How to use visible method in fMBT

Best Python code snippet using fMBT_python

plugin.js

Source:plugin.js

1/* 2 * To change this template, choose Tools | Templates3 * and open the template in the editor.4 */5var testthing;6CKEDITOR.plugins.add('bootstrapVisibility', {7  icons: false,8    lang: 'en,es,fr,it,ru',9    init: function(editor) {10        var lang = editor.lang.bootstrapVisibility;11		 editor.filter.allow ( {12            textarea: {13                attributes: 'class',14                propertiesOnly: true15            },16            input: {17                attributes: 'class',18                propertiesOnly: true19            },20            select: {21                attributes: 'class',22                propertiesOnly: true23            },24            form: {25                attributes: 'class',26                propertiesOnly: true27            },28            button: {29                attributes: 'class',30                propertiesOnly: true31            },32			div: {33				attributes: 'class',34				propertiesOnly: true35			},36			img: {37				attributes: 'class',38				propertiesOnly: true39			},40			table: {41				attributes: 'class',42				propertiesOnly: true43			}44        }, 'formRequired');45		CKEDITOR.on('dialogDefinition', function(ev) {46            var dialogName = ev.data.name;47            var dialogDefinition = ev.data.definition;48			if(ev.data.definition.contents.length >=3) {49				ev.data.definition.minWidth=46050			}51			if(dialogName == 'checkbox' ||  dialogName == 'textfield' || dialogName == 'radio') {52                dialogDefinition.addContents( {53					id: 'responsiveVisibility',54					label: lang.respTabLabel,55					elements: [56						{57							id: 'respoVisibility',58							type: 'select',59							items: [60								[lang.none, ''],61								[lang.hidden_xs, 'hidden-xs'],62								[lang.hidden_sm, 'hidden-sm'],63								[lang.hidden_md, 'hidden-md'],64								[lang.hidden_lg, 'hidden-lg'],65								[lang.visible_xs_block, 'visible-xs-block'],66								[lang.visible_sm_block, 'visible-sm-block'],67								[lang.visible_md_block, 'visible-md-block'],68								[lang.visible_lg_block, 'visible-lg-block'],69								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],70								[lang.visible_sm_inline_block, 'visible-s--inline-block'],71								[lang.visible_md_inline_block, 'visible-md-inline-block'],72								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],73								[lang.visible_xs_inline, 'visible-xs-inline'],74								[lang.visible_sm_inline, 'visible-sm-inline'],75								[lang.visible_md_inline, 'visible-md-inline'],76								[lang.visible_lg_inline, 'visible-lg-inline']77							],78							label: lang.visibilityLabel,79							setup: function(elem) {80								var value = elem.hasAttribute('class') && tws_getResponsiveVisibility( elem.getAttribute('class'));81								this.setValue(value);82							},83							commit: function(a) {84								var element = a.element;85								var val = this.getValue();86								var classes = tws_removeResponsiveClass(element.getAttribute('class'));87							88								if(classes.length != 'undefined' && classes.length>0) {89									classes = classes + ' ' + val;90								} else {91									classes = val;92								}93								if(classes.length != 'undefined' && classes.length >0) {94									element.setAttribute('class', classes.trim());95								} else {96									element.removeAttribute('class');97								}98							}99						},100						{101							type: 'html',102							html: '<p>'+lang.classDetailsHtml+'</p>'103						}104					]105				});106			}107			else if(dialogName == 'select') {108				dialogDefinition.addContents( {109					id: 'responsiveVisibility',110					label: lang.respTabLabel,111					elements: [112						{113							id: 'respoVisibility',114							type: 'select',115							items: [116								[lang.none, ''],117								[lang.hidden_xs, 'hidden-xs'],118								[lang.hidden_sm, 'hidden-sm'],119								[lang.hidden_md, 'hidden-md'],120								[lang.hidden_lg, 'hidden-lg'],121								[lang.visible_xs_block, 'visible-xs-block'],122								[lang.visible_sm_block, 'visible-sm-block'],123								[lang.visible_md_block, 'visible-md-block'],124								[lang.visible_lg_block, 'visible-lg-block'],125								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],126								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],127								[lang.visible_md_inline_block, 'visible-md-inline-block'],128								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],129								[lang.visible_xs_inline, 'visible-xs-inline'],130								[lang.visible_sm_inline, 'visible-sm-inline'],131								[lang.visible_md_inline, 'visible-md-inline'],132								[lang.visible_lg_inline, 'visible-lg-inline']133							],134							label: lang.visibilityLabel,135							setup: function(name, element) {136                                if(name == 'clear') {137                                    this.setValue('');138                                } else if(name == 'select') {139                                    var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));140                                    this.setValue(value);141                                }142                            },143							commit: function(element) {144								var val = this.getValue();145								var classes = tws_removeResponsiveClass(element.getAttribute('class'));146							147								if(classes.length != 'undefined' && classes.length>0) {148									classes = classes + ' ' + val;149								} else {150									classes = val;151								}152								if(classes.length != 'undefined' && classes.length >0) {153									element.setAttribute('class', classes.trim());154								} else {155									element.removeAttribute('class');156								}157							}158						},159						{160							type: 'html',161							html: '<p>'+lang.classDetailsHtml+'</p>'162						}163					]164				});165			} else if(dialogName == 'form' || dialogName == 'textarea') {166				dialogDefinition.addContents( {167					id: 'responsiveVisibility',168					label: lang.respTabLabel,169					elements: [170						{171							id: 'respoVisibility',172							type: 'select',173							items: [174								[lang.none, ''],175								[lang.hidden_xs, 'hidden-xs'],176								[lang.hidden_sm, 'hidden-sm'],177								[lang.hidden_md, 'hidden-md'],178								[lang.hidden_lg, 'hidden-lg'],179								[lang.visible_xs_block, 'visible-xs-block'],180								[lang.visible_sm_block, 'visible-sm-block'],181								[lang.visible_md_block, 'visible-md-block'],182								[lang.visible_lg_block, 'visible-lg-block'],183								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],184								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],185								[lang.visible_md_inline_block, 'visible-md-inline-block'],186								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],187								[lang.visible_xs_inline, 'visible-xs-inline'],188								[lang.visible_sm_inline, 'visible-sm-inline'],189								[lang.visible_md_inline, 'visible-md-inline'],190								[lang.visible_lg_inline, 'visible-lg-inline']191							],192							label: lang.visibilityLabel,193                            setup: function(element) {194								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));195								this.setValue(value);196							},197							commit: function(element) {198								var val = this.getValue();199								var classes = tws_removeResponsiveClass(element.getAttribute('class'));200							201								if(classes.length != 'undefined' && classes.length>0) {202									classes = classes + ' ' + val;203								} else {204									classes = val;205								}206								if(classes.length != 'undefined' && classes.length >0) {207									element.setAttribute('class', classes.trim());208								} else {209									element.removeAttribute('class');210								}211							}212						},213						{214							type: 'html',215							html: '<p>'+lang.classDetailsHtml+'</p>'216						}217					]218				});219			} else if(dialogName == 'creatediv' || dialogName == 'editdiv') {220				dialogDefinition.addContents( {221					id: 'responsiveVisibility',222					label: lang.respTabLabel,223					elements: [224						{225							id: 'respoVisibility',226							type: 'select',227							items: [228								[lang.none, ''],229								[lang.hidden_xs, 'hidden-xs'],230								[lang.hidden_sm, 'hidden-sm'],231								[lang.hidden_md, 'hidden-md'],232								[lang.hidden_lg, 'hidden-lg'],233								[lang.visible_xs_block, 'visible-xs-block'],234								[lang.visible_sm_block, 'visible-sm-block'],235								[lang.visible_md_block, 'visible-md-block'],236								[lang.visible_lg_block, 'visible-lg-block'],237								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],238								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],239								[lang.visible_md_inline_block, 'visible-md-inline-block'],240								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],241								[lang.visible_xs_inline, 'visible-xs-inline'],242								[lang.visible_sm_inline, 'visible-sm-inline'],243								[lang.visible_md_inline, 'visible-md-inline'],244								[lang.visible_lg_inline, 'visible-lg-inline']245							],246							label: lang.visibilityLabel,247                            setup: function(element) {248								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));249								this.setValue(value);250							},251							commit: function(element) {252								var val = this.getValue();253								var classes = tws_removeResponsiveClass(element.getAttribute('class'));254							255								if(classes.length != 'undefined' && classes.length>0) {256									classes = classes + ' ' + val;257								} else {258									classes = val;259								}260								if(classes.length != 'undefined' && classes.length >0) {261									element.setAttribute('class', classes.trim());262								} else {263									element.removeAttribute('class');264								}265							}266						},267						{268							type: 'html',269							html: '<p>'+lang.classDetailsHtml+'</p>'270						}271					]272				});273			}274			else if(dialogName == 'button') {275				dialogDefinition.addContents( {276					id: 'responsiveVisibility',277					label: lang.respTabLabel,278					elements: [279						{280							id: 'respoVisibility',281							type: 'select',282							items: [283								[lang.none, ''],284								[lang.hidden_xs, 'hidden-xs'],285								[lang.hidden_sm, 'hidden-sm'],286								[lang.hidden_md, 'hidden-md'],287								[lang.hidden_lg, 'hidden-lg'],288								[lang.visible_xs_block, 'visible-xs-block'],289								[lang.visible_sm_block, 'visible-sm-block'],290								[lang.visible_md_block, 'visible-md-block'],291								[lang.visible_lg_block, 'visible-lg-block'],292								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],293								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],294								[lang.visible_md_inline_block, 'visible-md-inline-block'],295								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],296								[lang.visible_xs_inline, 'visible-xs-inline'],297								[lang.visible_sm_inline, 'visible-sm-inline'],298								[lang.visible_md_inline, 'visible-md-inline'],299								[lang.visible_lg_inline, 'visible-lg-inline']300							],301							label: lang.visibilityLabel,302                            setup: function(element) {303								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));304								this.setValue(value);305							},306							commit: function(elem) {307								var val = this.getValue();308								var element = elem.element;309								var classes = tws_removeResponsiveClass(element.getAttribute('class'));310							311								if(classes.length != 'undefined' && classes.length>0) {312									classes = classes + ' ' + val;313								} else {314									classes = val;315								}316								if(classes.length != 'undefined' && classes.length >0) {317									element.setAttribute('class', classes.trim());318								} else {319									element.removeAttribute('class');320								}321							}322						},323						{324							type: 'html',325							html: '<p>'+lang.classDetailsHtml+'</p>'326						}327					]328				});329			}330			else if(dialogName == 'tableProperties' || dialogName == 'table') {331				dialogDefinition.addContents( {332					id: 'responsiveVisibility',333					label: lang.respTabLabel,334					elements: [335						{336							id: 'respoVisibility',337							type: 'select',338							items: [339								[lang.none, ''],340								[lang.hidden_xs, 'hidden-xs'],341								[lang.hidden_sm, 'hidden-sm'],342								[lang.hidden_md, 'hidden-md'],343								[lang.hidden_lg, 'hidden-lg'],344								[lang.visible_xs_block, 'visible-xs-block'],345								[lang.visible_sm_block, 'visible-sm-block'],346								[lang.visible_md_block, 'visible-md-block'],347								[lang.visible_lg_block, 'visible-lg-block'],348								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],349								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],350								[lang.visible_md_inline_block, 'visible-md-inline-block'],351								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],352								[lang.visible_xs_inline, 'visible-xs-inline'],353								[lang.visible_sm_inline, 'visible-sm-inline'],354								[lang.visible_md_inline, 'visible-md-inline'],355								[lang.visible_lg_inline, 'visible-lg-inline']356							],357							label: lang.visibilityLabel,358                            setup: function(element) {359								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));360								this.setValue(value);361							},362							commit: function(hmm,element) {363								var val = this.getValue();364								var classes = tws_removeResponsiveClass(element.getAttribute('class'));365							366								if(classes.length != 'undefined' && classes.length>0) {367									classes = classes + ' ' + val;368								} else {369									classes = val;370								}371								if(classes.length != 'undefined' && classes.length >0) {372									element.setAttribute('class', classes.trim());373								} else {374									element.removeAttribute('class');375								}376							}377						},378						{379							type: 'html',380							html: '<p>'+lang.classDetailsHtml+'</p>'381						}382					]383				});384			}385			else if(dialogName == 'image' || dialogName == 'imagebutton') {386				dialogDefinition.addContents( {387					id: 'responsiveVisibility',388					label: lang.respTabLabel,389					elements: [390						{391							id: 'respoVisibility',392							type: 'select',393							items: [394								[lang.none, ''],395								[lang.hidden_xs, 'hidden-xs'],396								[lang.hidden_sm, 'hidden-sm'],397								[lang.hidden_md, 'hidden-md'],398								[lang.hidden_lg, 'hidden-lg'],399								[lang.visible_xs_block, 'visible-xs-block'],400								[lang.visible_sm_block, 'visible-sm-block'],401								[lang.visible_md_block, 'visible-md-block'],402								[lang.visible_lg_block, 'visible-lg-block'],403								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],404								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],405								[lang.visible_md_inline_block, 'visible-md-inline-block'],406								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],407								[lang.visible_xs_inline, 'visible-xs-inline'],408								[lang.visible_sm_inline, 'visible-sm-inline'],409								[lang.visible_md_inline, 'visible-md-inline'],410								[lang.visible_lg_inline, 'visible-lg-inline']411							],412							label: lang.visibilityLabel,413                            setup: function(hmm, element) {414								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));415								this.setValue(value);416							},417							commit: function(hmm,element) {418								var val = this.getValue();419								var classes = tws_removeResponsiveClass(element.getAttribute('class'));420							421								if(classes.length != 'undefined' && classes.length>0) {422									classes = classes + ' ' + val;423								} else {424									classes = val;425								}426								if(classes.length != 'undefined' && classes.length >0) {427									element.setAttribute('class', classes.trim());428								} else {429									element.removeAttribute('class');430								}431							}432						},433						{434							type: 'html',435							html: '<p>'+lang.classDetailsHtml+'</p>'436						}437					]438				});439			}440			else if(dialogName == 'flash') {441				dialogDefinition.addContents( {442					id: 'responsiveVisibility',443					label: lang.respTabLabel,444					elements: [445						{446							id: 'respoVisibility',447							type: 'select',448							items: [449								[lang.none, ''],450								[lang.hidden_xs, 'hidden-xs'],451								[lang.hidden_sm, 'hidden-sm'],452								[lang.hidden_md, 'hidden-md'],453								[lang.hidden_lg, 'hidden-lg'],454								[lang.visible_xs_block, 'visible-xs-block'],455								[lang.visible_sm_block, 'visible-sm-block'],456								[lang.visible_md_block, 'visible-md-block'],457								[lang.visible_lg_block, 'visible-lg-block'],458								[lang.visible_xs_inline_block, 'visible-xs-inline-block'],459								[lang.visible_sm_inline_block, 'visible-sm-inline-block'],460								[lang.visible_md_inline_block, 'visible-md-inline-block'],461								[lang.visible_lg_inline_block, 'visible-lg-inline-block'],462								[lang.visible_xs_inline, 'visible-xs-inline'],463								[lang.visible_sm_inline, 'visible-sm-inline'],464								[lang.visible_md_inline, 'visible-md-inline'],465								[lang.visible_lg_inline, 'visible-lg-inline']466							],467							label: lang.visibilityLabel,468                            setup: function(element,b,c) {469								var value = element.hasAttribute('class') && tws_getResponsiveVisibility( element.getAttribute('class'));470								this.setValue(value);471							},472							commit: function(element,b,c,d) {473								var val = this.getValue();474								var classes = tws_removeResponsiveClass(element.getAttribute('class'));475							476								if(classes.length != 'undefined' && classes.length>0) {477									classes = classes + ' ' + val;478								} else {479									classes = val;480								}481								if(classes.length != 'undefined' && classes.length >0) {482									element.setAttribute('class', classes.trim());483								} else {484									element.removeAttribute('class');485								}486							}487						},488						{489							type: 'html',490							html: '<p>'+lang.classDetailsHtml+'</p>'491						}492					]493				});494			}495		});496		497	}498	499	500});501function isArray(arr) {502    return arr.constructor.toString().indexOf("Array") > -1;503}504function tws_isResponsiveClass(className) {505	var responsiveClassList = new Array(506		'hidden-xs','hidden-sm','hidden-md','hidden-lg',507		'visible-xs-block','visible-sm-block','visible-md-block','visible-lg-block',508		'visible-xs-inline-block','visible-sm-inline-block', 'visible-md-inline-block','visible-lg-inline-block',509		'visible-xs-inline', 'visible-sm-inline','visible-md-inline,','visible-lg-inline'510	);511		512	for(i=0;i<responsiveClassList.length;i++) {513		if(className == responsiveClassList[i]) {514			return true;515		}516	}517	return false;518}519function tws_getResponsiveVisibility(classes) {520	if(classes.length > 0) {521		list = classes.split(' ');522		if(isArray(list)) {523			for(iasd=0; iasd<list.length; iasd++) {524				if(tws_isResponsiveClass(list[iasd])) {525					return list[iasd];526				}527			}528		} else {529			if(tws_isResponsiveClass(list)) {530				return list;531				532			} else {533				return '';534			}535		}536	}537	return '';538}539function tws_removeResponsiveClass(classes) {540	var returnData = '';541	if( classes != null && classes.length>0) {542		list = classes.split(' ');543		if(isArray(list)) {544			for(ib=0;ib<list.length;ib++) {545				if(!tws_isResponsiveClass(list[ib])) {546					returnData = returnData + ' '+list[ib];547				}548			}549		} else {550			returnData = classes;551		}552	}553	return returnData.trim();...

rbm.py

Source:rbm.py

...93        :return: self94        """95        self._create_placeholders(n_features)96        self._create_variables(n_features)97        self.encode = self.sample_hidden_from_visible(self.input_data)[0]98        self.reconstruction = self.sample_visible_from_hidden(99            self.encode, n_features)100        hprob0, hstate0, vprob, hprob1, hstate1 = self.gibbs_sampling_step(101            self.input_data, n_features)102        positive = self.compute_positive_association(self.input_data,103                                                     hprob0, hstate0)104        nn_input = vprob105        for step in range(self.gibbs_sampling_steps - 1):106            hprob, hstate, vprob, hprob1, hstate1 = self.gibbs_sampling_step(107                nn_input, n_features)108            nn_input = vprob109        negative = tf.matmul(tf.transpose(vprob), hprob1)110        self.w_upd8 = self.W.assign_add(111            self.learning_rate * (positive - negative) / self.batch_size)112        self.bh_upd8 = self.bh_.assign_add(tf.multiply(self.learning_rate, tf.reduce_mean(113            tf.subtract(hprob0, hprob1), 0)))114        self.bv_upd8 = self.bv_.assign_add(tf.multiply(self.learning_rate, tf.reduce_mean(115            tf.subtract(self.input_data, vprob), 0)))116        variables = [self.W, self.bh_, self.bv_]117        regterm = Layers.regularization(variables, self.regtype, self.regcoef)118        self.cost = self.loss.compile(vprob, self.input_data, regterm=regterm)119    def _create_placeholders(self, n_features):120        """Create the TensorFlow placeholders for the model.121        :param n_features: number of features122        :return: self123        """124        self.input_data = tf.placeholder(tf.float32, [None, n_features],125                                         name='x-input')126        self.hrand = tf.placeholder(tf.float32, [None, self.num_hidden],127                                    name='hrand')128        self.vrand = tf.placeholder(tf.float32, [None, n_features],129                                    name='vrand')130        # not used in this model, created just to comply with131        # unsupervised_model.py132        self.input_labels = tf.placeholder(tf.float32)133        self.keep_prob = tf.placeholder(tf.float32, name='keep-probs')134    def _create_variables(self, n_features):135        """Create the TensorFlow variables for the model.136        :param n_features: number of features137        :return: self138        """139        w_name = 'weights'140        self.W = tf.Variable(tf.truncated_normal(141            shape=[n_features, self.num_hidden], stddev=0.1), name=w_name)142        tf.summary.histogram(w_name, self.W)143        bh_name = 'hidden-bias'144        self.bh_ = tf.Variable(tf.constant(0.1, shape=[self.num_hidden]),145                               name=bh_name)146        tf.summary.histogram(bh_name, self.bh_)147        bv_name = 'visible-bias'148        self.bv_ = tf.Variable(tf.constant(0.1, shape=[n_features]),149                               name=bv_name)150        tf.summary.histogram(bv_name, self.bv_)151    def gibbs_sampling_step(self, visible, n_features):152        """Perform one step of gibbs sampling.153        :param visible: activations of the visible units154        :param n_features: number of features155        :return: tuple(hidden probs, hidden states, visible probs,156                       new hidden probs, new hidden states)157        """158        hprobs, hstates = self.sample_hidden_from_visible(visible)159        vprobs = self.sample_visible_from_hidden(hprobs, n_features)160        hprobs1, hstates1 = self.sample_hidden_from_visible(vprobs)161        return hprobs, hstates, vprobs, hprobs1, hstates1162    def sample_hidden_from_visible(self, visible):163        """Sample the hidden units from the visible units.164        This is the Positive phase of the Contrastive Divergence algorithm.165        :param visible: activations of the visible units166        :return: tuple(hidden probabilities, hidden binary states)167        """168        hprobs = tf.nn.sigmoid(tf.add(tf.matmul(visible, self.W), self.bh_))169        hstates = utilities.sample_prob(hprobs, self.hrand)170        return hprobs, hstates171    def sample_visible_from_hidden(self, hidden, n_features):172        """Sample the visible units from the hidden units.173        This is the Negative phase of the Contrastive Divergence algorithm.174        :param hidden: activations of the hidden units175        :param n_features: number of features176        :return: visible probabilities...

visible_rect.py

Source:visible_rect.py

1import numpy as np23from rectangle import Rectangle4import copy56class RegionRect:7    def __init__(self, x, y, visible_region):8        self.x = x9        self.y = y10        self.visible_region = visible_region11        self.width = self.visible_region.shape[1]12        self.height = self.visible_region.shape[0]13        self.rect = Rectangle(x, y, x + self.width, y + self.height)1415    def __deepcopy__(self, memo_dict):16        x = self.x17        y = self.y18        visible_region = np.copy(self.visible_region)19        return RegionRect(x, y, visible_region)2021    @staticmethod22    def compute_visible_clipping(inner_visible_region_rect, outer_visible_region_rect):23        intersect_rect = inner_visible_region_rect.rect & outer_visible_region_rect.rect24        if intersect_rect is None:25            return None26        intersect_visible_region = inner_visible_region_rect.visible_region[27                                   intersect_rect.y1 - inner_visible_region_rect.rect.y1:intersect_rect.y1 - inner_visible_region_rect.rect.y1 + intersect_rect.get_height(),28                                   intersect_rect.x1 - inner_visible_region_rect.rect.x1:intersect_rect.x1 - inner_visible_region_rect.rect.x1 + intersect_rect.get_width()29                                   ]30        intersect_visible_region = np.copy(intersect_visible_region)31        outer_intersect_visible_region = outer_visible_region_rect.visible_region[32                                   intersect_rect.y1 - outer_visible_region_rect.rect.y1:intersect_rect.y1 - outer_visible_region_rect.rect.y1 + intersect_rect.get_height(),33                                   intersect_rect.x1 - outer_visible_region_rect.rect.x1:intersect_rect.x1 - outer_visible_region_rect.rect.x1 + intersect_rect.get_width()34                                   ]35        intersect_visible_region = np.bitwise_and(intersect_visible_region, outer_intersect_visible_region)36        return RegionRect(intersect_rect.x1, intersect_rect.y1, intersect_visible_region)373839    def check_if_overlapped_with(self, outer_visible_region_rect):40        intersect_rect = self.rect & outer_visible_region_rect.rect41        if intersect_rect is None:42            return False43        intersect_self_region = self.visible_region[44                                   intersect_rect.y1 - self.rect.y1:intersect_rect.y1 - self.rect.y1 + intersect_rect.get_height(),45                                   intersect_rect.x1 - self.rect.x1:intersect_rect.x1 - self.rect.x1 + intersect_rect.get_width()46                                   ]47        outer_intersect_visible_region = outer_visible_region_rect.visible_region[48                                   intersect_rect.y1 - outer_visible_region_rect.rect.y1:intersect_rect.y1 - outer_visible_region_rect.rect.y1 + intersect_rect.get_height(),49                                   intersect_rect.x1 - outer_visible_region_rect.rect.x1:intersect_rect.x1 - outer_visible_region_rect.rect.x1 + intersect_rect.get_width()50                                   ]51        result = np.bitwise_and(intersect_self_region, outer_intersect_visible_region)52        result = np.bitwise_and(result, intersect_self_region)53        if np.sum(result) > 0:54            return True55        return False5657    @staticmethod58    def compute_visible_subintersect(inner_visible_region_rect, outer_visible_region_rect):59        result_region_rect = copy.deepcopy(inner_visible_region_rect)60        intersect_rect = result_region_rect.rect & outer_visible_region_rect.rect61        if intersect_rect is None:62            return result_region_rect63        intersect_visible_region = result_region_rect.visible_region[64                                   intersect_rect.y1 - result_region_rect.rect.y1:intersect_rect.y1 - result_region_rect.rect.y1 + intersect_rect.get_height(),65                                   intersect_rect.x1 - result_region_rect.rect.x1:intersect_rect.x1 - result_region_rect.rect.x1 + intersect_rect.get_width()66                                   ]67        outer_intersect_visible_region = outer_visible_region_rect.visible_region[68                                   intersect_rect.y1 - outer_visible_region_rect.rect.y1:intersect_rect.y1 - outer_visible_region_rect.rect.y1 + intersect_rect.get_height(),69                                   intersect_rect.x1 - outer_visible_region_rect.rect.x1:intersect_rect.x1 - outer_visible_region_rect.rect.x1 + intersect_rect.get_width()70                                   ]71        outer_intersect_visible_region = np.bitwise_not(outer_intersect_visible_region)72        union = np.bitwise_and(intersect_visible_region, outer_intersect_visible_region)73        result_region_rect.visible_region[74            intersect_rect.y1 - result_region_rect.rect.y1:intersect_rect.y1 - result_region_rect.rect.y1 + intersect_rect.get_height(),75            intersect_rect.x1 - result_region_rect.rect.x1:intersect_rect.x1 - result_region_rect.rect.x1 + intersect_rect.get_width()76        ] = union77        return result_region_rect7879    @staticmethod80    def compute_visible_subtract(inner_visible_region_rect, outer_visible_region_rect):81        result_region_rect = copy.deepcopy(inner_visible_region_rect)82        intersect_rect = result_region_rect.rect & outer_visible_region_rect.rect83        if intersect_rect is None:84            return result_region_rect85        intersect_visible_region = result_region_rect.visible_region[86                                   intersect_rect.y1 - result_region_rect.rect.y1:intersect_rect.y1 - result_region_rect.rect.y1 + intersect_rect.get_height(),87                                   intersect_rect.x1 - result_region_rect.rect.x1:intersect_rect.x1 - result_region_rect.rect.x1 + intersect_rect.get_width()88                                   ]89        outer_intersect_visible_region = outer_visible_region_rect.visible_region[90                                         intersect_rect.y1 - outer_visible_region_rect.rect.y1:intersect_rect.y1 - outer_visible_region_rect.rect.y1 + intersect_rect.get_height(),91                                         intersect_rect.x1 - outer_visible_region_rect.rect.x1:intersect_rect.x1 - outer_visible_region_rect.rect.x1 + intersect_rect.get_width()92                                         ]93        union = np.where(outer_intersect_visible_region>0, False, intersect_visible_region)94        # outer_intersect_visible_region = np.bitwise_not(outer_intersect_visible_region)95        # union = np.bitwise_and(intersect_visible_region, outer_intersect_visible_region)96        result_region_rect.visible_region[97        intersect_rect.y1 - result_region_rect.rect.y1:intersect_rect.y1 - result_region_rect.rect.y1 + intersect_rect.get_height(),98        intersect_rect.x1 - result_region_rect.rect.x1:intersect_rect.x1 - result_region_rect.rect.x1 + intersect_rect.get_width()99        ] = union100        return result_region_rect101102    def get_visible_region(self, visible_region_rect):103        if visible_region_rect is None:104            return self.visible_region105        intersect_rect = self.rect & visible_region_rect.rect106        if intersect_rect is None:107            return None108        y1 = intersect_rect.y1 - self.rect.y1109        x1 = intersect_rect.x1 - self.rect.x1110        intersect_region = self.visible_region[y1:y1+intersect_rect.get_height(),111                                            x1:x1+intersect_rect.get_width()]112        y1 = intersect_rect.y1 - visible_region_rect.rect.y1113        x1 = intersect_rect.x1 - visible_region_rect.rect.x1114        intersect_visible_region = visible_region_rect.visible_region[y1:y1+intersect_rect.get_height(),115                                            x1:x1+intersect_rect.get_width()]116        return np.bitwise_and(intersect_region, intersect_visible_region)117118    @staticmethod119    def compute_height_and_width(visible_region):120        """121        return the minimum region containing the content region122        :param visible_region: a region containing information123        :return: the height and width of this minimum region124        """125        width = np.sum(np.where(np.sum(visible_region, axis=0) > 0, 1, 0))126        height = np.sum(np.where(np.sum(visible_region, axis=1) > 0, 1, 0))127        return height, width128129    @staticmethod130    def compute_offset(visible_region):131        """132        return the minimum region containing the content region133        :param visible_region: a region containing information134        :return: the height and width of this minimum region135        """136        width = np.where(np.sum(visible_region, axis=0) > 0, 1, 0)137        width_index = np.argwhere(width==1).reshape((-1))138        if len(width_index)>1:139            width_offset = sorted(width_index)[0]140        else:141            width_offset = -1142143        height = np.where(np.sum(visible_region, axis=1) > 0, 1, 0)144        height_index = np.argwhere(height == 1).reshape((-1))145        if len(height_index) > 1:146            height_offset = sorted(height_index)[0]147        else:148            height_offset = -1149        if height_offset!=-1 and height_offset!=-1:150            visible_region = visible_region[height_offset:height_offset+np.sum(height),151                                 width_offset:width_offset+np.sum(width)]152153
...

modifyclusterattributes.py

Source:modifyclusterattributes.py

1# Copyright 2014 Amazon.com, Inc. or its affiliates. All Rights Reserved.2#3# Licensed under the Apache License, Version 2.0 (the "License"). You4# may not use this file except in compliance with the License. A copy of5# the License is located at6#7#     http://aws.amazon.com/apache2.0/8#9# or in the "license" file accompanying this file. This file is10# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF11# ANY KIND, either express or implied. See the License for the specific12# language governing permissions and limitations under the License.13from awscli.customizations.emr import emrutils14from awscli.customizations.emr import exceptions15from awscli.customizations.emr import helptext16from awscli.customizations.emr.command import Command17class ModifyClusterAttr(Command):18    NAME = 'modify-cluster-attributes'19    DESCRIPTION = ("Modifies the cluster attributes 'visible-to-all-users' and"20                   " 'termination-protected'.")21    ARG_TABLE = [22        {'name': 'cluster-id', 'required': True,23            'help_text': helptext.CLUSTER_ID},24        {'name': 'visible-to-all-users', 'required': False, 'action':25            'store_true', 'group_name': 'visible',26            'help_text': 'Change cluster visibility for IAM users'},27        {'name': 'no-visible-to-all-users', 'required': False, 'action':28            'store_true', 'group_name': 'visible',29            'help_text': 'Change cluster visibility for IAM users'},30        {'name': 'termination-protected', 'required': False, 'action':31            'store_true', 'group_name': 'terminate',32            'help_text': 'Set termination protection on or off'},33        {'name': 'no-termination-protected', 'required': False, 'action':34            'store_true', 'group_name': 'terminate',35            'help_text': 'Set termination protection on or off'},36    ]37    def _run_main_command(self, args, parsed_globals):38        if (args.visible_to_all_users and args.no_visible_to_all_users):39            raise exceptions.MutualExclusiveOptionError(40                option1='--visible-to-all-users',41                option2='--no-visible-to-all-users')42        if (args.termination_protected and args.no_termination_protected):43            raise exceptions.MutualExclusiveOptionError(44                option1='--termination-protected',45                option2='--no-termination-protected')46        if not(args.termination_protected or args.no_termination_protected or47               args.visible_to_all_users or args.no_visible_to_all_users):48            raise exceptions.MissingClusterAttributesError()49        if (args.visible_to_all_users or args.no_visible_to_all_users):50            visible = (args.visible_to_all_users and51                       not args.no_visible_to_all_users)52            parameters = {'JobFlowIds': [args.cluster_id],53                          'VisibleToAllUsers': visible}54            emrutils.call_and_display_response(self._session,55                                               'SetVisibleToAllUsers',56                                               parameters, parsed_globals)57        if (args.termination_protected or args.no_termination_protected):58            protected = (args.termination_protected and59                         not args.no_termination_protected)60            parameters = {'JobFlowIds': [args.cluster_id],61                          'TerminationProtected': protected}62            emrutils.call_and_display_response(self._session,63                                               'SetTerminationProtection',64                                               parameters, parsed_globals)...

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