From ca227dc04296b5f493d155c1fb3a551345d062bc Mon Sep 17 00:00:00 2001
From: Jordan Eldredge <jordan@jordaneldredge.com>
Date: Wed, 16 Sep 2020 08:41:40 -0400
Subject: [PATCH] Remove nsfwjs

---
 packages/skin-database/cli.ts                 |  27 ---
 packages/skin-database/data/skins.test.ts     |  15 --
 packages/skin-database/data/skins.ts          |  37 +---
 .../discord-bot/commands/review.ts            |   1 -
 packages/skin-database/nsfw.js                |  38 ----
 packages/skin-database/nsfwImage.test.js      |  18 --
 packages/skin-database/nsfwImage.ts           |  29 ---
 packages/skin-database/package.json           |   2 -
 packages/skin-database/types.ts               |   8 +-
 yarn.lock                                     | 191 +-----------------
 10 files changed, 21 insertions(+), 345 deletions(-)
 delete mode 100644 packages/skin-database/nsfw.js
 delete mode 100644 packages/skin-database/nsfwImage.test.js
 delete mode 100644 packages/skin-database/nsfwImage.ts

diff --git a/packages/skin-database/cli.ts b/packages/skin-database/cli.ts
index c1e6f998..973dc7de 100755
--- a/packages/skin-database/cli.ts
+++ b/packages/skin-database/cli.ts
@@ -43,37 +43,10 @@ async function main() {
         console.log(await addSkinFromBuffer(buffer, filePath, "cli-user"));
         break;
       }
-      case "sql": {
-        const filePath = argv._[1];
-        const skins = await Skins.getMuseumPageSql({ offset: 0, first: 70000 });
-        const firstNSFW = skins.findIndex((item) => item.rejected);
-        console.log(firstNSFW);
-        // console.log(await Skins.getMuseumPage({ offset: 100, first: 100 }));
-
-        break;
-      }
-      case "nsfw": {
-        console.log(await Skins.getSkinToReviewForNsfw());
-        break;
-      }
       case "index": {
         console.log(await Skins.updateSearchIndex(argv._[1]));
         break;
       }
-      case "confirm-nsfw-predictions": {
-        const md5s = await Skins.getMissingNsfwPredictions();
-        console.log(`Found ${md5s.length} to predict`);
-
-        for (const md5 of md5s) {
-          try {
-            await Skins.computeAndSetNsfwPredictions(md5);
-          } catch (e) {
-            console.error(e);
-          }
-        }
-        console.log("Done.");
-        break;
-      }
       case "tweet-data": {
         // From running `tweet.py sort`
         const file = fs.readFileSync(
diff --git a/packages/skin-database/data/skins.test.ts b/packages/skin-database/data/skins.test.ts
index 8c15d3ae..1837afce 100644
--- a/packages/skin-database/data/skins.test.ts
+++ b/packages/skin-database/data/skins.test.ts
@@ -11,12 +11,6 @@ test("getSkinToReview", async () => {
   expect(typeof filename).toBe("string");
 });
 
-test("getSkinToReviewForNsfw", async () => {
-  const { md5, filename } = await Skins.getSkinToReviewForNsfw();
-  expect(md5.length).toBe(32);
-  expect(typeof filename).toBe("string");
-});
-
 test("getClassicSkinCount", async () => {
   const count = await Skins.getClassicSkinCount();
   expect(count > 60000).toBe(true);
@@ -49,15 +43,6 @@ test("getMd5ByAnything ia", async () => {
   );
   expect(md5).toBe("6a2843f40058f86406630671b454d66b");
 });
-test("getMissingNsfwPredictions", async () => {
-  const missing = await Skins.getMissingNsfwPredictions();
-  expect(missing.length).toBe(8);
-});
-
-test.skip("getMissingNsfwPredictions", async () => {
-  const page = await Skins.getMuseumPage({ first: 10, offset: 0 });
-  expect(page).toBe(8);
-});
 
 test("skinExists", async () => {
   expect(await Skins.skinExists("6a2843f40058f86406630671b454d66b")).toBe(true);
diff --git a/packages/skin-database/data/skins.ts b/packages/skin-database/data/skins.ts
index 0068ff2a..93542ba1 100644
--- a/packages/skin-database/data/skins.ts
+++ b/packages/skin-database/data/skins.ts
@@ -3,9 +3,14 @@ import path from "path";
 import logger from "../logger";
 import { searchIndex } from "../algolia";
 import { truncate } from "../utils";
-import { DBSkinRecord, SkinRecord, DBIARecord, TweetStatus } from "../types";
+import {
+  DBSkinRecord,
+  SkinRecord,
+  DBIARecord,
+  TweetStatus,
+  NsfwPrediction,
+} from "../types";
 import fetch from "node-fetch";
-import { analyseBuffer, NsfwPrediction } from "../nsfwImage";
 
 const SKIN_TYPE = {
   CLASSIC: 1,
@@ -190,14 +195,6 @@ async function getMd5FromInternetArchvieItemName(itemName: string) {
   return item == null ? null : item.skin_md5;
 }
 
-export async function getMissingNsfwPredictions() {
-  const skins = await knex("skins")
-    .leftJoin("nsfw_predictions", "nsfw_predictions.skin_md5", "=", "skins.md5")
-    .select("skins.md5")
-    .where({ "nsfw_predictions.id": null, skin_type: 1 });
-  return skins.map(({ md5 }) => md5);
-}
-
 export function getInternetArchiveUrl(itemName: string | null): string | null {
   return itemName == null ? null : `https://archive.org/details/${itemName}`;
 }
@@ -440,20 +437,6 @@ export async function getScreenshotBuffer(md5: string): Promise<Buffer> {
   return screenshotResponse.buffer();
 }
 
-export async function setNsfwPredictions(
-  md5: string,
-  nsfwPredictions: NsfwPrediction
-): Promise<void> {
-  await skins_CONVERTED.findOneAndUpdate(
-    { md5 },
-    { $set: { nsfwPredictions } }
-  );
-  await knex("nsfw_predictions").insert(
-    { skin_md5: md5, ...nsfwPredictions },
-    []
-  );
-}
-
 export async function setTweetInfo(
   md5: string,
   likes: number,
@@ -468,12 +451,6 @@ export async function setTweetInfo(
     .update({ tweet_id: tweetId, likes }, []);
 }
 
-export async function computeAndSetNsfwPredictions(md5: string): Promise<void> {
-  const image = await getScreenshotBuffer(md5);
-  const predictions = await analyseBuffer(image);
-  await setNsfwPredictions(md5, predictions);
-}
-
 export async function getMuseumPage({
   offset,
   first,
diff --git a/packages/skin-database/discord-bot/commands/review.ts b/packages/skin-database/discord-bot/commands/review.ts
index 00ec89d9..a142889c 100644
--- a/packages/skin-database/discord-bot/commands/review.ts
+++ b/packages/skin-database/discord-bot/commands/review.ts
@@ -8,7 +8,6 @@ async function reviewSkin(message: Message, nsfw: boolean): Promise<void> {
     ? Skins.getSkinToReviewForNsfw()
     : Skins.getSkinToReview());
   if (skin == null) {
-    console.log(1.5);
     throw new Error("No skins to review");
   }
   const { md5 } = skin;
diff --git a/packages/skin-database/nsfw.js b/packages/skin-database/nsfw.js
deleted file mode 100644
index decd2c45..00000000
--- a/packages/skin-database/nsfw.js
+++ /dev/null
@@ -1,38 +0,0 @@
-const tf = require("@tensorflow/tfjs-node");
-const nsfw = require("nsfwjs");
-const fs = require("fs");
-const path = require("path");
-
-const modelPromise = nsfw.load();
-
-async function fn() {
-  const model = await modelPromise; // To load a local model, nsfw.load('file://./path/to/model/')
-  const screenshots = fs.readdirSync(skinsDir);
-  for (const file of screenshots) {
-    if (!file.endsWith(".png")) {
-      continue;
-    }
-    const skinPath = path.join(skinsDir, file);
-    const buffer = fs.readFileSync(skinPath);
-    // Image must be in tf.tensor3d format
-    // you can convert image to tf.tensor3d with tf.node.decodeImage(Uint8Array,channels)
-    const image = await tf.node.decodeImage(buffer, 3);
-    const predictions = await model.classify(image);
-    const obj = {};
-    predictions.forEach((prediction) => {
-      obj[prediction.className] = prediction.probability;
-    });
-    const [hash] = file.split(".");
-    console.log(
-      [
-        hash,
-        obj.Neutral.toFixed(8),
-        obj.Drawing.toFixed(8),
-        obj.Hentai.toFixed(8),
-        obj.Porn.toFixed(8),
-        obj.Sexy.toFixed(8),
-      ].join(" ")
-    );
-  }
-}
-fn();
diff --git a/packages/skin-database/nsfwImage.test.js b/packages/skin-database/nsfwImage.test.js
deleted file mode 100644
index f2b6c76f..00000000
--- a/packages/skin-database/nsfwImage.test.js
+++ /dev/null
@@ -1,18 +0,0 @@
-import fs from "fs";
-import path from "path";
-import { analyseBuffer } from "./nsfwImage";
-
-jest.setTimeout(30000);
-
-test("predict nsfw", async () => {
-  const skin = fs.readFileSync(path.join(__dirname, "./fixtures/60.png"));
-
-  const result = await analyseBuffer(Uint8Array.from(skin));
-  expect(result).toEqual({
-    drawing: 0.14270488917827606,
-    hentai: 0.006160343065857887,
-    neutral: 0.8509458303451538,
-    porn: 0.0001247897307621315,
-    sexy: 0.00006406463944585994,
-  });
-});
diff --git a/packages/skin-database/nsfwImage.ts b/packages/skin-database/nsfwImage.ts
deleted file mode 100644
index 6bd073d0..00000000
--- a/packages/skin-database/nsfwImage.ts
+++ /dev/null
@@ -1,29 +0,0 @@
-import * as tf from "@tensorflow/tfjs-node";
-import { load as nsfwLoad } from "nsfwjs";
-
-const modelPromise = nsfwLoad();
-
-export type NsfwPrediction = {
-  porn: number;
-  neutral: number;
-  sexy: number;
-  hentai: number;
-  drawing: number;
-};
-
-export async function analyseBuffer(buffer: Buffer): Promise<NsfwPrediction> {
-  // const tf = await import("@tensorflow/tfjs-node");
-  const model = await modelPromise;
-  const image = await tf.node.decodePng(buffer, 3);
-  const predictions = await model.classify(image);
-  if (predictions.length < 5) {
-    throw new Error("Not enough predictions found");
-  }
-
-  // @ts-ignore
-  const obj: NsfwPrediction = {};
-  predictions.forEach((prediction) => {
-    obj[prediction.className.toLowerCase()] = prediction.probability;
-  });
-  return obj;
-}
diff --git a/packages/skin-database/package.json b/packages/skin-database/package.json
index 5fa560e6..e25d79d5 100644
--- a/packages/skin-database/package.json
+++ b/packages/skin-database/package.json
@@ -4,7 +4,6 @@
   "main": "index.js",
   "license": "MIT",
   "dependencies": {
-    "@tensorflow/tfjs-node": "^2.0.0",
     "algoliasearch": "^4.3.0",
     "aws-sdk": "^2.663.0",
     "cors": "^2.8.5",
@@ -18,7 +17,6 @@
     "md5": "^2.2.1",
     "monk": "^7.0.0",
     "node-fetch": "^2.6.0",
-    "nsfwjs": "^2.2.0",
     "puppeteer": "^1.17.0",
     "rgb-hex": "^3.0.0",
     "shell-escape": "^0.2.0",
diff --git a/packages/skin-database/types.ts b/packages/skin-database/types.ts
index 14f663f4..aa653ca4 100644
--- a/packages/skin-database/types.ts
+++ b/packages/skin-database/types.ts
@@ -1,4 +1,10 @@
-import { NsfwPrediction } from "./nsfwImage";
+export type NsfwPrediction = {
+  porn: number;
+  neutral: number;
+  sexy: number;
+  hentai: number;
+  drawing: number;
+};
 
 export type TweetStatus = "APPROVED" | "REJECTED" | "TWEETED" | "UNREVIEWED";
 export type SkinType = "MODERN" | "CLASSIC";
diff --git a/yarn.lock b/yarn.lock
index 0b7b3edf..ea4cb273 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1063,7 +1063,6 @@
 "@babel/runtime@^7.12.1":
   version "7.12.1"
   resolved "https://registry.yarnpkg.com/@babel/runtime/-/runtime-7.12.1.tgz#b4116a6b6711d010b2dad3b7b6e43bf1b9954740"
-  integrity sha512-J5AIf3vPj3UwXaAzb5j1xM4WAQDX3EMgemF8rjCP3SoW09LfRKAXQKt6CoVYl230P6iWdRcBbnLDDdnqWxZSCA==
   dependencies:
     regenerator-runtime "^0.13.4"
 
@@ -1563,81 +1562,9 @@
   dependencies:
     "@sinonjs/commons" "^1.7.0"
 
-"@tensorflow/tfjs-backend-cpu@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-2.0.0.tgz#26d3ed8a6d814e751adc22e6036e40ed8940b5ac"
-  dependencies:
-    "@types/seedrandom" "2.4.27"
-    seedrandom "2.4.3"
-
-"@tensorflow/tfjs-backend-webgl@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-2.0.0.tgz#8f53ca3598ff922ee6ad28daf0ccc8089981d105"
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "2.0.0"
-    "@types/offscreencanvas" "~2019.3.0"
-    "@types/seedrandom" "2.4.27"
-    "@types/webgl-ext" "0.0.30"
-    "@types/webgl2" "0.0.4"
-    seedrandom "2.4.3"
-
-"@tensorflow/tfjs-converter@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-2.0.0.tgz#6242c618202f04d88fa308d68a2dfcdd81ec020c"
-
-"@tensorflow/tfjs-core@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-2.0.0.tgz#c18e963d0332255dc37d6ff58fa0076402ae00d0"
-  dependencies:
-    "@types/offscreencanvas" "~2019.3.0"
-    "@types/seedrandom" "2.4.27"
-    "@types/webgl-ext" "0.0.30"
-    "@types/webgl2" "0.0.4"
-    node-fetch "~2.1.2"
-    seedrandom "2.4.3"
-
-"@tensorflow/tfjs-data@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-data/-/tfjs-data-2.0.0.tgz#1bc7ac2fea26f40fa0fc9f4c2225ea262dd9bc7c"
-  dependencies:
-    "@types/node-fetch" "^2.1.2"
-    node-fetch "~2.1.2"
-
-"@tensorflow/tfjs-layers@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-2.0.0.tgz#cdd2aa013350d88091e2e840a298a272356cb4e3"
-
-"@tensorflow/tfjs-node@^2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-node/-/tfjs-node-2.0.0.tgz#b2296ec274f7d119ec5590dfe1191132406f1ce3"
-  dependencies:
-    "@tensorflow/tfjs" "2.0.0"
-    "@tensorflow/tfjs-core" "2.0.0"
-    adm-zip "^0.4.11"
-    google-protobuf "^3.9.2"
-    https-proxy-agent "^2.2.1"
-    node-pre-gyp "0.14.0"
-    progress "^2.0.0"
-    rimraf "^2.6.2"
-    tar "^4.4.6"
-
-"@tensorflow/tfjs@2.0.0":
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-2.0.0.tgz#7c014dd91648ab8c95cdc4261b163402493b60f5"
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "2.0.0"
-    "@tensorflow/tfjs-backend-webgl" "2.0.0"
-    "@tensorflow/tfjs-converter" "2.0.0"
-    "@tensorflow/tfjs-core" "2.0.0"
-    "@tensorflow/tfjs-data" "2.0.0"
-    "@tensorflow/tfjs-layers" "2.0.0"
-    core-js "3"
-    regenerator-runtime "^0.13.5"
-
 "@types/anymatch@*":
   version "1.3.1"
   resolved "https://registry.yarnpkg.com/@types/anymatch/-/anymatch-1.3.1.tgz#336badc1beecb9dacc38bea2cf32adf627a8421a"
-  integrity sha512-/+CRPXpBDpo2RK9C68N3b2cOvO0Cf5B9aPijHsoDQTHivnGSObdOF2BRQOYjojWTDy6nQvMjmqRXIxH55VjxxA==
 
 "@types/babel__core@^7.0.0", "@types/babel__core@^7.1.7":
   version "7.1.9"
@@ -1726,7 +1653,6 @@
 "@types/html-minifier-terser@^5.0.0":
   version "5.1.1"
   resolved "https://registry.yarnpkg.com/@types/html-minifier-terser/-/html-minifier-terser-5.1.1.tgz#3c9ee980f1a10d6021ae6632ca3e79ca2ec4fb50"
-  integrity sha512-giAlZwstKbmvMk1OO7WXSj4OZ0keXAcl2TQq4LWHiiPH2ByaH7WeUzng+Qej8UPxxv+8lRTuouo0iaNDBuzIBA==
 
 "@types/invariant@^2.2.29":
   version "2.2.33"
@@ -1781,13 +1707,6 @@
   version "3.0.3"
   resolved "https://registry.yarnpkg.com/@types/minimatch/-/minimatch-3.0.3.tgz#3dca0e3f33b200fc7d1139c0cd96c1268cadfd9d"
 
-"@types/node-fetch@^2.1.2":
-  version "2.5.7"
-  resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.5.7.tgz#20a2afffa882ab04d44ca786449a276f9f6bbf3c"
-  dependencies:
-    "@types/node" "*"
-    form-data "^3.0.0"
-
 "@types/node@*":
   version "14.0.1"
   resolved "https://registry.yarnpkg.com/@types/node/-/node-14.0.1.tgz#5d93e0a099cd0acd5ef3d5bde3c086e1f49ff68c"
@@ -1796,10 +1715,6 @@
   version "2.4.0"
   resolved "https://registry.yarnpkg.com/@types/normalize-package-data/-/normalize-package-data-2.4.0.tgz#e486d0d97396d79beedd0a6e33f4534ff6b4973e"
 
-"@types/offscreencanvas@~2019.3.0":
-  version "2019.3.0"
-  resolved "https://registry.yarnpkg.com/@types/offscreencanvas/-/offscreencanvas-2019.3.0.tgz#3336428ec7e9180cf4566dfea5da04eb586a6553"
-
 "@types/prettier@^2.0.0":
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/@types/prettier/-/prettier-2.0.1.tgz#b6e98083f13faa1e5231bfa3bdb1b0feff536b6d"
@@ -1847,14 +1762,9 @@
     "@types/prop-types" "*"
     csstype "^2.2.0"
 
-"@types/seedrandom@2.4.27":
-  version "2.4.27"
-  resolved "https://registry.yarnpkg.com/@types/seedrandom/-/seedrandom-2.4.27.tgz#9db563937dd86915f69092bc43259d2f48578e41"
-
 "@types/source-list-map@*":
   version "0.1.2"
   resolved "https://registry.yarnpkg.com/@types/source-list-map/-/source-list-map-0.1.2.tgz#0078836063ffaf17412349bba364087e0ac02ec9"
-  integrity sha512-K5K+yml8LTo9bWJI/rECfIPrGgxdpeNbj+d53lwN4QjW1MCwlkhUms+gtdzigTeUyBr09+u8BwOIY3MXvHdcsA==
 
 "@types/stack-utils@^1.0.1":
   version "1.0.1"
@@ -1863,12 +1773,10 @@
 "@types/tapable@*", "@types/tapable@^1.0.5":
   version "1.0.6"
   resolved "https://registry.yarnpkg.com/@types/tapable/-/tapable-1.0.6.tgz#a9ca4b70a18b270ccb2bc0aaafefd1d486b7ea74"
-  integrity sha512-W+bw9ds02rAQaMvaLYxAbJ6cvguW/iJXNT6lTssS1ps6QdrMKttqEAMEG/b5CR8TZl3/L7/lH0ZV5nNR1LXikA==
 
 "@types/uglify-js@*":
   version "3.11.1"
   resolved "https://registry.yarnpkg.com/@types/uglify-js/-/uglify-js-3.11.1.tgz#97ff30e61a0aa6876c270b5f538737e2d6ab8ceb"
-  integrity sha512-7npvPKV+jINLu1SpSYVWG8KvyJBhBa8tmzMMdDoVc2pWUYHN8KIXlPJhjJ4LT97c4dXJA2SHL/q6ADbDriZN+Q==
   dependencies:
     source-map "^0.6.1"
 
@@ -1876,18 +1784,9 @@
   version "0.0.27"
   resolved "https://registry.yarnpkg.com/@types/webaudioapi/-/webaudioapi-0.0.27.tgz#8a3f98eaa07cb577be2dae22311d37c3b545f74f"
 
-"@types/webgl-ext@0.0.30":
-  version "0.0.30"
-  resolved "https://registry.yarnpkg.com/@types/webgl-ext/-/webgl-ext-0.0.30.tgz#0ce498c16a41a23d15289e0b844d945b25f0fb9d"
-
-"@types/webgl2@0.0.4":
-  version "0.0.4"
-  resolved "https://registry.yarnpkg.com/@types/webgl2/-/webgl2-0.0.4.tgz#c3b0f9d6b465c66138e84e64cb3bdf8373c2c279"
-
 "@types/webpack-sources@*":
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/@types/webpack-sources/-/webpack-sources-2.0.0.tgz#08216ab9be2be2e1499beaebc4d469cec81e82a7"
-  integrity sha512-a5kPx98CNFRKQ+wqawroFunvFqv7GHm/3KOI52NY9xWADgc8smu4R6prt4EU/M4QfVjvgBkMqU4fBhw3QfMVkg==
   dependencies:
     "@types/node" "*"
     "@types/source-list-map" "*"
@@ -1896,7 +1795,6 @@
 "@types/webpack@^4.41.8":
   version "4.41.24"
   resolved "https://registry.yarnpkg.com/@types/webpack/-/webpack-4.41.24.tgz#75b664abe3d5bcfe54e64313ca3b43e498550422"
-  integrity sha512-1A0MXPwZiMOD3DPMuOKUKcpkdPo8Lq33UGggZ7xio6wJ/jV1dAu5cXDrOfGDnldUroPIRLsr/DT43/GqOA4RFQ==
   dependencies:
     "@types/anymatch" "*"
     "@types/node" "*"
@@ -2160,10 +2058,6 @@ add-dom-event-listener@^1.1.0:
   dependencies:
     object-assign "4.x"
 
-adm-zip@^0.4.11:
-  version "0.4.14"
-  resolved "https://registry.yarnpkg.com/adm-zip/-/adm-zip-0.4.14.tgz#2cf312bcc9f8875df835b0f6040bd89be0a727a9"
-
 agent-base@5:
   version "5.1.1"
   resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-5.1.1.tgz#e8fb3f242959db44d63be665db7a8e739537a32c"
@@ -2477,7 +2371,6 @@ aws4@^1.8.0:
 axios@^0.19.2:
   version "0.19.2"
   resolved "https://registry.yarnpkg.com/axios/-/axios-0.19.2.tgz#3ea36c5d8818d0d5f8a8a97a6d36b86cdc00cb27"
-  integrity sha512-fjgm5MvRHLhx+osE2xoekY70AhARk3a6hkN+3Io1jc00jtquGvxYlKlsFUhmUET0V5te6CcZI7lcv2Ym61mjHA==
   dependencies:
     follow-redirects "1.5.10"
 
@@ -3171,7 +3064,6 @@ camel-case@3.0.x:
 camel-case@^4.1.1:
   version "4.1.1"
   resolved "https://registry.yarnpkg.com/camel-case/-/camel-case-4.1.1.tgz#1fc41c854f00e2f7d0139dfeba1542d6896fe547"
-  integrity sha512-7fa2WcG4fYFkclIvEmxBbTvmibwF2/agfEBc6q3lOpVu0A13ltLsA+Hr/8Hp6kp5f+G7hKi6t8lys6XxP+1K6Q==
   dependencies:
     pascal-case "^3.1.1"
     tslib "^1.10.0"
@@ -3207,7 +3099,6 @@ caniuse-api@^3.0.0:
 caniuse-lite@^1.0.0, caniuse-lite@^1.0.30001043, caniuse-lite@^1.0.30001154:
   version "1.0.30001154"
   resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001154.tgz#f3bbc245ce55e4c1cd20fa731b097880181a7f17"
-  integrity sha512-y9DvdSti8NnYB9Be92ddMZQrcOe04kcQtcxtBx4NkB04+qZ+JUWotnXBJTmxlKudhxNTQ3RRknMwNU2YQl/Org==
 
 canvas-mock@0.0.0:
   version "0.0.0"
@@ -3502,7 +3393,7 @@ colorspace@1.1.x:
     color "3.0.x"
     text-hex "1.0.x"
 
-combined-stream@^1.0.6, combined-stream@^1.0.8, combined-stream@~1.0.6:
+combined-stream@^1.0.6, combined-stream@~1.0.6:
   version "1.0.8"
   resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
   dependencies:
@@ -3681,14 +3572,14 @@ core-js-pure@^3.0.0:
   version "3.6.5"
   resolved "https://registry.yarnpkg.com/core-js-pure/-/core-js-pure-3.6.5.tgz#c79e75f5e38dbc85a662d91eea52b8256d53b813"
 
-core-js@3, core-js@^3.2.1:
-  version "3.6.5"
-  resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.6.5.tgz#7395dc273af37fb2e50e9bd3d9fe841285231d1a"
-
 core-js@^2.4.0, core-js@^2.6.5:
   version "2.6.11"
   resolved "https://registry.yarnpkg.com/core-js/-/core-js-2.6.11.tgz#38831469f9922bded8ee21c9dc46985e0399308c"
 
+core-js@^3.2.1:
+  version "3.6.5"
+  resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.6.5.tgz#7395dc273af37fb2e50e9bd3d9fe841285231d1a"
+
 core-util-is@1.0.2, core-util-is@~1.0.0:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.2.tgz#b5fd54220aa2bc5ab57aab7140c940754503c1a7"
@@ -4028,7 +3919,6 @@ debug@2.6.9, debug@^2.2.0, debug@^2.3.3, debug@^2.6.8, debug@^2.6.9:
 debug@=3.1.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/debug/-/debug-3.1.0.tgz#5bb5a0672628b64149566ba16819e61518c67261"
-  integrity sha512-OX8XqP7/1a9cqkxYw2yXss15f26NKWBpDXQd0/uK/KPqdQhxbPa994hnzjcE2VqQpDslf55723cKPUOGSmMY3g==
   dependencies:
     ms "2.0.0"
 
@@ -4394,7 +4284,6 @@ domutils@^1.5.1, domutils@^1.7.0:
 dot-case@^3.0.3:
   version "3.0.3"
   resolved "https://registry.yarnpkg.com/dot-case/-/dot-case-3.0.3.tgz#21d3b52efaaba2ea5fda875bb1aa8124521cf4aa"
-  integrity sha512-7hwEmg6RiSQfm/GwPL4AAWXKy3YNNZA3oFv2Pdiey0mwkRCPZ9x6SZbkLcn8Ma5PYeVokzoD4Twv2n7LKp5WeA==
   dependencies:
     no-case "^3.0.3"
     tslib "^1.10.0"
@@ -5451,7 +5340,6 @@ flush-write-stream@^1.0.0:
 follow-redirects@1.5.10:
   version "1.5.10"
   resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.5.10.tgz#7b7a9f9aea2fdff36786a94ff643ed07f4ff5e2a"
-  integrity sha512-0V5l4Cizzvqt5D44aTXbFZz+FtyXV1vrDN6qrelxtfYQKW0KO0W2T/hkE8xvGa/540LkZlkaUjO4ailYTFtHVQ==
   dependencies:
     debug "=3.1.0"
 
@@ -5485,14 +5373,6 @@ forever-agent@~0.6.1:
   version "0.6.1"
   resolved "https://registry.yarnpkg.com/forever-agent/-/forever-agent-0.6.1.tgz#fbc71f0c41adeb37f96c577ad1ed42d8fdacca91"
 
-form-data@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/form-data/-/form-data-3.0.0.tgz#31b7e39c85f1355b7139ee0c647cf0de7f83c682"
-  dependencies:
-    asynckit "^0.4.0"
-    combined-stream "^1.0.8"
-    mime-types "^2.1.12"
-
 form-data@~2.3.2:
   version "2.3.3"
   resolved "https://registry.yarnpkg.com/form-data/-/form-data-2.3.3.tgz#dcce52c05f644f298c6a7ab936bd724ceffbf3a6"
@@ -5809,10 +5689,6 @@ glur@^1.1.2:
   version "1.1.2"
   resolved "https://registry.yarnpkg.com/glur/-/glur-1.1.2.tgz#f20ea36db103bfc292343921f1f91e83c3467689"
 
-google-protobuf@^3.9.2:
-  version "3.12.2"
-  resolved "https://registry.yarnpkg.com/google-protobuf/-/google-protobuf-3.12.2.tgz#50ce9f9b6281235724eb243d6a83e969a2176e53"
-
 got@^7.0.0:
   version "7.1.0"
   resolved "https://registry.yarnpkg.com/got/-/got-7.1.0.tgz#05450fd84094e6bbea56f451a43a9c289166385a"
@@ -6054,7 +5930,6 @@ html-escaper@^2.0.0:
 html-minifier-terser@^5.0.1:
   version "5.1.1"
   resolved "https://registry.yarnpkg.com/html-minifier-terser/-/html-minifier-terser-5.1.1.tgz#922e96f1f3bb60832c2634b79884096389b1f054"
-  integrity sha512-ZPr5MNObqnV/T9akshPKbVgyOqLmy+Bxo7juKCfTfnjNniTAMdy4hz21YQqoofMBJD2kdREaqPPdThoR78Tgxg==
   dependencies:
     camel-case "^4.1.1"
     clean-css "^4.2.3"
@@ -6089,7 +5964,6 @@ html-webpack-inline-svg-plugin@^1.2.4:
 html-webpack-inline-svg-plugin@^2.3.0:
   version "2.3.0"
   resolved "https://registry.yarnpkg.com/html-webpack-inline-svg-plugin/-/html-webpack-inline-svg-plugin-2.3.0.tgz#827e3a29b420a0dd51a197578c65a4ab5d00b2fb"
-  integrity sha512-NMeirc/kQX2/5qwr6fYrWwqYQsQt5ZcasgR2Jpm04fgZLr1eVm55cetgd5Dr/w7TyEYb+ZlWhAugZCktbgbUNw==
   dependencies:
     axios "^0.19.2"
     chalk "^4.1.0"
@@ -6113,7 +5987,6 @@ html-webpack-plugin@^3.2.0:
 html-webpack-plugin@^4.5.0:
   version "4.5.0"
   resolved "https://registry.yarnpkg.com/html-webpack-plugin/-/html-webpack-plugin-4.5.0.tgz#625097650886b97ea5dae331c320e3238f6c121c"
-  integrity sha512-MouoXEYSjTzCrjIxWwg8gxL5fE2X2WZJLmBYXlaJhQUH5K/b5OrqmV7T4dB7iu0xkmJ6JlUuV6fFVtnqbPopZw==
   dependencies:
     "@types/html-minifier-terser" "^5.0.0"
     "@types/tapable" "^1.0.5"
@@ -7906,10 +7779,6 @@ levn@^0.3.0, levn@~0.3.0:
     prelude-ls "~1.1.2"
     type-check "~0.3.2"
 
-libgif@0.0.3:
-  version "0.0.3"
-  resolved "https://registry.yarnpkg.com/libgif/-/libgif-0.0.3.tgz#18c86ace0ec98d86d5d984b5dac9cb567f20d20e"
-
 lie@~3.3.0:
   version "3.3.0"
   resolved "https://registry.yarnpkg.com/lie/-/lie-3.3.0.tgz#dcf82dee545f46074daf200c7c1c5a08e0f40f6a"
@@ -8029,7 +7898,6 @@ lodash@^4.15.0, lodash@^4.17.10, lodash@^4.17.11, lodash@^4.17.13, lodash@^4.17.
 lodash@^4.17.19, lodash@^4.17.20:
   version "4.17.20"
   resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.20.tgz#b44a9b6297bcb698f1c51a3545a2b3b368d59c52"
-  integrity sha512-PlhdFcillOINfeV7Ni6oF1TAEayyZBoZ8bcshTHqOYJYlrqzRK5hagpagky5o4HfCzzd1TRkXPMFq6cKk9rGmA==
 
 logalot@^2.0.0:
   version "2.1.0"
@@ -8080,7 +7948,6 @@ lower-case@^1.1.1:
 lower-case@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/lower-case/-/lower-case-2.0.1.tgz#39eeb36e396115cc05e29422eaea9e692c9408c7"
-  integrity sha512-LiWgfDLLb1dwbFQZsSglpRj+1ctGnayXz3Uv0/WO8n558JycT5fg6zkNcnW0G68Nn0aEldTFeEfmjCfmqry/rQ==
   dependencies:
     tslib "^1.10.0"
 
@@ -8632,7 +8499,6 @@ no-case@^2.2.0:
 no-case@^3.0.3:
   version "3.0.3"
   resolved "https://registry.yarnpkg.com/no-case/-/no-case-3.0.3.tgz#c21b434c1ffe48b39087e86cfb4d2582e9df18f8"
-  integrity sha512-ehY/mVQCf9BL0gKfsJBvFJen+1V//U+0HQMPrWct40ixE4jnv0bfvxDbWtAHL9EcaPEOJHVVYKoQn1TlZUB8Tw==
   dependencies:
     lower-case "^2.0.1"
     tslib "^1.10.0"
@@ -8648,10 +8514,6 @@ node-fetch@^2.3.0, node-fetch@^2.6.0:
   version "2.6.0"
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.0.tgz#e633456386d4aa55863f676a7ab0daa8fdecb0fd"
 
-node-fetch@~2.1.2:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.1.2.tgz#ab884e8e7e57e38a944753cec706f788d1768bb5"
-
 node-forge@0.9.0:
   version "0.9.0"
   resolved "https://registry.yarnpkg.com/node-forge/-/node-forge-0.9.0.tgz#d624050edbb44874adca12bb9a52ec63cb782579"
@@ -8713,21 +8575,6 @@ node-notifier@^7.0.0:
     uuid "^7.0.3"
     which "^2.0.2"
 
-node-pre-gyp@0.14.0:
-  version "0.14.0"
-  resolved "https://registry.yarnpkg.com/node-pre-gyp/-/node-pre-gyp-0.14.0.tgz#9a0596533b877289bcad4e143982ca3d904ddc83"
-  dependencies:
-    detect-libc "^1.0.2"
-    mkdirp "^0.5.1"
-    needle "^2.2.1"
-    nopt "^4.0.1"
-    npm-packlist "^1.1.6"
-    npmlog "^4.0.2"
-    rc "^1.2.7"
-    rimraf "^2.6.1"
-    semver "^5.3.0"
-    tar "^4.4.2"
-
 node-pre-gyp@^0.11.0:
   version "0.11.0"
   resolved "https://registry.yarnpkg.com/node-pre-gyp/-/node-pre-gyp-0.11.0.tgz#db1f33215272f692cd38f03238e3e9b47c5dd054"
@@ -8831,12 +8678,6 @@ npmlog@^4.0.2:
     gauge "~2.7.3"
     set-blocking "~2.0.0"
 
-nsfwjs@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/nsfwjs/-/nsfwjs-2.2.0.tgz#963ade422a44953e6486cb293ba69722fd42fe89"
-  dependencies:
-    libgif "0.0.3"
-
 nth-check@^1.0.2, nth-check@~1.0.1:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/nth-check/-/nth-check-1.0.2.tgz#b2bd295c37e3dd58a3bf0700376663ba4d9cf05c"
@@ -9222,7 +9063,6 @@ param-case@2.1.x:
 param-case@^3.0.3:
   version "3.0.3"
   resolved "https://registry.yarnpkg.com/param-case/-/param-case-3.0.3.tgz#4be41f8399eff621c56eebb829a5e451d9801238"
-  integrity sha512-VWBVyimc1+QrzappRs7waeN2YmoZFCGXWASRYX1/rGHtXqEcrGEIDm+jqIwFa2fRXNgQEwrxaYuIrX0WcAguTA==
   dependencies:
     dot-case "^3.0.3"
     tslib "^1.10.0"
@@ -9304,7 +9144,6 @@ parse5@^3.0.1:
 parse5@^6.0.1:
   version "6.0.1"
   resolved "https://registry.yarnpkg.com/parse5/-/parse5-6.0.1.tgz#e1a1c085c569b3dc08321184f19a39cc27f7c30b"
-  integrity sha512-Ofn/CTFzRGTTxwpNEs9PP93gXShHcTq255nzRYSKe8AkVpZY7e1fpmTfOyoIvjP5HG7Z2ZM7VS9PPhQGW2pOpw==
 
 parseurl@~1.3.2, parseurl@~1.3.3:
   version "1.3.3"
@@ -9313,7 +9152,6 @@ parseurl@~1.3.2, parseurl@~1.3.3:
 pascal-case@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/pascal-case/-/pascal-case-3.1.1.tgz#5ac1975133ed619281e88920973d2cd1f279de5f"
-  integrity sha512-XIeHKqIrsquVTQL2crjq3NfJUxmdLasn3TYOU0VBM+UX2a6ztAWBlJQBePLGY7VHW8+2dRadeIPK5+KImwTxQA==
   dependencies:
     no-case "^3.0.3"
     tslib "^1.10.0"
@@ -9845,7 +9683,6 @@ pretty-error@^2.0.2:
 pretty-error@^2.1.1:
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/pretty-error/-/pretty-error-2.1.2.tgz#be89f82d81b1c86ec8fdfbc385045882727f93b6"
-  integrity sha512-EY5oDzmsX5wvuynAByrmY0P0hcp+QpnAKbJng2A2MPjVKXCxrDSUkzghVJ4ZGPIv+JC4gX8fPUWscC0RtjsWGw==
   dependencies:
     lodash "^4.17.20"
     renderkid "^2.0.4"
@@ -10168,7 +10005,6 @@ rc@^1.2.7:
 react-dom@^17.0.1:
   version "17.0.1"
   resolved "https://registry.yarnpkg.com/react-dom/-/react-dom-17.0.1.tgz#1de2560474ec9f0e334285662ede52dbc5426fc6"
-  integrity sha512-6eV150oJZ9U2t9svnsspTMrWNyHc6chX0KzDeAOXftRa8bNeOKTTfCJ7KorIwenkHd2xqVTBTCZd79yk/lx/Ug==
   dependencies:
     loose-envify "^1.1.0"
     object-assign "^4.1.1"
@@ -10189,7 +10025,6 @@ react-is@^16.12.0, react-is@^16.13.1, react-is@^16.7.0, react-is@^16.8.1, react-
 "react-is@^16.12.0 || ^17.0.0", react-is@^17.0.1:
   version "17.0.1"
   resolved "https://registry.yarnpkg.com/react-is/-/react-is-17.0.1.tgz#5b3531bd76a645a4c9fb6e693ed36419e3301339"
-  integrity sha512-NAnt2iGDXohE5LI7uBnLnqvLQMtzhkiAOLXTmv+qnF9Ky7xAPcX8Up/xWIhxvLVGJvuLiNc4xQLtuqDRzb4fSA==
 
 react-lifecycles-compat@^3.0.4:
   version "3.0.4"
@@ -10208,7 +10043,6 @@ react-redux@^7.1.0:
 react-redux@^7.2.2:
   version "7.2.2"
   resolved "https://registry.yarnpkg.com/react-redux/-/react-redux-7.2.2.tgz#03862e803a30b6b9ef8582dadcc810947f74b736"
-  integrity sha512-8+CQ1EvIVFkYL/vu6Olo7JFLWop1qRUeb46sGtIMDCSpgwPQq8fPLpirIB0iTqFe9XYEFPHssdX8/UwN6pAkEA==
   dependencies:
     "@babel/runtime" "^7.12.1"
     hoist-non-react-statics "^3.3.2"
@@ -10219,7 +10053,6 @@ react-redux@^7.2.2:
 react-shallow-renderer@^16.13.1:
   version "16.14.1"
   resolved "https://registry.yarnpkg.com/react-shallow-renderer/-/react-shallow-renderer-16.14.1.tgz#bf0d02df8a519a558fd9b8215442efa5c840e124"
-  integrity sha512-rkIMcQi01/+kxiTE9D3fdS959U1g7gs+/rborw++42m1O9FAQiNI/UNRZExVUoAOprn4umcXf+pFRou8i4zuBg==
   dependencies:
     object-assign "^4.1.1"
     react-is "^16.12.0 || ^17.0.0"
@@ -10236,7 +10069,6 @@ react-test-renderer@^16.8.1:
 react-test-renderer@^17.0.1:
   version "17.0.1"
   resolved "https://registry.yarnpkg.com/react-test-renderer/-/react-test-renderer-17.0.1.tgz#3187e636c3063e6ae498aedf21ecf972721574c7"
-  integrity sha512-/dRae3mj6aObwkjCcxZPlxDFh73XZLgvwhhyON2haZGUEhiaY5EjfAdw+d/rQmlcFwdTpMXCSGVk374QbCTlrA==
   dependencies:
     object-assign "^4.1.1"
     react-is "^17.0.1"
@@ -10246,7 +10078,6 @@ react-test-renderer@^17.0.1:
 react@^17.0.1:
   version "17.0.1"
   resolved "https://registry.yarnpkg.com/react/-/react-17.0.1.tgz#6e0600416bd57574e3f86d92edba3d9008726127"
-  integrity sha512-lG9c9UuMHdcAexXtigOZLX8exLWkW0Ku29qPRU8uhF2R9BN96dLCt0psvzPLlHc5OWkgymP3qwTRgbnw5BKx3w==
   dependencies:
     loose-envify "^1.1.0"
     object-assign "^4.1.1"
@@ -10399,7 +10230,7 @@ regenerator-runtime@^0.11.0:
   version "0.11.1"
   resolved "https://registry.yarnpkg.com/regenerator-runtime/-/regenerator-runtime-0.11.1.tgz#be05ad7f9bf7d22e056f9726cee5017fbf19e2e9"
 
-regenerator-runtime@^0.13.4, regenerator-runtime@^0.13.5:
+regenerator-runtime@^0.13.4:
   version "0.13.5"
   resolved "https://registry.yarnpkg.com/regenerator-runtime/-/regenerator-runtime-0.13.5.tgz#d878a1d094b4306d10b9096484b33ebd55e26697"
 
@@ -10486,7 +10317,6 @@ renderkid@^2.0.1:
 renderkid@^2.0.4:
   version "2.0.4"
   resolved "https://registry.yarnpkg.com/renderkid/-/renderkid-2.0.4.tgz#d325e532afb28d3f8796ffee306be8ffd6fc864c"
-  integrity sha512-K2eXrSOJdq+HuKzlcjOlGoOarUu5SDguDEhE7+Ah4zuOWL40j8A/oHvLlLob9PSTNvVnBd+/q0Er1QfpEuem5g==
   dependencies:
     css-select "^1.1.0"
     dom-converter "^0.2"
@@ -10790,7 +10620,6 @@ scheduler@^0.19.1:
 scheduler@^0.20.1:
   version "0.20.1"
   resolved "https://registry.yarnpkg.com/scheduler/-/scheduler-0.20.1.tgz#da0b907e24026b01181ecbc75efdc7f27b5a000c"
-  integrity sha512-LKTe+2xNJBNxu/QhHvDR14wUXHRQbVY5ZOYpOGWRzhydZUqrLb2JBvLPY7cAqFmqrWuDED0Mjk7013SZiOz6Bw==
   dependencies:
     loose-envify "^1.1.0"
     object-assign "^4.1.1"
@@ -10814,10 +10643,6 @@ screenfull@^4.0.0:
   version "4.2.1"
   resolved "https://registry.yarnpkg.com/screenfull/-/screenfull-4.2.1.tgz#3245b7bc73d2b7c9a15bd8caaf6965db7cbc7f04"
 
-seedrandom@2.4.3:
-  version "2.4.3"
-  resolved "https://registry.yarnpkg.com/seedrandom/-/seedrandom-2.4.3.tgz#2438504dad33917314bff18ac4d794f16d6aaecc"
-
 seek-bzip@^1.0.5:
   version "1.0.5"
   resolved "https://registry.yarnpkg.com/seek-bzip/-/seek-bzip-1.0.5.tgz#cfe917cb3d274bcffac792758af53173eb1fabdc"
@@ -11607,7 +11432,7 @@ tar-stream@^2.0.0:
     inherits "^2.0.3"
     readable-stream "^3.1.1"
 
-tar@^4, tar@^4.4.2, tar@^4.4.6:
+tar@^4:
   version "4.4.13"
   resolved "https://registry.yarnpkg.com/tar/-/tar-4.4.13.tgz#43b364bc52888d555298637b10d60790254ab525"
   dependencies:
@@ -11672,7 +11497,6 @@ terser@^4.1.2:
 terser@^4.6.3:
   version "4.8.0"
   resolved "https://registry.yarnpkg.com/terser/-/terser-4.8.0.tgz#63056343d7c70bb29f3af665865a46fe03a0df17"
-  integrity sha512-EAPipTNeWsb/3wLPeup1tVPaXfIaU68xMnVdPafIL1TV05OhASArYyIfFvnvJCNrR2NIOvDVNNTFRa+Re2MWyw==
   dependencies:
     commander "^2.20.0"
     source-map "~0.6.1"
@@ -11904,7 +11728,6 @@ ts-node@^8.10.2:
 tslib@^1.10.0:
   version "1.14.1"
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.14.1.tgz#cf2d38bdc34a134bcaf1091c41f6619e2f672d00"
-  integrity sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg==
 
 tslib@^1.8.1, tslib@^1.9.0, tslib@^1.9.3:
   version "1.13.0"