IPython # IPython.embed() # exit() # apply correction factor for col in ('r', 'Zt', 'Vmn', 'rho_a'): if col in df.columns: df.ix[item, col] *= factor df.ix[item, 'corr_fac'] = factor return df, corr_data
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 6; 2, function_name:alter_zero_tip_allowed_states; 3, parameters; 3, 4; 3, 5; 4, identifier:tree; 5, identifier:feature; 6, block; 6, 7; 6, 9; 6, 16; 6, 24; 6, 64; 6, 65; 7, expression_statement; 7, 8; 8, comment; 9, expression_statement; 9, 10; 10, assignment; 10, 11; 10, 12; 11, identifier:zero_parent2tips; 12, call; 12, 13; 12, 14; 13, identifier:defaultdict; 14, argument_list; 14, 15; 15, identifier:list; 16, expression_statement; 16, 17; 17, assignment; 17, 18; 17, 19; 18, identifier:allowed_state_feature; 19, call; 19, 20; 19, 21; 20, identifier:get_personalized_feature_name; 21, argument_list; 21, 22; 21, 23; 22, identifier:feature; 23, identifier:ALLOWED_STATES; 24, for_statement; 24, 25; 24, 26; 24, 27; 25, identifier:tip; 26, identifier:tree; 27, block; 27, 28; 28, if_statement; 28, 29; 28, 34; 29, comparison_operator:==; 29, 30; 29, 33; 30, attribute; 30, 31; 30, 32; 31, identifier:tip; 32, identifier:dist; 33, integer:0; 34, block; 34, 35; 34, 44; 35, expression_statement; 35, 36; 36, assignment; 36, 37; 36, 38; 37, identifier:state; 38, call; 38, 39; 38, 40; 39, identifier:getattr; 40, argument_list; 40, 41; 40, 42; 40, 43; 41, identifier:tip; 42, identifier:feature; 43, None; 44, if_statement; 44, 45; 44, 52; 45, boolean_operator:and; 45, 46; 45, 49; 46, comparison_operator:is; 46, 47; 46, 48; 47, identifier:state; 48, None; 49, comparison_operator:!=; 49, 50; 49, 51; 50, identifier:state; 51, string:''; 52, block; 52, 53; 53, expression_statement; 53, 54; 54, call; 54, 55; 54, 62; 55, attribute; 55, 56; 55, 61; 56, subscript; 56, 57; 56, 58; 57, identifier:zero_parent2tips; 58, attribute; 58, 59; 58, 60; 59, identifier:tip; 60, identifier:up; 61, identifier:append; 62, argument_list; 62, 63; 63, identifier:tip; 64, comment; 65, for_statement; 65, 66; 65, 69; 65, 74; 65, 75; 66, pattern_list; 66, 67; 66, 68; 67, identifier:parent; 68, identifier:zero_tips; 69, call; 69, 70; 69, 73; 70, attribute; 70, 71; 70, 72; 71, identifier:zero_parent2tips; 72, identifier:items; 73, argument_list; 74, comment; 75, block; 75, 76; 75, 80; 75, 111; 75, 124; 75, 125; 75, 129; 76, expression_statement; 76, 77; 77, assignment; 77, 78; 77, 79; 78, identifier:counts; 79, None; 80, for_statement; 80, 81; 80, 82; 80, 83; 81, identifier:tip; 82, identifier:zero_tips; 83, block; 83, 84; 84, if_statement; 84, 85; 84, 88; 84, 101; 85, comparison_operator:is; 85, 86; 85, 87; 86, identifier:counts; 87, None; 88, block; 88, 89; 89, expression_statement; 89, 90; 90, assignment; 90, 91; 90, 92; 91, identifier:counts; 92, call; 92, 93; 92, 100; 93, attribute; 93, 94; 93, 99; 94, call; 94, 95; 94, 96; 95, identifier:getattr; 96, argument_list; 96, 97; 96, 98; 97, identifier:tip; 98, identifier:allowed_state_feature; 99, identifier:copy; 100, argument_list; 101, else_clause; 101, 102; 102, block; 102, 103; 103, expression_statement; 103, 104; 104, augmented_assignment:+=; 104, 105; 104, 106; 105, identifier:counts; 106, call; 106, 107; 106, 108; 107, identifier:getattr; 108, argument_list; 108, 109; 108, 110; 109, identifier:tip; 110, identifier:allowed_state_feature; 111, if_statement; 111, 112; 111, 122; 112, comparison_operator:==; 112, 113; 112, 118; 113, call; 113, 114; 113, 117; 114, attribute; 114, 115; 114, 116; 115, identifier:counts; 116, identifier:max; 117, argument_list; 118, call; 118, 119; 118, 120; 119, identifier:len; 120, argument_list; 120, 121; 121, identifier:zero_tips; 122, block; 122, 123; 123, continue_statement; 124, comment; 125, expression_statement; 125, 126; 126, assignment; 126, 127; 126, 128; 127, identifier:allowed_states; 128, None; 129, for_statement; 129, 130; 129, 131; 129, 132; 130, identifier:tip; 131, identifier:zero_tips; 132, block; 132, 133; 132, 171; 133, if_statement; 133, 134; 133, 137; 133, 150; 134, comparison_operator:is; 134, 135; 134, 136; 135, identifier:allowed_states; 136, None; 137, block; 137, 138; 138, expression_statement; 138, 139; 139, assignment; 139, 140; 139, 141; 140, identifier:allowed_states; 141, call; 141, 142; 141, 149; 142, attribute; 142, 143; 142, 148; 143, call; 143, 144; 143, 145; 144, identifier:getattr; 145, argument_list; 145, 146; 145, 147; 146, identifier:tip; 147, identifier:allowed_state_feature; 148, identifier:copy; 149, argument_list; 150, else_clause; 150, 151; 151, block; 151, 152; 151, 160; 152, expression_statement; 152, 153; 153, assignment; 153, 154; 153, 155; 154, identifier:tip_allowed_states; 155, call; 155, 156; 155, 157; 156, identifier:getattr; 157, argument_list; 157, 158; 157, 159; 158, identifier:tip; 159, identifier:allowed_state_feature; 160, expression_statement; 160, 161; 161, assignment; 161, 162; 161, 170; 162, subscript; 162, 163; 162, 164; 163, identifier:allowed_states; 164, call; 164, 165; 164, 168; 165, attribute; 165, 166; 165, 167; 166, identifier:np; 167, identifier:nonzero; 168, argument_list; 168, 169; 169, identifier:tip_allowed_states; 170, integer:1; 171, expression_statement; 171, 172; 172, call; 172, 173; 172, 176; 173, attribute; 173, 174; 173, 175; 174, identifier:tip; 175, identifier:add_feature; 176, argument_list; 176, 177; 176, 178; 177, identifier:allowed_state_feature; 178, identifier:allowed_states
def alter_zero_tip_allowed_states(tree, feature): """ Alters the bottom-up likelihood arrays for zero-distance tips to make sure they do not contradict with other zero-distance tip siblings. :param tree: ete3.Tree, the tree of interest :param feature: str, character for which the likelihood is altered :return: void, modifies the get_personalised_feature_name(feature, BU_LH) feature to zero-distance tips. """ zero_parent2tips = defaultdict(list) allowed_state_feature = get_personalized_feature_name(feature, ALLOWED_STATES) for tip in tree: if tip.dist == 0: state = getattr(tip, feature, None) if state is not None and state != '': zero_parent2tips[tip.up].append(tip) # adjust zero tips to contain all the zero tip options as states for parent, zero_tips in zero_parent2tips.items(): # If there is a common state do nothing counts = None for tip in zero_tips: if counts is None: counts = getattr(tip, allowed_state_feature).copy() else: counts += getattr(tip, allowed_state_feature) if counts.max() == len(zero_tips): continue # Otherwise set all tip states to state union allowed_states = None for tip in zero_tips: if allowed_states is None: allowed_states = getattr(tip, allowed_state_feature).copy() else: tip_allowed_states = getattr(tip, allowed_state_feature) allowed_states[np.nonzero(tip_allowed_states)] = 1 tip.add_feature(allowed_state_feature, allowed_states)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 10; 2, function_name:choose_ancestral_states_mppa; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 4, identifier:tree; 5, identifier:feature; 6, identifier:states; 7, default_parameter; 7, 8; 7, 9; 8, identifier:force_joint; 9, True; 10, block; 10, 11; 10, 13; 10, 21; 10, 29; 10, 37; 10, 44; 10, 54; 10, 58; 10, 62; 10, 66; 10, 67; 10, 68; 10, 69; 10, 70; 10, 71; 10, 333; 11, expression_statement; 11, 12; 12, comment; 13, expression_statement; 13, 14; 14, assignment; 14, 15; 14, 16; 15, identifier:lh_feature; 16, call; 16, 17; 16, 18; 17, identifier:get_personalized_feature_name; 18, argument_list; 18, 19; 18, 20; 19, identifier:feature; 20, identifier:LH; 21, expression_statement; 21, 22; 22, assignment; 22, 23; 22, 24; 23, identifier:allowed_state_feature; 24, call; 24, 25; 24, 26; 25, identifier:get_personalized_feature_name; 26, argument_list; 26, 27; 26, 28; 27, identifier:feature; 28, identifier:ALLOWED_STATES; 29, expression_statement; 29, 30; 30, assignment; 30, 31; 30, 32; 31, identifier:joint_state_feature; 32, call; 32, 33; 32, 34; 33, identifier:get_personalized_feature_name; 34, argument_list; 34, 35; 34, 36; 35, identifier:feature; 36, identifier:JOINT_STATE; 37, expression_statement; 37, 38; 38, assignment; 38, 39; 38, 40; 39, identifier:n; 40, call; 40, 41; 40, 42; 41, identifier:len; 42, argument_list; 42, 43; 43, identifier:states; 44, expression_statement; 44, 45; 45, assignment; 45, 46; 45, 49; 46, pattern_list; 46, 47; 46, 48; 47, identifier:_; 48, identifier:state2array; 49, call; 49, 50; 49, 51; 50, identifier:get_state2allowed_states; 51, argument_list; 51, 52; 51, 53; 52, identifier:states; 53, False; 54, expression_statement; 54, 55; 55, assignment; 55, 56; 55, 57; 56, identifier:num_scenarios; 57, integer:1; 58, expression_statement; 58, 59; 59, assignment; 59, 60; 59, 61; 60, identifier:unresolved_nodes; 61, integer:0; 62, expression_statement; 62, 63; 63, assignment; 63, 64; 63, 65; 64, identifier:num_states; 65, integer:0; 66, comment; 67, comment; 68, comment; 69, comment; 70, comment; 71, for_statement; 71, 72; 71, 73; 71, 78; 72, identifier:node; 73, call; 73, 74; 73, 77; 74, attribute; 74, 75; 74, 76; 75, identifier:tree; 76, identifier:traverse; 77, argument_list; 78, block; 78, 79; 78, 87; 78, 97; 78, 148; 78, 152; 78, 158; 78, 217; 78, 221; 78, 225; 78, 283; 78, 325; 79, expression_statement; 79, 80; 80, assignment; 80, 81; 80, 82; 81, identifier:marginal_likelihoods; 82, call; 82, 83; 82, 84; 83, identifier:getattr; 84, argument_list; 84, 85; 84, 86; 85, identifier:node; 86, identifier:lh_feature; 87, expression_statement; 87, 88; 88, assignment; 88, 89; 88, 90; 89, identifier:marginal_probs; 90, binary_operator:/; 90, 91; 90, 92; 91, identifier:marginal_likelihoods; 92, call; 92, 93; 92, 96; 93, attribute; 93, 94; 93, 95; 94, identifier:marginal_likelihoods; 95, identifier:sum; 96, argument_list; 97, if_statement; 97, 98; 97, 99; 97, 137; 98, identifier:force_joint; 99, block; 99, 100; 99, 108; 99, 114; 100, expression_statement; 100, 101; 101, assignment; 101, 102; 101, 103; 102, identifier:joint_index; 103, call; 103, 104; 103, 105; 104, identifier:getattr; 105, argument_list; 105, 106; 105, 107; 106, identifier:node; 107, identifier:joint_state_feature; 108, expression_statement; 108, 109; 109, assignment; 109, 110; 109, 111; 110, identifier:joint_prob; 111, subscript; 111, 112; 111, 113; 112, identifier:marginal_probs; 113, identifier:joint_index; 114, expression_statement; 114, 115; 115, assignment; 115, 116; 115, 117; 116, identifier:marginal_probs; 117, call; 117, 118; 117, 121; 118, attribute; 118, 119; 118, 120; 119, identifier:np; 120, identifier:hstack; 121, argument_list; 121, 122; 122, tuple; 122, 123; 122, 135; 123, call; 123, 124; 123, 127; 124, attribute; 124, 125; 124, 126; 125, identifier:np; 126, identifier:sort; 127, argument_list; 127, 128; 128, call; 128, 129; 128, 132; 129, attribute; 129, 130; 129, 131; 130, identifier:np; 131, identifier:delete; 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229, assignment; 229, 230; 229, 231; 230, identifier:indices_selected; 231, subscript; 231, 232; 231, 255; 232, call; 232, 233; 232, 234; 233, identifier:sorted; 234, argument_list; 234, 235; 234, 239; 235, call; 235, 236; 235, 237; 236, identifier:range; 237, argument_list; 237, 238; 238, identifier:n; 239, keyword_argument; 239, 240; 239, 241; 240, identifier:key; 241, lambda; 241, 242; 241, 244; 242, lambda_parameters; 242, 243; 243, identifier:_; 244, tuple; 244, 245; 244, 251; 245, conditional_expression:if; 245, 246; 245, 247; 245, 250; 246, integer:0; 247, comparison_operator:==; 247, 248; 247, 249; 248, identifier:n; 249, identifier:joint_index; 250, integer:1; 251, unary_operator:-; 251, 252; 252, subscript; 252, 253; 252, 254; 253, identifier:marginal_likelihoods; 254, identifier:_; 255, slice; 255, 256; 255, 257; 256, colon; 257, identifier:best_k; 258, else_clause; 258, 259; 259, block; 259, 260; 260, expression_statement; 260, 261; 261, assignment; 261, 262; 261, 263; 262, identifier:indices_selected; 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296, 297; 297, block; 297, 298; 297, 315; 297, 321; 298, expression_statement; 298, 299; 299, assignment; 299, 300; 299, 301; 300, identifier:allowed_states; 301, call; 301, 302; 301, 305; 302, attribute; 302, 303; 302, 304; 303, identifier:np; 304, identifier:zeros; 305, argument_list; 305, 306; 305, 310; 306, call; 306, 307; 306, 308; 307, identifier:len; 308, argument_list; 308, 309; 309, identifier:states; 310, keyword_argument; 310, 311; 310, 312; 311, identifier:dtype; 312, attribute; 312, 313; 312, 314; 313, identifier:np; 314, identifier:int; 315, expression_statement; 315, 316; 316, assignment; 316, 317; 316, 320; 317, subscript; 317, 318; 317, 319; 318, identifier:allowed_states; 319, identifier:indices_selected; 320, integer:1; 321, expression_statement; 321, 322; 322, augmented_assignment:+=; 322, 323; 322, 324; 323, identifier:unresolved_nodes; 324, integer:1; 325, expression_statement; 325, 326; 326, call; 326, 327; 326, 330; 327, attribute; 327, 328; 327, 329; 328, identifier:node; 329, identifier:add_feature; 330, argument_list; 330, 331; 330, 332; 331, identifier:allowed_state_feature; 332, identifier:allowed_states; 333, return_statement; 333, 334; 334, expression_list; 334, 335; 334, 336; 334, 337; 335, identifier:num_scenarios; 336, identifier:unresolved_nodes; 337, identifier:num_states
def choose_ancestral_states_mppa(tree, feature, states, force_joint=True): """ Chooses node ancestral states based on their marginal probabilities using MPPA method. :param force_joint: make sure that Joint state is chosen even if it has a low probability. :type force_joint: bool :param tree: tree of interest :type tree: ete3.Tree :param feature: character for which the ancestral states are to be chosen :type feature: str :param states: possible character states in order corresponding to the probabilities array :type states: numpy.array :return: number of ancestral scenarios selected, calculated by multiplying the number of selected states for all nodes. Also modified the get_personalized_feature_name(feature, ALLOWED_STATES) feature of each node to only contain the selected states. :rtype: int """ lh_feature = get_personalized_feature_name(feature, LH) allowed_state_feature = get_personalized_feature_name(feature, ALLOWED_STATES) joint_state_feature = get_personalized_feature_name(feature, JOINT_STATE) n = len(states) _, state2array = get_state2allowed_states(states, False) num_scenarios = 1 unresolved_nodes = 0 num_states = 0 # If force_joint == True, # we make sure that the joint state is always chosen, # for this we sort the marginal probabilities array as [lowest_non_joint_mp, ..., highest_non_joint_mp, joint_mp] # select k in 1:n such as the correction between choosing 0, 0, ..., 1/k, ..., 1/k and our sorted array is min # and return the corresponding states for node in tree.traverse(): marginal_likelihoods = getattr(node, lh_feature) marginal_probs = marginal_likelihoods / marginal_likelihoods.sum() if force_joint: joint_index = getattr(node, joint_state_feature) joint_prob = marginal_probs[joint_index] marginal_probs = np.hstack((np.sort(np.delete(marginal_probs, joint_index)), [joint_prob])) else: marginal_probs = np.sort(marginal_probs) best_k = n best_correstion = np.inf for k in range(1, n + 1): correction = np.hstack((np.zeros(n - k), np.ones(k) / k)) - marginal_probs correction = correction.dot(correction) if correction < best_correstion: best_correstion = correction best_k = k num_scenarios *= best_k num_states += best_k if force_joint: indices_selected = sorted(range(n), key=lambda _: (0 if n == joint_index else 1, -marginal_likelihoods[_]))[:best_k] else: indices_selected = sorted(range(n), key=lambda _: -marginal_likelihoods[_])[:best_k] if best_k == 1: allowed_states = state2array[indices_selected[0]] else: allowed_states = np.zeros(len(states), dtype=np.int) allowed_states[indices_selected] = 1 unresolved_nodes += 1 node.add_feature(allowed_state_feature, allowed_states) return num_scenarios, unresolved_nodes, num_states
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 5; 2, function_name:parse; 3, parameters; 3, 4; 4, identifier:text; 5, block; 5, 6; 5, 8; 5, 9; 5, 21; 5, 22; 5, 26; 5, 27; 5, 31; 5, 32; 5, 233; 5, 234; 6, expression_statement; 6, 7; 7, comment; 8, comment; 9, expression_statement; 9, 10; 10, assignment; 10, 11; 10, 12; 11, identifier:fixed_text; 12, call; 12, 13; 12, 16; 13, attribute; 13, 14; 13, 15; 14, identifier:validate; 15, identifier:fix_string_case; 16, argument_list; 16, 17; 17, call; 17, 18; 17, 19; 18, identifier:utf; 19, argument_list; 19, 20; 20, identifier:text; 21, comment; 22, expression_statement; 22, 23; 23, assignment; 23, 24; 23, 25; 24, identifier:output; 25, list:[]; 26, comment; 27, expression_statement; 27, 28; 28, assignment; 28, 29; 28, 30; 29, identifier:cur_end; 30, integer:0; 31, comment; 32, for_statement; 32, 33; 32, 36; 32, 40; 32, 41; 33, pattern_list; 33, 34; 33, 35; 34, identifier:cur; 35, identifier:i; 36, call; 36, 37; 36, 38; 37, identifier:enumerate; 38, argument_list; 38, 39; 39, identifier:fixed_text; 40, comment; 41, block; 41, 42; 41, 64; 41, 65; 41, 72; 41, 73; 41, 74; 41, 75; 42, try_statement; 42, 43; 42, 51; 42, 58; 43, block; 43, 44; 44, expression_statement; 44, 45; 45, call; 45, 46; 45, 49; 46, attribute; 46, 47; 46, 48; 47, identifier:i; 48, identifier:encode; 49, argument_list; 49, 50; 50, string:'utf-8'; 51, except_clause; 51, 52; 51, 53; 52, identifier:UnicodeDecodeError; 53, block; 53, 54; 54, expression_statement; 54, 55; 55, assignment; 55, 56; 55, 57; 56, identifier:uni_pass; 57, False; 58, else_clause; 58, 59; 59, block; 59, 60; 60, expression_statement; 60, 61; 61, assignment; 61, 62; 61, 63; 62, identifier:uni_pass; 63, True; 64, comment; 65, expression_statement; 65, 66; 66, assignment; 66, 67; 66, 68; 67, identifier:match; 68, dictionary; 68, 69; 69, pair; 69, 70; 69, 71; 70, string:'matched'; 71, False; 72, comment; 73, comment; 74, comment; 75, if_statement; 75, 76; 75, 78; 75, 92; 76, not_operator; 76, 77; 77, identifier:uni_pass; 78, block; 78, 79; 78, 85; 79, expression_statement; 79, 80; 80, assignment; 80, 81; 80, 82; 81, identifier:cur_end; 82, binary_operator:+; 82, 83; 82, 84; 83, identifier:cur; 84, integer:1; 85, expression_statement; 85, 86; 86, call; 86, 87; 86, 90; 87, attribute; 87, 88; 87, 89; 88, identifier:output; 89, identifier:append; 90, argument_list; 90, 91; 91, identifier:i; 92, elif_clause; 92, 93; 92, 98; 92, 99; 93, boolean_operator:and; 93, 94; 93, 97; 94, comparison_operator:>=; 94, 95; 94, 96; 95, identifier:cur; 96, identifier:cur_end; 97, identifier:uni_pass; 98, comment; 99, block; 99, 100; 99, 108; 99, 109; 99, 213; 99, 214; 100, expression_statement; 100, 101; 101, assignment; 101, 102; 101, 103; 102, identifier:match; 103, call; 103, 104; 103, 105; 104, identifier:match_non_rule_patterns; 105, argument_list; 105, 106; 105, 107; 106, identifier:fixed_text; 107, identifier:cur; 108, comment; 109, if_statement; 109, 110; 109, 113; 109, 134; 110, subscript; 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144, identifier:cur; 145, comment; 146, if_statement; 146, 147; 146, 150; 146, 151; 147, subscript; 147, 148; 147, 149; 148, identifier:match; 149, string:"matched"; 150, comment; 151, block; 151, 152; 151, 163; 151, 164; 151, 184; 151, 185; 151, 186; 151, 187; 152, expression_statement; 152, 153; 153, assignment; 153, 154; 153, 155; 154, identifier:cur_end; 155, binary_operator:+; 155, 156; 155, 157; 156, identifier:cur; 157, call; 157, 158; 157, 159; 158, identifier:len; 159, argument_list; 159, 160; 160, subscript; 160, 161; 160, 162; 161, identifier:match; 162, string:"found"; 163, comment; 164, expression_statement; 164, 165; 165, assignment; 165, 166; 165, 167; 166, identifier:replaced; 167, call; 167, 168; 167, 169; 168, identifier:process_rules; 169, argument_list; 169, 170; 169, 175; 169, 178; 169, 181; 170, keyword_argument; 170, 171; 170, 172; 171, identifier:rules; 172, subscript; 172, 173; 172, 174; 173, identifier:match; 174, string:"rules"; 175, keyword_argument; 175, 176; 175, 177; 176, identifier:fixed_text; 177, identifier:fixed_text; 178, keyword_argument; 178, 179; 178, 180; 179, identifier:cur; 180, identifier:cur; 181, keyword_argument; 181, 182; 181, 183; 182, identifier:cur_end; 183, identifier:cur_end; 184, comment; 185, comment; 186, comment; 187, if_statement; 187, 188; 187, 191; 187, 192; 187, 200; 188, comparison_operator:is; 188, 189; 188, 190; 189, identifier:replaced; 190, None; 191, comment; 192, block; 192, 193; 193, expression_statement; 193, 194; 194, call; 194, 195; 194, 198; 195, attribute; 195, 196; 195, 197; 196, identifier:output; 197, identifier:append; 198, argument_list; 198, 199; 199, identifier:replaced; 200, else_clause; 200, 201; 200, 202; 200, 203; 201, comment; 202, comment; 203, block; 203, 204; 204, expression_statement; 204, 205; 205, call; 205, 206; 205, 209; 206, attribute; 206, 207; 206, 208; 207, identifier:output; 208, identifier:append; 209, argument_list; 209, 210; 210, subscript; 210, 211; 210, 212; 211, identifier:match; 212, string:"replaced"; 213, comment; 214, if_statement; 214, 215; 214, 219; 215, not_operator; 215, 216; 216, subscript; 216, 217; 216, 218; 217, identifier:match; 218, string:"matched"; 219, block; 219, 220; 219, 226; 220, expression_statement; 220, 221; 221, assignment; 221, 222; 221, 223; 222, identifier:cur_end; 223, binary_operator:+; 223, 224; 223, 225; 224, identifier:cur; 225, integer:1; 226, expression_statement; 226, 227; 227, call; 227, 228; 227, 231; 228, attribute; 228, 229; 228, 230; 229, identifier:output; 230, identifier:append; 231, argument_list; 231, 232; 232, identifier:i; 233, comment; 234, return_statement; 234, 235; 235, call; 235, 236; 235, 239; 236, attribute; 236, 237; 236, 238; 237, string:''; 238, identifier:join; 239, argument_list; 239, 240; 240, identifier:output
def parse(text): """Parses input text, matches and replaces using avrodict If a valid replacement is found, returns the replaced string. If no replacement is found, returns the input text. Usage: :: from pyavrophonetic import avro avro.parse("ami banglay gan gai") """ # Sanitize text case to meet phonetic comparison standards fixed_text = validate.fix_string_case(utf(text)) # prepare output list output = [] # cursor end point cur_end = 0 # iterate through input text for cur, i in enumerate(fixed_text): # Trap characters with unicode encoding errors try: i.encode('utf-8') except UnicodeDecodeError: uni_pass = False else: uni_pass = True # Default value for match match = {'matched': False} # Check cur is greater than or equals cur_end. If cursor is in # a position that has alread been processed/replaced, we don't # process anything at all if not uni_pass: cur_end = cur + 1 output.append(i) elif cur >= cur_end and uni_pass: # Try looking in non rule patterns with current string portion match = match_non_rule_patterns(fixed_text, cur) # Check if non rule patterns have matched if match["matched"]: output.append(match["replaced"]) cur_end = cur + len(match["found"]) else: # if non rule patterns have not matched, try rule patterns match = match_rule_patterns(fixed_text, cur) # Check if rule patterns have matched if match["matched"]: # Update cur_end as cursor + length of match found cur_end = cur + len(match["found"]) # Process its rules replaced = process_rules(rules = match["rules"], fixed_text = fixed_text, cur = cur, cur_end = cur_end) # If any rules match, output replacement from the # rule, else output it's default top-level/default # replacement if replaced is not None: # Rule has matched output.append(replaced) else: # No rules have matched # output common match output.append(match["replaced"]) # If none matched, append present cursor value if not match["matched"]: cur_end = cur + 1 output.append(i) # End looping through input text and produce output return ''.join(output)
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:process_match; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 4, identifier:match; 5, identifier:fixed_text; 6, identifier:cur; 7, identifier:cur_end; 8, block; 8, 9; 8, 11; 8, 12; 8, 13; 8, 17; 8, 18; 8, 38; 8, 39; 8, 75; 8, 76; 8, 77; 8, 302; 8, 303; 9, expression_statement; 9, 10; 10, comment; 11, comment; 12, comment; 13, expression_statement; 13, 14; 14, assignment; 14, 15; 14, 16; 15, identifier:replace; 16, True; 17, comment; 18, if_statement; 18, 19; 18, 24; 18, 31; 19, comparison_operator:==; 19, 20; 19, 23; 20, subscript; 20, 21; 20, 22; 21, identifier:match; 22, string:'type'; 23, string:'prefix'; 24, block; 24, 25; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:chk; 28, binary_operator:-; 28, 29; 28, 30; 29, identifier:cur; 30, integer:1; 31, else_clause; 31, 32; 31, 33; 32, comment; 33, block; 33, 34; 34, expression_statement; 34, 35; 35, assignment; 35, 36; 35, 37; 36, identifier:chk; 37, identifier:cur_end; 38, comment; 39, if_statement; 39, 40; 39, 48; 39, 63; 40, call; 40, 41; 40, 46; 41, attribute; 41, 42; 41, 45; 42, subscript; 42, 43; 42, 44; 43, identifier:match; 44, string:'scope'; 45, identifier:startswith; 46, argument_list; 46, 47; 47, string:'!'; 48, block; 48, 49; 48, 59; 49, expression_statement; 49, 50; 50, assignment; 50, 51; 50, 52; 51, identifier:scope; 52, subscript; 52, 53; 52, 56; 53, subscript; 53, 54; 53, 55; 54, identifier:match; 55, string:'scope'; 56, slice; 56, 57; 56, 58; 57, integer:1; 58, colon; 59, expression_statement; 59, 60; 60, assignment; 60, 61; 60, 62; 61, identifier:negative; 62, True; 63, else_clause; 63, 64; 64, block; 64, 65; 64, 71; 65, expression_statement; 65, 66; 66, assignment; 66, 67; 66, 68; 67, identifier:scope; 68, subscript; 68, 69; 68, 70; 69, identifier:match; 70, string:'scope'; 71, expression_statement; 71, 72; 72, assignment; 72, 73; 72, 74; 73, identifier:negative; 74, False; 75, comment; 76, comment; 77, if_statement; 77, 78; 77, 81; 77, 82; 77, 127; 77, 128; 77, 129; 77, 130; 77, 131; 77, 181; 77, 182; 77, 183; 77, 184; 77, 185; 77, 235; 77, 236; 78, comparison_operator:==; 78, 79; 78, 80; 79, identifier:scope; 80, string:'punctuation'; 81, comment; 82, block; 82, 83; 83, if_statement; 83, 84; 83, 122; 84, parenthesized_expression; 84, 85; 85, not_operator; 85, 86; 86, binary_operator:^; 86, 87; 86, 121; 87, parenthesized_expression; 87, 88; 88, boolean_operator:or; 88, 89; 88, 113; 89, boolean_operator:or; 89, 90; 89, 100; 90, parenthesized_expression; 90, 91; 91, boolean_operator:and; 91, 92; 91, 95; 92, comparison_operator:<; 92, 93; 92, 94; 93, identifier:chk; 94, integer:0; 95, comparison_operator:==; 95, 96; 95, 99; 96, subscript; 96, 97; 96, 98; 97, identifier:match; 98, string:'type'; 99, string:'prefix'; 100, parenthesized_expression; 100, 101; 101, boolean_operator:and; 101, 102; 101, 108; 102, comparison_operator:>=; 102, 103; 102, 104; 103, identifier:chk; 104, call; 104, 105; 104, 106; 105, identifier:len; 106, argument_list; 106, 107; 107, identifier:fixed_text; 108, comparison_operator:==; 108, 109; 108, 112; 109, subscript; 109, 110; 109, 111; 110, identifier:match; 111, string:'type'; 112, string:'suffix'; 113, call; 113, 114; 113, 117; 114, attribute; 114, 115; 114, 116; 115, identifier:validate; 116, identifier:is_punctuation; 117, argument_list; 117, 118; 118, subscript; 118, 119; 118, 120; 119, identifier:fixed_text; 120, identifier:chk; 121, identifier:negative; 122, block; 122, 123; 123, expression_statement; 123, 124; 124, assignment; 124, 125; 124, 126; 125, identifier:replace; 126, False; 127, comment; 128, comment; 129, comment; 130, comment; 131, elif_clause; 131, 132; 131, 135; 132, comparison_operator:==; 132, 133; 132, 134; 133, identifier:scope; 134, string:'vowel'; 135, block; 135, 136; 136, if_statement; 136, 137; 136, 176; 137, parenthesized_expression; 137, 138; 138, not_operator; 138, 139; 139, binary_operator:^; 139, 140; 139, 175; 140, parenthesized_expression; 140, 141; 141, boolean_operator:and; 141, 142; 141, 167; 142, parenthesized_expression; 142, 143; 143, boolean_operator:or; 143, 144; 143, 154; 144, parenthesized_expression; 144, 145; 145, boolean_operator:and; 145, 146; 145, 149; 146, comparison_operator:>=; 146, 147; 146, 148; 147, identifier:chk; 148, integer:0; 149, comparison_operator:==; 149, 150; 149, 153; 150, subscript; 150, 151; 150, 152; 151, identifier:match; 152, string:'type'; 153, string:'prefix'; 154, parenthesized_expression; 154, 155; 155, boolean_operator:and; 155, 156; 155, 162; 156, comparison_operator:<; 156, 157; 156, 158; 157, identifier:chk; 158, call; 158, 159; 158, 160; 159, identifier:len; 160, argument_list; 160, 161; 161, identifier:fixed_text; 162, comparison_operator:==; 162, 163; 162, 166; 163, subscript; 163, 164; 163, 165; 164, identifier:match; 165, string:'type'; 166, string:'suffix'; 167, call; 167, 168; 167, 171; 168, attribute; 168, 169; 168, 170; 169, identifier:validate; 170, identifier:is_vowel; 171, argument_list; 171, 172; 172, subscript; 172, 173; 172, 174; 173, identifier:fixed_text; 174, identifier:chk; 175, identifier:negative; 176, block; 176, 177; 177, expression_statement; 177, 178; 178, assignment; 178, 179; 178, 180; 179, identifier:replace; 180, False; 181, comment; 182, comment; 183, comment; 184, comment; 185, elif_clause; 185, 186; 185, 189; 186, comparison_operator:==; 186, 187; 186, 188; 187, identifier:scope; 188, string:'consonant'; 189, block; 189, 190; 190, if_statement; 190, 191; 190, 230; 191, parenthesized_expression; 191, 192; 192, not_operator; 192, 193; 193, binary_operator:^; 193, 194; 193, 229; 194, parenthesized_expression; 194, 195; 195, boolean_operator:and; 195, 196; 195, 221; 196, parenthesized_expression; 196, 197; 197, boolean_operator:or; 197, 198; 197, 208; 198, parenthesized_expression; 198, 199; 199, boolean_operator:and; 199, 200; 199, 203; 200, comparison_operator:>=; 200, 201; 200, 202; 201, identifier:chk; 202, integer:0; 203, comparison_operator:==; 203, 204; 203, 207; 204, subscript; 204, 205; 204, 206; 205, identifier:match; 206, string:'type'; 207, string:'prefix'; 208, parenthesized_expression; 208, 209; 209, boolean_operator:and; 209, 210; 209, 216; 210, comparison_operator:<; 210, 211; 210, 212; 211, identifier:chk; 212, call; 212, 213; 212, 214; 213, identifier:len; 214, argument_list; 214, 215; 215, identifier:fixed_text; 216, comparison_operator:==; 216, 217; 216, 220; 217, subscript; 217, 218; 217, 219; 218, identifier:match; 219, string:'type'; 220, string:'suffix'; 221, call; 221, 222; 221, 225; 222, attribute; 222, 223; 222, 224; 223, identifier:validate; 224, identifier:is_consonant; 225, argument_list; 225, 226; 226, subscript; 226, 227; 226, 228; 227, identifier:fixed_text; 228, identifier:chk; 229, identifier:negative; 230, block; 230, 231; 231, expression_statement; 231, 232; 232, assignment; 232, 233; 232, 234; 233, identifier:replace; 234, False; 235, comment; 236, elif_clause; 236, 237; 236, 240; 236, 241; 237, comparison_operator:==; 237, 238; 237, 239; 238, identifier:scope; 239, string:'exact'; 240, comment; 241, block; 241, 242; 241, 282; 241, 283; 242, if_statement; 242, 243; 242, 248; 242, 264; 243, comparison_operator:==; 243, 244; 243, 247; 244, subscript; 244, 245; 244, 246; 245, identifier:match; 246, string:'type'; 247, string:'prefix'; 248, block; 248, 249; 248, 260; 249, expression_statement; 249, 250; 250, assignment; 250, 251; 250, 252; 251, identifier:exact_start; 252, binary_operator:-; 252, 253; 252, 254; 253, identifier:cur; 254, call; 254, 255; 254, 256; 255, identifier:len; 256, argument_list; 256, 257; 257, subscript; 257, 258; 257, 259; 258, identifier:match; 259, string:'value'; 260, expression_statement; 260, 261; 261, assignment; 261, 262; 261, 263; 262, identifier:exact_end; 263, identifier:cur; 264, else_clause; 264, 265; 264, 266; 265, comment; 266, block; 266, 267; 266, 271; 267, expression_statement; 267, 268; 268, assignment; 268, 269; 268, 270; 269, identifier:exact_start; 270, identifier:cur_end; 271, expression_statement; 271, 272; 272, assignment; 272, 273; 272, 274; 273, identifier:exact_end; 274, binary_operator:+; 274, 275; 274, 276; 275, identifier:cur_end; 276, call; 276, 277; 276, 278; 277, identifier:len; 278, argument_list; 278, 279; 279, subscript; 279, 280; 279, 281; 280, identifier:match; 281, string:'value'; 282, comment; 283, if_statement; 283, 284; 283, 297; 284, not_operator; 284, 285; 285, call; 285, 286; 285, 289; 286, attribute; 286, 287; 286, 288; 287, identifier:validate; 288, identifier:is_exact; 289, argument_list; 289, 290; 289, 293; 289, 294; 289, 295; 289, 296; 290, subscript; 290, 291; 290, 292; 291, identifier:match; 292, string:'value'; 293, identifier:fixed_text; 294, identifier:exact_start; 295, identifier:exact_end; 296, identifier:negative; 297, block; 297, 298; 298, expression_statement; 298, 299; 299, assignment; 299, 300; 299, 301; 300, identifier:replace; 301, False; 302, comment; 303, return_statement; 303, 304; 304, identifier:replace
def process_match(match, fixed_text, cur, cur_end): """Processes a single match in rules""" # Set our tools # -- Initial/default value for replace replace = True # -- Set check cursor depending on match['type'] if match['type'] == 'prefix': chk = cur - 1 else: # suffix chk = cur_end # -- Set scope based on whether scope is negative if match['scope'].startswith('!'): scope = match['scope'][1:] negative = True else: scope = match['scope'] negative = False # Let the matching begin # -- Punctuations if scope == 'punctuation': # Conditions: XORd with negative if (not ((chk < 0 and match['type'] == 'prefix') or (chk >= len(fixed_text) and match['type'] == 'suffix') or validate.is_punctuation(fixed_text[chk])) ^ negative): replace = False # -- Vowels -- Checks: 1. Cursor should not be at first character # -- if prefix or last character if suffix, 2. Character at chk # -- should be a vowel. 3. 'negative' will invert the value of 1 # -- AND 2 elif scope == 'vowel': if (not (((chk >= 0 and match['type'] == 'prefix') or (chk < len(fixed_text) and match['type'] == 'suffix')) and validate.is_vowel(fixed_text[chk])) ^ negative): replace = False # -- Consonants -- Checks: 1. Cursor should not be at first # -- character if prefix or last character if suffix, 2. Character # -- at chk should be a consonant. 3. 'negative' will invert the # -- value of 1 AND 2 elif scope == 'consonant': if (not (((chk >= 0 and match['type'] == 'prefix') or (chk < len(fixed_text) and match['type'] == 'suffix')) and validate.is_consonant(fixed_text[chk])) ^ negative): replace = False # -- Exacts elif scope == 'exact': # Prepare cursor for exact search if match['type'] == 'prefix': exact_start = cur - len(match['value']) exact_end = cur else: # suffix exact_start = cur_end exact_end = cur_end + len(match['value']) # Validate exact find. if not validate.is_exact(match['value'], fixed_text, exact_start, exact_end, negative): replace = False # Return replace, which will be true if none of the checks above match return replace
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 11; 2, function_name:scatter_norrec; 3, parameters; 3, 4; 3, 5; 3, 8; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:filename; 7, None; 8, default_parameter; 8, 9; 8, 10; 9, identifier:individual; 10, False; 11, block; 11, 12; 11, 14; 11, 15; 11, 25; 11, 29; 11, 30; 11, 34; 11, 68; 11, 79; 11, 95; 11, 147; 11, 298; 12, expression_statement; 12, 13; 13, comment; 14, comment; 15, expression_statement; 15, 16; 16, assignment; 16, 17; 16, 18; 17, identifier:std_diff_labels; 18, dictionary; 18, 19; 18, 22; 19, pair; 19, 20; 19, 21; 20, string:'r'; 21, string:'rdiff'; 22, pair; 22, 23; 22, 24; 23, string:'rpha'; 24, string:'rphadiff'; 25, expression_statement; 25, 26; 26, assignment; 26, 27; 26, 28; 27, identifier:diff_labels; 28, identifier:std_diff_labels; 29, comment; 30, expression_statement; 30, 31; 31, assignment; 31, 32; 31, 33; 32, identifier:labels_to_use; 33, dictionary; 34, for_statement; 34, 35; 34, 38; 34, 43; 34, 44; 35, pattern_list; 35, 36; 35, 37; 36, identifier:key; 37, identifier:item; 38, call; 38, 39; 38, 42; 39, attribute; 39, 40; 39, 41; 40, identifier:diff_labels; 41, identifier:items; 42, argument_list; 43, comment; 44, block; 44, 45; 45, if_statement; 45, 46; 45, 61; 46, boolean_operator:and; 46, 47; 46, 54; 47, comparison_operator:in; 47, 48; 47, 49; 48, identifier:key; 49, attribute; 49, 50; 49, 53; 50, attribute; 50, 51; 50, 52; 51, identifier:self; 52, identifier:data; 53, identifier:columns; 54, comparison_operator:in; 54, 55; 54, 56; 55, identifier:item; 56, attribute; 56, 57; 56, 60; 57, attribute; 57, 58; 57, 59; 58, identifier:self; 59, identifier:data; 60, identifier:columns; 61, block; 61, 62; 62, expression_statement; 62, 63; 63, assignment; 63, 64; 63, 67; 64, subscript; 64, 65; 64, 66; 65, identifier:labels_to_use; 66, identifier:key; 67, identifier:item; 68, expression_statement; 68, 69; 69, assignment; 69, 70; 69, 71; 70, identifier:g_freq; 71, call; 71, 72; 71, 77; 72, attribute; 72, 73; 72, 76; 73, attribute; 73, 74; 73, 75; 74, identifier:self; 75, identifier:data; 76, identifier:groupby; 77, argument_list; 77, 78; 78, string:'frequency'; 79, expression_statement; 79, 80; 80, assignment; 80, 81; 80, 82; 81, identifier:frequencies; 82, call; 82, 83; 82, 84; 83, identifier:list; 84, argument_list; 84, 85; 85, call; 85, 86; 85, 87; 86, identifier:sorted; 87, argument_list; 87, 88; 88, call; 88, 89; 88, 94; 89, attribute; 89, 90; 89, 93; 90, attribute; 90, 91; 90, 92; 91, identifier:g_freq; 92, identifier:groups; 93, identifier:keys; 94, argument_list; 95, if_statement; 95, 96; 95, 97; 95, 106; 96, identifier:individual; 97, block; 97, 98; 97, 102; 98, expression_statement; 98, 99; 99, assignment; 99, 100; 99, 101; 100, identifier:figures; 101, dictionary; 102, expression_statement; 102, 103; 103, assignment; 103, 104; 103, 105; 104, identifier:axes_all; 105, dictionary; 106, else_clause; 106, 107; 107, block; 107, 108; 107, 119; 107, 126; 108, expression_statement; 108, 109; 109, assignment; 109, 110; 109, 111; 110, identifier:Nx; 111, call; 111, 112; 111, 113; 112, identifier:len; 113, argument_list; 113, 114; 114, call; 114, 115; 114, 118; 115, attribute; 115, 116; 115, 117; 116, identifier:labels_to_use; 117, identifier:keys; 118, argument_list; 119, expression_statement; 119, 120; 120, assignment; 120, 121; 120, 122; 121, identifier:Ny; 122, call; 122, 123; 122, 124; 123, identifier:len; 124, argument_list; 124, 125; 125, identifier:frequencies; 126, expression_statement; 126, 127; 127, assignment; 127, 128; 127, 131; 128, pattern_list; 128, 129; 128, 130; 129, identifier:fig; 130, identifier:axes; 131, call; 131, 132; 131, 135; 132, attribute; 132, 133; 132, 134; 133, identifier:plt; 134, identifier:subplots; 135, argument_list; 135, 136; 135, 137; 135, 138; 136, identifier:Ny; 137, identifier:Nx; 138, keyword_argument; 138, 139; 138, 140; 139, identifier:figsize; 140, tuple; 140, 141; 140, 144; 141, binary_operator:*; 141, 142; 141, 143; 142, identifier:Nx; 143, float:2.5; 144, binary_operator:*; 144, 145; 144, 146; 145, identifier:Ny; 146, float:2.5; 147, for_statement; 147, 148; 147, 153; 147, 157; 148, pattern_list; 148, 149; 148, 150; 149, identifier:row; 150, tuple_pattern; 150, 151; 150, 152; 151, identifier:name; 152, identifier:item; 153, call; 153, 154; 153, 155; 154, identifier:enumerate; 155, argument_list; 155, 156; 156, identifier:g_freq; 157, block; 157, 158; 157, 192; 157, 193; 157, 277; 158, if_statement; 158, 159; 158, 160; 158, 182; 159, identifier:individual; 160, block; 160, 161; 161, expression_statement; 161, 162; 162, assignment; 162, 163; 162, 166; 163, pattern_list; 163, 164; 163, 165; 164, identifier:fig; 165, identifier:axes_row; 166, call; 166, 167; 166, 170; 167, attribute; 167, 168; 167, 169; 168, identifier:plt; 169, identifier:subplots; 170, argument_list; 170, 171; 170, 172; 170, 173; 171, integer:1; 172, integer:2; 173, keyword_argument; 173, 174; 173, 175; 174, identifier:figsize; 175, tuple; 175, 176; 175, 179; 176, binary_operator:/; 176, 177; 176, 178; 177, integer:16; 178, float:2.54; 179, binary_operator:/; 179, 180; 179, 181; 180, integer:6; 181, float:2.54; 182, else_clause; 182, 183; 183, block; 183, 184; 184, expression_statement; 184, 185; 185, assignment; 185, 186; 185, 187; 186, identifier:axes_row; 187, subscript; 187, 188; 187, 189; 187, 190; 188, identifier:axes; 189, identifier:row; 190, slice; 190, 191; 191, colon; 192, comment; 193, for_statement; 193, 194; 193, 199; 193, 210; 194, pattern_list; 194, 195; 194, 196; 195, identifier:col_nr; 196, tuple_pattern; 196, 197; 196, 198; 197, identifier:key; 198, identifier:diff_column; 199, call; 199, 200; 199, 201; 200, identifier:enumerate; 201, argument_list; 201, 202; 202, call; 202, 203; 202, 204; 203, identifier:sorted; 204, argument_list; 204, 205; 205, call; 205, 206; 205, 209; 206, attribute; 206, 207; 206, 208; 207, identifier:labels_to_use; 208, identifier:items; 209, argument_list; 210, block; 210, 211; 210, 230; 210, 236; 210, 248; 210, 255; 210, 262; 211, expression_statement; 211, 212; 212, assignment; 212, 213; 212, 214; 213, identifier:indices; 214, subscript; 214, 215; 214, 229; 215, call; 215, 216; 215, 219; 216, attribute; 216, 217; 216, 218; 217, identifier:np; 218, identifier:where; 219, argument_list; 219, 220; 220, unary_operator:~; 220, 221; 221, call; 221, 222; 221, 225; 222, attribute; 222, 223; 222, 224; 223, identifier:np; 224, identifier:isnan; 225, argument_list; 225, 226; 226, subscript; 226, 227; 226, 228; 227, identifier:item; 228, identifier:diff_column; 229, integer:0; 230, expression_statement; 230, 231; 231, assignment; 231, 232; 231, 233; 232, identifier:ax; 233, subscript; 233, 234; 233, 235; 234, identifier:axes_row; 235, identifier:col_nr; 236, expression_statement; 236, 237; 237, call; 237, 238; 237, 241; 238, attribute; 238, 239; 238, 240; 239, identifier:ax; 240, identifier:scatter; 241, argument_list; 241, 242; 241, 245; 242, subscript; 242, 243; 242, 244; 243, identifier:item; 244, identifier:key; 245, subscript; 245, 246; 245, 247; 246, identifier:item; 247, identifier:diff_column; 248, expression_statement; 248, 249; 249, call; 249, 250; 249, 253; 250, attribute; 250, 251; 250, 252; 251, identifier:ax; 252, identifier:set_xlabel; 253, argument_list; 253, 254; 254, identifier:key; 255, expression_statement; 255, 256; 256, call; 256, 257; 256, 260; 257, attribute; 257, 258; 257, 259; 258, identifier:ax; 259, identifier:set_ylabel; 260, argument_list; 260, 261; 261, identifier:diff_column; 262, expression_statement; 262, 263; 263, call; 263, 264; 263, 267; 264, attribute; 264, 265; 264, 266; 265, identifier:ax; 266, identifier:set_title; 267, argument_list; 267, 268; 268, call; 268, 269; 268, 272; 269, attribute; 269, 270; 269, 271; 270, string:'N: {}'; 271, identifier:format; 272, argument_list; 272, 273; 273, call; 273, 274; 273, 275; 274, identifier:len; 275, argument_list; 275, 276; 276, identifier:indices; 277, if_statement; 277, 278; 277, 279; 278, identifier:individual; 279, block; 279, 280; 279, 286; 279, 292; 280, expression_statement; 280, 281; 281, call; 281, 282; 281, 285; 282, attribute; 282, 283; 282, 284; 283, identifier:fig; 284, identifier:tight_layout; 285, argument_list; 286, expression_statement; 286, 287; 287, assignment; 287, 288; 287, 291; 288, subscript; 288, 289; 288, 290; 289, identifier:figures; 290, identifier:name; 291, identifier:fig; 292, expression_statement; 292, 293; 293, assignment; 293, 294; 293, 297; 294, subscript; 294, 295; 294, 296; 295, identifier:axes_all; 296, identifier:name; 297, identifier:axes_row; 298, if_statement; 298, 299; 298, 300; 298, 305; 299, identifier:individual; 300, block; 300, 301; 301, return_statement; 301, 302; 302, expression_list; 302, 303; 302, 304; 303, identifier:figures; 304, identifier:axes_all; 305, else_clause; 305, 306; 306, block; 306, 307; 306, 313; 307, expression_statement; 307, 308; 308, call; 308, 309; 308, 312; 309, attribute; 309, 310; 309, 311; 310, identifier:fig; 311, identifier:tight_layout; 312, argument_list; 313, return_statement; 313, 314; 314, expression_list; 314, 315; 314, 316; 315, identifier:fig; 316, identifier:axes
def scatter_norrec(self, filename=None, individual=False): """Create a scatter plot for all diff pairs Parameters ---------- filename : string, optional if given, save plot to file individual : bool, optional if set to True, return one figure for each row Returns ------- fig : matplotlib.Figure or list of :py:class:`matplotlib.Figure.Figure` objects the figure object axes : list of matplotlib.axes the individual axes """ # if not otherwise specified, use these column pairs: std_diff_labels = { 'r': 'rdiff', 'rpha': 'rphadiff', } diff_labels = std_diff_labels # check which columns are present in the data labels_to_use = {} for key, item in diff_labels.items(): # only use if BOTH columns are present if key in self.data.columns and item in self.data.columns: labels_to_use[key] = item g_freq = self.data.groupby('frequency') frequencies = list(sorted(g_freq.groups.keys())) if individual: figures = {} axes_all = {} else: Nx = len(labels_to_use.keys()) Ny = len(frequencies) fig, axes = plt.subplots( Ny, Nx, figsize=(Nx * 2.5, Ny * 2.5) ) for row, (name, item) in enumerate(g_freq): if individual: fig, axes_row = plt.subplots( 1, 2, figsize=(16 / 2.54, 6 / 2.54)) else: axes_row = axes[row, :] # loop over the various columns for col_nr, (key, diff_column) in enumerate( sorted(labels_to_use.items())): indices = np.where(~np.isnan(item[diff_column]))[0] ax = axes_row[col_nr] ax.scatter( item[key], item[diff_column], ) ax.set_xlabel(key) ax.set_ylabel(diff_column) ax.set_title('N: {}'.format(len(indices))) if individual: fig.tight_layout() figures[name] = fig axes_all[name] = axes_row if individual: return figures, axes_all else: fig.tight_layout() return fig, axes
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 14; 2, function_name:get_spectrum; 3, parameters; 3, 4; 3, 5; 3, 8; 3, 11; 4, identifier:self; 5, default_parameter; 5, 6; 5, 7; 6, identifier:nr_id; 7, None; 8, default_parameter; 8, 9; 8, 10; 9, identifier:abmn; 10, None; 11, default_parameter; 11, 12; 11, 13; 12, identifier:plot_filename; 13, None; 14, block; 14, 15; 14, 17; 14, 25; 14, 26; 14, 77; 14, 78; 14, 99; 14, 120; 14, 121; 14, 125; 14, 129; 14, 163; 14, 197; 14, 248; 15, expression_statement; 15, 16; 16, comment; 17, assert_statement; 17, 18; 18, boolean_operator:or; 18, 19; 18, 22; 19, comparison_operator:is; 19, 20; 19, 21; 20, identifier:nr_id; 21, None; 22, comparison_operator:is; 22, 23; 22, 24; 23, identifier:abmn; 24, None; 25, comment; 26, if_statement; 26, 27; 26, 30; 27, comparison_operator:is; 27, 28; 27, 29; 28, identifier:abmn; 29, None; 30, block; 30, 31; 30, 53; 30, 66; 30, 67; 31, expression_statement; 31, 32; 32, assignment; 32, 33; 32, 34; 33, identifier:subdata; 34, call; 34, 35; 34, 51; 35, attribute; 35, 36; 35, 50; 36, call; 36, 37; 36, 42; 37, attribute; 37, 38; 37, 41; 38, attribute; 38, 39; 38, 40; 39, identifier:self; 40, identifier:data; 41, identifier:query; 42, argument_list; 42, 43; 43, call; 43, 44; 43, 47; 44, attribute; 44, 45; 44, 46; 45, string:'a == {} and b == {} and m == {} and n == {}'; 46, identifier:format; 47, argument_list; 47, 48; 48, list_splat; 48, 49; 49, identifier:abmn; 50, identifier:sort_values; 51, argument_list; 51, 52; 52, string:'frequency'; 53, if_statement; 53, 54; 53, 61; 54, comparison_operator:==; 54, 55; 54, 60; 55, subscript; 55, 56; 55, 59; 56, attribute; 56, 57; 56, 58; 57, identifier:subdata; 58, identifier:shape; 59, integer:0; 60, integer:0; 61, block; 61, 62; 62, return_statement; 62, 63; 63, expression_list; 63, 64; 63, 65; 64, None; 65, None; 66, comment; 67, expression_statement; 67, 68; 68, assignment; 68, 69; 68, 70; 69, identifier:nr_id; 70, subscript; 70, 71; 70, 76; 71, attribute; 71, 72; 71, 75; 72, subscript; 72, 73; 72, 74; 73, identifier:subdata; 74, string:'id'; 75, identifier:iloc; 76, integer:0; 77, comment; 78, expression_statement; 78, 79; 79, assignment; 79, 80; 79, 81; 80, identifier:subdata_nor; 81, call; 81, 82; 81, 97; 82, attribute; 82, 83; 82, 96; 83, call; 83, 84; 83, 89; 84, attribute; 84, 85; 84, 88; 85, attribute; 85, 86; 85, 87; 86, identifier:self; 87, identifier:data; 88, identifier:query; 89, argument_list; 89, 90; 90, call; 90, 91; 90, 94; 91, attribute; 91, 92; 91, 93; 92, string:'id == {} and norrec=="nor"'; 93, identifier:format; 94, argument_list; 94, 95; 95, identifier:nr_id; 96, identifier:sort_values; 97, argument_list; 97, 98; 98, string:'frequency'; 99, expression_statement; 99, 100; 100, assignment; 100, 101; 100, 102; 101, identifier:subdata_rec; 102, call; 102, 103; 102, 118; 103, attribute; 103, 104; 103, 117; 104, call; 104, 105; 104, 110; 105, attribute; 105, 106; 105, 109; 106, attribute; 106, 107; 106, 108; 107, identifier:self; 108, identifier:data; 109, identifier:query; 110, argument_list; 110, 111; 111, call; 111, 112; 111, 115; 112, attribute; 112, 113; 112, 114; 113, string:'id == {} and norrec=="rec"'; 114, identifier:format; 115, argument_list; 115, 116; 116, identifier:nr_id; 117, identifier:sort_values; 118, argument_list; 118, 119; 119, string:'frequency'; 120, comment; 121, expression_statement; 121, 122; 122, assignment; 122, 123; 122, 124; 123, identifier:spectrum_nor; 124, None; 125, expression_statement; 125, 126; 126, assignment; 126, 127; 126, 128; 127, identifier:spectrum_rec; 128, None; 129, if_statement; 129, 130; 129, 137; 130, comparison_operator:>; 130, 131; 130, 136; 131, subscript; 131, 132; 131, 135; 132, attribute; 132, 133; 132, 134; 133, identifier:subdata_nor; 134, identifier:shape; 135, integer:0; 136, integer:0; 137, block; 137, 138; 138, expression_statement; 138, 139; 139, assignment; 139, 140; 139, 141; 140, identifier:spectrum_nor; 141, call; 141, 142; 141, 145; 142, attribute; 142, 143; 142, 144; 143, identifier:eis_plot; 144, identifier:sip_response; 145, argument_list; 145, 146; 145, 153; 145, 158; 146, keyword_argument; 146, 147; 146, 148; 147, identifier:frequencies; 148, attribute; 148, 149; 148, 152; 149, subscript; 149, 150; 149, 151; 150, identifier:subdata_nor; 151, string:'frequency'; 152, identifier:values; 153, keyword_argument; 153, 154; 153, 155; 154, identifier:rmag; 155, subscript; 155, 156; 155, 157; 156, identifier:subdata_nor; 157, string:'r'; 158, keyword_argument; 158, 159; 158, 160; 159, identifier:rpha; 160, subscript; 160, 161; 160, 162; 161, identifier:subdata_nor; 162, string:'rpha'; 163, if_statement; 163, 164; 163, 171; 164, comparison_operator:>; 164, 165; 164, 170; 165, subscript; 165, 166; 165, 169; 166, attribute; 166, 167; 166, 168; 167, identifier:subdata_rec; 168, identifier:shape; 169, integer:0; 170, integer:0; 171, block; 171, 172; 172, expression_statement; 172, 173; 173, assignment; 173, 174; 173, 175; 174, identifier:spectrum_rec; 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def get_spectrum(self, nr_id=None, abmn=None, plot_filename=None): """Return a spectrum and its reciprocal counter part, if present in the dataset. Optimally, refer to the spectrum by its normal-reciprocal id. Returns ------- spectrum_nor : :py:class:`reda.eis.plots.sip_response` Normal spectrum. None if no normal spectrum is available spectrum_rec : :py:class:`reda.eis.plots.sip_response` or None Reciprocal spectrum. None if no reciprocal spectrum is available fig : :py:class:`matplotlib.Figure.Figure` , optional Figure object (only if plot_filename is set) """ assert nr_id is None or abmn is None # determine nr_id for given abmn tuple if abmn is not None: subdata = self.data.query( 'a == {} and b == {} and m == {} and n == {}'.format(*abmn) ).sort_values('frequency') if subdata.shape[0] == 0: return None, None # determine the norrec-id of this spectrum nr_id = subdata['id'].iloc[0] # get spectra subdata_nor = self.data.query( 'id == {} and norrec=="nor"'.format(nr_id) ).sort_values('frequency') subdata_rec = self.data.query( 'id == {} and norrec=="rec"'.format(nr_id) ).sort_values('frequency') # create spectrum objects spectrum_nor = None spectrum_rec = None if subdata_nor.shape[0] > 0: spectrum_nor = eis_plot.sip_response( frequencies=subdata_nor['frequency'].values, rmag=subdata_nor['r'], rpha=subdata_nor['rpha'], ) if subdata_rec.shape[0] > 0: spectrum_rec = eis_plot.sip_response( frequencies=subdata_rec['frequency'].values, rmag=subdata_rec['r'], rpha=subdata_rec['rpha'], ) if plot_filename is not None: if spectrum_nor is not None: fig = spectrum_nor.plot( plot_filename, reciprocal=spectrum_rec, return_fig=True, title='a: {} b: {} m: {}: n: {}'.format( *subdata_nor[['a', 'b', 'm', 'n']].values[0, :] ) ) return spectrum_nor, spectrum_rec, fig return spectrum_nor, spectrum_rec
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def import_bin(filename, **kwargs): """Read a .bin file generated by the IRIS Instruments Syscal Pro System and return a curated dataframe for further processing. This dataframe contains only information currently deemed important. Use the function reda.importers.iris_syscal_pro_binary._import_bin to extract ALL information from a given .bin file. Parameters ---------- filename : string path to input filename x0 : float, optional position of first electrode. If not given, then use the smallest x-position in the data as the first electrode. spacing : float electrode spacing. This is important if not all electrodes are used in a given measurement setup. If not given, then the smallest distance between electrodes is assumed to be the electrode spacing. Naturally, this requires measurements (or injections) with subsequent electrodes. reciprocals : int, optional if provided, then assume that this is a reciprocal measurements where only the electrode cables were switched. The provided number N is treated as the maximum electrode number, and denotations are renamed according to the equation :math:`X_n = N - (X_a - 1)` check_meas_nums : bool if True, then check that the measurement numbers are consecutive. Don't return data after a jump to smaller measurement numbers (this usually indicates that more data points were downloaded than are part of a specific measurement. Default: True skip_rows : int Ignore this number of rows at the beginning, e.g., because they were inadvertently imported from an earlier measurement. Default: 0 Returns ------- data : :py:class:`pandas.DataFrame` Contains the measurement data electrodes : :py:class:`pandas.DataFrame` Contains electrode positions (None at the moment) topography : None No topography information is contained in the text files, so we always return None """ metadata, data_raw = _import_bin(filename) skip_rows = kwargs.get('skip_rows', 0) if skip_rows > 0: data_raw.drop(data_raw.index[range(0, skip_rows)], inplace=True) data_raw = data_raw.reset_index() if kwargs.get('check_meas_nums', True): # check that first number is 0 if data_raw['measurement_num'].iloc[0] != 0: print('WARNING: Measurement numbers do not start with 0 ' + '(did you download ALL data?)') # check that all measurement numbers increase by one if not np.all(np.diff(data_raw['measurement_num'])) == 1: print( 'WARNING ' 'Measurement numbers are not consecutive. ' 'Perhaps the first measurement belongs to another measurement?' ' Use the skip_rows parameter to skip those measurements' ) # now check if there is a jump in measurement numbers somewhere # ignore first entry as this will always be nan diff = data_raw['measurement_num'].diff()[1:] jump = np.where(diff != 1)[0] if len(jump) > 0: print('WARNING: One or more jumps in measurement numbers detected') print('The jump indices are:') for jump_nr in jump: print(jump_nr) print('Removing data points subsequent to the first jump') data_raw = data_raw.iloc[0:jump[0] + 1, :] if data_raw.shape[0] == 0: # no data present, return a bare DataFrame return pd.DataFrame(columns=['a', 'b', 'm', 'n', 'r']), None, None data = _convert_coords_to_abmn_X( data_raw[['x_a', 'x_b', 'x_m', 'x_n']], **kwargs ) # [mV] / [mA] data['r'] = data_raw['vp'] / data_raw['Iab'] data['Vmn'] = data_raw['vp'] data['vab'] = data_raw['vab'] data['Iab'] = data_raw['Iab'] data['mdelay'] = data_raw['mdelay'] data['Tm'] = data_raw['Tm'] data['Mx'] = data_raw['Mx'] data['chargeability'] = data_raw['m'] data['q'] = data_raw['q'] # rename electrode denotations rec_max = kwargs.get('reciprocals', None) if rec_max is not None: print('renumbering electrode numbers') data[['a', 'b', 'm', 'n']] = rec_max + 1 - data[['a', 'b', 'm', 'n']] # print(data) return data, None, None
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109, identifier:history; 110, string:''; 111, pair; 111, 112; 111, 113; 112, string:'as-of'; 113, conditional_expression:if; 113, 114; 113, 118; 113, 119; 114, call; 114, 115; 114, 116; 115, identifier:int; 116, argument_list; 116, 117; 117, identifier:as_of; 118, identifier:as_of; 119, string:''; 120, pair; 120, 121; 120, 122; 121, string:'since'; 122, conditional_expression:if; 122, 123; 122, 127; 122, 128; 123, call; 123, 124; 123, 125; 124, identifier:int; 125, argument_list; 125, 126; 126, identifier:since; 127, identifier:since; 128, string:''; 129, expression_statement; 129, 130; 130, assignment; 130, 131; 130, 134; 131, subscript; 131, 132; 131, 133; 132, identifier:data; 133, string:'limit'; 134, binary_operator:+; 134, 135; 134, 136; 135, identifier:offset; 136, identifier:chunk; 137, expression_statement; 137, 138; 138, assignment; 138, 139; 138, 140; 139, identifier:rs; 140, True; 141, while_statement; 141, 142; 141, 153; 142, boolean_operator:and; 142, 143; 142, 144; 143, identifier:rs; 144, parenthesized_expression; 144, 145; 145, comparison_operator:<; 145, 146; 145, 149; 146, subscript; 146, 147; 146, 148; 147, identifier:data; 148, string:'offset'; 149, parenthesized_expression; 149, 150; 150, boolean_operator:or; 150, 151; 150, 152; 151, identifier:limit; 152, integer:1000000000; 153, block; 153, 154; 153, 164; 153, 184; 153, 195; 153, 207; 153, 227; 153, 234; 154, expression_statement; 154, 155; 155, assignment; 155, 156; 155, 157; 156, identifier:ta; 157, call; 157, 158; 157, 163; 158, attribute; 158, 159; 158, 162; 159, attribute; 159, 160; 159, 161; 160, identifier:datetime; 161, identifier:datetime; 162, identifier:now; 163, argument_list; 164, expression_statement; 164, 165; 165, assignment; 165, 166; 165, 167; 166, identifier:rs; 167, call; 167, 168; 167, 171; 168, attribute; 168, 169; 168, 170; 169, identifier:self; 170, identifier:rest; 171, argument_list; 171, 172; 171, 173; 171, 178; 171, 181; 172, string:'GET'; 173, binary_operator:+; 173, 174; 173, 177; 174, attribute; 174, 175; 174, 176; 175, identifier:self; 176, identifier:uri_db; 177, string:'-/datoms'; 178, keyword_argument; 178, 179; 178, 180; 179, identifier:data; 180, identifier:data; 181, keyword_argument; 181, 182; 181, 183; 182, identifier:parse; 183, True; 184, if_statement; 184, 185; 184, 190; 185, not_operator; 185, 186; 186, call; 186, 187; 186, 188; 187, identifier:len; 188, argument_list; 188, 189; 189, identifier:rs; 190, block; 190, 191; 191, expression_statement; 191, 192; 192, assignment; 192, 193; 192, 194; 193, identifier:rs; 194, False; 195, expression_statement; 195, 196; 196, assignment; 196, 197; 196, 198; 197, identifier:tb; 198, binary_operator:-; 198, 199; 198, 206; 199, call; 199, 200; 199, 205; 200, attribute; 200, 201; 200, 204; 201, attribute; 201, 202; 201, 203; 202, identifier:datetime; 203, identifier:datetime; 204, identifier:now; 205, argument_list; 206, identifier:ta; 207, print_statement; 207, 208; 208, call; 208, 209; 208, 210; 209, identifier:cl; 210, argument_list; 210, 211; 210, 226; 211, binary_operator:%; 211, 212; 211, 213; 212, string:'<<< fetched %i datoms at offset %i in %sms'; 213, tuple; 213, 214; 213, 218; 213, 221; 214, call; 214, 215; 214, 216; 215, identifier:len; 216, argument_list; 216, 217; 217, identifier:rs; 218, subscript; 218, 219; 218, 220; 219, identifier:data; 220, string:'offset'; 221, binary_operator:/; 221, 222; 221, 225; 222, attribute; 222, 223; 222, 224; 223, identifier:tb; 224, identifier:microseconds; 225, float:1000.0; 226, string:'cyan'; 227, for_statement; 227, 228; 227, 229; 227, 230; 228, identifier:r; 229, identifier:rs; 230, block; 230, 231; 231, expression_statement; 231, 232; 232, yield; 232, 233; 233, identifier:r; 234, expression_statement; 234, 235; 235, augmented_assignment:+=; 235, 236; 235, 239; 236, subscript; 236, 237; 236, 238; 237, identifier:data; 238, string:'offset'; 239, identifier:chunk
def datoms(self, index='aevt', e='', a='', v='', limit=0, offset=0, chunk=100, start='', end='', since='', as_of='', history='', **kwargs): """ Returns a lazy generator that will only fetch groups of datoms at the chunk size specified. http://docs.datomic.com/clojure/index.html#datomic.api/datoms """ assert index in ['aevt','eavt','avet','vaet'], "non-existant index" data = {'index': index, 'a': ':{0}'.format(a) if a else '', 'v': dump_edn_val(v) if v else '', 'e': int(e) if e else '', 'offset': offset or 0, 'start': start, 'end': end, 'limit': limit, 'history': 'true' if history else '', 'as-of': int(as_of) if as_of else '', 'since': int(since) if since else '', } data['limit'] = offset + chunk rs = True while rs and (data['offset'] < (limit or 1000000000)): ta = datetime.datetime.now() rs = self.rest('GET', self.uri_db + '-/datoms', data=data, parse=True) if not len(rs): rs = False tb = datetime.datetime.now() - ta print cl('<<< fetched %i datoms at offset %i in %sms' % ( len(rs), data['offset'], tb.microseconds/1000.0), 'cyan') for r in rs: yield r data['offset'] += chunk
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 9; 2, function_name:add; 3, parameters; 3, 4; 3, 5; 3, 7; 4, identifier:self; 5, list_splat_pattern; 5, 6; 6, identifier:args; 7, dictionary_splat_pattern; 7, 8; 8, identifier:kwargs; 9, block; 9, 10; 9, 12; 9, 19; 9, 32; 9, 149; 9, 151; 9, 174; 9, 176; 9, 205; 9, 207; 9, 369; 9, 371; 10, expression_statement; 10, 11; 11, comment; 12, assert_statement; 12, 13; 12, 18; 13, comparison_operator:is; 13, 14; 13, 17; 14, attribute; 14, 15; 14, 16; 15, identifier:self; 16, identifier:resp; 17, None; 18, string:"Transaction already committed"; 19, expression_statement; 19, 20; 20, assignment; 20, 21; 20, 25; 21, pattern_list; 21, 22; 21, 23; 21, 24; 22, identifier:entity; 23, identifier:av_pairs; 24, identifier:args; 25, expression_list; 25, 26; 25, 27; 25, 28; 26, None; 27, list:[]; 28, call; 28, 29; 28, 30; 29, identifier:list; 30, argument_list; 30, 31; 31, identifier:args; 32, if_statement; 32, 33; 32, 37; 33, call; 33, 34; 33, 35; 34, identifier:len; 35, argument_list; 35, 36; 36, identifier:args; 37, block; 37, 38; 37, 124; 37, 126; 38, if_statement; 38, 39; 38, 48; 38, 63; 39, call; 39, 40; 39, 41; 40, identifier:isinstance; 41, argument_list; 41, 42; 41, 45; 42, subscript; 42, 43; 42, 44; 43, identifier:args; 44, integer:0; 45, tuple; 45, 46; 45, 47; 46, identifier:int; 47, identifier:long; 48, block; 48, 49; 48, 51; 49, expression_statement; 49, 50; 50, string:" first arg is an entity or tempid"; 51, expression_statement; 51, 52; 52, assignment; 52, 53; 52, 54; 53, identifier:entity; 54, call; 54, 55; 54, 56; 55, identifier:E; 56, argument_list; 56, 57; 56, 60; 57, subscript; 57, 58; 57, 59; 58, identifier:args; 59, integer:0; 60, keyword_argument; 60, 61; 60, 62; 61, identifier:tx; 62, identifier:self; 63, elif_clause; 63, 64; 63, 71; 64, call; 64, 65; 64, 66; 65, identifier:isinstance; 66, argument_list; 66, 67; 66, 70; 67, subscript; 67, 68; 67, 69; 68, identifier:args; 69, integer:0; 70, identifier:E; 71, block; 71, 72; 71, 74; 72, expression_statement; 72, 73; 73, string:" dont resuse entity from another tx"; 74, if_statement; 74, 75; 74, 82; 74, 89; 75, comparison_operator:is; 75, 76; 75, 81; 76, attribute; 76, 77; 76, 80; 77, subscript; 77, 78; 77, 79; 78, identifier:args; 79, integer:0; 80, identifier:_tx; 81, identifier:self; 82, block; 82, 83; 83, expression_statement; 83, 84; 84, assignment; 84, 85; 84, 86; 85, identifier:entity; 86, subscript; 86, 87; 86, 88; 87, identifier:args; 88, integer:0; 89, else_clause; 89, 90; 90, block; 90, 91; 90, 118; 91, if_statement; 91, 92; 91, 100; 92, comparison_operator:>; 92, 93; 92, 99; 93, call; 93, 94; 93, 95; 94, identifier:int; 95, argument_list; 95, 96; 96, subscript; 96, 97; 96, 98; 97, identifier:args; 98, integer:0; 99, integer:0; 100, block; 100, 101; 100, 103; 101, expression_statement; 101, 102; 102, string:" use the entity id on a new obj"; 103, expression_statement; 103, 104; 104, assignment; 104, 105; 104, 106; 105, identifier:entity; 106, call; 106, 107; 106, 108; 107, identifier:E; 108, argument_list; 108, 109; 108, 115; 109, call; 109, 110; 109, 111; 110, identifier:int; 111, argument_list; 111, 112; 112, subscript; 112, 113; 112, 114; 113, identifier:args; 114, integer:0; 115, keyword_argument; 115, 116; 115, 117; 116, identifier:tx; 117, identifier:self; 118, expression_statement; 118, 119; 119, assignment; 119, 120; 119, 123; 120, subscript; 120, 121; 120, 122; 121, identifier:args; 122, integer:0; 123, None; 124, expression_statement; 124, 125; 125, string:" drop the first arg"; 126, if_statement; 126, 127; 126, 139; 127, boolean_operator:or; 127, 128; 127, 131; 128, comparison_operator:is; 128, 129; 128, 130; 129, identifier:entity; 130, None; 131, comparison_operator:in; 131, 132; 131, 135; 132, subscript; 132, 133; 132, 134; 133, identifier:args; 134, integer:0; 135, tuple; 135, 136; 135, 137; 135, 138; 136, None; 137, False; 138, integer:0; 139, block; 139, 140; 140, expression_statement; 140, 141; 141, assignment; 141, 142; 141, 143; 142, identifier:v; 143, call; 143, 144; 143, 147; 144, attribute; 144, 145; 144, 146; 145, identifier:args; 146, identifier:pop; 147, argument_list; 147, 148; 148, integer:0; 149, expression_statement; 149, 150; 150, string:" auto generate a temp id?"; 151, if_statement; 151, 152; 151, 155; 152, comparison_operator:is; 152, 153; 152, 154; 153, identifier:entity; 154, None; 155, block; 155, 156; 155, 168; 156, expression_statement; 156, 157; 157, assignment; 157, 158; 157, 159; 158, identifier:entity; 159, call; 159, 160; 159, 161; 160, identifier:E; 161, argument_list; 161, 162; 161, 165; 162, attribute; 162, 163; 162, 164; 163, identifier:self; 164, identifier:ctmpid; 165, keyword_argument; 165, 166; 165, 167; 166, identifier:tx; 167, identifier:self; 168, expression_statement; 168, 169; 169, augmented_assignment:-=; 169, 170; 169, 173; 170, attribute; 170, 171; 170, 172; 171, identifier:self; 172, identifier:ctmpid; 173, integer:1; 174, expression_statement; 174, 175; 175, string:" a,v from kwargs"; 176, if_statement; 176, 177; 176, 185; 177, boolean_operator:and; 177, 178; 177, 184; 178, comparison_operator:==; 178, 179; 178, 183; 179, call; 179, 180; 179, 181; 180, identifier:len; 181, argument_list; 181, 182; 182, identifier:args; 183, integer:0; 184, identifier:kwargs; 185, block; 185, 186; 186, for_statement; 186, 187; 186, 190; 186, 195; 187, pattern_list; 187, 188; 187, 189; 188, identifier:a; 189, identifier:v; 190, call; 190, 191; 190, 194; 191, attribute; 191, 192; 191, 193; 192, identifier:kwargs; 193, identifier:iteritems; 194, argument_list; 195, block; 195, 196; 196, expression_statement; 196, 197; 197, call; 197, 198; 197, 201; 198, attribute; 198, 199; 198, 200; 199, identifier:self; 200, identifier:addeav; 201, argument_list; 201, 202; 201, 203; 201, 204; 202, identifier:entity; 203, identifier:a; 204, identifier:v; 205, expression_statement; 205, 206; 206, string:" a,v from args "; 207, if_statement; 207, 208; 207, 212; 208, call; 208, 209; 208, 210; 209, identifier:len; 210, argument_list; 210, 211; 211, identifier:args; 212, block; 212, 213; 212, 225; 213, assert_statement; 213, 214; 213, 222; 214, comparison_operator:==; 214, 215; 214, 221; 215, binary_operator:%; 215, 216; 215, 220; 216, call; 216, 217; 216, 218; 217, identifier:len; 218, argument_list; 218, 219; 219, identifier:args; 220, integer:2; 221, integer:0; 222, binary_operator:%; 222, 223; 222, 224; 223, string:"imbalanced a,v in args: "; 224, identifier:args; 225, for_statement; 225, 226; 225, 229; 225, 233; 226, pattern_list; 226, 227; 226, 228; 227, identifier:first; 228, identifier:second; 229, call; 229, 230; 229, 231; 230, identifier:pairwise; 231, argument_list; 231, 232; 232, identifier:args; 233, block; 233, 234; 233, 249; 234, if_statement; 234, 235; 234, 242; 235, not_operator; 235, 236; 236, call; 236, 237; 236, 240; 237, attribute; 237, 238; 237, 239; 238, identifier:first; 239, identifier:startswith; 240, argument_list; 240, 241; 241, string:':'; 242, block; 242, 243; 243, expression_statement; 243, 244; 244, assignment; 244, 245; 244, 246; 245, identifier:first; 246, binary_operator:+; 246, 247; 246, 248; 247, string:':'; 248, identifier:first; 249, if_statement; 249, 250; 249, 257; 249, 292; 249, 325; 249, 359; 250, not_operator; 250, 251; 251, call; 251, 252; 251, 255; 252, attribute; 252, 253; 252, 254; 253, identifier:first; 254, identifier:endswith; 255, argument_list; 255, 256; 256, string:'/'; 257, block; 257, 258; 257, 260; 257, 291; 258, expression_statement; 258, 259; 259, string:" longhand used: blah/blah "; 260, if_statement; 260, 261; 260, 266; 260, 280; 261, call; 261, 262; 261, 263; 262, identifier:isinstance; 263, argument_list; 263, 264; 263, 265; 264, identifier:second; 265, identifier:list; 266, block; 266, 267; 267, for_statement; 267, 268; 267, 269; 267, 270; 268, identifier:v; 269, identifier:second; 270, block; 270, 271; 271, expression_statement; 271, 272; 272, call; 272, 273; 272, 276; 273, attribute; 273, 274; 273, 275; 274, identifier:self; 275, identifier:addeav; 276, argument_list; 276, 277; 276, 278; 276, 279; 277, identifier:entity; 278, identifier:first; 279, identifier:v; 280, else_clause; 280, 281; 281, block; 281, 282; 282, expression_statement; 282, 283; 283, call; 283, 284; 283, 287; 284, attribute; 284, 285; 284, 286; 285, identifier:self; 286, identifier:addeav; 287, argument_list; 287, 288; 287, 289; 287, 290; 288, identifier:entity; 289, identifier:first; 290, identifier:second; 291, continue_statement; 292, elif_clause; 292, 293; 292, 298; 293, call; 293, 294; 293, 295; 294, identifier:isinstance; 295, argument_list; 295, 296; 295, 297; 296, identifier:second; 297, identifier:dict; 298, block; 298, 299; 298, 301; 299, expression_statement; 299, 300; 300, string:" shorthand used: blah/, dict "; 301, for_statement; 301, 302; 301, 305; 301, 310; 302, pattern_list; 302, 303; 302, 304; 303, identifier:a; 304, identifier:v; 305, call; 305, 306; 305, 309; 306, attribute; 306, 307; 306, 308; 307, identifier:second; 308, identifier:iteritems; 309, argument_list; 310, block; 310, 311; 310, 324; 311, expression_statement; 311, 312; 312, call; 312, 313; 312, 316; 313, attribute; 313, 314; 313, 315; 314, identifier:self; 315, identifier:addeav; 316, argument_list; 316, 317; 316, 318; 316, 323; 317, identifier:entity; 318, binary_operator:%; 318, 319; 318, 320; 319, string:"%s%s"; 320, tuple; 320, 321; 320, 322; 321, identifier:first; 322, identifier:a; 323, identifier:v; 324, continue_statement; 325, elif_clause; 325, 326; 325, 333; 326, call; 326, 327; 326, 328; 327, identifier:isinstance; 328, argument_list; 328, 329; 328, 330; 329, identifier:second; 330, tuple; 330, 331; 330, 332; 331, identifier:list; 332, identifier:tuple; 333, block; 333, 334; 333, 336; 334, expression_statement; 334, 335; 335, string:" shorthand used: blah/, list|tuple "; 336, for_statement; 336, 337; 336, 340; 336, 344; 337, pattern_list; 337, 338; 337, 339; 338, identifier:a; 339, identifier:v; 340, call; 340, 341; 340, 342; 341, identifier:pairwise; 342, argument_list; 342, 343; 343, identifier:second; 344, block; 344, 345; 344, 358; 345, expression_statement; 345, 346; 346, call; 346, 347; 346, 350; 347, attribute; 347, 348; 347, 349; 348, identifier:self; 349, identifier:addeav; 350, argument_list; 350, 351; 350, 352; 350, 357; 351, identifier:entity; 352, binary_operator:%; 352, 353; 352, 354; 353, string:"%s%s"; 354, tuple; 354, 355; 354, 356; 355, identifier:first; 356, identifier:a; 357, identifier:v; 358, continue_statement; 359, else_clause; 359, 360; 360, block; 360, 361; 361, raise_statement; 361, 362; 362, expression_list; 362, 363; 362, 364; 363, identifier:Exception; 364, binary_operator:%; 364, 365; 364, 366; 365, string:"invalid pair: %s : %s"; 366, tuple; 366, 367; 366, 368; 367, identifier:first; 368, identifier:second; 369, expression_statement; 369, 370; 370, string:"pass back the entity so it can be resolved after tx()"; 371, return_statement; 371, 372; 372, identifier:entity
def add(self, *args, **kwargs): """ Accumulate datums for the transaction Start a transaction on an existing db connection >>> tx = TX(db) Get get an entity object with a tempid >>> ref = add() >>> ref = add(0) >>> ref = add(None) >>> ref = add(False) Entity id passed as first argument (int|long) >>> tx.add(1, 'thing/name', 'value') Shorthand form for multiple attributes sharing a root namespace >>> tx.add(':thing/', {'name':'value', 'tag':'value'}) Attributes with a value of None are ignored >>> tx.add(':thing/ignored', None) Add multiple datums for an attribute with carinality:many >>> tx.add(':thing/color', ['red','white','blue']) """ assert self.resp is None, "Transaction already committed" entity, av_pairs, args = None, [], list(args) if len(args): if isinstance(args[0], (int, long)): " first arg is an entity or tempid" entity = E(args[0], tx=self) elif isinstance(args[0], E): " dont resuse entity from another tx" if args[0]._tx is self: entity = args[0] else: if int(args[0]) > 0: " use the entity id on a new obj" entity = E(int(args[0]), tx=self) args[0] = None " drop the first arg" if entity is not None or args[0] in (None, False, 0): v = args.pop(0) " auto generate a temp id?" if entity is None: entity = E(self.ctmpid, tx=self) self.ctmpid -= 1 " a,v from kwargs" if len(args) == 0 and kwargs: for a,v in kwargs.iteritems(): self.addeav(entity, a, v) " a,v from args " if len(args): assert len(args) % 2 == 0, "imbalanced a,v in args: " % args for first, second in pairwise(args): if not first.startswith(':'): first = ':' + first if not first.endswith('/'): " longhand used: blah/blah " if isinstance(second, list): for v in second: self.addeav(entity, first, v) else: self.addeav(entity, first, second) continue elif isinstance(second, dict): " shorthand used: blah/, dict " for a,v in second.iteritems(): self.addeav(entity, "%s%s" % (first, a), v) continue elif isinstance(second, (list, tuple)): " shorthand used: blah/, list|tuple " for a,v in pairwise(second): self.addeav(entity, "%s%s" % (first, a), v) continue else: raise Exception, "invalid pair: %s : %s" % (first,second) "pass back the entity so it can be resolved after tx()" return entity
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 10; 2, function_name:parsimonious_acr; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 3, 8; 3, 9; 4, identifier:tree; 5, identifier:character; 6, identifier:prediction_method; 7, identifier:states; 8, identifier:num_nodes; 9, identifier:num_tips; 10, block; 10, 11; 10, 13; 10, 20; 10, 26; 10, 30; 10, 43; 10, 52; 10, 175; 10, 261; 10, 358; 10, 373; 11, expression_statement; 11, 12; 12, comment; 13, expression_statement; 13, 14; 14, call; 14, 15; 14, 16; 15, identifier:initialise_parsimonious_states; 16, argument_list; 16, 17; 16, 18; 16, 19; 17, identifier:tree; 18, identifier:character; 19, identifier:states; 20, expression_statement; 20, 21; 21, call; 21, 22; 21, 23; 22, identifier:uppass; 23, argument_list; 23, 24; 23, 25; 24, identifier:tree; 25, identifier:character; 26, expression_statement; 26, 27; 27, assignment; 27, 28; 27, 29; 28, identifier:results; 29, list:[]; 30, expression_statement; 30, 31; 31, assignment; 31, 32; 31, 33; 32, identifier:result; 33, dictionary; 33, 34; 33, 37; 33, 40; 34, pair; 34, 35; 34, 36; 35, identifier:STATES; 36, identifier:states; 37, pair; 37, 38; 37, 39; 38, identifier:NUM_NODES; 39, identifier:num_nodes; 40, pair; 40, 41; 40, 42; 41, identifier:NUM_TIPS; 42, identifier:num_tips; 43, expression_statement; 43, 44; 44, assignment; 44, 45; 44, 46; 45, identifier:logger; 46, call; 46, 47; 46, 50; 47, attribute; 47, 48; 47, 49; 48, identifier:logging; 49, identifier:getLogger; 50, argument_list; 50, 51; 51, string:'pastml'; 52, function_definition; 52, 53; 52, 54; 52, 57; 53, function_name:process_result; 54, parameters; 54, 55; 54, 56; 55, identifier:method; 56, identifier:feature; 57, block; 57, 58; 57, 71; 57, 79; 57, 98; 57, 104; 57, 116; 57, 156; 57, 162; 57, 168; 58, expression_statement; 58, 59; 59, assignment; 59, 60; 59, 61; 60, identifier:out_feature; 61, conditional_expression:if; 61, 62; 61, 67; 61, 70; 62, call; 62, 63; 62, 64; 63, identifier:get_personalized_feature_name; 64, argument_list; 64, 65; 64, 66; 65, identifier:character; 66, identifier:method; 67, comparison_operator:!=; 67, 68; 67, 69; 68, identifier:prediction_method; 69, identifier:method; 70, identifier:character; 71, expression_statement; 71, 72; 72, assignment; 72, 73; 72, 74; 73, identifier:res; 74, call; 74, 75; 74, 78; 75, attribute; 75, 76; 75, 77; 76, identifier:result; 77, identifier:copy; 78, argument_list; 79, expression_statement; 79, 80; 80, assignment; 80, 81; 80, 91; 80, 92; 81, pattern_list; 81, 82; 81, 85; 81, 88; 82, subscript; 82, 83; 82, 84; 83, identifier:res; 84, identifier:NUM_SCENARIOS; 85, subscript; 85, 86; 85, 87; 86, identifier:res; 87, identifier:NUM_UNRESOLVED_NODES; 88, subscript; 88, 89; 88, 90; 89, identifier:res; 90, identifier:NUM_STATES_PER_NODE; 91, line_continuation:\; 92, call; 92, 93; 92, 94; 93, identifier:choose_parsimonious_states; 94, argument_list; 94, 95; 94, 96; 94, 97; 95, identifier:tree; 96, identifier:feature; 97, identifier:out_feature; 98, expression_statement; 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def parsimonious_acr(tree, character, prediction_method, states, num_nodes, num_tips): """ Calculates parsimonious states on the tree and stores them in the corresponding feature. :param states: numpy array of possible states :param prediction_method: str, ACCTRAN (accelerated transformation), DELTRAN (delayed transformation) or DOWNPASS :param tree: ete3.Tree, the tree of interest :param character: str, character for which the parsimonious states are reconstructed :return: dict, mapping between reconstruction parameters and values """ initialise_parsimonious_states(tree, character, states) uppass(tree, character) results = [] result = {STATES: states, NUM_NODES: num_nodes, NUM_TIPS: num_tips} logger = logging.getLogger('pastml') def process_result(method, feature): out_feature = get_personalized_feature_name(character, method) if prediction_method != method else character res = result.copy() res[NUM_SCENARIOS], res[NUM_UNRESOLVED_NODES], res[NUM_STATES_PER_NODE] \ = choose_parsimonious_states(tree, feature, out_feature) res[NUM_STATES_PER_NODE] /= num_nodes res[PERC_UNRESOLVED] = res[NUM_UNRESOLVED_NODES] * 100 / num_nodes logger.debug('{} node{} unresolved ({:.2f}%) for {} by {}, ' 'i.e. {:.4f} state{} per node in average.' .format(res[NUM_UNRESOLVED_NODES], 's are' if res[NUM_UNRESOLVED_NODES] != 1 else ' is', res[PERC_UNRESOLVED], character, method, res[NUM_STATES_PER_NODE], 's' if res[NUM_STATES_PER_NODE] > 1 else '')) res[CHARACTER] = out_feature res[METHOD] = method results.append(res) if prediction_method in {ACCTRAN, MP}: feature = get_personalized_feature_name(character, PARS_STATES) if prediction_method == MP: feature = get_personalized_feature_name(feature, ACCTRAN) acctran(tree, character, feature) result[STEPS] = get_num_parsimonious_steps(tree, feature) process_result(ACCTRAN, feature) bu_feature = get_personalized_feature_name(character, BU_PARS_STATES) for node in tree.traverse(): if prediction_method == ACCTRAN: node.del_feature(bu_feature) node.del_feature(feature) if prediction_method != ACCTRAN: downpass(tree, character, states) feature = get_personalized_feature_name(character, PARS_STATES) if prediction_method == DOWNPASS: result[STEPS] = get_num_parsimonious_steps(tree, feature) if prediction_method in {DOWNPASS, MP}: process_result(DOWNPASS, feature) if prediction_method in {DELTRAN, MP}: deltran(tree, character) if prediction_method == DELTRAN: result[STEPS] = get_num_parsimonious_steps(tree, feature) process_result(DELTRAN, feature) for node in tree.traverse(): node.del_feature(feature) logger.debug("Parsimonious reconstruction for {} requires {} state changes." .format(character, result[STEPS])) return results
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def load_seit_data(directory, frequency_file='frequencies.dat', data_prefix='volt_', **kwargs): """Load sEIT data from data directory. This function loads data previously exported from reda using reda.exporters.crtomo.write_files_to_directory Parameters ---------- directory : string input directory frequency_file : string, optional file (located in directory) that contains the frequencies data_prefix: string, optional for each frequency a corresponding data file must be present in the input directory. Frequencies and files are matched by sorting the frequencies AND the filenames, retrieved using glob and the data_prefix Returns ------- df : pandas.DataFrame A DataFrame suitable for the sEIT container electrodes : None No electrode data is imported topography : None No topography data is imported """ frequencies = np.loadtxt(directory + os.sep + frequency_file) data_files = sorted(glob(directory + os.sep + data_prefix + '*')) # check that the number of frequencies matches the number of data files if frequencies.size != len(data_files): raise Exception( 'number of frequencies does not match number of data files') # load data data_list = [] for frequency, filename in zip(frequencies, data_files): subdata = load_mod_file(filename) subdata['frequency'] = frequency data_list.append(subdata) df = pd.concat(data_list) return df, None, None
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def parse_date(self, date): """Parse the date and return a datetime object The heuristic for determining the date is: - if ``date_format`` is set, parse using strptime - if one field of 8 digits, YYYYMMDD - split by '-' or '/' - (TODO: substitute string months with their numbers) - if (2, 2, 4), DD-MM-YYYY (not the peculiar US order) - if (4, 2, 2), YYYY-MM-DD - ka-boom! The issue of reliably discerning between DD-MM-YYYY (sane) vs. MM-DD-YYYY (absurd, but Big In America), without being told what's being used, is intractable. Return a datetime.date object. """ if self.date_format is not None: return datetime.datetime.strptime(date, self.date_format).date() if re.match('\d{8}$', date): # assume YYYYMMDD return datetime.date(*map(int, (date[:4], date[4:6], date[6:]))) try: # split by '-' or '/' parts = date_delim.split(date, 2) # maxsplit=2 if len(parts) == 3: if len(parts[0]) == 4: # YYYY, MM, DD return datetime.date(*map(int, parts)) elif len(parts[2]) == 4: # DD, MM, YYYY return datetime.date(*map(int, reversed(parts))) # fail except TypeError, ValueError: raise reader.DataError('Bad date format: "{}"'.format(date))
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def commit(self, if_match=None, wait=True, timeout=None): """Apply all the changes on the current model. :param wait: Whether to wait until the operation is completed :param timeout: The maximum amount of time required for this operation to be completed. If optional :param wait: is True and timeout is None (the default), block if necessary until the resource is available. If timeout is a positive number, it blocks at most timeout seconds and raises the `TimeOut` exception if no item was available within that time. Otherwise (block is false), return a resource if one is immediately available, else raise the `NotFound` exception (timeout is ignored in that case). """ if not self._changes: LOG.debug("No changes available for %s: %s", self.__class__.__name__, self.resource_id) return LOG.debug("Apply all the changes on the current %s: %s", self.__class__.__name__, self.resource_id) client = self._get_client() endpoint = self._endpoint.format( resource_id=self.resource_id or "", parent_id=self.parent_id or "", grandparent_id=self.grandparent_id or "") request_body = self.dump(include_read_only=False) response = client.update_resource(endpoint, data=request_body, if_match=if_match) elapsed_time = 0 while wait: self.refresh() # Update the representation of the current model if self.is_ready(): break elapsed_time += CONFIG.HNV.retry_interval if timeout and elapsed_time > timeout: raise exception.TimeOut("The request timed out.") time.sleep(CONFIG.HNV.retry_interval) else: self._reset_model(response) # NOTE(alexcoman): In order to keep backwards compatibility the # `method: commit` will return a reference to itself. # An example for that can be the following use case: # label = client.Model().commit() return self
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def plot_histograms(ertobj, keys, **kwargs): """Generate histograms for one or more keys in the given container. Parameters ---------- ertobj : container instance or :class:`pandas.DataFrame` data object which contains the data. keys : str or list of strings which keys (column names) to plot merge : bool, optional if True, then generate only one figure with all key-plots as columns (default True) log10plot : bool, optional default: True extra_dims : list, optional Examples -------- >>> from reda.plotters import plot_histograms >>> from reda.testing import ERTContainer >>> figs_dict = plot_histograms(ERTContainer, "r", merge=False) Generating histogram plot for key: r Returns ------- figures : dict dictionary with the generated histogram figures """ # you can either provide a DataFrame or an ERT object if isinstance(ertobj, pd.DataFrame): df = ertobj else: df = ertobj.data if df.shape[0] == 0: raise Exception('No data present, cannot plot') if isinstance(keys, str): keys = [keys, ] figures = {} merge_figs = kwargs.get('merge', True) if merge_figs: nr_x = 2 nr_y = len(keys) size_x = 15 / 2.54 size_y = 5 * nr_y / 2.54 fig, axes_all = plt.subplots(nr_y, nr_x, figsize=(size_x, size_y)) axes_all = np.atleast_2d(axes_all) for row_nr, key in enumerate(keys): print('Generating histogram plot for key: {0}'.format(key)) subdata_raw = df[key].values subdata = subdata_raw[~np.isnan(subdata_raw)] subdata = subdata[np.isfinite(subdata)] subdata_log10_with_nan = np.log10(subdata[subdata > 0]) subdata_log10 = subdata_log10_with_nan[~np.isnan( subdata_log10_with_nan) ] subdata_log10 = subdata_log10[np.isfinite(subdata_log10)] if merge_figs: axes = axes_all[row_nr].squeeze() else: fig, axes = plt.subplots(1, 2, figsize=(10 / 2.54, 5 / 2.54)) ax = axes[0] ax.hist( subdata, _get_nr_bins(subdata.size), ) ax.set_xlabel( units.get_label(key) ) ax.set_ylabel('count') ax.xaxis.set_major_locator(mpl.ticker.MaxNLocator(5)) ax.tick_params(axis='both', which='major', labelsize=6) ax.tick_params(axis='both', which='minor', labelsize=6) if subdata_log10.size > 0: ax = axes[1] ax.hist( subdata_log10, _get_nr_bins(subdata.size), ) ax.set_xlabel(r'$log_{10}($' + units.get_label(key) + ')') ax.set_ylabel('count') ax.xaxis.set_major_locator(mpl.ticker.MaxNLocator(5)) else: pass # del(axes[1]) fig.tight_layout() if not merge_figs: figures[key] = fig if merge_figs: figures['all'] = fig return figures
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def plot_histograms_extra_dims(dataobj, keys, **kwargs): """Produce histograms grouped by the extra dimensions. Extra dimensions are: * timesteps * frequency Parameters ---------- dataobj : :py:class:`pandas.DataFrame` or reda container The data container/data frame which holds the data keys: list|tuple|iterable The keys (columns) of the dataobj to plot subquery : string, optional ? log10plot: bool if True, generate linear and log10 versions of the histogram Nx : int, optional ? Returns ------- Examples -------- >>> import reda.testing.containers >>> ert = reda.testing.containers.ERTContainer_nr >>> import reda.plotters.histograms as RH >>> fig = RH.plot_histograms_extra_dims(ert, ['r', ]) >>> import reda.testing.containers >>> ert = reda.testing.containers.ERTContainer_nr >>> import reda.plotters.histograms as RH >>> fig = RH.plot_histograms_extra_dims(ert, ['r', 'a']) """ if isinstance(dataobj, pd.DataFrame): df_raw = dataobj else: df_raw = dataobj.data if kwargs.get('subquery', False): df = df_raw.query(kwargs.get('subquery')) else: df = df_raw split_timestamps = True if split_timestamps: group_timestamps = df.groupby('timestep') N_ts = len(group_timestamps.groups.keys()) else: group_timestamps = ('all', df) N_ts = 1 columns = keys N_c = len(columns) plot_log10 = kwargs.get('log10plot', False) if plot_log10: transformers = ['lin', 'log10'] N_log10 = 2 else: transformers = ['lin', ] N_log10 = 1 # determine layout of plots Nx_max = kwargs.get('Nx', 4) N = N_ts * N_c * N_log10 Nx = min(Nx_max, N) Ny = int(np.ceil(N / Nx)) size_x = 5 * Nx / 2.54 size_y = 5 * Ny / 2.54 fig, axes = plt.subplots(Ny, Nx, figsize=(size_x, size_y), sharex=True, sharey=True) axes = np.atleast_2d(axes) index = 0 for ts_name, tgroup in group_timestamps: for column in columns: for transformer in transformers: # print('{0}-{1}-{2}'.format(ts_name, column, transformer)) subdata_raw = tgroup[column].values subdata = subdata_raw[~np.isnan(subdata_raw)] subdata = subdata[np.isfinite(subdata)] if transformer == 'log10': subdata_log10_with_nan = np.log10(subdata[subdata > 0]) subdata_log10 = subdata_log10_with_nan[~np.isnan( subdata_log10_with_nan) ] subdata_log10 = subdata_log10[np.isfinite(subdata_log10)] subdata = subdata_log10 ax = axes.flat[index] ax.hist( subdata, _get_nr_bins(subdata.size), ) ax.set_xlabel( units.get_label(column) ) ax.set_ylabel('count') ax.xaxis.set_major_locator(mpl.ticker.MaxNLocator(3)) ax.tick_params(axis='both', which='major', labelsize=6) ax.tick_params(axis='both', which='minor', labelsize=6) ax.set_title("timestep: %d" % ts_name) index += 1 # remove some labels for ax in axes[:, 1:].flat: ax.set_ylabel('') for ax in axes[:-1, :].flat: ax.set_xlabel('') fig.tight_layout() return fig
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async def request(self, method, url, params=None, headers=None, data=None, json=None, token_refresh_attempts=2, **kwargs): """Make an asynchronous HTTP request. Args: method (str): HTTP method to use for the request. url (str): URL to be requested. params (dict): (optional) Query parameters for the request. Defaults to ``None``. headers (dict): (optional) HTTP headers to send with the request. Headers pass through to the request will include :attr:`DEFAULT_REQUEST_HEADERS`. data (obj): (optional) A dictionary, bytes, or file-like object to send in the body of the request. json (obj): (optional) Any json compatible python object. NOTE: json and body parameters cannot be used at the same time. token_refresh_attempts (int): (optional) Number of attempts a token refresh should be performed. Returns: (str) HTTP response body. Raises: :exc:`.GCPHTTPError`: if any exception occurred, specifically a :exc:`.GCPHTTPResponseError`, if the exception is associated with a response status code. """ if all([data, json]): msg = ('"data" and "json" request parameters can not be used ' 'at the same time') logging.warn(msg) raise exceptions.GCPHTTPError(msg) req_headers = headers or {} req_headers.update(_utils.DEFAULT_REQUEST_HEADERS) req_kwargs = { 'params': params, 'headers': req_headers, } if data: req_kwargs['data'] = data if json: req_kwargs['json'] = json if token_refresh_attempts: if not await self.valid_token_set(): await self._auth_client.refresh_token() token_refresh_attempts -= 1 req_headers.update( {'Authorization': f'Bearer {self._auth_client.token}'} ) request_id = kwargs.get('request_id', uuid.uuid4()) logging.debug(_utils.REQ_LOG_FMT.format( request_id=request_id, method=method.upper(), url=url, kwargs=req_kwargs)) try: async with self._session.request(method, url, **req_kwargs) as resp: log_kw = { 'request_id': request_id, 'method': method.upper(), 'url': resp.url, 'status': resp.status, 'reason': resp.reason } logging.debug(_utils.RESP_LOG_FMT.format(**log_kw)) if resp.status in REFRESH_STATUS_CODES: logging.warning( f'[{request_id}] HTTP Status Code {resp.status}' f' returned requesting {resp.url}: {resp.reason}') if token_refresh_attempts: logging.info( f'[{request_id}] Attempting request to {resp.url} ' 'again.') return await self.request( method, url, token_refresh_attempts=token_refresh_attempts, request_id=request_id, **req_kwargs) logging.warning( f'[{request_id}] Max attempts refreshing auth token ' f'exhausted while requesting {resp.url}') resp.raise_for_status() return await resp.text() except aiohttp.ClientResponseError as e: # bad HTTP status; avoid leaky abstractions and wrap HTTP errors # with our own msg = f'[{request_id}] HTTP error response from {resp.url}: {e}' logging.error(msg, exc_info=e) raise exceptions.GCPHTTPResponseError(msg, resp.status) except exceptions.GCPHTTPResponseError as e: # from recursive call raise e except Exception as e: msg = f'[{request_id}] Request call failed: {e}' logging.error(msg, exc_info=e) raise exceptions.GCPHTTPError(msg)
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def unflatten(processed, merge_rules): """ Unflattens a processed object into a JSON object. """ unflattened = OrderedDict() for key in processed: current_node = unflattened for end, part in enumerate(key, 1): # If this is a path to an item of an array. # See http://standard.open-contracting.org/1.1-dev/en/schema/merging/#identifier-merge if isinstance(part, IdValue): # If the `id` of an object in the array matches, change into it. for node in current_node: if isinstance(node, IdDict) and node.identifier == part.identifier: current_node = node break # Otherwise, append a new object, and change into it. else: new_node = IdDict() new_node.identifier = part.identifier # If the original object had an `id` value, set it. if part.original_value is not None: new_node['id'] = part.original_value current_node.append(new_node) current_node = new_node continue # Otherwise, this is a path to a property of an object. node = current_node.get(part) # If this is a path to a node we visited before, change into it. If it's an `id` field, it's already been # set to its original value. if node is not None: current_node = node continue # If this is a full path, copy the data. if len(key) == end: # Omit null'ed fields. if processed[key] is not None: current_node[part] = processed[key] continue # If the path is to a new array, start a new array, and change into it. if isinstance(key[end], IdValue): new_node = [] # If the path is to a new object, start a new object, and change into it. else: new_node = OrderedDict() current_node[part] = new_node current_node = new_node return unflattened
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def translate(self): """ Create all translations objects for this Translatable instance. @rtype: list of Translation objects @return: Returns a list of translations objects """ translations = [] for lang in settings.LANGUAGES: # do not create an translations for default language. # we will use the original model for this if lang[0] == self._get_default_language(): continue # create translations for all fields of each language if self.translatable_slug is not None: if self.translatable_slug not in self.translatable_fields: self.translatable_fields = self.translatable_fields + (self.translatable_slug,) for field in self.translatable_fields: trans, created = Translation.objects.get_or_create( object_id=self.id, content_type=ContentType.objects.get_for_model(self), field=field, lang=lang[0], ) translations.append(trans) return translations
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:set_translation; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 4, identifier:self; 5, identifier:lang; 6, identifier:field; 7, identifier:text; 8, block; 8, 9; 8, 11; 8, 12; 8, 16; 8, 35; 8, 36; 8, 49; 8, 55; 8, 61; 8, 62; 8, 91; 8, 134; 8, 135; 8, 145; 8, 153; 8, 154; 8, 166; 9, expression_statement; 9, 10; 10, comment; 11, comment; 12, expression_statement; 12, 13; 13, assignment; 13, 14; 13, 15; 14, identifier:auto_slug_obj; 15, None; 16, if_statement; 16, 17; 16, 24; 17, comparison_operator:==; 17, 18; 17, 19; 18, identifier:lang; 19, call; 19, 20; 19, 23; 20, attribute; 20, 21; 20, 22; 21, identifier:self; 22, identifier:_get_default_language; 23, argument_list; 24, block; 24, 25; 25, raise_statement; 25, 26; 26, call; 26, 27; 26, 28; 27, identifier:CanNotTranslate; 28, argument_list; 28, 29; 29, call; 29, 30; 29, 31; 30, identifier:_; 31, argument_list; 31, 32; 32, concatenated_string; 32, 33; 32, 34; 33, string:'You are not supposed to translate the default language. '; 34, string:'Use the model fields for translations in default language'; 35, comment; 36, expression_statement; 36, 37; 37, assignment; 37, 38; 37, 39; 38, identifier:trans_obj; 39, call; 39, 40; 39, 43; 40, attribute; 40, 41; 40, 42; 41, identifier:self; 42, identifier:get_translation_obj; 43, argument_list; 43, 44; 43, 45; 43, 46; 44, identifier:lang; 45, identifier:field; 46, keyword_argument; 46, 47; 46, 48; 47, identifier:create; 48, True; 49, expression_statement; 49, 50; 50, assignment; 50, 51; 50, 54; 51, attribute; 51, 52; 51, 53; 52, identifier:trans_obj; 53, identifier:translation; 54, identifier:text; 55, expression_statement; 55, 56; 56, call; 56, 57; 56, 60; 57, attribute; 57, 58; 57, 59; 58, identifier:trans_obj; 59, identifier:save; 60, argument_list; 61, comment; 62, if_statement; 62, 63; 62, 64; 63, identifier:INSTALLED_AUTOSLUG; 64, block; 64, 65; 65, if_statement; 65, 66; 65, 69; 66, attribute; 66, 67; 66, 68; 67, identifier:self; 68, identifier:translatable_slug; 69, block; 69, 70; 70, try_statement; 70, 71; 70, 87; 71, block; 71, 72; 72, expression_statement; 72, 73; 73, assignment; 73, 74; 73, 75; 74, identifier:auto_slug_obj; 75, attribute; 75, 76; 75, 86; 76, call; 76, 77; 76, 82; 77, attribute; 77, 78; 77, 81; 78, attribute; 78, 79; 78, 80; 79, identifier:self; 80, identifier:_meta; 81, identifier:get_field; 82, argument_list; 82, 83; 83, attribute; 83, 84; 83, 85; 84, identifier:self; 85, identifier:translatable_slug; 86, identifier:populate_from; 87, except_clause; 87, 88; 87, 89; 88, identifier:AttributeError; 89, block; 89, 90; 90, pass_statement; 91, if_statement; 91, 92; 91, 93; 92, identifier:auto_slug_obj; 93, block; 93, 94; 93, 109; 93, 119; 93, 128; 94, expression_statement; 94, 95; 95, assignment; 95, 96; 95, 97; 96, identifier:tobj; 97, call; 97, 98; 97, 101; 98, attribute; 98, 99; 98, 100; 99, identifier:self; 100, identifier:get_translation_obj; 101, argument_list; 101, 102; 101, 103; 101, 106; 102, identifier:lang; 103, attribute; 103, 104; 103, 105; 104, identifier:self; 105, identifier:translatable_slug; 106, keyword_argument; 106, 107; 106, 108; 107, identifier:create; 108, True; 109, expression_statement; 109, 110; 110, assignment; 110, 111; 110, 112; 111, identifier:translation; 112, call; 112, 113; 112, 116; 113, attribute; 113, 114; 113, 115; 114, identifier:self; 115, identifier:get_translation; 116, argument_list; 116, 117; 116, 118; 117, identifier:lang; 118, identifier:auto_slug_obj; 119, expression_statement; 119, 120; 120, assignment; 120, 121; 120, 124; 121, attribute; 121, 122; 121, 123; 122, identifier:tobj; 123, identifier:translation; 124, call; 124, 125; 124, 126; 125, identifier:slugify; 126, argument_list; 126, 127; 127, identifier:translation; 128, expression_statement; 128, 129; 129, call; 129, 130; 129, 133; 130, attribute; 130, 131; 130, 132; 131, identifier:tobj; 132, identifier:save; 133, argument_list; 134, comment; 135, expression_statement; 135, 136; 136, assignment; 136, 137; 136, 138; 137, identifier:key; 138, call; 138, 139; 138, 142; 139, attribute; 139, 140; 139, 141; 140, identifier:self; 141, identifier:_get_translation_cache_key; 142, argument_list; 142, 143; 142, 144; 143, identifier:lang; 144, identifier:field; 145, expression_statement; 145, 146; 146, call; 146, 147; 146, 150; 147, attribute; 147, 148; 147, 149; 148, identifier:cache; 149, identifier:set; 150, argument_list; 150, 151; 150, 152; 151, identifier:key; 152, identifier:text; 153, comment; 154, expression_statement; 154, 155; 155, call; 155, 156; 155, 159; 156, attribute; 156, 157; 156, 158; 157, identifier:cache; 158, identifier:delete; 159, argument_list; 159, 160; 160, call; 160, 161; 160, 164; 161, attribute; 161, 162; 161, 163; 162, identifier:self; 163, identifier:_get_translations_cache_key; 164, argument_list; 164, 165; 165, identifier:lang; 166, return_statement; 166, 167; 167, identifier:trans_obj
def set_translation(self, lang, field, text): """ Store a translation string in the specified field for a Translatable istance @type lang: string @param lang: a string with the name of the language @type field: string @param field: a string with the name that we try to get @type text: string @param text: a string to be stored as translation of the field """ # Do not allow user to set a translations in the default language auto_slug_obj = None if lang == self._get_default_language(): raise CanNotTranslate( _('You are not supposed to translate the default language. ' 'Use the model fields for translations in default language') ) # Get translation, if it does not exits create one trans_obj = self.get_translation_obj(lang, field, create=True) trans_obj.translation = text trans_obj.save() # check if the field has an autoslugfield and create the translation if INSTALLED_AUTOSLUG: if self.translatable_slug: try: auto_slug_obj = self._meta.get_field(self.translatable_slug).populate_from except AttributeError: pass if auto_slug_obj: tobj = self.get_translation_obj(lang, self.translatable_slug, create=True) translation = self.get_translation(lang, auto_slug_obj) tobj.translation = slugify(translation) tobj.save() # Update cache for this specif translations key = self._get_translation_cache_key(lang, field) cache.set(key, text) # remove cache for translations dict cache.delete(self._get_translations_cache_key(lang)) return trans_obj
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 12; 2, function_name:jsonify; 3, parameters; 3, 4; 3, 5; 3, 9; 4, identifier:o; 5, default_parameter; 5, 6; 5, 7; 6, identifier:max_depth; 7, unary_operator:-; 7, 8; 8, integer:1; 9, default_parameter; 9, 10; 9, 11; 10, identifier:parse_enums; 11, identifier:PARSE_KEEP; 12, block; 12, 13; 12, 15; 12, 22; 12, 26; 12, 186; 13, expression_statement; 13, 14; 14, comment; 15, if_statement; 15, 16; 15, 19; 16, comparison_operator:==; 16, 17; 16, 18; 17, identifier:max_depth; 18, integer:0; 19, block; 19, 20; 20, return_statement; 20, 21; 21, identifier:o; 22, expression_statement; 22, 23; 23, augmented_assignment:-=; 23, 24; 23, 25; 24, identifier:max_depth; 25, integer:1; 26, if_statement; 26, 27; 26, 32; 26, 125; 26, 147; 26, 169; 27, call; 27, 28; 27, 29; 28, identifier:isinstance; 29, argument_list; 29, 30; 29, 31; 30, identifier:o; 31, identifier:dict; 32, block; 32, 33; 32, 44; 32, 106; 33, expression_statement; 33, 34; 34, assignment; 34, 35; 34, 36; 35, identifier:keyattrs; 36, call; 36, 37; 36, 38; 37, identifier:getattr; 38, argument_list; 38, 39; 38, 42; 38, 43; 39, attribute; 39, 40; 39, 41; 40, identifier:o; 41, identifier:__class__; 42, string:'_altnames'; 43, dictionary; 44, function_definition; 44, 45; 44, 46; 44, 49; 45, function_name:_getter; 46, parameters; 46, 47; 46, 48; 47, identifier:key; 48, identifier:value; 49, block; 49, 50; 49, 60; 49, 69; 49, 79; 49, 93; 50, expression_statement; 50, 51; 51, assignment; 51, 52; 51, 53; 52, identifier:key; 53, call; 53, 54; 53, 57; 54, attribute; 54, 55; 54, 56; 55, identifier:keyattrs; 56, identifier:get; 57, argument_list; 57, 58; 57, 59; 58, identifier:key; 59, identifier:key; 60, expression_statement; 60, 61; 61, assignment; 61, 62; 61, 63; 62, identifier:other; 63, call; 63, 64; 63, 65; 64, identifier:getattr; 65, argument_list; 65, 66; 65, 67; 65, 68; 66, identifier:o; 67, identifier:key; 68, identifier:value; 69, if_statement; 69, 70; 69, 74; 70, call; 70, 71; 70, 72; 71, identifier:callable; 72, argument_list; 72, 73; 73, identifier:other; 74, block; 74, 75; 75, expression_statement; 75, 76; 76, assignment; 76, 77; 76, 78; 77, identifier:other; 78, identifier:value; 79, if_statement; 79, 80; 79, 85; 79, 86; 80, call; 80, 81; 80, 82; 81, identifier:isinstance; 82, argument_list; 82, 83; 82, 84; 83, identifier:key; 84, identifier:Enum; 85, comment; 86, block; 86, 87; 87, expression_statement; 87, 88; 88, assignment; 88, 89; 88, 90; 89, identifier:key; 90, attribute; 90, 91; 90, 92; 91, identifier:key; 92, identifier:name; 93, return_statement; 93, 94; 94, expression_list; 94, 95; 94, 96; 95, identifier:key; 96, call; 96, 97; 96, 98; 97, identifier:jsonify; 98, argument_list; 98, 99; 98, 100; 98, 103; 99, identifier:other; 100, keyword_argument; 100, 101; 100, 102; 101, identifier:max_depth; 102, identifier:max_depth; 103, keyword_argument; 103, 104; 103, 105; 104, identifier:parse_enums; 105, identifier:parse_enums; 106, return_statement; 106, 107; 107, call; 107, 108; 107, 109; 108, identifier:dict; 109, generator_expression; 109, 110; 109, 115; 110, call; 110, 111; 110, 112; 111, identifier:_getter; 112, argument_list; 112, 113; 112, 114; 113, identifier:key; 114, identifier:value; 115, for_in_clause; 115, 116; 115, 119; 116, pattern_list; 116, 117; 116, 118; 117, identifier:key; 118, identifier:value; 119, call; 119, 120; 119, 123; 120, attribute; 120, 121; 120, 122; 121, identifier:six; 122, identifier:iteritems; 123, argument_list; 123, 124; 124, identifier:o; 125, elif_clause; 125, 126; 125, 131; 126, call; 126, 127; 126, 128; 127, identifier:isinstance; 128, argument_list; 128, 129; 128, 130; 129, identifier:o; 130, identifier:list; 131, block; 131, 132; 132, return_statement; 132, 133; 133, list_comprehension; 133, 134; 133, 144; 134, call; 134, 135; 134, 136; 135, identifier:jsonify; 136, argument_list; 136, 137; 136, 138; 136, 141; 137, identifier:x; 138, keyword_argument; 138, 139; 138, 140; 139, identifier:max_depth; 140, identifier:max_depth; 141, keyword_argument; 141, 142; 141, 143; 142, identifier:parse_enums; 143, identifier:parse_enums; 144, for_in_clause; 144, 145; 144, 146; 145, identifier:x; 146, identifier:o; 147, elif_clause; 147, 148; 147, 153; 148, call; 148, 149; 148, 150; 149, identifier:isinstance; 150, argument_list; 150, 151; 150, 152; 151, identifier:o; 152, identifier:tuple; 153, block; 153, 154; 154, return_statement; 154, 155; 155, generator_expression; 155, 156; 155, 166; 156, call; 156, 157; 156, 158; 157, identifier:jsonify; 158, argument_list; 158, 159; 158, 160; 158, 163; 159, identifier:x; 160, keyword_argument; 160, 161; 160, 162; 161, identifier:max_depth; 162, identifier:max_depth; 163, keyword_argument; 163, 164; 163, 165; 164, identifier:parse_enums; 165, identifier:parse_enums; 166, for_in_clause; 166, 167; 166, 168; 167, identifier:x; 168, identifier:o; 169, elif_clause; 169, 170; 169, 175; 170, call; 170, 171; 170, 172; 171, identifier:isinstance; 172, argument_list; 172, 173; 172, 174; 173, identifier:o; 174, identifier:Enum; 175, block; 175, 176; 176, expression_statement; 176, 177; 177, assignment; 177, 178; 177, 179; 178, identifier:o; 179, call; 179, 180; 179, 181; 180, identifier:_parse_enum; 181, argument_list; 181, 182; 181, 183; 182, identifier:o; 183, keyword_argument; 183, 184; 183, 185; 184, identifier:parse_enums; 185, identifier:parse_enums; 186, return_statement; 186, 187; 187, identifier:o
def jsonify(o, max_depth=-1, parse_enums=PARSE_KEEP): """ Walks through object o, and attempts to get the property instead of the key, if available. This means that for our VDev objects we can easily get a dict of all the 'parsed' values. """ if max_depth == 0: return o max_depth -= 1 if isinstance(o, dict): keyattrs = getattr(o.__class__, '_altnames', {}) def _getter(key, value): key = keyattrs.get(key, key) other = getattr(o, key, value) if callable(other): other = value if isinstance(key, Enum): # Make sure we use a name as the key... if we don't it might mess some things up. key = key.name return key, jsonify(other, max_depth=max_depth, parse_enums=parse_enums) return dict(_getter(key, value) for key, value in six.iteritems(o)) elif isinstance(o, list): return [jsonify(x, max_depth=max_depth, parse_enums=parse_enums) for x in o] elif isinstance(o, tuple): return (jsonify(x, max_depth=max_depth, parse_enums=parse_enums) for x in o) elif isinstance(o, Enum): o = _parse_enum(o, parse_enums=parse_enums) return o
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 8; 2, function_name:b58encode; 3, parameters; 3, 4; 3, 5; 4, identifier:val; 5, default_parameter; 5, 6; 5, 7; 6, identifier:charset; 7, identifier:DEFAULT_CHARSET; 8, block; 8, 9; 8, 11; 8, 65; 8, 87; 8, 103; 8, 110; 8, 123; 8, 130; 8, 139; 8, 146; 8, 154; 8, 176; 8, 186; 8, 198; 9, expression_statement; 9, 10; 10, comment; 11, function_definition; 11, 12; 11, 13; 11, 24; 12, function_name:_b58encode_int; 13, parameters; 13, 14; 13, 15; 14, identifier:int_; 15, default_parameter; 15, 16; 15, 17; 16, identifier:default; 17, call; 17, 18; 17, 19; 18, identifier:bytes; 19, argument_list; 19, 20; 20, list:[charset[0]]; 20, 21; 21, subscript; 21, 22; 21, 23; 22, identifier:charset; 23, integer:0; 24, block; 24, 25; 24, 33; 24, 37; 24, 63; 25, if_statement; 25, 26; 25, 30; 26, boolean_operator:and; 26, 27; 26, 29; 27, not_operator; 27, 28; 28, identifier:int_; 29, identifier:default; 30, block; 30, 31; 31, return_statement; 31, 32; 32, identifier:default; 33, expression_statement; 33, 34; 34, assignment; 34, 35; 34, 36; 35, identifier:output; 36, string:b''; 37, while_statement; 37, 38; 37, 39; 38, identifier:int_; 39, block; 39, 40; 39, 50; 40, expression_statement; 40, 41; 41, assignment; 41, 42; 41, 45; 42, pattern_list; 42, 43; 42, 44; 43, identifier:int_; 44, identifier:idx; 45, call; 45, 46; 45, 47; 46, identifier:divmod; 47, argument_list; 47, 48; 47, 49; 48, identifier:int_; 49, identifier:base; 50, expression_statement; 50, 51; 51, assignment; 51, 52; 51, 53; 52, identifier:output; 53, binary_operator:+; 53, 54; 53, 62; 54, subscript; 54, 55; 54, 56; 55, identifier:charset; 56, slice; 56, 57; 56, 58; 56, 59; 57, identifier:idx; 58, colon; 59, binary_operator:+; 59, 60; 59, 61; 60, identifier:idx; 61, integer:1; 62, identifier:output; 63, return_statement; 63, 64; 64, identifier:output; 65, if_statement; 65, 66; 65, 72; 66, not_operator; 66, 67; 67, call; 67, 68; 67, 69; 68, identifier:isinstance; 69, argument_list; 69, 70; 69, 71; 70, identifier:val; 71, identifier:bytes; 72, block; 72, 73; 73, raise_statement; 73, 74; 74, call; 74, 75; 74, 76; 75, identifier:TypeError; 76, argument_list; 76, 77; 77, binary_operator:%; 77, 78; 77, 81; 78, concatenated_string; 78, 79; 78, 80; 79, string:"a bytes-like object is required, not '%s', "; 80, string:"use .encode('ascii') to encode unicode strings"; 81, attribute; 81, 82; 81, 86; 82, call; 82, 83; 82, 84; 83, identifier:type; 84, argument_list; 84, 85; 85, identifier:val; 86, identifier:__name__; 87, if_statement; 87, 88; 87, 93; 88, call; 88, 89; 88, 90; 89, identifier:isinstance; 90, argument_list; 90, 91; 90, 92; 91, identifier:charset; 92, identifier:str; 93, block; 93, 94; 94, expression_statement; 94, 95; 95, assignment; 95, 96; 95, 97; 96, identifier:charset; 97, call; 97, 98; 97, 101; 98, attribute; 98, 99; 98, 100; 99, identifier:charset; 100, identifier:encode; 101, argument_list; 101, 102; 102, string:'ascii'; 103, expression_statement; 103, 104; 104, assignment; 104, 105; 104, 106; 105, identifier:base; 106, call; 106, 107; 106, 108; 107, identifier:len; 108, argument_list; 108, 109; 109, identifier:charset; 110, if_statement; 110, 111; 110, 115; 111, not_operator; 111, 112; 112, comparison_operator:==; 112, 113; 112, 114; 113, identifier:base; 114, integer:58; 115, block; 115, 116; 116, raise_statement; 116, 117; 117, call; 117, 118; 117, 119; 118, identifier:ValueError; 119, argument_list; 119, 120; 120, binary_operator:%; 120, 121; 120, 122; 121, string:'charset base must be 58, not %s'; 122, identifier:base; 123, expression_statement; 123, 124; 124, assignment; 124, 125; 124, 126; 125, identifier:pad_len; 126, call; 126, 127; 126, 128; 127, identifier:len; 128, argument_list; 128, 129; 129, identifier:val; 130, expression_statement; 130, 131; 131, assignment; 131, 132; 131, 133; 132, identifier:val; 133, call; 133, 134; 133, 137; 134, attribute; 134, 135; 134, 136; 135, identifier:val; 136, identifier:lstrip; 137, argument_list; 137, 138; 138, string:b'\0'; 139, expression_statement; 139, 140; 140, augmented_assignment:-=; 140, 141; 140, 142; 141, identifier:pad_len; 142, call; 142, 143; 142, 144; 143, identifier:len; 144, argument_list; 144, 145; 145, identifier:val; 146, expression_statement; 146, 147; 147, assignment; 147, 148; 147, 151; 148, pattern_list; 148, 149; 148, 150; 149, identifier:p; 150, identifier:acc; 151, expression_list; 151, 152; 151, 153; 152, integer:1; 153, integer:0; 154, for_statement; 154, 155; 154, 156; 154, 163; 155, identifier:char; 156, call; 156, 157; 156, 158; 157, identifier:deque; 158, argument_list; 158, 159; 159, call; 159, 160; 159, 161; 160, identifier:reversed; 161, argument_list; 161, 162; 162, identifier:val; 163, block; 163, 164; 163, 170; 164, expression_statement; 164, 165; 165, augmented_assignment:+=; 165, 166; 165, 167; 166, identifier:acc; 167, binary_operator:*; 167, 168; 167, 169; 168, identifier:p; 169, identifier:char; 170, expression_statement; 170, 171; 171, assignment; 171, 172; 171, 173; 172, identifier:p; 173, binary_operator:<<; 173, 174; 173, 175; 174, identifier:p; 175, integer:8; 176, expression_statement; 176, 177; 177, assignment; 177, 178; 177, 179; 178, identifier:result; 179, call; 179, 180; 179, 181; 180, identifier:_b58encode_int; 181, argument_list; 181, 182; 181, 183; 182, identifier:acc; 183, keyword_argument; 183, 184; 183, 185; 184, identifier:default; 185, False; 186, expression_statement; 186, 187; 187, assignment; 187, 188; 187, 189; 188, identifier:prefix; 189, binary_operator:*; 189, 190; 189, 197; 190, call; 190, 191; 190, 192; 191, identifier:bytes; 192, argument_list; 192, 193; 193, list:[charset[0]]; 193, 194; 194, subscript; 194, 195; 194, 196; 195, identifier:charset; 196, integer:0; 197, identifier:pad_len; 198, return_statement; 198, 199; 199, binary_operator:+; 199, 200; 199, 201; 200, identifier:prefix; 201, identifier:result
def b58encode(val, charset=DEFAULT_CHARSET): """Encode input to base58check encoding. :param bytes val: The value to base58check encode. :param bytes charset: (optional) The character set to use for encoding. :return: the encoded bytestring. :rtype: bytes :raises: TypeError: if `val` is not bytes. Usage:: >>> import base58check >>> base58check.b58encode(b'1BoatSLRHtKNngkdXEeobR76b53LETtpyT') b'\x00v\x80\xad\xec\x8e\xab\xca\xba\xc6v\xbe\x9e\x83\x85J\xde\x0b\xd2,\xdb\x0b\xb9`\xde' """ def _b58encode_int(int_, default=bytes([charset[0]])): if not int_ and default: return default output = b'' while int_: int_, idx = divmod(int_, base) output = charset[idx:idx+1] + output return output if not isinstance(val, bytes): raise TypeError( "a bytes-like object is required, not '%s', " "use .encode('ascii') to encode unicode strings" % type(val).__name__) if isinstance(charset, str): charset = charset.encode('ascii') base = len(charset) if not base == 58: raise ValueError('charset base must be 58, not %s' % base) pad_len = len(val) val = val.lstrip(b'\0') pad_len -= len(val) p, acc = 1, 0 for char in deque(reversed(val)): acc += p * char p = p << 8 result = _b58encode_int(acc, default=False) prefix = bytes([charset[0]]) * pad_len return prefix + result
0, module; 0, 1; 1, function_definition; 1, 2; 1, 3; 1, 13; 2, function_name:m2m_callback; 3, parameters; 3, 4; 3, 5; 3, 6; 3, 7; 3, 8; 3, 9; 3, 10; 3, 11; 4, identifier:sender; 5, identifier:instance; 6, identifier:action; 7, identifier:reverse; 8, identifier:model; 9, identifier:pk_set; 10, identifier:using; 11, dictionary_splat_pattern; 11, 12; 12, identifier:kwargs; 13, block; 13, 14; 13, 16; 14, expression_statement; 14, 15; 15, comment; 16, if_statement; 16, 17; 16, 27; 17, boolean_operator:and; 17, 18; 17, 22; 18, call; 18, 19; 18, 20; 19, identifier:validate_instance; 20, argument_list; 20, 21; 21, identifier:instance; 22, subscript; 22, 23; 22, 26; 23, attribute; 23, 24; 23, 25; 24, identifier:settings; 25, identifier:AUTOMATED_LOGGING; 26, string:'to_database'; 27, block; 27, 28; 28, if_statement; 28, 29; 28, 34; 29, comparison_operator:in; 29, 30; 29, 31; 30, identifier:action; 31, list:["post_add", 'post_remove']; 31, 32; 31, 33; 32, string:"post_add"; 33, string:'post_remove'; 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364, argument_list
def m2m_callback(sender, instance, action, reverse, model, pk_set, using, **kwargs): """ Many 2 Many relationship signall receivver. Detect Many 2 Many relationship changes and append these to existing model or create if needed. These get not recorded from the pre_save or post_save method and must therefor be received from another method. This method to be precise. """ if validate_instance(instance) and settings.AUTOMATED_LOGGING['to_database']: if action in ["post_add", 'post_remove']: modification = [model.objects.get(pk=x) for x in pk_set] if 'al_chl' in instance.__dict__.keys() and instance.al_chl: changelog = instance.al_chl else: changelog = ModelChangelog() changelog.information = ModelObject() changelog.information.value = repr(instance) changelog.information.type = ContentType.objects.get_for_model(instance) changelog.information.save() changelog.save() for f in modification: obj = ModelObject() obj.value = repr(f) try: obj.type = ContentType.objects.get_for_model(f) except Exception: logger = logging.getLogger(__name__) logger.debug('Could not determin the type of the modification.') obj.save() if action == 'post_add': changelog.inserted.add(obj) else: changelog.removed.add(obj) changelog.save() instance.al_chl = changelog if 'al_evt' in instance.__dict__.keys(): target = instance.al_evt else: target = Model() target.user = get_current_user() target.action = 2 if action == 'post_add' else 2 target.save() ct = ContentType.objects.get_for_model(instance).app_label target.application = Application.objects.get_or_create(name=ct)[0] target.information = ModelObject() target.information.value = repr(instance) target.information.type = ContentType.objects.get_for_model(instance) target.information.save() instance.al_evt = target target.modification = changelog target.save()
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def normalize_allele_name(raw_allele, omit_dra1=False, infer_class2_pair=True): """MHC alleles are named with a frustratingly loose system. It's not uncommon to see dozens of different forms for the same allele. Note: this function works with both class I and class II allele names (including alpha/beta pairs). For example, these all refer to the same MHC sequence: - HLA-A*02:01 - HLA-A02:01 - HLA-A:02:01 - HLA-A0201 - HLA-A00201 Additionally, for human alleles, the species prefix is often omitted: - A*02:01 - A*00201 - A*0201 - A02:01 - A:02:01 - A:002:01 - A0201 - A00201 We might also encounter "6 digit" and "8 digit" MHC types (which specify variants that don't affect amino acid sequence), for our purposes these should be truncated to their "4-digit" forms: - A*02:01:01 - A*02:01:01:01 There are also suffixes which we're going to ignore: - HLA-A*02:01:01G And lastly, for human alleles, there are serotypes which we'll treat as approximately equal to a 4-digit type. - HLA-A2 - A2 These should all be normalized to: HLA-A*02:01 """ cache_key = (raw_allele, omit_dra1, infer_class2_pair) if cache_key in _normalized_allele_cache: return _normalized_allele_cache[cache_key] parsed_alleles = parse_classi_or_classii_allele_name( raw_allele, infer_pair=infer_class2_pair) species = parsed_alleles[0].species normalized_list = [species] # Optionally omit the alpha allele, e.g. for IEDB predictors. if omit_dra1 and len(parsed_alleles) == 2: alpha, beta = parsed_alleles # by convention the alpha allelle is omitted since it's assumed # to be DRA1*01:01 if alpha == _DRA1_0101: parsed_alleles = [beta] for parsed_allele in parsed_alleles: if len(parsed_allele.allele_family) > 0: normalized_list.append("%s*%s:%s" % ( parsed_allele.gene, parsed_allele.allele_family, parsed_allele.allele_code)) else: # mice don't have allele families # e.g. H-2-Kd # species = H-2 # gene = K # allele = d normalized_list.append("%s%s" % ( parsed_allele.gene, parsed_allele.allele_code)) normalized = "-".join(normalized_list) _normalized_allele_cache[cache_key] = normalized return normalized