How to use scope method in tempest

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Scope.test.js

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1import Scope from 'js_legacy/​Scope';2import Lib from 'util/​functions';3const def = new Lib();4describe('Scope', function () {5 it('can be constructed using an object', function () {6 let scope = new Scope();7 scope.aProperty = 1;8 expect(scope.aProperty).toBe(1);9 });10 describe('digest', function () {11 let scope;12 beforeEach(function () {13 scope = new Scope();14 });15 it('calls the listener function of a watch o first $digest', function () {16 let watchFn = function () {17 return 'wat';18 };19 let listenerFn = jest.fn(def.noop);20 scope.$watch(watchFn, listenerFn);21 scope.$digest();22 expect(listenerFn).toHaveBeenCalled();23 });24 it('calls the listener function when the watch value changes', function () {25 scope.someValue = 'a';26 scope.counter = 0;27 scope.$watch(28 function (scope) {29 return scope.someValue; /​/​the expression30 },31 function (newValue, oldValue, scope) {32 scope.counter++;33 },34 );35 expect(scope.counter).toBe(0);36 scope.$digest();37 expect(scope.counter).toBe(1);38 scope.$digest();39 expect(scope.counter).toBe(1);40 });41 it('calls listener with new value as old value the first time', function () {42 scope.someValue = 123;43 let testFirstTimeWatch = undefined;44 scope.$watch(45 function (scope) {46 return scope.someValue;47 },48 function (newValue, oldValue) {49 /​/​oldValue === initWatchVal --> newVal50 testFirstTimeWatch = oldValue;51 },52 );53 expect(testFirstTimeWatch).toBeUndefined();54 scope.$digest();55 expect(testFirstTimeWatch).toBe(123);56 scope.someValue = 124;57 scope.$digest();58 expect(testFirstTimeWatch).toBe(123); /​/​oldValue59 });60 it('watch function without any listener function', function () {61 let watchFn = jest.fn().mockReturnValue('hello');62 scope.$watch(watchFn);63 scope.$digest();64 expect(watchFn).toHaveBeenCalled();65 expect(watchFn).toHaveReturnedWith('hello');66 });67 it('keep digesting while dirty one watcher changes the value of another watcher', function () {68 scope.name = 'Bob';69 scope.initial = null;70 /​/​order of $watches are intended so the dependent one will get passover than because of dirty will get rendered again71 scope.$watch(72 function (scope) {73 return scope.nameUpper;74 },75 function (newValue, oldValue, scope) {76 if (newValue) {77 scope.initial = newValue.substring(0, 1) + '.';78 }79 },80 );81 scope.$watch(82 function (scope) {83 return scope.name;84 },85 function (newValue, oldValue, scope) {86 if (newValue) {87 scope.nameUpper = newValue.toUpperCase();88 }89 },90 );91 scope.$digest();92 expect(scope.initial).toBe('B.');93 scope.name = 'George';94 scope.$digest();95 expect(scope.initial).toBe('G.');96 });97 it('unstable digest two watches being dependent from one another', function () {98 scope.first = 0;99 scope.second = 0;100 scope.$watch(101 function (scope) {102 return scope.first;103 },104 function () {105 scope.second++;106 },107 );108 scope.$watch(109 function (scope) {110 return scope.second;111 },112 function () {113 scope.first++;114 },115 );116 expect(function () {117 scope.$digest();118 }).toThrow();119 });120 it('watcher unstable and inefficient digest cycle', function () {121 scope.array = def.Lo.range(100);122 let watchExecution = 0;123 def.Lo.times(100, function (i) {124 scope.$watch(125 function (scope) {126 /​/​setting up 100 watchers127 watchExecution++;128 return scope.array[i]; /​/​setting return value on each value of the array129 },130 function () {},131 );132 });133 /​/​loop goes on all the watchers then the second round to determine whether some watcher was changed in the listener134 scope.$digest();135 expect(watchExecution).toBe(200);136 scope.array[0] = 69;137 scope.$digest();138 expect(watchExecution).toBe(301); /​/​if not with short circuit-ing optimization139 });140 it('does not end digest so that new watches are not run Watch inside a Watch', function () {141 scope.someValue = 'a';142 scope.counter = 0;143 /​/​second watch without reset on every watch will never run because were ending the digest before new watch would run144 /​/​bcz we're ending the digest detecting the first watch as dirty145 scope.$watch(146 function (scope) {147 return scope.someValue;148 },149 function (newValue, oldValue, scope) {150 scope.$watch(151 function (scope) {152 /​/​on ,first it will put the watcher, but it will be lost since it will be terminated153 return scope.someValue;154 },155 function (newValue, oldValue, scope) {156 scope.counter++;157 },158 );159 },160 );161 scope.$digest();162 expect(scope.counter).toBe(1);163 });164 it('watching an array or an object', function () {165 scope.aValue = [1, 2, 3];166 scope.counter = 0;167 scope.$watch(168 function (scope) {169 return scope.aValue;170 },171 function (newValue, oldValue, scope) {172 scope.counter++;173 },174 true,175 );176 scope.$digest();177 expect(scope.counter).toBe(1);178 scope.aValue.push(4);179 scope.$digest();180 expect(scope.counter).toBe(2);181 });182 it('correct handle NAN', function () {183 scope.number = 0 /​ 0; /​/​NaN184 scope.counter = 0;185 scope.$watch(186 function (scope) {187 return scope.number;188 },189 function (n, o, scope) {190 scope.counter++;191 },192 );193 scope.$digest();194 expect(scope.counter).toBe(1);195 scope.$digest();196 expect(scope.counter).toBe(1);197 });198 it('$eval creating and return of the result with one parameter and with two parameter', function () {199 scope.aValue = 42;200 let result = scope.$eval(function (scope) {201 return scope.aValue;202 });203 expect(result).toBe(42);204 let result2 = scope.$eval(function (scope, arg) {205 return scope.aValue + arg;206 }, 2);207 expect(result2).toBe(44);208 });209 it('apply function which will take and expr or not and trigger a digest cycle', function () {210 scope.aValue = 'someThingShouldBeHere';211 scope.counter = 0;212 scope.$watch(213 function () {214 return scope.aValue;215 },216 function (newValue, oldValue, scope) {217 scope.counter++;218 },219 );220 scope.$digest();221 expect(scope.counter).toBe(1);222 scope.$apply(function (scope) {223 scope.aValue = 'ApplyChangedMe';224 });225 expect(scope.counter).toBe(2);226 expect(scope.aValue).toBe('ApplyChangedMe');227 });228 it('executes evalAsync in function later in the same cycle', function () {229 scope.aValue = [1, 2, 3];230 scope.asyncEvaluated = false;231 scope.asyncEvaluatedImmediately = false;232 scope.$watch(233 function (scope) {234 return scope.aValue;235 },236 function (newValue, oldValue, scope) {237 scope.$evalAsync(function (scope) {238 scope.asyncEvaluated = true;239 });240 scope.asyncEvaluatedImmediately = scope.asyncEvaluated; /​/​won't pick up the new Value here but after the main digest is over241 },242 );243 scope.$digest();244 expect(scope.asyncEvaluatedImmediately).toBeFalsy(); /​/​means it will be evaluated before the evalAsync digest in progress245 expect(scope.asyncEvaluated).toBeTruthy();246 });247 it('executes evalAsync in the watch functions when not dirty!!', function () {248 scope.aValueWorking = 'WorkingCaseEvalAsyncNotDirty';249 scope.asyncEvaluatedTimesWorking = 0;250 scope.aValue = [1, 2, 3];251 scope.asyncEvaluatedTimes = 0;252 scope.$watch(253 function (scope) {254 if (!scope.asyncEvaluatedTimesWorking) {255 scope.$evalAsync(function (scope) {256 /​/​this one will get scheduled when a watch is dirty257 scope.asyncEvaluatedTimesWorking++;258 });259 }260 return scope.aValueWorking;261 },262 function () {},263 );264 /​/​what if we schedule an evalAsync when no watch is dirty265 scope.$watch(266 function (scope) {267 if (scope.asyncEvaluatedTimes < 2) {268 /​/​second time watch won't be dirty , and it will be a problem269 scope.$evalAsync(function (scope) {270 scope.asyncEvaluatedTimes++;271 });272 }273 return scope.aValue;274 },275 function () {},276 );277 scope.$digest();278 expect(scope.asyncEvaluatedTimesWorking).toBeTruthy();279 expect(scope.asyncEvaluatedTimes).toBe(2);280 });281 it('has a $$phase field whose value is the current digest phase', function () {282 scope.aValue = [1, 2, 3];283 scope.phaseInWatch = undefined;284 scope.phaseInListener = undefined;285 scope.phaseInApply = undefined;286 scope.$watch(287 function () {288 scope.phaseInWatch = scope.$$phase;289 return scope.aValue;290 },291 function (newValue, oldValue, scope) {292 scope.phaseInListener = scope.$$phase;293 },294 );295 scope.$apply(function () {296 scope.phaseInApply = scope.$$phase;297 });298 expect(scope.phaseInWatch).toBe('$digest');299 expect(scope.phaseInListener).toBe('$digest');300 expect(scope.phaseInApply).toBe('$apply');301 });302 it('schedules a digest in $evalAsync', function (done) {303 scope.aValue = 'abc';304 scope.counter = 0;305 scope.$watch(306 function (scope) {307 return scope.aValue;308 },309 function () {310 scope.counter++;311 },312 );313 scope.$evalAsync(function () {}); /​/​trigger a digest if none is running314 expect(scope.counter).toBe(0);315 setTimeout(function () {316 expect(scope.counter).toBe(1);317 done();318 }, 50);319 });320 it('allows async $apply with $applyAsync', function (done) {321 scope.counter = 0;322 scope.aValue = 88;323 scope.$watch(324 function () {325 return scope.aValue;326 },327 function (newValue, oldValue, scope) {328 scope.counter++;329 },330 );331 scope.$digest();332 expect(scope.counter).toBe(1);333 scope.$applyAsync(function (scope) {334 scope.aValue = 'somethingHere';335 });336 expect(scope.counter).toBe(1);337 setTimeout(function () {338 expect(scope.counter).toBe(2);339 done();340 }, 50);341 });342 it('never executes $applyAsync!ed function in the same cycle', function (done) {343 scope.aValue = [1, 2, 3];344 scope.asyncApplied = false;345 scope.$watch(346 function (scope) {347 return scope.aValue;348 },349 function (newValue, oldValue, scope) {350 scope.$applyAsync(function (scope) {351 scope.asyncApplied = true;352 });353 },354 );355 scope.$digest();356 expect(scope.asyncApplied).toBe(false);357 setTimeout(function () {358 expect(scope.asyncApplied).toBe(true);359 done();360 }, 50);361 });362 it('coalescing many call of $applyAsync', function (done) {363 scope.counter = 0;364 scope.$watch(365 function (scope) {366 scope.counter++;367 return scope.aValue;368 },369 function () {},370 );371 scope.$applyAsync(function (scope) {372 scope.aValue = 's1';373 });374 scope.$applyAsync(function (scope) {375 scope.aValue = 's2';376 });377 setTimeout(function () {378 expect(scope.counter).toBe(2);379 done();380 }, 50);381 });382 it('runs a $$postDigest function after each digest', function () {383 scope.counter = 0;384 scope.$$postDigest(function () {385 scope.counter++;386 });387 expect(scope.counter).toBeFalsy();388 scope.$digest();389 expect(scope.counter).toBe(1);390 scope.$digest(); /​/​here the Queue is already consumed391 expect(scope.counter).toBe(1);392 });393 it('does not include $postDigest in the the digest cycle', function () {394 scope.aValue = 'someOriginalValue';395 scope.listenerChangedValue = '';396 scope.$$postDigest(function () {397 scope.aValue = 'someChangedValue'; /​/​won't immediately check out by dirty checking mechanism398 });399 scope.$watch(400 function () {401 return scope.aValue;402 },403 function (newValue, oldValue, scope) {404 scope.listenerChangedValue = newValue; /​/​pick up the old Digested then after the listener405 },406 );407 scope.$digest();408 expect(scope.listenerChangedValue).toBe('someOriginalValue');409 scope.$digest();410 expect(scope.listenerChangedValue).toBe('someChangedValue');411 });412 it('catches the exceptions in watch functions and continues', function () {413 scope.aValue = 'abc';414 scope.counter = 0;415 scope.$watch(function () {416 throw 'error';417 });418 scope.$watch(419 function (scope) {420 return scope.aValue;421 },422 function (newValue, oldValue, scope) {423 scope.counter++;424 },425 );426 scope.$digest();427 expect(scope.counter).toBe(1);428 });429 it('catches the exceptions in Listener functions and continues', function () {430 scope.aValue = 'abc';431 scope.counter = 0;432 scope.$watch(433 function () {434 return scope.aValue;435 },436 function () {437 throw 'error';438 },439 );440 scope.$watch(441 function (scope) {442 return scope.aValue;443 },444 function (newValue, oldValue, scope) {445 scope.counter++;446 },447 );448 scope.$digest();449 expect(scope.counter).toBe(1);450 });451 it('catches exceptions in evalAsync', function (done) {452 scope.aValue = 'abc';453 scope.counter = 0;454 scope.$watch(455 function (scope) {456 return scope.aValue;457 },458 function (newValue, oldValue, scope) {459 scope.counter++;460 },461 );462 scope.$evalAsync(function () {463 throw 'Error';464 });465 setTimeout(function () {466 expect(scope.counter).toBe(1);467 done();468 }, 50);469 });470 it('catches exceptions in asyncApply', function (done) {471 scope.$applyAsync(function () {472 throw 'Error';473 });474 scope.$applyAsync(function () {475 throw 'Error2';476 });477 scope.$applyAsync(function () {478 scope.applied = true;479 });480 setTimeout(function () {481 expect(scope.applied).toBeTruthy();482 done();483 }, 50);484 });485 it('catches exceptions in postDigest', function () {486 scope.$$postDigest(function () {487 throw 'Error';488 });489 scope.$$postDigest(function () {490 throw 'Error2';491 });492 scope.$$postDigest(function () {493 scope.run = true;494 });495 scope.$digest();496 expect(scope.run).toBeTruthy();497 });498 it('allows a particular watch to be destroyed', function () {499 scope.aValue = 'abc';500 scope.counter = 0;501 let destroyedWatch = scope.$watch(502 function () {503 return scope.aValue;504 },505 function (newValue, oldValue, scope) {506 scope.counter++;507 },508 );509 scope.$digest();510 expect(scope.counter).toBe(1);511 scope.aValue = 'bcd';512 scope.$digest();513 expect(scope.counter).toBe(2);514 scope.aValue = 'efg';515 destroyedWatch();516 scope.$digest();517 expect(scope.counter).toBe(2);518 });519 it('allows destroying a watching during a digest', function () {520 scope.aValue = 'abc';521 let watchCalls = [];522 scope.$watch(function (scope) {523 watchCalls.push('first');524 return scope.aValue;525 });526 let destroyWatch = scope.$watch(function () {527 watchCalls.push('second');528 destroyWatch(); /​/​this should not trick the order and the shifting order of the watcher, so they won't budge529 });530 scope.$watch(function (scope) {531 watchCalls.push('third');532 return scope.aValue;533 });534 scope.$digest();535 expect(watchCalls).toEqual(['first', 'second', 'third', 'first', 'third']);536 });537 it('allows the $watch to destroy another during digest', function () {538 scope.aValue = 'abc';539 scope.counter = 0;540 scope.$watch(541 function () {542 return scope.aValue;543 },544 function () {545 destroyWatch();546 },547 );548 let destroyWatch = scope.$watch(549 function () {},550 function () {},551 );552 scope.$watch(553 function (scope) {554 return scope.aValue;555 },556 function (newValue, oldValue, scope) {557 scope.counter++;558 },559 );560 scope.$digest();561 expect(scope.counter).toBe(1);562 });563 it('allows in the $watch to destroy multiple watches in te digest', function () {564 scope.aValue = 'abc';565 scope.counter = 0;566 let destroyWatch1 = scope.$watch(function () {567 destroyWatch1();568 destroyWatch2(); /​/​why it makes it undefined rather than deleting it from the array569 });570 let destroyWatch2 = scope.$watch(571 function () {572 return scope.aValue;573 },574 function (newValue, oldValue, scope) {575 scope.counter++;576 },577 );578 scope.$digest();579 expect(scope.counter).toBe(0);580 });581 });582 describe('$watchGroup', function () {583 let scope;584 beforeEach(function () {585 scope = new Scope();586 });587 /​*it('takes watches as an array can calls the listener with arrays', function () {588 let gotNewValue = null;589 let gotOldValue = null;590 scope.aValue = 1;591 scope.anotherValue = 2;592 scope.$watchGroup(593 [594 function (scope) {595 return scope.aValue;596 },597 function (scope) {598 return scope.anotherValue;599 },600 ],601 function (newValues, oldValues) {602 gotNewValue = newValues;603 gotOldValue = oldValues;604 },605 );606 scope.$digest();607 expect(gotNewValue).toEqual([1, 2]);608 expect(gotOldValue).toEqual([1, 2]);609 });*/​610 /​*it('only calls listener once per digest', function () {611 let counter = 0;612 scope.aValue = 1;613 scope.anotherValue = 2;614 scope.$watchGroup(615 [616 function (scope) {617 return scope.aValue;618 },619 function (scope) {620 return scope.anotherValue;621 },622 ],623 function () {624 counter++;625 },626 );627 scope.$digest();628 expect(counter).toEqual(1);629 });*/​630 /​*it('uses different arrays for old and new Values on subsequent runs', function () {631 let gotNewValues = null;632 let gotOldValues = null;633 scope.aValue = 1;634 scope.anotherValue = 2;635 scope.$watchGroup(636 [637 function (scope) {638 return scope.aValue;639 },640 function (scope) {641 return scope.anotherValue;642 },643 ],644 function (newValues, oldValues) {645 gotNewValues = newValues;646 gotOldValues = oldValues;647 },648 );649 scope.$digest();650 scope.anotherValue = 3;651 scope.$digest();652 expect(gotOldValues).toEqual([1, 2]);653 expect(gotNewValues).toEqual([1, 3]);654 });*/​655 it('calls the listener once when the watch array s empty', function () {656 let gotNewsValues = null;657 let gotOldValues = null;658 scope.$watchGroup([], function (newValues, oldValues) {659 gotOldValues = oldValues;660 gotNewsValues = newValues;661 });662 scope.$digest();663 expect(gotNewsValues).toEqual([]);664 expect(gotOldValues).toEqual([]);665 });666 /​*it('destroy or deregister a watchGroup', function () {667 let counter = 0;668 scope.aValue = 1;669 scope.anotherValue = 2;670 let destroyGroup = scope.$watchGroup(671 [672 function (scope) {673 return scope.aValue;674 },675 function (scope) {676 return scope.anotherValue;677 },678 ],679 function () {680 counter++;681 },682 );683 scope.$digest(); /​/​it will count me684 scope.anotherValue = 3;685 destroyGroup();686 scope.$digest();687 expect(counter).toBe(1);688 });*/​689 it('does not call the zero watch listener when de-registered first', function () {690 scope.counter = 0;691 let destroyGroup = scope.$watchGroup([], function (newValues, oldValues, scope) {692 scope.counter++;693 });694 destroyGroup();695 scope.$digest();696 expect(scope.counter).toBe(0);697 });698 });699 describe('inheritance', function () {700 it("inherits the parent's properties", function () {701 let parent = new Scope();702 parent.aValue = [1, 2, 3];703 let child = parent.$new();704 expect(child.aValue).toEqual([1, 2, 3]);705 });706 it('does not cause a parent to inherit its properties', function () {707 let parent = new Scope();708 let child = parent.$new();709 child.aValue = [1, 2, 3];710 expect(parent.aValue).toBeUndefined();711 });712 it("inherits the parent's properties whenever they are defined", function () {713 let parent = new Scope();714 let child = parent.$new();715 parent.aValue = [1, 2, 3];716 expect(child.aValue).toEqual([1, 2, 3]);717 });718 it('can watch the property of the parent', function () {719 let parent = new Scope();720 let child = parent.$new();721 parent.aValue = [1, 2, 3];722 child.counter = 0;723 child.$watch(724 function (scope) {725 return scope.aValue;726 },727 function (newValue, oldValue, scope) {728 scope.counter++;729 },730 true,731 );732 child.$digest();733 expect(child.counter).toBe(1);734 parent.aValue.push(4);735 child.$digest();736 expect(child.counter).toBe(2);737 });738 it('can be nested at any depth', function () {739 let a = new Scope();740 let aa = a.$new();741 let aa1 = aa.$new();742 let aa2 = aa1.$new();743 let aa3 = aa2.$new();744 let aa4 = aa3.$new();745 a.value = 1;746 expect(aa.value).toBe(1);747 expect(aa1.value).toBe(1);748 expect(aa2.value).toBe(1);749 expect(aa3.value).toBe(1);750 expect(aa4.value).toBe(1);751 aa3.anoterValue = 4;752 expect(aa4.anoterValue).toBe(4);753 expect(aa2.anoterValue).toBeUndefined();754 expect(aa1.anoterValue).toBeUndefined();755 });756 it("shadows a parent's property with the same name", function () {757 let parent = new Scope();758 let child = parent.$new();759 parent.name = 'Joe';760 child.name = 'Joey'; /​/​ this is called attribute shadowing it will not change the parent761 expect(parent.name).toBe('Joe');762 expect(child.name).toBe('Joey');763 });764 it('it does not shadow members of the parent scope attributes', function () {765 let parent = new Scope();766 let child = parent.$new();767 parent.user = { name: 'Joe' };768 child.user.name = 'Jill'; /​/​ since in the prototype it holds the reference769 expect(child.user.name).toBe('Jill');770 expect(parent.user.name).toBe('Jill');771 });772 it('does not digest its parent(s)', function () {773 let parent = new Scope();774 let child = parent.$new();775 parent.aValue = 'abc';776 parent.$watch(777 function (scope) {778 return scope.aValue;779 },780 function (newValue, oldValue, scope) {781 scope.aValueWas = newValue;782 },783 );784 child.$digest(); /​/​ should not trigger the watch of the parent785 expect(child.aValueWas).toBeUndefined();786 });787 it('keeps the record of its Children Scopes', function () {788 let parent = new Scope();789 let child1 = parent.$new();790 let child2 = parent.$new();791 let child2_1 = child2.$new();792 expect(parent.$$children.length).toBe(2);793 expect(parent.$$children[0]).toBe(child1);794 expect(parent.$$children[1]).toBe(child2);795 expect(child1.$$children.length).toBe(0);796 expect(child2.$$children.length).toBe(1);797 expect(child2.$$children[0]).toBe(child2_1);798 });799 it('digest its children', function () {800 let parent = new Scope();801 let child = parent.$new();802 parent.aValue = 'abc';803 child.$watch(804 function (scope) {805 return scope.aValue;806 },807 function (newValue, oldValue, scope) {808 scope.aValueWas = newValue;809 },810 );811 parent.$digest();812 expect(child.aValueWas).toBe('abc');813 });814 it('digest from root on $apply', function () {815 /​/​since digest works from current scope and down816 let parent = new Scope();817 let child = parent.$new();818 let child2 = child.$new();819 parent.aValue = 'abc';820 parent.counter = 0;821 parent.$watch(822 function (scope) {823 return scope.aValue;824 },825 function (newValue, oldValue, scope) {826 scope.counter++;827 },828 );829 child2.$apply(function () {});830 expect(parent.counter).toBe(1);831 });832 it('digest from root on $evalAsync', function (done) {833 let parent = new Scope();834 let child = parent.$new();835 let child2 = child.$new();836 parent.aValue = 'abc';837 parent.counter = 0;838 parent.$watch(839 function (scope) {840 return scope.aValue;841 },842 function (newValue, oldValue, scope) {843 scope.counter++;844 },845 );846 child2.$evalAsync(function () {});847 setTimeout(function () {848 expect(parent.counter).toBe(1);849 done();850 }, 50);851 });852 it('isolated scope does not have access to the parent', function () {853 let parent = new Scope();854 let child = parent.$new(true);855 parent.aValue = 'abc';856 expect(child.aValue).toBeUndefined();857 });858 it('cannot watch parent attribute when isolated', function () {859 let parent = new Scope();860 let child = parent.$new(true);861 parent.aValue = 'abc';862 child.aSomeValue = 'abc';863 child.$watch(864 function (scope) {865 return scope.aValue;866 },867 function (newValue, oldValue, scope) {868 scope.aValueWas = newValue;869 },870 );871 child.$watch(872 function (scope) {873 return scope.aSomeValue;874 },875 function (newValue, oldValue, scope) {876 scope.aSomeValueWas = newValue;877 },878 );879 child.$digest();880 expect(child.aValueWas).toBeUndefined();881 expect(child.aSomeValueWas).toBe('abc');882 });883 it("digest its isolated children's", function () {884 let parent = new Scope();885 let child = parent.$new(true);886 child.aValue = 'abc';887 child.$watch(888 function (scope) {889 return scope.aValue;890 },891 function (newValue, oldValue, scope) {892 scope.aValueWas = newValue;893 },894 );895 parent.$digest(); /​/​works since the everScope function896 expect(child.aValueWas).toBe('abc');897 });898 it('digest from root $apply when isolated', function () {899 /​/​without the root reference in the isolated it won't work900 let parent = new Scope();901 let child = parent.$new(true);902 let child2 = child.$new();903 parent.aValue = 'abc';904 parent.counter = 0;905 parent.$watch(906 function (scope) {907 return scope.aValue;908 },909 function (newValue, oldValue, scope) {910 scope.counter++;911 },912 );913 child2.$apply(function () {});914 expect(parent.counter).toBe(1);915 });916 it('digest from root $evalAsync when isolated', function (done) {917 /​/​without the root reference in the isolated it won't work918 let parent = new Scope();919 let child = parent.$new(true);920 let child2 = child.$new();921 parent.aValue = 'abc';922 parent.counter = 0;923 parent.$watch(924 function (scope) {925 return scope.aValue;926 },927 function (newValue, oldValue, scope) {928 scope.counter++;929 },930 );931 child2.$evalAsync(function () {});932 setTimeout(function () {933 expect(parent.counter).toBe(1);934 done();935 }, 50);936 });937 it('executes $evalAsync on the isolated scope', function (done) {938 let parent = new Scope();939 let child = parent.$new(true);940 child.$evalAsync(function (scope) {941 scope.didEvalAsync = true;942 });943 setTimeout(function () {944 expect(child.didEvalAsync).toBeTruthy();945 done();946 }, 50);947 });948 it('executes $$postDigest functions on isolated scope', function () {949 let parent = new Scope();950 let child = parent.$new(true);951 child.$$postDigest(function () {952 child.didPostDigest = true;953 });954 parent.$digest();955 expect(child.didPostDigest).toBeTruthy();956 });957 it('can take some scope as the parent', function () {958 let prototypeParent = new Scope(); /​/​root for them959 let hierarchyParent = new Scope(); /​/​root for them960 let child = prototypeParent.$new(false, hierarchyParent);961 prototypeParent.a = 42;962 hierarchyParent.b = 42;963 expect(child.a).toBe(42);964 expect(child.n).toBeUndefined(); /​/​is not its prototype965 child.counter = 0;966 child.$watch(967 function (scope) {968 return scope.a;969 },970 function (newValue, oldValue, scope) {971 scope.counter++;972 },973 );974 prototypeParent.$digest();975 expect(child.counter).toBe(0);976 hierarchyParent.$digest();977 expect(child.counter).toBe(1);978 });979 it('no longer get digested when destroy is being called', function () {980 let parent = new Scope();981 let child = parent.$new();982 child.aValue = 'abc';983 child.counter = 0;984 child.$watch(985 function (scope) {986 return scope.aValue;987 },988 function (newValue, oldValue, scope) {989 scope.counter++;990 },991 );992 parent.$digest();993 expect(child.counter).toBe(1);994 child.aValue = 'bcd';995 parent.$digest();996 expect(child.counter).toBe(2);997 child.$destroy();998 child.aValue = 'bdcg';999 parent.$digest(); /​/​since it is already deleted from children array1000 expect(child.counter).toBe(2);1001 child.$digest(); /​/​this is why we are making the current watchers null1002 expect(child.counter).toBe(2);1003 /​/​rest it can be collected by js garbage collector1004 });1005 });1006 describe('$watchCollection', function () {1007 let scope;1008 beforeEach(function () {1009 scope = new Scope();1010 });1011 it('will work like a normal watch for non Collections', function () {1012 let someValue = null;1013 scope.aValue = '42';1014 scope.counter = 0;1015 scope.$watchCollection(1016 function (scope) {1017 return scope.aValue;1018 },1019 function (newValue, oldValue, scope) {1020 someValue = newValue;1021 scope.counter++;1022 },1023 );1024 scope.$digest();1025 expect(scope.counter).toBe(1);1026 expect(someValue).toBe(scope.aValue);1027 scope.aValue = '4202';1028 scope.$digest();1029 expect(scope.counter).toBe(2);1030 scope.$digest();1031 expect(scope.counter).toBe(2);1032 });1033 it('will work with normal non Collection that is NaN', function () {1034 scope.aValue = 0 /​ 0;1035 scope.counter = 0;1036 scope.$watchCollection(1037 function (scope) {1038 return scope.aValue;1039 },1040 function (newValue, oldValue, scope) {1041 scope.counter++;1042 },1043 );1044 scope.$digest();1045 expect(scope.counter).toBe(1);1046 scope.$digest();1047 expect(scope.counter).toBe(1);1048 });1049 it('will test the previous element was an array or not', function () {1050 scope.counter = 0;1051 scope.arr = null;1052 scope.$watchCollection(1053 function (scope) {1054 return scope.arr;1055 },1056 function (newValue, oldValue, scope) {1057 scope.counter++;1058 },1059 );1060 scope.$digest();1061 expect(scope.counter).toBe(1);1062 scope.arr = [1, 2, 3];1063 scope.$digest();1064 expect(scope.counter).toBe(2);1065 scope.$digest();1066 expect(scope.counter).toBe(2);1067 });1068 it('will notice an array replace in the Array', function () {1069 scope.arr = [1, 2, 3];1070 scope.counter = 0;1071 scope.$watchCollection(1072 function () {1073 return scope.arr;1074 },1075 function (newValue, oldValue, scope) {1076 scope.counter++;1077 },1078 );1079 scope.$digest();1080 expect(scope.counter).toBe(1);1081 scope.arr[1] = 45;1082 scope.$digest();1083 expect(scope.counter).toBe(2);1084 scope.$digest();1085 expect(scope.counter).toBe(2);1086 });1087 it('notices when array is added or removed from it', function () {1088 scope.arr = [1, 2, 3];1089 scope.counter = 0;1090 scope.$watchCollection(1091 function () {1092 return scope.arr;1093 },1094 function (newValue, oldValue, scope) {1095 scope.counter++;1096 },1097 );1098 scope.$digest();1099 expect(scope.counter).toBe(1);1100 scope.arr.push(69);1101 scope.$digest();1102 expect(scope.counter).toBe(2);1103 scope.$digest();1104 expect(scope.counter).toBe(2);1105 scope.arr.shift();1106 scope.$digest();1107 expect(scope.counter).toBe(3);1108 scope.$digest();1109 expect(scope.counter).toBe(3);1110 });1111 it('notice item reorder in the array', function () {1112 scope.arr = [2, 1, 3];1113 scope.counter = 0;1114 scope.$watchCollection(1115 function () {1116 return scope.arr;1117 },1118 function (newValue, oldValue, scope) {1119 scope.counter++;1120 },1121 );1122 scope.$digest();1123 expect(scope.counter).toBe(1);1124 scope.arr.sort();1125 scope.$digest();1126 expect(scope.counter).toBe(2);1127 scope.$digest();1128 expect(scope.counter).toBe(2);1129 });1130 it('does not fail with NaN in Arrays', function () {1131 scope.arr = [2, NaN, 3];1132 scope.counter = 0;1133 scope.$watchCollection(1134 function () {1135 return scope.arr;1136 },1137 function (newValue, oldValue, scope) {1138 scope.counter++;1139 },1140 );1141 scope.$digest();1142 expect(scope.counter).toBe(1);1143 scope.arr.push(1);1144 scope.$digest();1145 expect(scope.counter).toBe(2);1146 scope.$digest();1147 expect(scope.counter).toBe(2);1148 });1149 it('array like objects notices a change in arguments array like object', function () {1150 scope.counter = 0;1151 (function () {1152 scope.functionArgument = arguments;1153 })(1, 2, 3);1154 expect(scope.functionArgument[1]).toBe(2);1155 scope.$watchCollection(1156 function () {1157 return scope.functionArgument;1158 },1159 function (newValue, oldValue, scope) {1160 scope.counter++;1161 },1162 );1163 scope.$digest();1164 expect(scope.counter).toBe(1);1165 scope.functionArgument[1] = 455;1166 scope.$digest();1167 expect(scope.counter).toBe(2);1168 scope.$digest();1169 expect(scope.counter).toBe(2);1170 });1171 /​*it('notices the changes in the NodeList which is array object Argument', function () {1172 document.documentElement.appendChild(document.createElement('div'));1173 scope.arrayLike = document.getElementsByTagName('div');1174 scope.counter = 0;1175 scope.$watchCollection(1176 function (scope) {1177 return scope.arrayLike;1178 },1179 function (newValue, oldValue, scope) {1180 scope.counter++;1181 },1182 );1183 scope.$digest();1184 expect(scope.counter).toBe(1);1185 document.documentElement.appendChild(document.createElement('div'));1186 scope.$digest();1187 expect(scope.counter).toBe(2);1188 scope.$digest();1189 expect(scope.counter).toBe(2);1190 });*/​1191 it('detecting new objects when a value becomes one', function () {1192 scope.counter = 0;1193 scope.obj = null;1194 scope.$watchCollection(1195 function () {1196 return scope.obj;1197 },1198 function (newValue, oldValue, scope) {1199 scope.counter++;1200 },1201 );1202 scope.$digest();1203 expect(scope.counter).toBe(1);1204 scope.obj = { a: 1 };1205 scope.$digest();1206 expect(scope.counter).toBe(2);1207 scope.$digest();1208 expect(scope.counter).toBe(2);1209 });1210 it('detecting or changing an attribute in an object', function () {1211 scope.counter = 0;1212 scope.obj = { a: 1 };1213 scope.$watchCollection(1214 function () {1215 return scope.obj;1216 },1217 function (newValue, oldValue, scope) {1218 scope.counter++;1219 },1220 );1221 scope.$digest();1222 expect(scope.counter).toBe(1);1223 scope.obj.b = 2;1224 scope.$digest();1225 expect(scope.counter).toBe(2);1226 scope.$digest();1227 expect(scope.counter).toBe(2);1228 });1229 it('detecting the change of the same attribute', function () {1230 scope.counter = 0;1231 scope.obj = { a: 1 };1232 scope.$watchCollection(1233 function () {1234 return scope.obj;1235 },1236 function (newValue, oldValue, scope) {1237 scope.counter++;1238 },1239 );1240 scope.$digest();1241 expect(scope.counter).toBe(1);1242 scope.obj.a = 2;1243 scope.$digest();1244 expect(scope.counter).toBe(2);1245 scope.$digest();1246 expect(scope.counter).toBe(2);1247 });1248 it('detecting the change delete attribute', function () {1249 scope.counter = 0;1250 scope.obj = { a: 1, b: 2 };1251 scope.$watchCollection(1252 function () {1253 return scope.obj;1254 },1255 function (newValue, oldValue, scope) {1256 scope.counter++;1257 },1258 );1259 scope.$digest();1260 expect(scope.counter).toBe(1);1261 delete scope.obj.a;1262 scope.$digest();1263 expect(scope.counter).toBe(2);1264 scope.$digest();1265 expect(scope.counter).toBe(2);1266 });1267 it('does not consider any object with a length property an array', function () {1268 scope.obj = { length: 42, otherKey: 'abc' };1269 scope.counter = 0;1270 scope.$watchCollection(1271 function (scope) {1272 return scope.obj;1273 },1274 function (newValue, oldValue, scope) {1275 scope.counter++;1276 },1277 );1278 scope.$digest();1279 scope.obj.newKey = 'def';1280 scope.$digest();1281 expect(scope.counter).toBe(2);1282 });1283 it('gives the old non collection value to the listener', function () {1284 scope.aValue = 1;1285 let oldGivenValue = null;1286 scope.$watchCollection(1287 function (scope) {1288 return scope.aValue;1289 },1290 function (newValue, oldValue) {1291 oldGivenValue = oldValue;1292 },1293 );1294 scope.$digest();1295 scope.aValue = 2;1296 scope.$digest();1297 expect(oldGivenValue).toBe(1);1298 });1299 it('gives old value array to the listener', function () {1300 scope.arr = [1, 2, 3];1301 let oldGivenValue = null;1302 scope.$watchCollection(1303 function (scope) {1304 return scope.arr;1305 },1306 function (newValue, oldValue) {1307 oldGivenValue = oldValue;1308 },1309 );1310 scope.$digest();1311 scope.arr.push(2);1312 scope.$digest();1313 expect([...oldGivenValue]).toEqual([1, 2, 3]); /​/​check HERE serialize sting issue1314 });1315 it('gives the old object value to the listener', function () {1316 scope.obj = { a: 1 };1317 let oldGivenValue = null;1318 scope.$watchCollection(1319 function (scope) {1320 return scope.obj;1321 },1322 function (newValue, oldValue) {1323 oldGivenValue = oldValue;1324 },1325 );1326 scope.$digest();1327 scope.obj.b = 2;1328 scope.$digest();1329 expect(oldGivenValue).toEqual({ a: 1 });1330 });1331 it('the new Value as the old value on the first digest', function () {1332 scope.obj = { a: 1 };1333 let oldGivenValue = null;1334 scope.$watchCollection(1335 function (scope) {1336 return scope.obj;1337 },1338 function (newValue, oldValue) {1339 oldGivenValue = oldValue;1340 },1341 );1342 scope.$digest();1343 expect(oldGivenValue).toEqual({ a: 1 });1344 });1345 });1346 describe('Events', function () {1347 let scope;1348 let parent;1349 let child;1350 let isolatedChild;1351 beforeEach(function () {1352 parent = new Scope();1353 scope = parent.$new();1354 child = scope.$new();1355 isolatedChild = scope.$new(true);1356 });1357 it('allows registration events', function () {1358 let listener1 = function () {};1359 let listener2 = function () {};1360 let listener3 = function () {};1361 scope.$on('someEvent', listener1);1362 scope.$on('someEvent', listener2);1363 scope.$on('someOtherEvent', listener3);1364 expect(scope.$$listeners).toEqual({1365 someEvent: [listener1, listener2],1366 someOtherEvent: [listener3],1367 });1368 });1369 it('register different events on each scope', function () {1370 let listener1 = function () {};1371 let listener2 = function () {};1372 let listener3 = function () {};1373 scope.$on('someEvent', listener1);1374 child.$on('someEvent', listener2);1375 isolatedChild.$on('someOtherEvent', listener3);1376 expect(scope.$$listeners).toEqual({1377 someEvent: [listener1],1378 });1379 expect(child.$$listeners).toEqual({1380 someEvent: [listener2],1381 });1382 expect(isolatedChild.$$listeners).toEqual({1383 someOtherEvent: [listener3],1384 });1385 });1386 /​/​$emit and $broadcast common code1387 def.Lo.forEach(['$emit', '$broadcast'], function (method) {1388 it(`calls listeners registered for matching events on : ${method}`, function () {1389 let listener1 = jest.fn();1390 let listener2 = jest.fn();1391 scope.$on('someEvent', listener1);1392 scope.$on('someOtherEvent', listener2);1393 scope[method]('someEvent');1394 expect(listener1).toHaveBeenCalled();1395 expect(listener2).not.toHaveBeenCalled();1396 });1397 it(`passes an an event object with the same name : ${method}`, function () {1398 let listener = jest.fn();1399 scope.$on('someEvent', listener);1400 scope[method]('someEvent');1401 expect(listener).toHaveBeenCalled();1402 expect(listener.mock.calls[listener.mock.calls.length - 1][0].name).toEqual('someEvent');1403 });1404 it(`passes the same event object to each listener on : ${method}`, function () {1405 let listener1 = jest.fn();1406 let listener2 = jest.fn();1407 scope.$on('someEvent', listener1);1408 scope.$on('someEvent', listener2);1409 scope[method]('someEvent');1410 let event1 = listener1.mock.calls[listener1.mock.calls.length - 1][0].name;1411 let event2 = listener2.mock.calls[listener2.mock.calls.length - 1][0].name;1412 expect(event1).toBe(event2);1413 });1414 it(`passes additional argument on Emit for $on to receive : ${method}`, function () {1415 let listener = jest.fn();1416 scope.$on('someEvent', listener);1417 scope[method]('someEvent', 'firstArgument', ['secondArgument1', 'secondArgument2'], 3);1418 expect(listener.mock.calls[listener.mock.calls.length - 1][0].name).toEqual('someEvent');1419 expect(listener.mock.calls[listener.mock.calls.length - 1][1]).toEqual('firstArgument');1420 expect(listener.mock.calls[listener.mock.calls.length - 1][2]).toEqual(['secondArgument1', 'secondArgument2']);1421 expect(listener.mock.calls[listener.mock.calls.length - 1][3]).toEqual(3);1422 });1423 it(`returns the event of the object : ${method}`, function () {1424 let returnedObject = scope[method]('someEvent');1425 expect(returnedObject).toBeDefined();1426 expect(returnedObject.name).toBe('someEvent');1427 });1428 it(`deregister the events from the listener : ${method}`, function () {1429 let mock = jest.fn();1430 let deregister = scope.$on('someEvent', mock);1431 deregister();1432 scope[method]('someEvent');1433 expect(mock).not.toHaveBeenCalled();1434 });1435 it(`does not skip next listener when it is removed from a listener: ${method} `, function () {1436 let deregister;1437 let listener = function () {1438 deregister();1439 };1440 let listener2 = jest.fn();1441 deregister = scope.$on('firstEvent', listener);1442 scope.$on('firstEvent', listener2);1443 scope[method]('firstEvent');1444 expect(listener2).toHaveBeenCalled();1445 });1446 });1447 it('propagates up to the scope hierarchy $emit', function () {1448 let parentListener = jest.fn();1449 let childListener = jest.fn();1450 parent.$on('someEvent', parentListener);1451 scope.$on('someEvent', childListener);1452 scope.$emit('someEvent');1453 expect(parentListener).toHaveBeenCalled();1454 expect(childListener).toHaveBeenCalled();1455 });1456 it('propagates the same event up with $emit', function () {1457 let parentListener = jest.fn();1458 let childListener = jest.fn();1459 scope.$on('someEvent', parentListener);1460 scope.$on('someEvent', childListener);1461 scope.$emit('someEvent');1462 let parentArg = parentListener.mock.calls[parentListener.mock.calls.length - 1][0].name;1463 let childArg = childListener.mock.calls[childListener.mock.calls.length - 1][0].name;1464 expect(parentArg).toEqual(childArg);1465 });1466 it('propagates down to the scope hierarchy $broadcast', function () {1467 let parentListener = jest.fn();1468 let childListener = jest.fn();1469 let isolatedListener = jest.fn();1470 parent.$on('someEvent', parentListener);1471 scope.$on('someEvent', childListener);1472 isolatedChild.$on('someEvent', isolatedListener);1473 parent.$broadcast('someEvent');1474 expect(parentListener).toHaveBeenCalled();1475 expect(childListener).toHaveBeenCalled();1476 expect(isolatedListener).toHaveBeenCalled();1477 });1478 it('propagates down same event down with $broadcast', function () {1479 let parentListener = jest.fn();1480 let childListener = jest.fn();1481 parent.$on('someEvent', parentListener);1482 scope.$on('someEvent', childListener);1483 parent.$broadcast('someEvent');1484 let parentArg = parentListener.mock.calls[parentListener.mock.calls.length - 1][0].name;1485 let childArg = childListener.mock.calls[childListener.mock.calls.length - 1][0].name;1486 expect(parentArg).toEqual(childArg);1487 });1488 it('includes the current and targeted scope in the event object emit', function () {1489 let scopeListener = jest.fn();1490 let childListener = jest.fn();1491 scope.$on('someEvent', scopeListener);1492 parent.$on('someEvent', childListener);1493 scope.$emit('someEvent');1494 expect(scopeListener.mock.calls[scopeListener.mock.calls.length - 1][0].targetScope).toEqual(scope);1495 expect(childListener.mock.calls[childListener.mock.calls.length - 1][0].targetScope).toEqual(scope);1496 });1497 it('includes the current and targeted scope in the event object broadcast', function () {1498 let scopeListener = jest.fn();1499 let parentListener = jest.fn();1500 scope.$on('someEvent', scopeListener);1501 child.$on('someEvent', parentListener);1502 scope.$broadcast('someEvent');1503 expect(scopeListener.mock.calls[scopeListener.mock.calls.length - 1][0].targetScope).toEqual(scope);1504 expect(parentListener.mock.calls[parentListener.mock.calls.length - 1][0].targetScope).toEqual(scope);1505 });1506 it('attaches the current scope in propagation in the event emit', function () {1507 let currentScopeOnScope = null;1508 let currentScopeOnParent = null;1509 let scopeListener = function (event) {1510 currentScopeOnScope = event.currentScope;1511 };1512 let parentListener = function (event) {1513 currentScopeOnParent = event.currentScope;1514 };1515 scope.$on('someEvent', scopeListener);1516 parent.$on('someEvent', parentListener);1517 scope.$emit('someEvent');1518 expect(currentScopeOnScope).toBe(scope);1519 expect(currentScopeOnParent).toBe(parent);1520 });1521 it('attaches the current scope in propagation in the event broadcast', function () {1522 let currentScopeOnScope = null;1523 let currentScopeOnChild = null;1524 let scopeListener = function (event) {1525 currentScopeOnScope = event.currentScope;1526 };1527 let childListener = function (event) {1528 currentScopeOnChild = event.currentScope;1529 };1530 scope.$on('someEvent', scopeListener);1531 child.$on('someEvent', childListener);1532 scope.$broadcast('someEvent');1533 expect(currentScopeOnScope).toBe(scope);1534 expect(currentScopeOnChild).toBe(child);1535 });1536 it('sets current Index null after propagation is over', function () {1537 let event = null;1538 let event1 = null;1539 let scopeListener = function (evt) {1540 event = evt;1541 };1542 let scopeListener1 = function (evt) {1543 event1 = evt;1544 };1545 scope.$on('someEvent', scopeListener);1546 scope.$on('someEventForBroadcast', scopeListener1);1547 scope.$emit('someEvent');1548 scope.$broadcast('someEventForBroadcast');1549 expect(event.currentScope).toBe(null);1550 expect(event1.currentScope).toBe(null);1551 });1552 it('does not propagate the event if stopped parent emit', function () {1553 let scopeListener = function (event) {1554 event.stopPropagation();1555 };1556 let parentListener = jest.fn();1557 scope.$on('someEvent', scopeListener);1558 parent.$on('someEvent', parentListener);1559 scope.$emit();1560 expect(parentListener).not.toHaveBeenCalled();1561 });1562 it('does not propagate the event will receive on the same scope', function () {1563 let scopeListener = function (event) {1564 event.stopPropagation();1565 };1566 let sameScopeListener = jest.fn();1567 scope.$on('someEvent', scopeListener);1568 scope.$on('someEvent', sameScopeListener);1569 scope.$emit('someEvent');1570 expect(sameScopeListener).toHaveBeenCalled();1571 });1572 it('does prevent the default', function () {1573 let scopeListener = function (event) {1574 event.preventDefault();1575 };1576 let scopeMock = jest.fn();1577 scope.$on('someEvent', scopeListener);1578 scope.$on('someEvent', scopeMock);1579 let event1 = scope.$emit('someEvent');1580 let event2 = scope.$broadcast('someEvent');1581 expect(event1.defaultPrevented).toBeTruthy();1582 expect(event2.defaultPrevented).toBeTruthy();1583 });1584 it('fires a destroy when it is removed', function () {1585 let listener = jest.fn();1586 scope.$on('$destroy', listener);1587 scope.$destroy();1588 expect(listener).toHaveBeenCalled();1589 });1590 it('fires a destroy children when it is removed', function () {1591 let listener = jest.fn();1592 child.$on('$destroy', listener);1593 scope.$destroy();1594 expect(listener).toHaveBeenCalled();1595 });1596 it('no longer calls listeners after destroyed', function () {1597 let listener = jest.fn();1598 scope.$on('myEvent', listener);1599 scope.$destroy();1600 scope.$emit('myEvent');1601 expect(listener).not.toHaveBeenCalled();1602 });1603 it('does not stop when exception is thrown', function () {1604 let listener1 = function () {1605 throw '$emit throw error';1606 };1607 let listener2 = function () {1608 throw '$broadcast throw error';1609 };1610 let listener3 = jest.fn();1611 let listener4 = jest.fn();1612 scope.$on('someEvent$emit', listener1);1613 scope.$on('someEvent$emit', listener3);1614 scope.$on('someEvent$broadcast', listener2);1615 scope.$on('someEvent$broadcast', listener4);1616 scope.$emit('someEvent$emit');1617 scope.$broadcast('someEvent$broadcast');1618 expect(listener3).toHaveBeenCalled();1619 expect(listener4).toHaveBeenCalled();1620 });1621 });...

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events.js

Source:events.js Github

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1'use strict';2angular.module('mean.events').controller('EventController', ['$window', '$filter', '$scope', '$http', '$stateParams', 'Global', 'Technologies', 'Events', '$state', function ($window, $filter, $scope, $http, $stateParams, Global, Technologies, Events, $state) {3 $scope.global = Global;4 $scope.addressees=[];5 $scope.comps = [];6 $scope.cntcts = [];7 $scope.emails=[];8 $scope.methods = ["Phone", "Email", "Meeting"]; 9 $scope.names=[]; 10 $scope.selected = ["None"];11 $scope.selectedcompanies =[];12 $scope.selectedcontacts=[];13 $scope.outcomes = ["In review", "Not interested", "No response", "Other"];14 $scope.numberofoutcomes = $scope.outcomes.length;15 $scope.usernames=[];16 $scope.yesno = ["Yes", "No"];17 18 var stringonames;19 $scope.choose = function(comp){20 $scope.chooseforcreate(comp);21 $scope.event.company = comp;22 /​/​ $scope.event.CompanyId = comp.id;23 }; 24 $scope.chooseforcreate = function(comp){25 /​/​ console.log("stupidchoosefunctionran");26 $scope.company = comp;27 /​/​ console.log("$scope.company", $scope.company);28 var company = $scope.company;29 $http({30 method: 'GET',31 url: '/​findcompanycontacts',32 params: {Company_name: company}33 }).then(function(company){34 $scope.company = company.data;35 /​/​ console.log("COMpanyfound", $scope.company);36 $scope.compcontacts = $scope.company.Contacts;37 /​/​ console.log($scope.compcontacts, "$scope.compcontacts");38 39 $scope.compcontactschunked = $scope.chunk($scope.compcontacts, 3);40 /​/​ console.log($scope.compcontactschunked, "$scope.compcontactschunked");41 });42 /​/​ $scope.event.company = comp;43 /​/​ $scope.event.CompanyId = comp.id;44 }; 45 $scope.chooseuser = function(user){46 console.log("USER: ", user);47 $scope.event.newusername=user;48 $scope.event.userchange=true;49 }; 50 $scope.chooseuserforfollowup = function(user){51 $scope.user = user;52 };53 $scope.chunk = function(arr, size){54 var newArr =[];55 for (var i=0; i<arr.length; i+=size) {56 newArr.push(arr.slice(i, i+size));57 }58 return newArr;59 };60 $scope.contacts = function(event){61 /​/​ console.log("revisedrevisedevent.Contacts", event.Contacts);62 $scope.names=[];63 /​/​var stringonames;64 for (var x=0; x<event.Contacts.length; x++){ 65 if (event.Contacts[x].length===0){66 /​/​ console.log("triggered");67 $scope.names.push(["None"]);68 } else {69 $scope.names.push(event.Contacts[x].Contact_name);70 /​/​ console.log("contactname", event.Contacts[x].Contact_name);71 } 72 }73 stringonames = $scope.names.join(", ");74 /​/​ console.log ("$scope.names", $scope.names, typeof $scope.names);75 event.names = stringonames;76 $scope.eventcontacts = stringonames;77 /​/​console.log("$scope.eventcontacts", $scope.eventcontacts);78 if ($scope.eventcontacts.length>=3) {79 /​/​ console.log("SHORT");80 $scope.eventcontactschunked=$scope.chunk($scope.eventcontacts, 3);81 } else {82 $scope.eventcontactschunked = $scope.eventcontacts;83 }84 };85 $scope.contactids =[];86 $scope.cleanupcontacts = function(){87 /​/​removing contacts that aren't from the event's selected company88 for (var i=0; i<$scope.selectedcontacts.length; i++){89 if ($scope.selectedcontacts[i].CompanyId!==$scope.company.id){90 $scope.selectedcontacts.splice(i, 1);91 }92 }93 /​/​removing duplicate contacts94 for (var j=0; j<$scope.selectedcontacts.length-1; j++){95 for (var k=1; k<$scope.selectedcontacts.length; k++){96 if($scope.selectedcontacts[j]===$scope.selectedcontacts[k]){97 $scope.selectedcontacts.splice(k,1);98 }99 }100 }101 console.log("cleanedupcontacts: ", $scope.selectedcontacts);102 /​/​get an array of contact ids103 for (var m=0; m<$scope.selectedcontacts.length; m++){104 $scope.contactids.push($scope.selectedcontacts[m].id);105 }106 $scope.event.contactids = $scope.contactids;107 console.log("$scope.event.contactids", $scope.event.contactids);108 };109 110 $scope.createEvent = function() {111 /​/​ $scope.cleanupcontacts();112 console.log("NEWEVENT", $scope);113 var event = new Events({114 Event_date: this.Event_date,115 Event_notes: this.notes,116 Company: this.company,117 Contacts: this.selectedcontacts,118 Technology: this.technology,119 Event_flag: this.Event_flag,120 Event_followupdate: this.followupdate, 121 Event_method: this.Event_method, 122 Event_outcome: this.Event_outcome,123 FollowedUp: false124 });125 console.log("Event", event);126 /​/​console.log("DATEFORMAT: ", event.Event_date);127 /​/​console.log("DATEtype: ", typeof event.Event_date);128 event.$save(function(response) {129 /​/​ console.log("response", response);130 /​/​$state.go('viewCompany',{Company_name : responseid});131 $state.go('viewTech',{id: response.TechnologyId});132 });133 this.Event_date = "";134 this.Event_notes = "";135 this.company = "";136 this.contacts = "";137 this.flag = "";138 this.followupdate = "";139 this.Event_outcome = "";140 this.FollowedUp = "";141 };142 $scope.createFollowUp = function(){143 var event = new Events({144 Event_date: this.Event_date,145 Event_notes: this.notes,146 Company: this.company,147 Contacts: this.selectedcontacts,148 Technology: this.technology,149 Event_flag: this.Event_flag,150 Event_followupdate: this.followupdate, 151 Event_method: this.Event_method, 152 Event_outcome: this.Event_outcome,153 FollowedUp: false154 });155 console.log("Event", event);156 /​/​console.log("DATEFORMAT: ", event.Event_date);157 /​/​console.log("DATEtype: ", typeof event.Event_date);158 event.$save(function(response) {159 160 /​/​update old event 161 $scope.event.FollowedUp=true;162 $scope.event.Event_followupdate=null;163 $scope.event.Event_flag = false;164 165 $scope.event.updated = [];166 $scope.event.updated.push(new Date().getTime());167 168 $scope.event.$update(function() {169 /​/​console.log("response", response.data);170 }).then(function(){171 $scope.Edit=false;172 $scope.FollowUp=false;173 /​/​ console.log("response", response);174 /​/​$state.go('viewCompany',{Company_name : responseid});175 $state.go('viewTech',{id: response.TechnologyId});176 });177 178 /​/​ console.log("here'swhat'sleftonthescope", $scope);179 /​/​ $scope.createEvent();180 181 /​/​ $state.go('viewEvent',{id : event.id});182 /​/​ $scope.findOneEvent();183 });184 /​/​$scope.createEvent();185 };186 $scope.startFollowUp = function(){187 /​/​ $scope.findCompanies();188 $scope.Edit = false;189 $scope.FollowUp = true;190 $scope.findusers();191 $scope.findCompanies();192 console.log("eventinscope: ", $scope.event);193 $scope.chooseforcreate($scope.event.Company.Company_name);194 $scope.newcontactnames=$scope.names;195 $scope.selectedcontacts=$scope.event.Contacts;196 $scope.company=$scope.event.Company;197 $scope.user=$scope.event.User;198 $scope.technology=$scope.event.Technology;199 /​/​ $scope.getfollowupflaganswer($scope.event.Event_flag);200 /​/​ $scope.getfollowedupanswer($scope.event.FollowedUp);201 };202 $scope.createMultEvent = function() {203 /​/​go through each selected company204 for (var x=0; x<$scope.selectedcompanies.length; x++){205 $scope.compny = $scope.selectedcompanies[x];206 /​/​find all the contacts associated with that company207 for (var y=0; y<$scope.selectedcontacts.length; y++){208 209 if($scope.selectedcontacts[y].CompanyId===$scope.compny.id){210 $scope.cntcts.push($scope.selectedcontacts[y]);211 }212 }213 /​/​ console.log("cntctstosave", $scope.cntcts);214 /​/​create an event for that company215 var event = new Events({216 Event_date: this.Event_date,217 Event_notes: this.notes,218 Company: this.compny,219 Contacts: this.cntcts,220 Technology: this.technology,221 Event_flag: this.Event_flag,222 Event_followupdate: this.followupdate, 223 Event_method: this.Event_method, 224 Event_outcome: this.Event_outcome,225 Followedup: false226 });227 /​/​ console.log("EVENT ABOUT TO SAVE", event);228 event.$save(function(response) {229 /​/​ console.log("response", response);230 }); 231 $scope.cntcts = []; 232 }233 $state.go('techs'); 234 };235 $scope.editoutcome = function (outcome) {236 $scope.event.Event_outcome = outcome;237 console.log("NEWOUTCOME", $scope.event.Event_outcome);238 console.log("revisedevent", $scope.event);239 240 };241 $scope.exists = function (tag, list) {242 /​/​ console.log("compcontact.Contact_name", compcontact.Contact_name, "$scope.names", $scope.names);243 return list.indexOf(tag) > -1;244 };245 $scope.findCompanies = function() {246 $http({247 method: 'GET',248 url: '/​companiesforevent'249 }).then(function(response){250 $scope.companies = response.data;251 $scope.companynames = [];252 /​/​console.log("$scope.companies", $scope.companies);253 response.data.forEach(function(company){254 $scope.companynames.push(company.Company_name);255 });256 /​/​console.log("companynames", $scope.companynames);257 $scope.chunkedcompanies = $scope.chunk($scope.companynames, 3);258 }); 259 };260 $scope.findCompanies2 = function() {261 $http({262 method: 'GET',263 url: '/​companiesforevent'264 }).then(function(response){265 $scope.companies = response.data;266 $scope.companynames = [];267 /​/​console.log("$scope.companies", $scope.companies); 268 $scope.chunkedcompanies = $scope.chunk($scope.companies, 3);269 }); 270 };271 272 $scope.findCompaniesToEditEvent=function(){273 $scope.findCompanies();274 $scope.choose();275 };276 $scope.findEvent = function() {277 Events.query(function(events) {278 /​/​console.log("findeventfindevent");279 $scope.events = events;280 /​/​console.log(events);281 });282 };283 $scope.findOneEvent = function() {284 /​/​ console.log("findoneeventran");285 Events.get({286 id: $stateParams.id 287 }, function(response) {288 /​/​console.log("response", response);289 $scope.event = response;290 /​/​ console.log("$scope.event", $scope.event);291 $scope.contacts(response);292 /​/​ console.log("stupidateformatlookslike: ", $scope.event.Event_date);293 /​/​ console.log("typeofstupid: ", typeof $scope.event.Event_date);294 $scope.event.Event_date = new Date($scope.event.Event_date);295 $scope.event.Event_followupdate = new Date($scope.event.Event_followupdate);296 /​/​$scope.event.Event_date=($scope.event.Event_date | date:'MM/​dd/​yyyy');297 298 if ($scope.event.FollowedUp===true){299 /​/​ console.log("saysfollowedup=true");300 $scope.event.Followedupanswer="Yes";301 /​/​ console.log("followedupanswerisnow:", $scope.event.Followedupanswer);302 } else if ($scope.event.FollowedUp===false){303 $scope.event.Followedupanswer="No";304 /​/​ console.log("saysfollowedup=true");305 }306 if ($scope.event.Event_flag===true){307 $scope.event.flaganswer="Yes";308 } else {309 $scope.event.flaganswer="No";310 }311 $scope.event.CompanyId=$scope.event.Company.id;312 /​/​ console.log("$scope.eventonload", $scope.event);313 console.log("EVENTFOUND", $scope.event); 314 });315 $scope.Edit = false;316 $scope.FollowUp = false;317 console.log("EVENTFOUND", $scope.event);318 /​/​ console.log("made it to the end of findoneevent");319 };320 $scope.editEvent = function(){321 /​/​ console.log("editeventcalled");322 $scope.Edit = true;323 $scope.FollowUp = false;324 $scope.findusers();325 $scope.findCompanies();326 $scope.chooseforcreate($scope.event.Company.Company_name);327 $scope.newcontactnames=$scope.names;328 $scope.getfollowupflaganswer($scope.event.Event_flag);329 $scope.getfollowedupanswer($scope.event.FollowedUp);330 };331 $scope.findusers = function(){332 $scope.usernames = [];333 $scope.chunkedusernames = [];334 /​/​ console.log("findusers just called, here are the users before the call", $scope.users);335 $http.get('/​showusers')336 .then(function(response){337 /​/​ console.log("HEREARETHE USERS: ", response.data);338 $scope.users = response.data;339 /​/​ console.log("length", $scope.users.length, "$scope.users", $scope.users);340 for (var x=0; x<$scope.users.length; x++){341 /​/​ console.log("$scope.users[x]", $scope.users[x]);342 $scope.usernames.push($scope.users[x].name);343 }344 /​/​ console.log("$scope.usernames", $scope.usernames);345 $scope.chunkedusernames=$scope.chunk($scope.usernames,3);346 });347 };348 $scope.getfollowedupanswer = function(truefalse){349 if(truefalse===true){350 $scope.event.followedupanswer = "Yes";351 } else {352 $scope.event.followedupanswer = "No";353 }354 };355 $scope.getfollowupflaganswer = function(truefalse){356 if(truefalse === true){357 $scope.event.flagyes= "Yes";358 } else {359 $scope.event.flagyes = "No";360 }361 console.log("$scope.event.flagyes: ", $scope.event.flagyes);362 };363 $scope.gettech = function(){364 $http({365 method: 'GET', 366 url: 'findtech',367 params: {id: $stateParams.id}368 }).then(function(tec){369 $scope.technology=tec.data;370 /​/​ console.log("technoll", $scope.technology);371 });372 };373 $scope.gettechandcomp = function(){374 $http({375 method: 'GET',376 url: 'findteck',377 params: {TechId: $stateParams.TechId}378 }).then(function(teck){379 $scope.technology=teck.data;380 console.log("teck", $scope.technology);381 });382 $http({383 method: 'GET',384 url: 'findkomp',385 params: {CompId: $stateParams.CompId}386 }).then(function(komp){387 $scope.kompany=komp.data;388 console.log("komp", $scope.kompany);389 });390 };391 $scope.removeEvent = function(event) {392 /​/​ console.log("removeevent was called");393 /​/​ console.log($scope.event);394 if ($window.confirm("Are you sure you want to delete this event?")){395 if (event) {396 /​/​ console.log("THERE WAS AN EVENT");397 event.$remove(); 398 for (var i in $scope.events) {399 if ($scope.events[i] === event) {400 /​/​ console.log("that thing happened");401 $scope.events.splice(i, 1);402 }403 }404 }405 else {406 /​/​ console.log("hello event else");407 $scope.event.$remove();408 $state.go('techs');409 }410 }411 };412 $scope.selectmethod = function (method){413 /​/​selecting method when creating new event414 $scope.Event_method = method;415 if(method==="Email"){416 $scope.email=true;417 } else {418 $scope.email=false;419 }420 }; 421 $scope.selectmethod2 = function (method){422 /​/​selecting method when modifying already existing event423 $scope.event.Event_method = method;424 if(method==="Email"){425 $scope.email=true;426 } else {427 $scope.email=false;428 }429 console.log("newmethod", $scope.event.Event_method, typeof $scope.event.Event_method);430 console.log("revisedevent", $scope.event);431 }; 432 $scope.selectoutcome = function (outcome){433 $scope.Event_outcome = outcome;434 };435 $scope.email;436 $scope.nameofperson;437 $scope.createandsendmanyemails = function(){438 /​/​console.log("hello");439 440 /​/​console.log($scope.selectedcontacts, "$scope.selectedcontacts");441 /​/​$scope.emailbody =;442 /​/​$scope.createEvent();443 for(var x=0; x<$scope.selectedcontacts.length; x++){444 /​/​console.log("$scope.selectedcontacts[x].Contact_email", $scope.selectedcontacts[x].Contact_email);445 $scope.emails.push($scope.selectedcontacts[x].Contact_email);446 /​/​$scope.addressees.push($scope.selectedcontacts[x].Contact_name);447 /​/​console.log("$scope.addressees", $scope.addressees);448 }449 /​/​ $scope.emails = $scope.emails.join("; ");450 console.log("$scope.emails", $scope.emails);451 /​/​ $scope.addressees=$scope.addressees.join(", ");452 /​/​ console.log("$scope.addressees", $scope.addressees);453 454 /​/​ for(var y=0; y<$scope.emails.length; y++){455 /​/​ console.log("thisran");456 /​/​ $scope.email=$scope.emails[y];457 /​/​ $scope.nameofperson=$scope.addressees[y];458 /​/​$scope.sendemail(); 459 460 window.open('mailto:' + $scope.global.user.email461 + '?subject=' + $scope.technology.Tech_name 462 +'&bcc='+$scope.emails463 + '&body=Hello,%0D%0A%0D%0AAny interest in ' + $scope.technology.Tech_name + "? It's really good and I think you might like it.%0D%0A%0D%0ABest regards,%0D%0A" + $scope.global.user.name)464 };465 $scope.sendemail = function(){466 window.open('mailto:' + $scope.email 467 468 +'?subject=' + $scope.technology.Tech_name 469 +'&body=Dear ' + $scope.nameofperson 470 + ",%0D%0A%0D%0AAny interest in " + $scope.technology.Tech_name + "? It's really good and I think you might like it.%0D%0A%0D%0ABest regards,%0D%0A" + $scope.global.user.name); 471 }; 472 $scope.sendemailandsubmit=function(){473 $scope.createEvent();474 $scope.sendemail();475 };476 $scope.sendemailandsubmit2=function(){477 /​/​for creating multiple events478 $scope.createMultEvent();479 $scope.createandsendmanyemails();480 };481 $scope.setfollowedup = function(answer){482 if (answer==="Yes"){483 $scope.event.Followedupanswer=true;484 /​/​$scope.event.flagyes = false;485 /​/​$scope.event.Event_flag = false;486 } else if (answer==="No"){487 $scope.event.Followedupanswer=false;488 489 }490 /​/​$scope.event.Followedupanswer = answer;491 console.log("FOLLLOWEDUPANSWEER", $scope.event.Followedupanswer);492 };493 $scope.setfollowupflag = function(answer){494 if(answer==="Yes"){495 /​/​$scope.event.flagyes = true;496 $scope.Event_flag = true;497 } else {498 /​/​$scope.event.flagyes = false;499 $scope.Event_flag = false;500 }501 }; 502 $scope.setfollowupflagtoedit = function(answer){503 if(answer==="Yes"){504 console.log("flagshouldbeyes");505 /​/​$scope.event.flagyes = true;506 $scope.event.Event_flag = true;507 } else {508 /​/​$scope.event.flagyes = false;509 $scope.event.Event_flag = false;510 console.log("$scope.event.Event_flagrevised", $scope.event.Event_flag);511 }512 console.log("$scope.event.Event_flag", $scope.event.Event_flag);513 }; 514 $scope.showFollowUp = function(){515 console.log("SHOWFOLLOWUP");516 $scope.FollowUp = true;517 $scope.Edit = false;518 };519 $scope.toggle = function (contact) {520 var idx = $scope.selectedcontacts.indexOf(contact);521 /​/​var idx2 = $scope.selectedcontacts.indexOf(contact);522 /​/​console.log($scope.selectedcontacts, "$scope.selectedcontacts");523 /​/​ console.log("idx", idx);524 if (idx > -1) {525 $scope.selectedcontacts.splice(idx, 1);526 }527 else {528 $scope.selectedcontacts.push(contact);529 }530 531 };532 $scope.toggle2 = function (contact, selected) {533 /​/​$scope.selectedcontacts=[];534 var idx = $scope.selectedcontacts.indexOf(contact);535 /​/​ var idx2 = $scope.selectedcontactnames.indexOf(contact);536 /​/​ console.log("idx", idx);537 /​/​if (idx > -1) {538 /​/​selected.splice(idx, 1);539 /​/​}540 /​/​else {541 /​/​selected.push(contact);542 /​/​}543 544 if (idx > -1){545 $scope.selectedcontacts.splice(idx,1);546 } else {547 $scope.selectedcontacts.push(contact);548 }549 550 /​/​ console.log("$scope.selectedcontacts", $scope.selectedcontacts);551 };552 $scope.toggleCompanies = function (company,selected) {553 $scope.selectedcompanynames=[];554 $scope.contacts = [];555 $scope.contactinfo = [];556 /​/​console.log("$scope.companies", $scope.companies);557 558 var idx = selected.indexOf(company);559 var idx2 = $scope.selectedcompanies.indexOf(company);560 /​/​ console.log("idx", idx);561 if (idx > -1) {562 selected.splice(idx, 1);563 $scope.selectedcompanies.splice(idx2,1);564 }565 else {566 selected.push(company);567 $scope.selectedcompanies.push(company);568 }569 /​/​ console.log("selected", selected);570 /​/​console.log("$scope.selectedcompanies", $scope.selectedcompanies);571 /​/​get contact objects into a separate array572 for (var x=0; x<$scope.selectedcompanies.length; x++){573 if(typeof $scope.selectedcompanies[x]==="object"){574 $scope.contacts.push($scope.selectedcompanies[x].Contacts);575 $scope.selectedcompanynames.push(selected[x].Company_name);576 }577 }578 /​/​ console.log("$scope.contacts", $scope.contacts);579 /​/​console.log("$scope.selectedcompanynames", $scope.selectedcompanynames);580 if($scope.contacts!=="undefined"){581 var temp = [];582 for (var y=0; y<$scope.contacts.length; y++){583 for (var z=0; z<$scope.contacts[y].length; z++){584 temp.push($scope.contacts[y][z]);585 /​/​$scope.contactnames.push($scope.contacts[y][z].Contact_name);586 }587 $scope.contactinfo.push(temp);588 temp=[];589 }590 /​/​$scope.contactnames = $scope.chunk($scope.contactnames, 3);591 }592 };593 $scope.updateEvent = function() {594 /​/​ console.log("typeof", typeof $scope.event);595 if($scope.event.Followedupanswer===true){596 $scope.event.flagyes = false;597 $scope.event.Event_flag = false;598 $scope.event.Event_followupdate = null;599 }600 var event = $scope.event;601 $scope.cleanupcontacts();602/​/​ console.log("a;skdlf;aslkdjf;lskdjf", $scope.event.selectedcontacts);603 /​/​console.log("whynotworking", $scope.event.Event_outcome);604 /​/​console.log("EVENT", $scope.event);605 console.log("$scope.event.Event_flag", $scope.event.Event_flag);606 if($scope.event.Event_outcome==="Not interested"){607 $scope.event.Event_flag = false;608 /​/​$scope.event.flagyes = "No";609 /​/​console.log("NOTINETERESTED< BUTDIDNchange");610 $scope.event.Event_followupdate=null;611 }612 if($scope.event.Event_flag===false){613 $scope.event.Event_followupdate=null;614 }615 if($scope.event.FollowedUp===true){616 console.log("HELLOTRUE");617 $scope.event.Event_followupdate=null;618 if($scope.event.notes!==null){619 ("Notnull");620 $scope.event.notes=$scope.event.notes + "; Followed up";621 } else {622 $scope.event.notes = "Followed up";623 }624 }625 event.updated = [];626 event.updated.push(new Date().getTime());627 628 event.$update(function() {629 /​/​console.log("response", response.data);630 }).then(function(){631 $scope.Edit=false;632 $state.go('viewEvent',{id : event.id});633 $scope.findOneEvent();634 });635 };636 $scope.checkifnewuser = function(){637 /​/​find user object if a new user has been selected638 if ($scope.event.userchange===true){639 console.log("USERCHANGED!");640/​/​ $http({641 /​/​ method: 'GET',642 /​/​ url: '/​findnewuser',643 /​/​ params: {name: $scope.event.newusername}644 /​/​ }).then(function(user){645 /​/​ console.log("What came back: ", user.data);646 /​/​ $scope.event.newuser = user.data;647 648 $scope.updateEvent();649 650 /​/​ console.log("$scope.event typeof", typeof $scope.event, "$scope.event", $scope.event);651 652 } else {653 /​/​console.log("ELLLLLLLLLLLLLSSSSSSSSSSSSEEEEEEEEEEE");654 $scope.updateEvent();655 /​/​console.log("$scope.event typeof", typeof $scope.event, "$scope.event", $scope.event);656 /​/​$scope.updateEvent();657 658 }659 };660}]);...

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inception_v4.py

Source:inception_v4.py Github

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...26from nets import inception_utils27def block_inception_a(inputs, scope=None, reuse=None):28 """Builds Inception-A block for Inception v4 network."""29 # By default use stride=1 and SAME padding30 with slim.arg_scope([slim.conv2d, slim.avg_pool2d, slim.max_pool2d],31 stride=1, padding='SAME'):32 with tf.variable_scope(33 scope, 'BlockInceptionA', [inputs], reuse=reuse):34 with tf.variable_scope('Branch_0'):35 branch_0 = slim.conv2d(inputs, 96, [1, 1], scope='Conv2d_0a_1x1')36 with tf.variable_scope('Branch_1'):37 branch_1 = slim.conv2d(inputs, 64, [1, 1], scope='Conv2d_0a_1x1')38 branch_1 = slim.conv2d(branch_1, 96, [3, 3], scope='Conv2d_0b_3x3')39 with tf.variable_scope('Branch_2'):40 branch_2 = slim.conv2d(inputs, 64, [1, 1], scope='Conv2d_0a_1x1')41 branch_2 = slim.conv2d(branch_2, 96, [3, 3], scope='Conv2d_0b_3x3')42 branch_2 = slim.conv2d(branch_2, 96, [3, 3], scope='Conv2d_0c_3x3')43 with tf.variable_scope('Branch_3'):44 branch_3 = slim.avg_pool2d(inputs, [3, 3], scope='AvgPool_0a_3x3')45 branch_3 = slim.conv2d(branch_3, 96, [1, 1], scope='Conv2d_0b_1x1')46 return tf.concat(axis=3, values=[branch_0, branch_1, branch_2, branch_3])47def block_reduction_a(inputs, scope=None, reuse=None):48 """Builds Reduction-A block for Inception v4 network."""49 # By default use stride=1 and SAME padding50 with slim.arg_scope([slim.conv2d, slim.avg_pool2d, slim.max_pool2d],51 stride=1, padding='SAME'):52 with tf.variable_scope(53 scope, 'BlockReductionA', [inputs], reuse=reuse):54 with tf.variable_scope('Branch_0'):55 branch_0 = slim.conv2d(inputs, 384, [3, 3], stride=2, padding='VALID',56 scope='Conv2d_1a_3x3')57 with tf.variable_scope('Branch_1'):58 branch_1 = slim.conv2d(inputs, 192, [1, 1], scope='Conv2d_0a_1x1')59 branch_1 = slim.conv2d(branch_1, 224, [3, 3], scope='Conv2d_0b_3x3')60 branch_1 = slim.conv2d(branch_1, 256, [3, 3], stride=2,61 padding='VALID', scope='Conv2d_1a_3x3')62 with tf.variable_scope('Branch_2'):63 branch_2 = slim.max_pool2d(inputs, [3, 3], stride=2, padding='VALID',64 scope='MaxPool_1a_3x3')65 return tf.concat(axis=3, values=[branch_0, branch_1, branch_2])66def block_inception_b(inputs, scope=None, reuse=None):67 """Builds Inception-B block for Inception v4 network."""68 # By default use stride=1 and SAME padding69 with slim.arg_scope([slim.conv2d, slim.avg_pool2d, slim.max_pool2d],70 stride=1, padding='SAME'):71 with tf.variable_scope(72 scope, 'BlockInceptionB', [inputs], reuse=reuse):73 with tf.variable_scope('Branch_0'):74 branch_0 = slim.conv2d(inputs, 384, [1, 1], scope='Conv2d_0a_1x1')75 with tf.variable_scope('Branch_1'):76 branch_1 = slim.conv2d(inputs, 192, [1, 1], scope='Conv2d_0a_1x1')77 branch_1 = slim.conv2d(branch_1, 224, [1, 7], scope='Conv2d_0b_1x7')78 branch_1 = slim.conv2d(branch_1, 256, [7, 1], scope='Conv2d_0c_7x1')79 with tf.variable_scope('Branch_2'):80 branch_2 = slim.conv2d(inputs, 192, [1, 1], scope='Conv2d_0a_1x1')81 branch_2 = slim.conv2d(branch_2, 192, [7, 1], scope='Conv2d_0b_7x1')82 branch_2 = slim.conv2d(branch_2, 224, [1, 7], scope='Conv2d_0c_1x7')83 branch_2 = slim.conv2d(branch_2, 224, [7, 1], scope='Conv2d_0d_7x1')84 branch_2 = slim.conv2d(branch_2, 256, [1, 7], scope='Conv2d_0e_1x7')85 with tf.variable_scope('Branch_3'):86 branch_3 = slim.avg_pool2d(inputs, [3, 3], scope='AvgPool_0a_3x3')87 branch_3 = slim.conv2d(branch_3, 128, [1, 1], scope='Conv2d_0b_1x1')88 return tf.concat(axis=3, values=[branch_0, branch_1, branch_2, branch_3])89def block_reduction_b(inputs, scope=None, reuse=None):90 """Builds Reduction-B block for Inception v4 network."""91 # By default use stride=1 and SAME padding92 with slim.arg_scope([slim.conv2d, slim.avg_pool2d, slim.max_pool2d],93 stride=1, padding='SAME'):94 with tf.variable_scope(95 scope, 'BlockReductionB', [inputs], reuse=reuse):96 with tf.variable_scope('Branch_0'):97 branch_0 = slim.conv2d(inputs, 192, [1, 1], scope='Conv2d_0a_1x1')98 branch_0 = slim.conv2d(branch_0, 192, [3, 3], stride=2,99 padding='VALID', scope='Conv2d_1a_3x3')100 with tf.variable_scope('Branch_1'):101 branch_1 = slim.conv2d(inputs, 256, [1, 1], scope='Conv2d_0a_1x1')102 branch_1 = slim.conv2d(branch_1, 256, [1, 7], scope='Conv2d_0b_1x7')103 branch_1 = slim.conv2d(branch_1, 320, [7, 1], scope='Conv2d_0c_7x1')104 branch_1 = slim.conv2d(branch_1, 320, [3, 3], stride=2,105 padding='VALID', scope='Conv2d_1a_3x3')106 with tf.variable_scope('Branch_2'):107 branch_2 = slim.max_pool2d(inputs, [3, 3], stride=2, padding='VALID',108 scope='MaxPool_1a_3x3')109 return tf.concat(axis=3, values=[branch_0, branch_1, branch_2])110def block_inception_c(inputs, scope=None, reuse=None):111 """Builds Inception-C block for Inception v4 network."""112 # By default use stride=1 and SAME padding113 with slim.arg_scope([slim.conv2d, slim.avg_pool2d, slim.max_pool2d],114 stride=1, padding='SAME'):115 with tf.variable_scope(116 scope, 'BlockInceptionC', [inputs], reuse=reuse):117 with tf.variable_scope('Branch_0'):118 branch_0 = slim.conv2d(inputs, 256, [1, 1], scope='Conv2d_0a_1x1')119 with tf.variable_scope('Branch_1'):120 branch_1 = slim.conv2d(inputs, 384, [1, 1], scope='Conv2d_0a_1x1')121 branch_1 = tf.concat(axis=3, values=[122 slim.conv2d(branch_1, 256, [1, 3], scope='Conv2d_0b_1x3'),123 slim.conv2d(branch_1, 256, [3, 1], scope='Conv2d_0c_3x1')])124 with tf.variable_scope('Branch_2'):125 branch_2 = slim.conv2d(inputs, 384, [1, 1], scope='Conv2d_0a_1x1')126 branch_2 = slim.conv2d(branch_2, 448, [3, 1], scope='Conv2d_0b_3x1')127 branch_2 = slim.conv2d(branch_2, 512, [1, 3], scope='Conv2d_0c_1x3')128 branch_2 = tf.concat(axis=3, values=[129 slim.conv2d(branch_2, 256, [1, 3], scope='Conv2d_0d_1x3'),130 slim.conv2d(branch_2, 256, [3, 1], scope='Conv2d_0e_3x1')])131 with tf.variable_scope('Branch_3'):132 branch_3 = slim.avg_pool2d(inputs, [3, 3], scope='AvgPool_0a_3x3')133 branch_3 = slim.conv2d(branch_3, 256, [1, 1], scope='Conv2d_0b_1x1')134 return tf.concat(axis=3, values=[branch_0, branch_1, branch_2, branch_3])135def inception_v4_base(inputs, final_endpoint='Mixed_7d', scope=None):136 """Creates the Inception V4 network up to the given final endpoint.137 Args:138 inputs: a 4-D tensor of size [batch_size, height, width, 3].139 final_endpoint: specifies the endpoint to construct the network up to.140 It can be one of [ 'Conv2d_1a_3x3', 'Conv2d_2a_3x3', 'Conv2d_2b_3x3',141 'Mixed_3a', 'Mixed_4a', 'Mixed_5a', 'Mixed_5b', 'Mixed_5c', 'Mixed_5d',142 'Mixed_5e', 'Mixed_6a', 'Mixed_6b', 'Mixed_6c', 'Mixed_6d', 'Mixed_6e',143 'Mixed_6f', 'Mixed_6g', 'Mixed_6h', 'Mixed_7a', 'Mixed_7b', 'Mixed_7c',144 'Mixed_7d']145 scope: Optional variable_scope.146 Returns:147 logits: the logits outputs of the model.148 end_points: the set of end_points from the inception model.149 Raises:150 ValueError: if final_endpoint is not set to one of the predefined values,151 """152 end_points = {}153 def add_and_check_final(name, net):154 end_points[name] = net155 return name == final_endpoint156 with tf.variable_scope(scope, 'InceptionV4', [inputs]):157 with slim.arg_scope([slim.conv2d, slim.max_pool2d, slim.avg_pool2d],158 stride=1, padding='SAME'):159 # 299 x 299 x 3160 net = slim.conv2d(inputs, 32, [3, 3], stride=2,161 padding='VALID', scope='Conv2d_1a_3x3')162 if add_and_check_final('Conv2d_1a_3x3', net): return net, end_points163 # 149 x 149 x 32164 net = slim.conv2d(net, 32, [3, 3], padding='VALID',165 scope='Conv2d_2a_3x3')166 if add_and_check_final('Conv2d_2a_3x3', net): return net, end_points167 # 147 x 147 x 32168 net = slim.conv2d(net, 64, [3, 3], scope='Conv2d_2b_3x3')169 if add_and_check_final('Conv2d_2b_3x3', net): return net, end_points170 # 147 x 147 x 64171 with tf.variable_scope('Mixed_3a'):172 with tf.variable_scope('Branch_0'):173 branch_0 = slim.max_pool2d(net, [3, 3], stride=2, padding='VALID',174 scope='MaxPool_0a_3x3')175 with tf.variable_scope('Branch_1'):176 branch_1 = slim.conv2d(net, 96, [3, 3], stride=2, padding='VALID',177 scope='Conv2d_0a_3x3')178 net = tf.concat(axis=3, values=[branch_0, branch_1])179 if add_and_check_final('Mixed_3a', net): return net, end_points180 # 73 x 73 x 160181 with tf.variable_scope('Mixed_4a'):182 with tf.variable_scope('Branch_0'):183 branch_0 = slim.conv2d(net, 64, [1, 1], scope='Conv2d_0a_1x1')184 branch_0 = slim.conv2d(branch_0, 96, [3, 3], padding='VALID',185 scope='Conv2d_1a_3x3')186 with tf.variable_scope('Branch_1'):187 branch_1 = slim.conv2d(net, 64, [1, 1], scope='Conv2d_0a_1x1')188 branch_1 = slim.conv2d(branch_1, 64, [1, 7], scope='Conv2d_0b_1x7')189 branch_1 = slim.conv2d(branch_1, 64, [7, 1], scope='Conv2d_0c_7x1')190 branch_1 = slim.conv2d(branch_1, 96, [3, 3], padding='VALID',191 scope='Conv2d_1a_3x3')192 net = tf.concat(axis=3, values=[branch_0, branch_1])193 if add_and_check_final('Mixed_4a', net): return net, end_points194 # 71 x 71 x 192195 with tf.variable_scope('Mixed_5a'):196 with tf.variable_scope('Branch_0'):197 branch_0 = slim.conv2d(net, 192, [3, 3], stride=2, padding='VALID',198 scope='Conv2d_1a_3x3')199 with tf.variable_scope('Branch_1'):200 branch_1 = slim.max_pool2d(net, [3, 3], stride=2, padding='VALID',201 scope='MaxPool_1a_3x3')202 net = tf.concat(axis=3, values=[branch_0, branch_1])203 if add_and_check_final('Mixed_5a', net): return net, end_points204 # 35 x 35 x 384205 # 4 x Inception-A blocks206 for idx in range(4):207 block_scope = 'Mixed_5' + chr(ord('b') + idx)208 net = block_inception_a(net, block_scope)209 if add_and_check_final(block_scope, net): return net, end_points210 # 35 x 35 x 384211 # Reduction-A block212 net = block_reduction_a(net, 'Mixed_6a')213 if add_and_check_final('Mixed_6a', net): return net, end_points214 # 17 x 17 x 1024215 # 7 x Inception-B blocks216 for idx in range(7):217 block_scope = 'Mixed_6' + chr(ord('b') + idx)218 net = block_inception_b(net, block_scope)219 if add_and_check_final(block_scope, net): return net, end_points220 # 17 x 17 x 1024221 # Reduction-B block222 net = block_reduction_b(net, 'Mixed_7a')223 if add_and_check_final('Mixed_7a', net): return net, end_points224 # 8 x 8 x 1536225 # 3 x Inception-C blocks226 for idx in range(3):227 block_scope = 'Mixed_7' + chr(ord('b') + idx)228 net = block_inception_c(net, block_scope)229 if add_and_check_final(block_scope, net): return net, end_points230 raise ValueError('Unknown final endpoint %s' % final_endpoint)231def inception_v4(inputs, num_classes=1001, is_training=True,232 dropout_keep_prob=0.8,233 reuse=None,234 scope='InceptionV4',235 create_aux_logits=True):236 """Creates the Inception V4 model.237 Args:238 inputs: a 4-D tensor of size [batch_size, height, width, 3].239 num_classes: number of predicted classes. If 0 or None, the logits layer240 is omitted and the input features to the logits layer (before dropout)241 are returned instead.242 is_training: whether is training or not.243 dropout_keep_prob: float, the fraction to keep before final layer.244 reuse: whether or not the network and its variables should be reused. To be245 able to reuse 'scope' must be given.246 scope: Optional variable_scope.247 create_aux_logits: Whether to include the auxiliary logits.248 Returns:249 net: a Tensor with the logits (pre-softmax activations) if num_classes250 is a non-zero integer, or the non-dropped input to the logits layer251 if num_classes is 0 or None.252 end_points: the set of end_points from the inception model.253 """254 end_points = {}255 with tf.variable_scope(256 scope, 'InceptionV4', [inputs], reuse=reuse) as scope:257 with slim.arg_scope([slim.batch_norm, slim.dropout],258 is_training=is_training):259 net, end_points = inception_v4_base(inputs, scope=scope)260 with slim.arg_scope([slim.conv2d, slim.max_pool2d, slim.avg_pool2d],261 stride=1, padding='SAME'):262 # Auxiliary Head logits263 if create_aux_logits and num_classes:264 with tf.variable_scope('AuxLogits'):265 # 17 x 17 x 1024266 aux_logits = end_points['Mixed_6h']267 aux_logits = slim.avg_pool2d(aux_logits, [5, 5], stride=3,268 padding='VALID',269 scope='AvgPool_1a_5x5')270 aux_logits = slim.conv2d(aux_logits, 128, [1, 1],271 scope='Conv2d_1b_1x1')272 aux_logits = slim.conv2d(aux_logits, 768,273 aux_logits.get_shape()[1:3],274 padding='VALID', scope='Conv2d_2a')275 aux_logits = slim.flatten(aux_logits)276 aux_logits = slim.fully_connected(aux_logits, num_classes,277 activation_fn=None,278 scope='Aux_logits')279 end_points['AuxLogits'] = aux_logits280 # Final pooling and prediction281 # TODO(sguada,arnoegw): Consider adding a parameter global_pool which282 # can be set to False to disable pooling here (as in resnet_*()).283 with tf.variable_scope('Logits'):284 # 8 x 8 x 1536285 kernel_size = net.get_shape()[1:3]286 if kernel_size.is_fully_defined():287 net = slim.avg_pool2d(net, kernel_size, padding='VALID',288 scope='AvgPool_1a')289 else:290 net = tf.reduce_mean(291 input_tensor=net,292 axis=[1, 2],293 keepdims=True,294 name='global_pool')295 end_points['global_pool'] = net296 if not num_classes:297 return net, end_points...

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inception_v1.py

Source:inception_v1.py Github

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...42 Raises:43 ValueError: if final_endpoint is not set to one of the predefined values.44 """45 end_points = {}46 with tf.variable_scope(scope, 'InceptionV1', [inputs]):47 with slim.arg_scope(48 [slim.conv2d, slim.fully_connected],49 weights_initializer=trunc_normal(0.01)):50 with slim.arg_scope([slim.conv2d, slim.max_pool2d],51 stride=1, padding='SAME'):52 end_point = 'Conv2d_1a_7x7'53 net = slim.conv2d(inputs, 64, [7, 7], stride=2, scope=end_point)54 end_points[end_point] = net55 if final_endpoint == end_point: return net, end_points56 end_point = 'MaxPool_2a_3x3'57 net = slim.max_pool2d(net, [3, 3], stride=2, scope=end_point)58 end_points[end_point] = net59 if final_endpoint == end_point: return net, end_points60 end_point = 'Conv2d_2b_1x1'61 net = slim.conv2d(net, 64, [1, 1], scope=end_point)62 end_points[end_point] = net63 if final_endpoint == end_point: return net, end_points64 end_point = 'Conv2d_2c_3x3'65 net = slim.conv2d(net, 192, [3, 3], scope=end_point)66 end_points[end_point] = net67 if final_endpoint == end_point: return net, end_points68 end_point = 'MaxPool_3a_3x3'69 net = slim.max_pool2d(net, [3, 3], stride=2, scope=end_point)70 end_points[end_point] = net71 if final_endpoint == end_point: return net, end_points72 end_point = 'Mixed_3b'73 with tf.variable_scope(end_point):74 with tf.variable_scope('Branch_0'):75 branch_0 = slim.conv2d(net, 64, [1, 1], scope='Conv2d_0a_1x1')76 with tf.variable_scope('Branch_1'):77 branch_1 = slim.conv2d(net, 96, [1, 1], scope='Conv2d_0a_1x1')78 branch_1 = slim.conv2d(branch_1, 128, [3, 3], scope='Conv2d_0b_3x3')79 with tf.variable_scope('Branch_2'):80 branch_2 = slim.conv2d(net, 16, [1, 1], scope='Conv2d_0a_1x1')81 branch_2 = slim.conv2d(branch_2, 32, [3, 3], scope='Conv2d_0b_3x3')82 with tf.variable_scope('Branch_3'):83 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')84 branch_3 = slim.conv2d(branch_3, 32, [1, 1], scope='Conv2d_0b_1x1')85 net = tf.concat(86 axis=3, values=[branch_0, branch_1, branch_2, branch_3])87 end_points[end_point] = net88 if final_endpoint == end_point: return net, end_points89 end_point = 'Mixed_3c'90 with tf.variable_scope(end_point):91 with tf.variable_scope('Branch_0'):92 branch_0 = slim.conv2d(net, 128, [1, 1], scope='Conv2d_0a_1x1')93 with tf.variable_scope('Branch_1'):94 branch_1 = slim.conv2d(net, 128, [1, 1], scope='Conv2d_0a_1x1')95 branch_1 = slim.conv2d(branch_1, 192, [3, 3], scope='Conv2d_0b_3x3')96 with tf.variable_scope('Branch_2'):97 branch_2 = slim.conv2d(net, 32, [1, 1], scope='Conv2d_0a_1x1')98 branch_2 = slim.conv2d(branch_2, 96, [3, 3], scope='Conv2d_0b_3x3')99 with tf.variable_scope('Branch_3'):100 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')101 branch_3 = slim.conv2d(branch_3, 64, [1, 1], scope='Conv2d_0b_1x1')102 net = tf.concat(103 axis=3, values=[branch_0, branch_1, branch_2, branch_3])104 end_points[end_point] = net105 if final_endpoint == end_point: return net, end_points106 end_point = 'MaxPool_4a_3x3'107 net = slim.max_pool2d(net, [3, 3], stride=2, scope=end_point)108 end_points[end_point] = net109 if final_endpoint == end_point: return net, end_points110 end_point = 'Mixed_4b'111 with tf.variable_scope(end_point):112 with tf.variable_scope('Branch_0'):113 branch_0 = slim.conv2d(net, 192, [1, 1], scope='Conv2d_0a_1x1')114 with tf.variable_scope('Branch_1'):115 branch_1 = slim.conv2d(net, 96, [1, 1], scope='Conv2d_0a_1x1')116 branch_1 = slim.conv2d(branch_1, 208, [3, 3], scope='Conv2d_0b_3x3')117 with tf.variable_scope('Branch_2'):118 branch_2 = slim.conv2d(net, 16, [1, 1], scope='Conv2d_0a_1x1')119 branch_2 = slim.conv2d(branch_2, 48, [3, 3], scope='Conv2d_0b_3x3')120 with tf.variable_scope('Branch_3'):121 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')122 branch_3 = slim.conv2d(branch_3, 64, [1, 1], scope='Conv2d_0b_1x1')123 net = tf.concat(124 axis=3, values=[branch_0, branch_1, branch_2, branch_3])125 end_points[end_point] = net126 if final_endpoint == end_point: return net, end_points127 end_point = 'Mixed_4c'128 with tf.variable_scope(end_point):129 with tf.variable_scope('Branch_0'):130 branch_0 = slim.conv2d(net, 160, [1, 1], scope='Conv2d_0a_1x1')131 with tf.variable_scope('Branch_1'):132 branch_1 = slim.conv2d(net, 112, [1, 1], scope='Conv2d_0a_1x1')133 branch_1 = slim.conv2d(branch_1, 224, [3, 3], scope='Conv2d_0b_3x3')134 with tf.variable_scope('Branch_2'):135 branch_2 = slim.conv2d(net, 24, [1, 1], scope='Conv2d_0a_1x1')136 branch_2 = slim.conv2d(branch_2, 64, [3, 3], scope='Conv2d_0b_3x3')137 with tf.variable_scope('Branch_3'):138 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')139 branch_3 = slim.conv2d(branch_3, 64, [1, 1], scope='Conv2d_0b_1x1')140 net = tf.concat(141 axis=3, values=[branch_0, branch_1, branch_2, branch_3])142 end_points[end_point] = net143 if final_endpoint == end_point: return net, end_points144 end_point = 'Mixed_4d'145 with tf.variable_scope(end_point):146 with tf.variable_scope('Branch_0'):147 branch_0 = slim.conv2d(net, 128, [1, 1], scope='Conv2d_0a_1x1')148 with tf.variable_scope('Branch_1'):149 branch_1 = slim.conv2d(net, 128, [1, 1], scope='Conv2d_0a_1x1')150 branch_1 = slim.conv2d(branch_1, 256, [3, 3], scope='Conv2d_0b_3x3')151 with tf.variable_scope('Branch_2'):152 branch_2 = slim.conv2d(net, 24, [1, 1], scope='Conv2d_0a_1x1')153 branch_2 = slim.conv2d(branch_2, 64, [3, 3], scope='Conv2d_0b_3x3')154 with tf.variable_scope('Branch_3'):155 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')156 branch_3 = slim.conv2d(branch_3, 64, [1, 1], scope='Conv2d_0b_1x1')157 net = tf.concat(158 axis=3, values=[branch_0, branch_1, branch_2, branch_3])159 end_points[end_point] = net160 if final_endpoint == end_point: return net, end_points161 end_point = 'Mixed_4e'162 with tf.variable_scope(end_point):163 with tf.variable_scope('Branch_0'):164 branch_0 = slim.conv2d(net, 112, [1, 1], scope='Conv2d_0a_1x1')165 with tf.variable_scope('Branch_1'):166 branch_1 = slim.conv2d(net, 144, [1, 1], scope='Conv2d_0a_1x1')167 branch_1 = slim.conv2d(branch_1, 288, [3, 3], scope='Conv2d_0b_3x3')168 with tf.variable_scope('Branch_2'):169 branch_2 = slim.conv2d(net, 32, [1, 1], scope='Conv2d_0a_1x1')170 branch_2 = slim.conv2d(branch_2, 64, [3, 3], scope='Conv2d_0b_3x3')171 with tf.variable_scope('Branch_3'):172 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')173 branch_3 = slim.conv2d(branch_3, 64, [1, 1], scope='Conv2d_0b_1x1')174 net = tf.concat(175 axis=3, values=[branch_0, branch_1, branch_2, branch_3])176 end_points[end_point] = net177 if final_endpoint == end_point: return net, end_points178 end_point = 'Mixed_4f'179 with tf.variable_scope(end_point):180 with tf.variable_scope('Branch_0'):181 branch_0 = slim.conv2d(net, 256, [1, 1], scope='Conv2d_0a_1x1')182 with tf.variable_scope('Branch_1'):183 branch_1 = slim.conv2d(net, 160, [1, 1], scope='Conv2d_0a_1x1')184 branch_1 = slim.conv2d(branch_1, 320, [3, 3], scope='Conv2d_0b_3x3')185 with tf.variable_scope('Branch_2'):186 branch_2 = slim.conv2d(net, 32, [1, 1], scope='Conv2d_0a_1x1')187 branch_2 = slim.conv2d(branch_2, 128, [3, 3], scope='Conv2d_0b_3x3')188 with tf.variable_scope('Branch_3'):189 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')190 branch_3 = slim.conv2d(branch_3, 128, [1, 1], scope='Conv2d_0b_1x1')191 net = tf.concat(192 axis=3, values=[branch_0, branch_1, branch_2, branch_3])193 end_points[end_point] = net194 if final_endpoint == end_point: return net, end_points195 end_point = 'MaxPool_5a_2x2'196 net = slim.max_pool2d(net, [2, 2], stride=2, scope=end_point)197 end_points[end_point] = net198 if final_endpoint == end_point: return net, end_points199 end_point = 'Mixed_5b'200 with tf.variable_scope(end_point):201 with tf.variable_scope('Branch_0'):202 branch_0 = slim.conv2d(net, 256, [1, 1], scope='Conv2d_0a_1x1')203 with tf.variable_scope('Branch_1'):204 branch_1 = slim.conv2d(net, 160, [1, 1], scope='Conv2d_0a_1x1')205 branch_1 = slim.conv2d(branch_1, 320, [3, 3], scope='Conv2d_0b_3x3')206 with tf.variable_scope('Branch_2'):207 branch_2 = slim.conv2d(net, 32, [1, 1], scope='Conv2d_0a_1x1')208 branch_2 = slim.conv2d(branch_2, 128, [3, 3], scope='Conv2d_0a_3x3')209 with tf.variable_scope('Branch_3'):210 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')211 branch_3 = slim.conv2d(branch_3, 128, [1, 1], scope='Conv2d_0b_1x1')212 net = tf.concat(213 axis=3, values=[branch_0, branch_1, branch_2, branch_3])214 end_points[end_point] = net215 if final_endpoint == end_point: return net, end_points216 end_point = 'Mixed_5c'217 with tf.variable_scope(end_point):218 with tf.variable_scope('Branch_0'):219 branch_0 = slim.conv2d(net, 384, [1, 1], scope='Conv2d_0a_1x1')220 with tf.variable_scope('Branch_1'):221 branch_1 = slim.conv2d(net, 192, [1, 1], scope='Conv2d_0a_1x1')222 branch_1 = slim.conv2d(branch_1, 384, [3, 3], scope='Conv2d_0b_3x3')223 with tf.variable_scope('Branch_2'):224 branch_2 = slim.conv2d(net, 48, [1, 1], scope='Conv2d_0a_1x1')225 branch_2 = slim.conv2d(branch_2, 128, [3, 3], scope='Conv2d_0b_3x3')226 with tf.variable_scope('Branch_3'):227 branch_3 = slim.max_pool2d(net, [3, 3], scope='MaxPool_0a_3x3')228 branch_3 = slim.conv2d(branch_3, 128, [1, 1], scope='Conv2d_0b_1x1')229 net = tf.concat(230 axis=3, values=[branch_0, branch_1, branch_2, branch_3])231 end_points[end_point] = net232 if final_endpoint == end_point: return net, end_points233 raise ValueError('Unknown final endpoint %s' % final_endpoint)234def inception_v1(inputs,235 num_classes=1000,236 is_training=True,237 dropout_keep_prob=0.8,238 prediction_fn=slim.softmax,239 spatial_squeeze=True,240 reuse=None,241 scope='InceptionV1',242 global_pool=False):243 """Defines the Inception V1 architecture.244 This architecture is defined in:245 Going deeper with convolutions246 Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed,247 Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich.248 http:/​/​arxiv.org/​pdf/​1409.4842v1.pdf.249 The default image size used to train this network is 224x224.250 Args:251 inputs: a tensor of size [batch_size, height, width, channels].252 num_classes: number of predicted classes. If 0 or None, the logits layer253 is omitted and the input features to the logits layer (before dropout)254 are returned instead.255 is_training: whether is training or not.256 dropout_keep_prob: the percentage of activation values that are retained.257 prediction_fn: a function to get predictions out of logits.258 spatial_squeeze: if True, logits is of shape [B, C], if false logits is of259 shape [B, 1, 1, C], where B is batch_size and C is number of classes.260 reuse: whether or not the network and its variables should be reused. To be261 able to reuse 'scope' must be given.262 scope: Optional variable_scope.263 global_pool: Optional boolean flag to control the avgpooling before the264 logits layer. If false or unset, pooling is done with a fixed window265 that reduces default-sized inputs to 1x1, while larger inputs lead to266 larger outputs. If true, any input size is pooled down to 1x1.267 Returns:268 net: a Tensor with the logits (pre-softmax activations) if num_classes269 is a non-zero integer, or the non-dropped-out input to the logits layer270 if num_classes is 0 or None.271 end_points: a dictionary from components of the network to the corresponding272 activation.273 """274 # Final pooling and prediction275 with tf.variable_scope(scope, 'InceptionV1', [inputs], reuse=reuse) as scope:276 with slim.arg_scope([slim.batch_norm, slim.dropout],277 is_training=is_training):278 net, end_points = inception_v1_base(inputs, scope=scope)279 with tf.variable_scope('Logits'):280 if global_pool:281 # Global average pooling.282 net = tf.reduce_mean(net, [1, 2], keep_dims=True, name='global_pool')283 end_points['global_pool'] = net284 else:285 # Pooling with a fixed kernel size.286 net = slim.avg_pool2d(net, [7, 7], stride=1, scope='AvgPool_0a_7x7')287 end_points['AvgPool_0a_7x7'] = net288 if not num_classes:289 return net, end_points290 net = slim.dropout(net, dropout_keep_prob, scope='Dropout_0b')291 logits = slim.conv2d(net, num_classes, [1, 1], activation_fn=None,292 normalizer_fn=None, scope='Conv2d_0c_1x1')293 if spatial_squeeze:...

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