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twitter-interaction-circles
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.env.example
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CONSUMER_KEY=
CONSUMER_SECRET=
ACCESS_TOKEN_KEY=
ACCESS_TOKEN_SECRET=

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.idea/
node_modules/
.env
yarn-error.log

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.prettierrc.js
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module.exports = {
trailingComma: "es5",
useTabs: true,
tabWidth: 4,
semi: true,
bracketSpacing: false,
jsxBracketSameLine: true,
};

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LICENSE
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MIT License
Copyright (c) 2020 Simone Masiero
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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README.md
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![Example](circle.png)
# Twitter Interaction Circle
Originally from [Twopcharts](https://twopcharts.com/) it has been making the round in the dev community.
I believe this is a great opportunity for a project to learn from.
The concept is easy and straightforward but the realization encompasses a lot of concepts.
You can read more about the realization of this project on the [HackerTyper Blog](https://blog.hackertyper.net/post/twitter-interaction-circles-guide/)
## Installation
```shell script
git clone git@github.com:duiker101/twitter-interaction-circle.git
cd twitter-interaction-circle
yarn install
```
Run with
```shell script
yarn build
```
## Setup
To use the project you will need Twitter API keys. You can get one on the [developer portal](https://developer.twitter.com).
Once you have them, rename the `.env.example` file `.env` and put them in there, it should look like this:
```dotenv
CONSUMER_KEY=AAAAAAA
CONSUMER_SECRET=BBBBBBB
ACCESS_TOKEN_KEY=CCCCCCC
ACCESS_TOKEN_SECRET=DDDDD
```
Make sure you don't have spaces.
## Challenges
You can try to apply the following changes to test your knowledge:
- Apply a shade to each avatar based on the most common type of interaction
- Fetch the circles for another user
- Render a grid instead of the circles

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package.json
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{
"name": "twitter-interaction-circle",
"description": "Create an Interaction Circle for your Twitter",
"version": "1.0.0",
"main": "src/index.js",
"license": "MIT",
"author": {
"name": "Simone Masiero",
"email": "simone@duiker101.net",
"url": "hackertyper.net"
},
"repository": {
"url": "https://github.com/duiker101/twitter-interaction-circles"
},
"scripts": {
"build": "node ./src/index.js",
"dev": "DEBUG=true node ./src/index.js"
},
"dependencies": {
"canvas": "^2.6.1",
"twitter-lite": "^0.14.0"
},
"devDependencies": {
"prettier": "^2.0.5",
"dotenv": "^8.2.0",
"@types/node": "^14.0.13"
},
"keywords": [
"twitter",
"interaction",
"circle",
"node",
"canvas"
]
}

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src/api.js
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const Twitter = require("twitter-lite");
/**
* The environment variable are provided by the dotenv via the .env file
*/
const dotenv = require("dotenv");
dotenv.config();
/**
* Create an instance of the API Client that we will use.
* @type {Twitter}
*/
const client = new Twitter({
consumer_key: process.env.CONSUMER_KEY,
consumer_secret: process.env.CONSUMER_SECRET,
access_token_key: process.env.ACCESS_TOKEN_KEY,
access_token_secret: process.env.ACCESS_TOKEN_SECRET,
});
/**
* Fetch a single page of the timeline
* @param screen_name
* @param page
* @param max_id
* @returns {Promise<[]>} Returns an array of posts
*/
async function getTimelinePage(screen_name, page, max_id = null) {
let params = {
screen_name,
count: 200,
...(!!max_id && {max_id}),
};
console.log("Fetching Timeline page " + page);
const res = await client.get("statuses/user_timeline", params);
return res;
}
/**
* Fetch the whole timeline available for a user. That is, up to 3000 tweets.
* @param screen_name
* @returns {Promise<[]>}
*/
async function getTimeline(screen_name) {
let page = 1;
let posts = await getTimelinePage(screen_name, page++);
let timeline = [...posts];
// in debug mode we fetch only one page
while (posts.length > 0 && (!process.env.DEBUG || page <= 1)) {
timeline = [...timeline, ...posts];
const max_id = "" + (BigInt(posts[posts.length - 1].id_str) - 1n);
posts = await getTimelinePage(screen_name, page++, max_id);
}
return timeline;
}
/**
* Fetch a single page of liked posts by the user
* @param screen_name
* @param page
* @param max_id
* @returns {Promise<any>} Returns a list of up to 200 posts liked by the user.
*/
async function getLikedPage(screen_name, page, max_id = null) {
let params = {
screen_name,
count: 200,
...(!!max_id && {max_id}),
};
console.log("Fetching Liked page " + page);
const res = await client.get("favorites/list", params);
return res;
}
/**
* Get all the liked posts by the user (up to 3000 as limited by the API)
* @param screen_name
* @returns {Promise<*[]>}
*/
async function getLiked(screen_name) {
let page = 1;
let posts = await getLikedPage(screen_name, page++);
let timeline = [...posts];
while (posts.length > 0 && (!process.env.DEBUG || page <= 1)) {
timeline = [...timeline, ...posts];
const max_id = "" + (BigInt(posts[posts.length - 1].id_str) - 1n);
posts = await getLikedPage(screen_name, page++, max_id);
}
return timeline;
}
/**
* Get a list of users avatars based on a list of IDs
* @param ids an array of ID strings
* @returns {Promise<any>}
*/
async function getAvatars(ids) {
let params = {
user_id: ids,
include_entities: false,
};
console.log("Fetching avatars " + ids.length);
const res = await client.get("users/lookup", params);
return Object.fromEntries(
res.map((user) => [
user.id_str,
user.profile_image_url_https.replace("normal", "400x400"),
])
);
}
/**
* Return informations about the currently logged in user
* @returns {Promise<{screen_name: string, id: string, avatar: string}>}
*/
async function getMe() {
console.log("Fetching me");
const res = await client.get("account/verify_credentials");
return {
id: res.id_str,
screen_name: res.screen_name,
avatar: res.profile_image_url_https.replace("normal", "400x400"),
};
}
module.exports = {
getLiked,
getTimeline,
getAvatars,
getMe,
};

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src/data.js
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const {getTimeline, getLiked, getAvatars} = require("./api");
/**
* A small function that records an interaction.
* If a user already exists in the interactions object, increment the count for the specific type.
* Otherwise create a new object for the user and set the type for this interaction to 1
*
* @param interactions our array to which to add the record
* @param screen_name
* @param user_id
* @param type 'reply' | 'retweet' | 'like'
*/
function addRecord(interactions, screen_name, user_id, type) {
if (user_id in interactions) interactions[user_id][type] += 1;
else
interactions[user_id] = {
screen_name,
id: user_id,
reply: 0,
retweet: 0,
like: 0,
[type]: 1,
};
}
/**
* Loop over the timeline posts and record the ones where they are a reply to someone
* To know if it's a reply the in_reply_to_user_id_str property will not be null.
* We also need to make sure that in_reply_to_screen_name is different from our own screen_name to avoid adding ourselves
* @param interactions
* @param timeline
* @param screen_name
*/
function countReplies(interactions, timeline, screen_name) {
for (const post of timeline) {
if (
!!post.in_reply_to_user_id_str &&
post.in_reply_to_screen_name.toLowerCase() !== screen_name
) {
addRecord(
interactions,
post.in_reply_to_screen_name,
post.in_reply_to_user_id_str,
"reply"
);
}
}
}
/**
* Loop over the timeline posts and record the ones where they are a retweet to someone else's posts
* To know if it's a retweet the retweeted_status property will not be null.
* We also need to make sure that retweeted_status.user.screen_name is different from our own screen_name to avoid adding ourselves
* @param interactions
* @param timeline
* @param screen_name
*/
function countRetweets(interactions, timeline, screen_name) {
for (const post of timeline) {
if (
post.retweeted_status &&
post.retweeted_status.user &&
post.retweeted_status.user.screen_name.toLowerCase() !== screen_name
) {
addRecord(
interactions,
post.retweeted_status.user.screen_name,
post.retweeted_status.user.id_str,
"retweet"
);
}
}
}
/**
* Loop over the liked posts and record the all the ones that are not ours.
* @param interactions
* @param likes
* @param screen_name
*/
function countLikes(interactions, likes, screen_name) {
for (const post of likes) {
if (post.user.screen_name.toLowerCase() !== screen_name) {
addRecord(
interactions,
post.user.screen_name,
post.user.id_str,
"like"
);
}
}
}
module.exports = async function getInteractions(screen_name, layers) {
const timeline = await getTimeline(screen_name);
const liked = await getLiked(screen_name);
/**
* This is the main place where we are going to keep our data as we process it.
* It's an object where the key is the user_id and the values is an object like this:
* {
* screen_name: string,
* id: string,
* reply: number,
* retweet: number,
* like: number,
* }
*/
const interactions = {};
countReplies(interactions, timeline, screen_name);
countRetweets(interactions, timeline, screen_name);
countLikes(interactions, liked, screen_name);
const tally = [];
/**
* This is the heart of the algorithm.
* We process all the collected interactions and assign a value to them and count the total.
* We stored the processed interactions in our `tally` array.
* Each object in our tally array looks like this:
* {
* screen_name: string,
* id: string,
* total: number
* }
*/
for (const [key, interaction] of Object.entries(interactions)) {
let total = 0;
total += interaction.like;
total += interaction.reply * 1.1;
total += interaction.retweet * 1.3;
tally.push({
id: interaction.id,
screen_name: interaction.screen_name,
total,
});
}
// sort the tally array by total descending
tally.sort((a, b) => b.total - a.total);
// Total sum of needed users, it's like layer[0]+layer[1]+layer[2]
const maxCount = layers.reduce((total, current) => total + current, 0);
// take only the top part of the array between 0 and the total needed
const head = tally.slice(0, maxCount);
// fetch the avatars for these users.
// The API allows only 100 users on this call.
// Pagination could be added to support more but the image would get super busy
const ids = head.map((u) => u.id);
const avatars = await getAvatars(ids);
for (const i of head) {
i.avatar = avatars[i.id];
}
// split the head back into layers
const result = [];
result.push(head.splice(0, layers[0]));
result.push(head.splice(0, layers[1]));
result.push(head.splice(0, layers[2]));
return result;
};

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src/image.js
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const {createCanvas, loadImage} = require("canvas");
const fs = require("fs");
const toRad = (x) => x * (Math.PI / 180);
/**
*
* @param config is an array with 4 entries
* Each entry is an object with the following properties:
* distance: from the middle of the image to the middle of the circle at the current layer. The bigger the number, the further is the layer from the center
* count: circles in the current layer
* radius: of the circles in this layer
* users: list of users to render in the format {avatar:string}
* @returns {Promise<void>}
*/
module.exports = async function render(config) {
const width = 1000;
const height = 1000;
const canvas = createCanvas(width, height);
const ctx = canvas.getContext("2d");
// fill the background
ctx.fillStyle = "#C5EDCE";
ctx.fillRect(0, 0, width, height);
// loop over the layers
for (const [layerIndex, layer] of config.entries()) {
const {count, radius, distance, users} = layer;
const angleSize = 360 / count;
// loop over each circle of the layer
for (let i = 0; i < count; i++) {
// We need an offset or the first circle will always on the same line and it looks weird
// Try removing this to see what happens
const offset = layerIndex * 30;
// i * angleSize is the angle at which our circle goes
// We need to converting to radiant to work with the cos/sin
const r = toRad(i * angleSize + offset);
const centerX = Math.cos(r) * distance + width / 2;
const centerY = Math.sin(r) * distance + height / 2;
// if we are trying to render a circle but we ran out of users, just exit the loop. We are done.
if (!users[i]) break;
ctx.save();
ctx.beginPath();
ctx.arc(centerX, centerY, radius, 0, 2 * Math.PI);
ctx.clip();
const img = await loadImage(users[i].avatar);
ctx.drawImage(
img,
centerX - radius,
centerY - radius,
radius * 2,
radius * 2
);
ctx.restore();
}
}
// write the resulting canvas to file
const out = fs.createWriteStream("./circle.png");
const stream = canvas.createPNGStream();
stream.pipe(out);
out.on("finish", () => console.log("Done!"));
};

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src/index.js
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const getInteractions = require("./data");
const render = require("./image");
const {getMe} = require("./api");
/**
* This is the main function of the app. It need to be a function because we can't have a top level awai.
*/
async function main() {
// fetch the information of the logged in user
// instead of getMe you could replace it with another method to get a third user to generate their circles
const me = await getMe();
// this is how many users we will have for each layer from the inside out
const layers = [8, 15, 26];
// fetch the interactions
const data = await getInteractions(me.screen_name.toLowerCase(), layers);
// render the image
await render([
{distance: 0, count: 1, radius: 110, users: [me]},
{distance: 200, count: layers[0], radius: 64, users: data[0]},
{distance: 330, count: layers[1], radius: 58, users: data[1]},
{distance: 450, count: layers[2], radius: 50, users: data[2]},
]);
}
// entry point
main();

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yarn.lock
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signal-exit@^3.0.0:
version "3.0.3"
resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.3.tgz#a1410c2edd8f077b08b4e253c8eacfcaf057461c"
integrity sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA==
simple-concat@^1.0.0:
version "1.0.0"
resolved "https://registry.yarnpkg.com/simple-concat/-/simple-concat-1.0.0.tgz#7344cbb8b6e26fb27d66b2fc86f9f6d5997521c6"
integrity sha1-c0TLuLbib7J9ZrL8hvn21Zl1IcY=
simple-get@^3.0.3:
version "3.1.0"
resolved "https://registry.yarnpkg.com/simple-get/-/simple-get-3.1.0.tgz#b45be062435e50d159540b576202ceec40b9c6b3"
integrity sha512-bCR6cP+aTdScaQCnQKbPKtJOKDp/hj9EDLJo3Nw4y1QksqaovlW/bnptB6/c1e+qmNIDHRK+oXFDdEqBT8WzUA==
dependencies:
decompress-response "^4.2.0"
once "^1.3.1"
simple-concat "^1.0.0"
source-map-support@^0.5.17:
version "0.5.19"
resolved "https://registry.yarnpkg.com/source-map-support/-/source-map-support-0.5.19.tgz#a98b62f86dcaf4f67399648c085291ab9e8fed61"
integrity sha512-Wonm7zOCIJzBGQdB+thsPar0kYuCIzYvxZwlBa87yi/Mdjv7Tip2cyVbLj5o0cFPN4EVkuTwb3GDDyUx2DGnGw==
dependencies:
buffer-from "^1.0.0"
source-map "^0.6.0"
source-map@^0.6.0:
version "0.6.1"
resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.6.1.tgz#74722af32e9614e9c287a8d0bbde48b5e2f1a263"
integrity sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==
string-width@^1.0.1:
version "1.0.2"
resolved "https://registry.yarnpkg.com/string-width/-/string-width-1.0.2.tgz#118bdf5b8cdc51a2a7e70d211e07e2b0b9b107d3"
integrity sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=
dependencies:
code-point-at "^1.0.0"
is-fullwidth-code-point "^1.0.0"
strip-ansi "^3.0.0"
"string-width@^1.0.2 || 2":
version "2.1.1"
resolved "https://registry.yarnpkg.com/string-width/-/string-width-2.1.1.tgz#ab93f27a8dc13d28cac815c462143a6d9012ae9e"
integrity sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==
dependencies:
is-fullwidth-code-point "^2.0.0"
strip-ansi "^4.0.0"
string_decoder@~1.1.1:
version "1.1.1"
resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.1.1.tgz#9cf1611ba62685d7030ae9e4ba34149c3af03fc8"
integrity sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==
dependencies:
safe-buffer "~5.1.0"
strip-ansi@^3.0.0, strip-ansi@^3.0.1:
version "3.0.1"
resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-3.0.1.tgz#6a385fb8853d952d5ff05d0e8aaf94278dc63dcf"
integrity sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=
dependencies:
ansi-regex "^2.0.0"
strip-ansi@^4.0.0:
version "4.0.0"
resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-4.0.0.tgz#a8479022eb1ac368a871389b635262c505ee368f"
integrity sha1-qEeQIusaw2iocTibY1JixQXuNo8=
dependencies:
ansi-regex "^3.0.0"
strip-json-comments@~2.0.1:
version "2.0.1"
resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-2.0.1.tgz#3c531942e908c2697c0ec344858c286c7ca0a60a"
integrity sha1-PFMZQukIwml8DsNEhYwobHygpgo=
tar@^4:
version "4.4.13"
resolved "https://registry.yarnpkg.com/tar/-/tar-4.4.13.tgz#43b364bc52888d555298637b10d60790254ab525"
integrity sha512-w2VwSrBoHa5BsSyH+KxEqeQBAllHhccyMFVHtGtdMpF4W7IRWfZjFiQceJPChOeTsSDVUpER2T8FA93pr0L+QA==
dependencies:
chownr "^1.1.1"
fs-minipass "^1.2.5"
minipass "^2.8.6"
minizlib "^1.2.1"
mkdirp "^0.5.0"
safe-buffer "^5.1.2"
yallist "^3.0.3"
ts-node@^8.10.2:
version "8.10.2"
resolved "https://registry.yarnpkg.com/ts-node/-/ts-node-8.10.2.tgz#eee03764633b1234ddd37f8db9ec10b75ec7fb8d"
integrity sha512-ISJJGgkIpDdBhWVu3jufsWpK3Rzo7bdiIXJjQc0ynKxVOVcg2oIrf2H2cejminGrptVc6q6/uynAHNCuWGbpVA==
dependencies:
arg "^4.1.0"
diff "^4.0.1"
make-error "^1.1.1"
source-map-support "^0.5.17"
yn "3.1.1"
twitter-lite@^0.14.0:
version "0.14.0"
resolved "https://registry.yarnpkg.com/twitter-lite/-/twitter-lite-0.14.0.tgz#5ec32d31e693007572d060858f2746ac8aed1a7d"
integrity sha512-AP7jnuEBIMA18fi3IDWT7fTOJVpZrl1ZwJKunGf2iknKv5BH4mpwBvJmu3RP59XHZFL3ckUcGGRw/INVRikBBg==
dependencies:
cross-fetch "^3.0.0"
oauth-1.0a "^2.2.4"
typescript@^3.9.5:
version "3.9.5"
resolved "https://registry.yarnpkg.com/typescript/-/typescript-3.9.5.tgz#586f0dba300cde8be52dd1ac4f7e1009c1b13f36"
integrity sha512-hSAifV3k+i6lEoCJ2k6R2Z/rp/H3+8sdmcn5NrS3/3kE7+RyZXm9aqvxWqjEXHAd8b0pShatpcdMTvEdvAJltQ==
util-deprecate@~1.0.1:
version "1.0.2"
resolved "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
integrity sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=
wide-align@^1.1.0:
version "1.1.3"
resolved "https://registry.yarnpkg.com/wide-align/-/wide-align-1.1.3.tgz#ae074e6bdc0c14a431e804e624549c633b000457"
integrity sha512-QGkOQc8XL6Bt5PwnsExKBPuMKBxnGxWWW3fU55Xt4feHozMUhdUMaBCk290qpm/wG5u/RSKzwdAC4i51YigihA==
dependencies:
string-width "^1.0.2 || 2"
wrappy@1:
version "1.0.2"
resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=
yallist@^3.0.0, yallist@^3.0.3:
version "3.1.1"
resolved "https://registry.yarnpkg.com/yallist/-/yallist-3.1.1.tgz#dbb7daf9bfd8bac9ab45ebf602b8cbad0d5d08fd"
integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==
yn@3.1.1:
version "3.1.1"
resolved "https://registry.yarnpkg.com/yn/-/yn-3.1.1.tgz#1e87401a09d767c1d5eab26a6e4c185182d2eb50"
integrity sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==
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