Add 80 chars lint rule, fix lint errors, and silence the linter where we have imports > 80. (#36)

* Add 80 chars lint rule, fix lint errors, and silence the linter where we have imports > 80.

* add line length silence to intro.ts

Author: Nikhil Thorat

demos/benchmarks/math-benchmark-run-groups.ts

@@ -25,7 +25,8 @@ import * as mulmat_gpu_benchmark from './mulmat_gpu_benchmark';
 export const BENCHMARK_RUN_GROUPS: BenchmarkRunGroup[] = [
   {
     name:
-        'Matrix Multiplication (CPU vs GPU): matmul([size, size], [size, size])',
+        'Matrix Multiplication (CPU vs GPU): ' +
+            'matmul([size, size], [size, size])',
     min: 0,
     max: 1024,
     stepSize: 64,
@@ -70,7 +71,8 @@ export const BENCHMARK_RUN_GROUPS: BenchmarkRunGroup[] = [
     stepSize: 64,
     stepToSizeTransformation: (step: number) => Math.max(1, step),
     benchmarkRuns: [
-      new BenchmarkRun('logsumexp_gpu', logsumexp_gpu_benchmark.BENCHMARK_TEST),
+      new BenchmarkRun(
+          'logsumexp_gpu', logsumexp_gpu_benchmark.BENCHMARK_TEST),
       new BenchmarkRun('logsumexp_cpu', logsumexp_cpu_benchmark.BENCHMARK_TEST)
     ],
   }

demos/benchmarks/max_pool_backprop_gpu_benchmark.ts

@@ -15,6 +15,7 @@ limitations under the License.
 
 import * as conv_util from '../../src/math/conv_util';
 import {GPGPUContext} from '../../src/math/webgl/gpgpu_context';
+// tslint:disable-next-line:max-line-length
 import * as max_pool_backprop_gpu from '../../src/math/webgl/max_pool_backprop_gpu';
 import * as test_util from '../../src/test_util';
 import * as util from '../../src/util';
@@ -79,4 +80,4 @@ export const BENCHMARK_TEST: BenchmarkTest = (size: number) => {
   gpgpu.dispose();
 
   return avgTime;
-};
+};

demos/homepage/index.ts

@@ -30,6 +30,7 @@ function isSafari() {
 function isMobile() {
   // tslint:disable-next-line:no-any
   const a = navigator.userAgent||navigator.vendor||(window as any).opera;
+  // tslint:disable-next-line:max-line-length
   return /(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\.(browser|link)|vodafone|wap|windows ce|xda|xiino/i.test(a)||/1207|6310|6590|3gso|4thp|50[1-6]i|770s|802s|a wa|abac|ac(er|oo|s\-)|ai(ko|rn)|al(av|ca|co)|amoi|an(ex|ny|yw)|aptu|ar(ch|go)|as(te|us)|attw|au(di|\-m|r |s )|avan|be(ck|ll|nq)|bi(lb|rd)|bl(ac|az)|br(e|v)w|bumb|bw\-(n|u)|c55\/|capi|ccwa|cdm\-|cell|chtm|cldc|cmd\-|co(mp|nd)|craw|da(it|ll|ng)|dbte|dc\-s|devi|dica|dmob|do(c|p)o|ds(12|\-d)|el(49|ai)|em(l2|ul)|er(ic|k0)|esl8|ez([4-7]0|os|wa|ze)|fetc|fly(\-|_)|g1 u|g560|gene|gf\-5|g\-mo|go(\.w|od)|gr(ad|un)|haie|hcit|hd\-(m|p|t)|hei\-|hi(pt|ta)|hp( i|ip)|hs\-c|ht(c(\-| |_|a|g|p|s|t)|tp)|hu(aw|tc)|i\-(20|go|ma)|i230|iac( |\-|\/)|ibro|idea|ig01|ikom|im1k|inno|ipaq|iris|ja(t|v)a|jbro|jemu|jigs|kddi|keji|kgt( |\/)|klon|kpt |kwc\-|kyo(c|k)|le(no|xi)|lg( g|\/(k|l|u)|50|54|\-[a-w])|libw|lynx|m1\-w|m3ga|m50\/|ma(te|ui|xo)|mc(01|21|ca)|m\-cr|me(rc|ri)|mi(o8|oa|ts)|mmef|mo(01|02|bi|de|do|t(\-| |o|v)|zz)|mt(50|p1|v )|mwbp|mywa|n10[0-2]|n20[2-3]|n30(0|2)|n50(0|2|5)|n7(0(0|1)|10)|ne((c|m)\-|on|tf|wf|wg|wt)|nok(6|i)|nzph|o2im|op(ti|wv)|oran|owg1|p800|pan(a|d|t)|pdxg|pg(13|\-([1-8]|c))|phil|pire|pl(ay|uc)|pn\-2|po(ck|rt|se)|prox|psio|pt\-g|qa\-a|qc(07|12|21|32|60|\-[2-7]|i\-)|qtek|r380|r600|raks|rim9|ro(ve|zo)|s55\/|sa(ge|ma|mm|ms|ny|va)|sc(01|h\-|oo|p\-)|sdk\/|se(c(\-|0|1)|47|mc|nd|ri)|sgh\-|shar|sie(\-|m)|sk\-0|sl(45|id)|sm(al|ar|b3|it|t5)|so(ft|ny)|sp(01|h\-|v\-|v )|sy(01|mb)|t2(18|50)|t6(00|10|18)|ta(gt|lk)|tcl\-|tdg\-|tel(i|m)|tim\-|t\-mo|to(pl|sh)|ts(70|m\-|m3|m5)|tx\-9|up(\.b|g1|si)|utst|v400|v750|veri|vi(rg|te)|vk(40|5[0-3]|\-v)|vm40|voda|vulc|vx(52|53|60|61|70|80|81|83|85|98)|w3c(\-| )|webc|whit|wi(g |nc|nw)|wmlb|wonu|x700|yas\-|your|zeto|zte\-/i.test(a.substr(0,4));
 }
 

demos/imagenet/imagenet-demo.ts

@@ -15,21 +15,23 @@ limitations under the License.
 
 import '../demo-header';
 import '../demo-footer';
+// tslint:disable-next-line:max-line-length
 import {gpgpu_util, GPGPUContext, NDArrayMathCPU, NDArrayMathGPU} from '../deeplearnjs';
 import * as imagenet_util from '../models/imagenet_util';
 import {SqueezeNet} from '../models/squeezenet';
 import {PolymerElement, PolymerHTMLElement} from '../polymer-spec';
 
 // tslint:disable-next-line:variable-name
-export const ImagenetDemoPolymer: new () => PolymerHTMLElement = PolymerElement({
-  is: 'imagenet-demo',
-  properties: {
-    layerNames: Array,
-    selectedLayerName: String,
-    inputNames: Array,
-    selectedInputName: String
-  }
-});
+export const ImagenetDemoPolymer: new () => PolymerHTMLElement =
+  PolymerElement({
+    is: 'imagenet-demo',
+    properties: {
+      layerNames: Array,
+      selectedLayerName: String,
+      inputNames: Array,
+      selectedInputName: String
+    }
+  });
 
 /**
  * NOTE: To use the webcam without SSL, use the chrome flag:

demos/intro/intro.ts

@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
-
+// tslint:disable-next-line:max-line-length
 import {NDArrayMathGPU, Scalar, Array1D, Array2D, Graph, Session, SGDOptimizer, InCPUMemoryShuffledInputProviderBuilder, FeedEntry, CostReduction} from '../deeplearnjs';
 
 // This file parallels (some of) the code in the introduction tutorial.

demos/mnist/mnist.ts

@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
-
+// tslint:disable-next-line:max-line-length
 import {Array1D, Array2D, CheckpointLoader, Graph, NDArray, NDArrayInitializer, NDArrayMath, NDArrayMathGPU, Scalar, Session, Tensor} from '../deeplearnjs';
 
 // manifest.json lives in the same directory as the mnist demo.

demos/model-builder/layer_builder.ts

@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
-
+// tslint:disable-next-line:max-line-length
 import {Array1D, Array2D, Array4D, conv_util, Graph, Initializer, NDArray, NDArrayInitializer, Tensor, util, VarianceScalingInitializer, ZerosInitializer} from '../deeplearnjs';
 
 /**

demos/model-builder/model-builder.ts

@@ -20,7 +20,7 @@ import '../demo-header';
 import '../demo-footer';
 
 import {PolymerElement, PolymerHTMLElement} from '../polymer-spec';
-
+// tslint:disable-next-line:max-line-length
 import {Array1D, Array3D, DataStats, FeedEntry, Graph, GraphRunner, GraphRunnerEventObserver, InCPUMemoryShuffledInputProviderBuilder, InMemoryDataset, MetricReduction, NDArray, NDArrayMath, NDArrayMathCPU, NDArrayMathGPU, Optimizer, Scalar, Session, SGDOptimizer, Tensor, util} from '../deeplearnjs';
 import {NDArrayImageVisualizer} from '../ndarray-image-visualizer';
 import {NDArrayLogitsVisualizer} from '../ndarray-logits-visualizer';

demos/model-builder/tensorflow.ts

@@ -13,6 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+// tslint:disable-next-line:max-line-length
 import {Convolution2DLayerBuilder, LayerBuilder, MaxPoolLayerBuilder} from './layer_builder';
 
 export enum Normalization {

demos/models/imagenet_classes.ts

@@ -16,7 +16,8 @@ limitations under the License.
 export const IMAGENET_CLASSES: {[key: number]: string} = {
   0: 'tench, Tinca tinca',
   1: 'goldfish, Carassius auratus',
-  2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
+  2: 'great white shark, white shark, man-eater, man-eating shark, ' +
+         'Carcharodon carcharias',
   3: 'tiger shark, Galeocerdo cuvieri',
   4: 'hammerhead, hammerhead shark',
   5: 'electric ray, crampfish, numbfish, torpedo',
@@ -62,7 +63,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   45: 'Gila monster, Heloderma suspectum',
   46: 'green lizard, Lacerta viridis',
   47: 'African chameleon, Chamaeleo chamaeleon',
-  48: 'Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis',
+  48: 'Komodo dragon, Komodo lizard, dragon lizard, giant lizard, ' +
+          'Varanus komodoensis',
   49: 'African crocodile, Nile crocodile, Crocodylus niloticus',
   50: 'American alligator, Alligator mississipiensis',
   51: 'triceratops',
@@ -118,7 +120,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   101: 'tusker',
   102: 'echidna, spiny anteater, anteater',
   103:
-      'platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus',
+      'platypus, duckbill, duckbilled platypus, duck-billed platypus, ' +
+          'Ornithorhynchus anatinus',
   104: 'wallaby, brush kangaroo',
   105: 'koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus',
   106: 'wombat',
@@ -137,10 +140,12 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   119: 'rock crab, Cancer irroratus',
   120: 'fiddler crab',
   121:
-      'king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica',
+      'king crab, Alaska crab, Alaskan king crab, Alaska king crab, ' +
+          'Paralithodes camtschatica',
   122: 'American lobster, Northern lobster, Maine lobster, Homarus americanus',
   123:
-      'spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish',
+      'spiny lobster, langouste, rock lobster, crawfish, crayfish, sea ' +
+          'crawfish',
   124: 'crayfish, crawfish, crawdad, crawdaddy',
   125: 'hermit crab',
   126: 'isopod',
@@ -165,7 +170,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   145: 'king penguin, Aptenodytes patagonica',
   146: 'albatross, mollymawk',
   147:
-      'grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus',
+      'grey whale, gray whale, devilfish, Eschrichtius gibbosus, ' +
+          'Eschrichtius robustus',
   148: 'killer whale, killer, orca, grampus, sea wolf, Orcinus orca',
   149: 'dugong, Dugong dugon',
   150: 'sea lion',
@@ -199,7 +205,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   178: 'Weimaraner',
   179: 'Staffordshire bullterrier, Staffordshire bull terrier',
   180:
-      'American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier',
+      'American Staffordshire terrier, Staffordshire terrier, American pit ' +
+          'bull terrier, pit bull terrier',
   181: 'Bedlington terrier',
   182: 'Border terrier',
   183: 'Kerry blue terrier',
@@ -306,7 +313,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   284: 'Siamese cat, Siamese',
   285: 'Egyptian cat',
   286:
-      'cougar, puma, catamount, mountain lion, painter, panther, Felis concolor',
+      'cougar, puma, catamount, mountain lion, painter, panther, ' +
+          'Felis concolor',
   287: 'lynx, catamount',
   288: 'leopard, Panthera pardus',
   289: 'snow leopard, ounce, Panthera uncia',
@@ -315,7 +323,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   292: 'tiger, Panthera tigris',
   293: 'cheetah, chetah, Acinonyx jubatus',
   294: 'brown bear, bruin, Ursus arctos',
-  295: 'American black bear, black bear, Ursus americanus, Euarctos americanus',
+  295: 'American black bear, black bear, Ursus americanus, Euarctos ' +
+           'americanus',
   296: 'ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus',
   297: 'sloth bear, Melursus ursinus, Ursus ursinus',
   298: 'mongoose',
@@ -340,7 +349,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   317: 'leafhopper',
   318: 'lacewing, lacewing fly',
   319:
-      'dragonfly, darning needle, devil\'s darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk',
+      'dragonfly, darning needle, devil\'s darning needle, sewing needle, ' +
+          'snake feeder, snake doctor, mosquito hawk, skeeter hawk',
   320: 'damselfly',
   321: 'admiral',
   322: 'ringlet, ringlet butterfly',
@@ -371,7 +381,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   347: 'bison',
   348: 'ram, tup',
   349:
-      'bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis',
+      'bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky ' +
+          'Mountain sheep, Ovis canadensis',
   350: 'ibex, Capra ibex',
   351: 'hartebeest',
   352: 'impala, Aepyceros melampus',
@@ -414,7 +425,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   389: 'barracouta, snoek',
   390: 'eel',
   391:
-      'coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch',
+      'coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus ' +
+          'kisutch',
   392: 'rock beauty, Holocanthus tricolor',
   393: 'anemone fish',
   394: 'sturgeon',
@@ -436,7 +448,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   410: 'apiary, bee house',
   411: 'apron',
   412:
-      'ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin',
+      'ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, ' +
+          'dustbin, trash barrel, trash bin',
   413: 'assault rifle, assault gun',
   414: 'backpack, back pack, knapsack, packsack, rucksack, haversack',
   415: 'bakery, bakeshop, bakehouse',
@@ -461,7 +474,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   434: 'bath towel',
   435: 'bathtub, bathing tub, bath, tub',
   436:
-      'beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon',
+      'beach wagon, station wagon, wagon, estate car, beach waggon, station ' +
+          'waggon, waggon',
   437: 'beacon, lighthouse, beacon light, pharos',
   438: 'beaker',
   439: 'bearskin, busby, shako',
@@ -506,7 +520,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   478: 'carton',
   479: 'car wheel',
   480:
-      'cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM',
+      'cash machine, cash dispenser, automated teller machine, automatic ' +
+          'teller machine, automated teller, automatic teller, ATM',
   481: 'cassette',
   482: 'cassette player',
   483: 'castle',
@@ -517,7 +532,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   488: 'chain',
   489: 'chainlink fence',
   490:
-      'chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour',
+      'chain mail, ring mail, mail, chain armor, chain armour, ring armor, ' +
+          'ring armour',
   491: 'chain saw, chainsaw',
   492: 'chest',
   493: 'chiffonier, commode',
@@ -659,7 +675,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   629: 'lipstick, lip rouge',
   630: 'Loafer',
   631: 'lotion',
-  632: 'loudspeaker, speaker, speaker unit, loudspeaker system, speaker system',
+  632: 'loudspeaker, speaker, speaker unit, loudspeaker system, speaker ' +
+           'system',
   633: 'loupe, jeweler\'s loupe',
   634: 'lumbermill, sawmill',
   635: 'magnetic compass',
@@ -762,7 +779,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   732: 'Polaroid camera, Polaroid Land camera',
   733: 'pole',
   734:
-      'police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria',
+      'police van, police wagon, paddy wagon, patrol wagon, wagon, black ' +
+          'Maria',
   735: 'poncho',
   736: 'pool table, billiard table, snooker table',
   737: 'pop bottle, soda bottle',
@@ -896,7 +914,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   865: 'toyshop',
   866: 'tractor',
   867:
-      'trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi',
+      'trailer truck, tractor trailer, trucking rig, rig, articulated ' +
+          'lorry, semi',
   868: 'tray',
   869: 'trench coat',
   870: 'tricycle, trike, velocipede',
@@ -1016,7 +1035,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   984: 'rapeseed',
   985: 'daisy',
   986:
-      'yellow lady\'s slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum',
+      'yellow lady\'s slipper, yellow lady-slipper, Cypripedium calceolus, ' +
+          'Cypripedium parviflorum',
   987: 'corn',
   988: 'acorn',
   989: 'hip, rose hip, rosehip',
@@ -1027,7 +1047,8 @@ export const IMAGENET_CLASSES: {[key: number]: string} = {
   994: 'stinkhorn, carrion fungus',
   995: 'earthstar',
   996:
-      'hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa',
+      'hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola ' +
+          'frondosa',
   997: 'bolete',
   998: 'ear, spike, capitulum',
   999: 'toilet tissue, toilet paper, bathroom tissue'