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timurista/deduper-using-sha.js

Last active January 2, 2019 23:58
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Dedupe news api data using sha256
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deduper-using-sha.js
(function () {
'use strict';
var ERROR = 'input is invalid type';
var WINDOW = typeof window === 'object';
var root = WINDOW ? window : {};
if (root.JS_SHA256_NO_WINDOW) {
WINDOW = false;
}
var WEB_WORKER = !WINDOW && typeof self === 'object';
var NODE_JS = !root.JS_SHA256_NO_NODE_JS && typeof process === 'object' && process.versions && process.versions.node;
if (NODE_JS) {
root = global;
} else if (WEB_WORKER) {
root = self;
}
var COMMON_JS = !root.JS_SHA256_NO_COMMON_JS && typeof module === 'object' && module.exports;
var AMD = typeof define === 'function' && define.amd;
var ARRAY_BUFFER = !root.JS_SHA256_NO_ARRAY_BUFFER && typeof ArrayBuffer !== 'undefined';
var HEX_CHARS = '0123456789abcdef'.split('');
var EXTRA = [-2147483648, 8388608, 32768, 128];
var SHIFT = [24, 16, 8, 0];
var K = [
0x428a2f98, 0x71374491, 0xb5c0fbcf, 0xe9b5dba5, 0x3956c25b, 0x59f111f1, 0x923f82a4, 0xab1c5ed5,
0xd807aa98, 0x12835b01, 0x243185be, 0x550c7dc3, 0x72be5d74, 0x80deb1fe, 0x9bdc06a7, 0xc19bf174,
0xe49b69c1, 0xefbe4786, 0x0fc19dc6, 0x240ca1cc, 0x2de92c6f, 0x4a7484aa, 0x5cb0a9dc, 0x76f988da,
0x983e5152, 0xa831c66d, 0xb00327c8, 0xbf597fc7, 0xc6e00bf3, 0xd5a79147, 0x06ca6351, 0x14292967,
0x27b70a85, 0x2e1b2138, 0x4d2c6dfc, 0x53380d13, 0x650a7354, 0x766a0abb, 0x81c2c92e, 0x92722c85,
0xa2bfe8a1, 0xa81a664b, 0xc24b8b70, 0xc76c51a3, 0xd192e819, 0xd6990624, 0xf40e3585, 0x106aa070,
0x19a4c116, 0x1e376c08, 0x2748774c, 0x34b0bcb5, 0x391c0cb3, 0x4ed8aa4a, 0x5b9cca4f, 0x682e6ff3,
0x748f82ee, 0x78a5636f, 0x84c87814, 0x8cc70208, 0x90befffa, 0xa4506ceb, 0xbef9a3f7, 0xc67178f2
];
var OUTPUT_TYPES = ['hex', 'array', 'digest', 'arrayBuffer'];
var blocks = [];
if (root.JS_SHA256_NO_NODE_JS || !Array.isArray) {
Array.isArray = function (obj) {
return Object.prototype.toString.call(obj) === '[object Array]';
};
}
if (ARRAY_BUFFER && (root.JS_SHA256_NO_ARRAY_BUFFER_IS_VIEW || !ArrayBuffer.isView)) {
ArrayBuffer.isView = function (obj) {
return typeof obj === 'object' && obj.buffer && obj.buffer.constructor === ArrayBuffer;
};
}
var createOutputMethod = function (outputType, is224) {
return function (message) {
return new Sha256(is224, true).update(message)[outputType]();
};
};
var createMethod = function (is224) {
var method = createOutputMethod('hex', is224);
if (NODE_JS) {
method = nodeWrap(method, is224);
}
method.create = function () {
return new Sha256(is224);
};
method.update = function (message) {
return method.create().update(message);
};
for (var i = 0; i < OUTPUT_TYPES.length; ++i) {
var type = OUTPUT_TYPES[i];
method[type] = createOutputMethod(type, is224);
}
return method;
};
var nodeWrap = function (method, is224) {
var crypto = eval("require('crypto')");
var Buffer = eval("require('buffer').Buffer");
var algorithm = is224 ? 'sha224' : 'sha256';
var nodeMethod = function (message) {
if (typeof message === 'string') {
return crypto.createHash(algorithm).update(message, 'utf8').digest('hex');
} else {
if (message === null || message === undefined) {
throw new Error(ERROR);
} else if (message.constructor === ArrayBuffer) {
message = new Uint8Array(message);
}
}
if (Array.isArray(message) || ArrayBuffer.isView(message) ||
message.constructor === Buffer) {
return crypto.createHash(algorithm).update(new Buffer(message)).digest('hex');
} else {
return method(message);
}
};
return nodeMethod;
};
var createHmacOutputMethod = function (outputType, is224) {
return function (key, message) {
return new HmacSha256(key, is224, true).update(message)[outputType]();
};
};
var createHmacMethod = function (is224) {
var method = createHmacOutputMethod('hex', is224);
method.create = function (key) {
return new HmacSha256(key, is224);
};
method.update = function (key, message) {
return method.create(key).update(message);
};
for (var i = 0; i < OUTPUT_TYPES.length; ++i) {
var type = OUTPUT_TYPES[i];
method[type] = createHmacOutputMethod(type, is224);
}
return method;
};
function Sha256(is224, sharedMemory) {
if (sharedMemory) {
blocks[0] = blocks[16] = blocks[1] = blocks[2] = blocks[3] =
blocks[4] = blocks[5] = blocks[6] = blocks[7] =
blocks[8] = blocks[9] = blocks[10] = blocks[11] =
blocks[12] = blocks[13] = blocks[14] = blocks[15] = 0;
this.blocks = blocks;
} else {
this.blocks = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0];
}
if (is224) {
this.h0 = 0xc1059ed8;
this.h1 = 0x367cd507;
this.h2 = 0x3070dd17;
this.h3 = 0xf70e5939;
this.h4 = 0xffc00b31;
this.h5 = 0x68581511;
this.h6 = 0x64f98fa7;
this.h7 = 0xbefa4fa4;
} else { // 256
this.h0 = 0x6a09e667;
this.h1 = 0xbb67ae85;
this.h2 = 0x3c6ef372;
this.h3 = 0xa54ff53a;
this.h4 = 0x510e527f;
this.h5 = 0x9b05688c;
this.h6 = 0x1f83d9ab;
this.h7 = 0x5be0cd19;
}
this.block = this.start = this.bytes = this.hBytes = 0;
this.finalized = this.hashed = false;
this.first = true;
this.is224 = is224;
}
Sha256.prototype.update = function (message) {
if (this.finalized) {
return;
}
var notString, type = typeof message;
if (type !== 'string') {
if (type === 'object') {
if (message === null) {
throw new Error(ERROR);
} else if (ARRAY_BUFFER && message.constructor === ArrayBuffer) {
message = new Uint8Array(message);
} else if (!Array.isArray(message)) {
if (!ARRAY_BUFFER || !ArrayBuffer.isView(message)) {
throw new Error(ERROR);
}
}
} else {
throw new Error(ERROR);
}
notString = true;
}
var code, index = 0, i, length = message.length, blocks = this.blocks;
while (index < length) {
if (this.hashed) {
this.hashed = false;
blocks[0] = this.block;
blocks[16] = blocks[1] = blocks[2] = blocks[3] =
blocks[4] = blocks[5] = blocks[6] = blocks[7] =
blocks[8] = blocks[9] = blocks[10] = blocks[11] =
blocks[12] = blocks[13] = blocks[14] = blocks[15] = 0;
}
if (notString) {
for (i = this.start; index < length && i < 64; ++index) {
blocks[i >> 2] |= message[index] << SHIFT[i++ & 3];
}
} else {
for (i = this.start; index < length && i < 64; ++index) {
code = message.charCodeAt(index);
if (code < 0x80) {
blocks[i >> 2] |= code << SHIFT[i++ & 3];
} else if (code < 0x800) {
blocks[i >> 2] |= (0xc0 | (code >> 6)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | (code & 0x3f)) << SHIFT[i++ & 3];
} else if (code < 0xd800 || code >= 0xe000) {
blocks[i >> 2] |= (0xe0 | (code >> 12)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | ((code >> 6) & 0x3f)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | (code & 0x3f)) << SHIFT[i++ & 3];
} else {
code = 0x10000 + (((code & 0x3ff) << 10) | (message.charCodeAt(++index) & 0x3ff));
blocks[i >> 2] |= (0xf0 | (code >> 18)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | ((code >> 12) & 0x3f)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | ((code >> 6) & 0x3f)) << SHIFT[i++ & 3];
blocks[i >> 2] |= (0x80 | (code & 0x3f)) << SHIFT[i++ & 3];
}
}
}
this.lastByteIndex = i;
this.bytes += i - this.start;
if (i >= 64) {
this.block = blocks[16];
this.start = i - 64;
this.hash();
this.hashed = true;
} else {
this.start = i;
}
}
if (this.bytes > 4294967295) {
this.hBytes += this.bytes / 4294967296 << 0;
this.bytes = this.bytes % 4294967296;
}
return this;
};
Sha256.prototype.finalize = function () {
if (this.finalized) {
return;
}
this.finalized = true;
var blocks = this.blocks, i = this.lastByteIndex;
blocks[16] = this.block;
blocks[i >> 2] |= EXTRA[i & 3];
this.block = blocks[16];
if (i >= 56) {
if (!this.hashed) {
this.hash();
}
blocks[0] = this.block;
blocks[16] = blocks[1] = blocks[2] = blocks[3] =
blocks[4] = blocks[5] = blocks[6] = blocks[7] =
blocks[8] = blocks[9] = blocks[10] = blocks[11] =
blocks[12] = blocks[13] = blocks[14] = blocks[15] = 0;
}
blocks[14] = this.hBytes << 3 | this.bytes >>> 29;
blocks[15] = this.bytes << 3;
this.hash();
};
Sha256.prototype.hash = function () {
var a = this.h0, b = this.h1, c = this.h2, d = this.h3, e = this.h4, f = this.h5, g = this.h6,
h = this.h7, blocks = this.blocks, j, s0, s1, maj, t1, t2, ch, ab, da, cd, bc;
for (j = 16; j < 64; ++j) {
// rightrotate
t1 = blocks[j - 15];
s0 = ((t1 >>> 7) | (t1 << 25)) ^ ((t1 >>> 18) | (t1 << 14)) ^ (t1 >>> 3);
t1 = blocks[j - 2];
s1 = ((t1 >>> 17) | (t1 << 15)) ^ ((t1 >>> 19) | (t1 << 13)) ^ (t1 >>> 10);
blocks[j] = blocks[j - 16] + s0 + blocks[j - 7] + s1 << 0;
}
bc = b & c;
for (j = 0; j < 64; j += 4) {
if (this.first) {
if (this.is224) {
ab = 300032;
t1 = blocks[0] - 1413257819;
h = t1 - 150054599 << 0;
d = t1 + 24177077 << 0;
} else {
ab = 704751109;
t1 = blocks[0] - 210244248;
h = t1 - 1521486534 << 0;
d = t1 + 143694565 << 0;
}
this.first = false;
} else {
s0 = ((a >>> 2) | (a << 30)) ^ ((a >>> 13) | (a << 19)) ^ ((a >>> 22) | (a << 10));
s1 = ((e >>> 6) | (e << 26)) ^ ((e >>> 11) | (e << 21)) ^ ((e >>> 25) | (e << 7));
ab = a & b;
maj = ab ^ (a & c) ^ bc;
ch = (e & f) ^ (~e & g);
t1 = h + s1 + ch + K[j] + blocks[j];
t2 = s0 + maj;
h = d + t1 << 0;
d = t1 + t2 << 0;
}
s0 = ((d >>> 2) | (d << 30)) ^ ((d >>> 13) | (d << 19)) ^ ((d >>> 22) | (d << 10));
s1 = ((h >>> 6) | (h << 26)) ^ ((h >>> 11) | (h << 21)) ^ ((h >>> 25) | (h << 7));
da = d & a;
maj = da ^ (d & b) ^ ab;
ch = (h & e) ^ (~h & f);
t1 = g + s1 + ch + K[j + 1] + blocks[j + 1];
t2 = s0 + maj;
g = c + t1 << 0;
c = t1 + t2 << 0;
s0 = ((c >>> 2) | (c << 30)) ^ ((c >>> 13) | (c << 19)) ^ ((c >>> 22) | (c << 10));
s1 = ((g >>> 6) | (g << 26)) ^ ((g >>> 11) | (g << 21)) ^ ((g >>> 25) | (g << 7));
cd = c & d;
maj = cd ^ (c & a) ^ da;
ch = (g & h) ^ (~g & e);
t1 = f + s1 + ch + K[j + 2] + blocks[j + 2];
t2 = s0 + maj;
f = b + t1 << 0;
b = t1 + t2 << 0;
s0 = ((b >>> 2) | (b << 30)) ^ ((b >>> 13) | (b << 19)) ^ ((b >>> 22) | (b << 10));
s1 = ((f >>> 6) | (f << 26)) ^ ((f >>> 11) | (f << 21)) ^ ((f >>> 25) | (f << 7));
bc = b & c;
maj = bc ^ (b & d) ^ cd;
ch = (f & g) ^ (~f & h);
t1 = e + s1 + ch + K[j + 3] + blocks[j + 3];
t2 = s0 + maj;
e = a + t1 << 0;
a = t1 + t2 << 0;
}
this.h0 = this.h0 + a << 0;
this.h1 = this.h1 + b << 0;
this.h2 = this.h2 + c << 0;
this.h3 = this.h3 + d << 0;
this.h4 = this.h4 + e << 0;
this.h5 = this.h5 + f << 0;
this.h6 = this.h6 + g << 0;
this.h7 = this.h7 + h << 0;
};
Sha256.prototype.hex = function () {
this.finalize();
var h0 = this.h0, h1 = this.h1, h2 = this.h2, h3 = this.h3, h4 = this.h4, h5 = this.h5,
h6 = this.h6, h7 = this.h7;
var hex = HEX_CHARS[(h0 >> 28) & 0x0F] + HEX_CHARS[(h0 >> 24) & 0x0F] +
HEX_CHARS[(h0 >> 20) & 0x0F] + HEX_CHARS[(h0 >> 16) & 0x0F] +
HEX_CHARS[(h0 >> 12) & 0x0F] + HEX_CHARS[(h0 >> 8) & 0x0F] +
HEX_CHARS[(h0 >> 4) & 0x0F] + HEX_CHARS[h0 & 0x0F] +
HEX_CHARS[(h1 >> 28) & 0x0F] + HEX_CHARS[(h1 >> 24) & 0x0F] +
HEX_CHARS[(h1 >> 20) & 0x0F] + HEX_CHARS[(h1 >> 16) & 0x0F] +
HEX_CHARS[(h1 >> 12) & 0x0F] + HEX_CHARS[(h1 >> 8) & 0x0F] +
HEX_CHARS[(h1 >> 4) & 0x0F] + HEX_CHARS[h1 & 0x0F] +
HEX_CHARS[(h2 >> 28) & 0x0F] + HEX_CHARS[(h2 >> 24) & 0x0F] +
HEX_CHARS[(h2 >> 20) & 0x0F] + HEX_CHARS[(h2 >> 16) & 0x0F] +
HEX_CHARS[(h2 >> 12) & 0x0F] + HEX_CHARS[(h2 >> 8) & 0x0F] +
HEX_CHARS[(h2 >> 4) & 0x0F] + HEX_CHARS[h2 & 0x0F] +
HEX_CHARS[(h3 >> 28) & 0x0F] + HEX_CHARS[(h3 >> 24) & 0x0F] +
HEX_CHARS[(h3 >> 20) & 0x0F] + HEX_CHARS[(h3 >> 16) & 0x0F] +
HEX_CHARS[(h3 >> 12) & 0x0F] + HEX_CHARS[(h3 >> 8) & 0x0F] +
HEX_CHARS[(h3 >> 4) & 0x0F] + HEX_CHARS[h3 & 0x0F] +
HEX_CHARS[(h4 >> 28) & 0x0F] + HEX_CHARS[(h4 >> 24) & 0x0F] +
HEX_CHARS[(h4 >> 20) & 0x0F] + HEX_CHARS[(h4 >> 16) & 0x0F] +
HEX_CHARS[(h4 >> 12) & 0x0F] + HEX_CHARS[(h4 >> 8) & 0x0F] +
HEX_CHARS[(h4 >> 4) & 0x0F] + HEX_CHARS[h4 & 0x0F] +
HEX_CHARS[(h5 >> 28) & 0x0F] + HEX_CHARS[(h5 >> 24) & 0x0F] +
HEX_CHARS[(h5 >> 20) & 0x0F] + HEX_CHARS[(h5 >> 16) & 0x0F] +
HEX_CHARS[(h5 >> 12) & 0x0F] + HEX_CHARS[(h5 >> 8) & 0x0F] +
HEX_CHARS[(h5 >> 4) & 0x0F] + HEX_CHARS[h5 & 0x0F] +
HEX_CHARS[(h6 >> 28) & 0x0F] + HEX_CHARS[(h6 >> 24) & 0x0F] +
HEX_CHARS[(h6 >> 20) & 0x0F] + HEX_CHARS[(h6 >> 16) & 0x0F] +
HEX_CHARS[(h6 >> 12) & 0x0F] + HEX_CHARS[(h6 >> 8) & 0x0F] +
HEX_CHARS[(h6 >> 4) & 0x0F] + HEX_CHARS[h6 & 0x0F];
if (!this.is224) {
hex += HEX_CHARS[(h7 >> 28) & 0x0F] + HEX_CHARS[(h7 >> 24) & 0x0F] +
HEX_CHARS[(h7 >> 20) & 0x0F] + HEX_CHARS[(h7 >> 16) & 0x0F] +
HEX_CHARS[(h7 >> 12) & 0x0F] + HEX_CHARS[(h7 >> 8) & 0x0F] +
HEX_CHARS[(h7 >> 4) & 0x0F] + HEX_CHARS[h7 & 0x0F];
}
return hex;
};
Sha256.prototype.toString = Sha256.prototype.hex;
Sha256.prototype.digest = function () {
this.finalize();
var h0 = this.h0, h1 = this.h1, h2 = this.h2, h3 = this.h3, h4 = this.h4, h5 = this.h5,
h6 = this.h6, h7 = this.h7;
var arr = [
(h0 >> 24) & 0xFF, (h0 >> 16) & 0xFF, (h0 >> 8) & 0xFF, h0 & 0xFF,
(h1 >> 24) & 0xFF, (h1 >> 16) & 0xFF, (h1 >> 8) & 0xFF, h1 & 0xFF,
(h2 >> 24) & 0xFF, (h2 >> 16) & 0xFF, (h2 >> 8) & 0xFF, h2 & 0xFF,
(h3 >> 24) & 0xFF, (h3 >> 16) & 0xFF, (h3 >> 8) & 0xFF, h3 & 0xFF,
(h4 >> 24) & 0xFF, (h4 >> 16) & 0xFF, (h4 >> 8) & 0xFF, h4 & 0xFF,
(h5 >> 24) & 0xFF, (h5 >> 16) & 0xFF, (h5 >> 8) & 0xFF, h5 & 0xFF,
(h6 >> 24) & 0xFF, (h6 >> 16) & 0xFF, (h6 >> 8) & 0xFF, h6 & 0xFF
];
if (!this.is224) {
arr.push((h7 >> 24) & 0xFF, (h7 >> 16) & 0xFF, (h7 >> 8) & 0xFF, h7 & 0xFF);
}
return arr;
};
Sha256.prototype.array = Sha256.prototype.digest;
Sha256.prototype.arrayBuffer = function () {
this.finalize();
var buffer = new ArrayBuffer(this.is224 ? 28 : 32);
var dataView = new DataView(buffer);
dataView.setUint32(0, this.h0);
dataView.setUint32(4, this.h1);
dataView.setUint32(8, this.h2);
dataView.setUint32(12, this.h3);
dataView.setUint32(16, this.h4);
dataView.setUint32(20, this.h5);
dataView.setUint32(24, this.h6);
if (!this.is224) {
dataView.setUint32(28, this.h7);
}
return buffer;
};
function HmacSha256(key, is224, sharedMemory) {
var i, type = typeof key;
if (type === 'string') {
var bytes = [], length = key.length, index = 0, code;
for (i = 0; i < length; ++i) {
code = key.charCodeAt(i);
if (code < 0x80) {
bytes[index++] = code;
} else if (code < 0x800) {
bytes[index++] = (0xc0 | (code >> 6));
bytes[index++] = (0x80 | (code & 0x3f));
} else if (code < 0xd800 || code >= 0xe000) {
bytes[index++] = (0xe0 | (code >> 12));
bytes[index++] = (0x80 | ((code >> 6) & 0x3f));
bytes[index++] = (0x80 | (code & 0x3f));
} else {
code = 0x10000 + (((code & 0x3ff) << 10) | (key.charCodeAt(++i) & 0x3ff));
bytes[index++] = (0xf0 | (code >> 18));
bytes[index++] = (0x80 | ((code >> 12) & 0x3f));
bytes[index++] = (0x80 | ((code >> 6) & 0x3f));
bytes[index++] = (0x80 | (code & 0x3f));
}
}
key = bytes;
} else {
if (type === 'object') {
if (key === null) {
throw new Error(ERROR);
} else if (ARRAY_BUFFER && key.constructor === ArrayBuffer) {
key = new Uint8Array(key);
} else if (!Array.isArray(key)) {
if (!ARRAY_BUFFER || !ArrayBuffer.isView(key)) {
throw new Error(ERROR);
}
}
} else {
throw new Error(ERROR);
}
}
if (key.length > 64) {
key = (new Sha256(is224, true)).update(key).array();
}
var oKeyPad = [], iKeyPad = [];
for (i = 0; i < 64; ++i) {
var b = key[i] || 0;
oKeyPad[i] = 0x5c ^ b;
iKeyPad[i] = 0x36 ^ b;
}
Sha256.call(this, is224, sharedMemory);
this.update(iKeyPad);
this.oKeyPad = oKeyPad;
this.inner = true;
this.sharedMemory = sharedMemory;
}
HmacSha256.prototype = new Sha256();
HmacSha256.prototype.finalize = function () {
Sha256.prototype.finalize.call(this);
if (this.inner) {
this.inner = false;
var innerHash = this.array();
Sha256.call(this, this.is224, this.sharedMemory);
this.update(this.oKeyPad);
this.update(innerHash);
Sha256.prototype.finalize.call(this);
}
};
var exports = createMethod();
exports.sha256 = exports;
exports.sha224 = createMethod(true);
exports.sha256.hmac = createHmacMethod();
exports.sha224.hmac = createHmacMethod(true);
if (COMMON_JS) {
module.exports = exports;
} else {
root.sha256 = exports.sha256;
root.sha224 = exports.sha224;
if (AMD) {
define(function () {
return exports;
});
}
}
})();
(() => {
let testNews = [
{
"title": "Artificial Intelligence is Alien Intelligence",
"description": "Imagine if an alien came to earth and told us some new scientific fact that no human had ever known. Artificial intelligence is starting to do just that. Computers and AI have long given us solutions to problems that humans could not have worked out for thems…",
"url": "https://marginalrevolution.com/marginalrevolution/2018/11/artificial-intelligence-alien-intelligence.html",
"imageUrl": "http://marginalrevolution.com/wp-content/uploads/2016/10/MR-logo-thumbnail.png",
"publishDate": "2018-11-21T12:29:58.000Z",
"sentiment": 1,
"relevancyScore": 1000
},
{
"title": "What is Artificial Intelligence?",
"description": "Latest in our Tech Explained series, we find out what is artificial intelligence and how it is changing our lives. The post What is Artificial Intelligence? appeared first on Springwise.",
"url": "https://www.springwise.com/what-is-artificial-intelligence/",
"imageUrl": "https://d1udjo59ytjrp6.cloudfront.net/img/uploads/2018/06/25115418/tech_explained_artificial_intelligence_Springwise.jpg",
"publishDate": "2018-06-27T05:28:31.000Z",
"sentiment": -1,
"relevancyScore": 913.461
},
{
"title": "HIPAA and Artificial Intelligence",
"description": "With the wide‑spread implementation of electronic health records (EHRs) and the tremendous amount of electronic information being created and collected, th",
"url": "https://www.ailawadvisor.com/2018/06/privacy-please-hipaa-and-artificial-intelligence-part-2/",
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"title": "Artificial Intelligence: The Complete Guide",
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"title": "Drive SEO results with artificial intelligence",
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"title": "The Spooky Genius of Artificial Intelligence",
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"url": "https://phys.org/news/2018-01-artificial-intelligence-corruption.html",
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"title": "[New report] Ethics Of Artificial Intelligence",
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"title": "Humble Bundle Books: Artificial Intelligence",
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"title": "Should We Really Fear Artificial Intelligence?",
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"title": "Artificial intelligence meets materials science",
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"title": "Artificial Intelligence Is Learning to Keep Learning",
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"title": "Artificial Intelligence Composes New Christmas Songs",
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"title": "You will not be surprised by artificial intelligence",
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"title": "We should build a baby-brained artificial intelligence",
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"title": "Google 'to end' Pentagon Artificial Intelligence project",
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"title": "Here's How Artificial Intelligence Will Explode in 2018",
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"title": "Monitoring the environment with artificial intelligence",
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"url": "https://www.sciencedaily.com/releases/2018/12/181213131229.htm",
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"title": "5 Ways Artificial Intelligence Can Help Save The Planet",
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"url": "https://www.fastcompany.com/40528469/5-ways-artificial-intelligence-can-help-save-the-planet?partner=feedburner&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+fastcompany%2Fheadlines+%28Fast+Company%29",
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"title": "Microsoft Professional Program for Artificial Intelligence",
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"title": "5 Things Facebook Is Doing With Artificial Intelligence",
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"title": "Will email overload be solved by artificial intelligence?",
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"title": "Can artificial intelligence help stop religious violence?",
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"title": "Could Artificial Intelligence Take the Art Out of Medicine?",
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"title": "Artificial intelligence bot trained to recognize galaxies",
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"title": "Regulate artificial intelligence to avert cyber arms race",
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"title": "Regulate artificial intelligence to avert cyber arms race",
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"title": "How Artificial Intelligence Can Get You Hired (and Fired)",
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"title": "Introducing Artificial Music Intelligence to Live Music Shows",
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"title": "The Future of Video Advertising Is Artificial Intelligence",
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"title": "5 Ways Artificial Intelligence Can Improve Your Business Right Now",
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"title": "MIT's Lex Fridman Starts New Podcast on Artificial Intelligence",
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"title": "Behind Artificial Intelligence Lurk Oddball Low-Paid Tasks",
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"title": "Artificial intelligence hates the poor and disenfranchised",
"description": "The biggest actual threat faced by humans, when it comes to AI, has nothing to do with robots. It’s biased algorithms. And, like almost everything bad, it disproportionately affects the poor and marginalized. Machine learning algorithms, whether in the form o…",
"url": "https://thenextweb.com/?p=1153369",
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"title": "Gfycat Uses Artificial Intelligence to Fight Deepfakes Porn",
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"title": "The Pentagon is investing 2 billion into artificial intelligence",
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"title": "Artificial Intelligence and Corporate Social Responsibility",
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"title": "Robert Downey Jr. Plans Web Series About Artificial Intelligence",
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"url": "https://hypebeast.com/2018/5/robert-downey-jr-youtube-red-series-artificial-intelligence",
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"title": "We Made Our Own Artificial Intelligence Art, and So Can You",
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"title": "Artificial Intelligence Will Serve Humans, Not Enslave Them",
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"title": "A Hippocratic Oath for artificial intelligence practitioners",
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"title": "Artificial intelligence is going to supercharge surveillance",
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"title": "Blog: Using artificial intelligence to generate game content",
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"title": "Researchers Call for More Humanity in Artificial Intelligence",
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"title": "Opinion: Artificial Intelligence Hits the Barrier of Meaning",
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"title": "Will Artificial Intelligence (AI) Replace Real Estate Agents?",
"description": "We live in an era of burgeoning artificial intelligence (AI). We use digital assistants to perform online searches and handle scheduling, chatbots for customer service, and in the near future, we may even rely on AI for more personal interactions, like therap…",
"url": "https://readwrite.com/2018/05/24/will-artificial-intelligence-ai-replace-real-estate-agents/",
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"title": "SIPIC Artificial intelligence Industrial Park / FTA Group GmbH",
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"title": "Google Lowers The Artificial Intelligence Bar With Complete DIY Kits",
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"url": "https://hackaday.com/2018/04/26/google-lowers-the-artificial-intelligence-bar-with-complete-diy-kits/",
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"title": "Artificial intelligence is complex, but we can’t afford to ignore it",
"description": "“Those who cannot learn from history are doomed to repeat it.” – George Santayana In early September, the media went abuzz with news of Amazon becoming the second US company to surpass the 1 trillion market cap. However, the news of Amazon’s success has ecli…",
"url": "https://thenextweb.com/contributors/2018/10/15/1159013/",
"imageUrl": "https://img-cdn.tnwcdn.com/image/tnw?filter_last=1&fit=1280%2C640&url=https%3A%2F%2Fcdn0.tnwcdn.com%2Fwp-content%2Fblogs.dir%2F1%2Ffiles%2F2018%2F10%2Fartificial-intelligence.jpg&signature=4f23f37a8d017db7cdb2cf11fe8eccf6",
"publishDate": "2018-10-15T20:25:42.000Z",
"sentiment": -1,
"relevancyScore": 484.566
},
{
"title": "Did You Know That Artificial Intelligence Could Predict Your Death?",
"description": "Artificial intelligence (AI) technology is clearly taking the world by storm. This technology is poised to revolutionize almost every facet of our lives—from how we purchase items to how we communicate to how we move across the world; we seem to be increasing…",
"url": "https://readwrite.com/2018/08/27/did-you-know-that-artificial-intelligence-could-predict-your-death/",
"imageUrl": "https://images.readwrite.com/wp-content/uploads/2018/08/girl-2181709_1920.jpg",
"publishDate": "2018-08-27T18:18:46.000Z",
"sentiment": -1,
"relevancyScore": 481.452
},
{
"title": "We need to talk about … the impact of artificial intelligence",
"description": "In this monthly podcast, Guardian supporters share their experiences and put questions to a panel of journalists and industry experts. This episode focuses on the rise of artificial intelligence in business and wider society. How will this evolving technology…",
"url": "https://www.theguardian.com/membership/audio/2018/sep/04/we-need-to-talk-about-impact-artifcial-intelligence-podcast-technology",
"imageUrl": "https://i.guim.co.uk/img/media/c0b6ac9058bf594b3b9ca0d2d7612b7eb1f19173/0_7_3000_1800/master/3000.jpg?width=1200&height=630&quality=85&auto=format&usm=12&fit=crop&crop=faces%2Centropy&bm=normal&ba=bottom%2Cleft&blend64=aHR0cHM6Ly9hc3NldHMuZ3VpbS5jby51ay9pbWFnZXMvb3ZlcmxheXMvZDM1ODZhNWVmNTc4MTc1NmQyMWEzYjYzNWU1MTcxNDEvdGctZGVmYXVsdC5wbmc&s=28ef42c0d2c9e76b9dd7ac6e91cac4e8",
"publishDate": "2018-09-03T23:00:10.000Z",
"sentiment": -1,
"relevancyScore": 479.875
},
{
"title": "The Future of Fishing Is Big Data and Artificial Intelligence",
"description": "An anonymous reader shares a report: New England's groundfish season is in full swing, as hundreds of dayboat fishermen from Rhode Island to Maine take to the water in search of the region's iconic cod and haddock. But this year, several dozen of them are hau…",
"url": "https://slashdot.org/story/18/05/13/1045236/the-future-of-fishing-is-big-data-and-artificial-intelligence",
"imageUrl": "https://a.fsdn.com/sd/topics/ai_64.png",
"publishDate": "2018-05-13T18:00:00.000Z",
"sentiment": 1,
"relevancyScore": 479.192
},
{
"title": "Artificial Intelligence vs Machine Learning: what’s the difference?",
"description": "The terms artificial intelligence and machine learning are often used interchangeably these days, but there are some important differences. Here's what you need to know.",
"url": "https://www.androidauthority.com/artificial-intelligence-vs-machine-learning-832331/",
"imageUrl": "https://cdn57.androidauthority.net/wp-content/uploads/2018/01/AI-vs-ML-thumbnail-copy.jpg",
"publishDate": "2018-01-30T14:01:55.000Z",
"sentiment": -1,
"relevancyScore": 479.122
},
{
"title": "Software Pioneer Says General Artificial Intelligence Is Very Unlikely",
"description": "François Chollet, author of Keras, for the Python deep learning language, cites the No Free Lunch theorem as one of the reasons.",
"url": "https://mindmatters.today/2018/11/software-pioneer-says-general-superhuman-artificial-intelligence-is-very-unlikely/",
"imageUrl": "https://mindmatters.today/wp-content/uploads/sites/2/2018/11/AdobeStock_189359238.jpeg",
"publishDate": "2018-11-08T16:42:57.000Z",
"sentiment": -1,
"relevancyScore": 477.322
},
{
"title": "How Artificial Intelligence Can Grow by Onboarding the Unbanked",
"description": "Startup Dbrain has raised 2.5 million in seed capital to grow its AI project.",
"url": "https://www.inc.com/darren-heitner/how-artificial-intelligence-can-grow-by-onboarding-unbanked.html",
"imageUrl": "https://www.incimages.com/uploaded_files/image/970x450/getty_499152762_345639.jpg",
"publishDate": "2018-02-21T21:51:45.000Z",
"sentiment": -1,
"relevancyScore": 476.683
},
{
"title": "How Artificial Intelligence Can Help You Better Manage Your Time",
"description": "Make time management easy, and see productivity increase.",
"url": "https://www.entrepreneur.com/article/323556",
"imageUrl": "https://assets.entrepreneur.com/content/3x2/2000/20160408155709-default-hero-entrepreneur.png",
"publishDate": "2018-12-03T13:00:00.000Z",
"sentiment": -1,
"relevancyScore": 476.606
},
{
"title": "Google bars uses of its artificial intelligence tech in weapons",
"description": "SAN FRANCISCO (Reuters) - Google will not allow its artificial intelligence software to be used in weapons or unreasonable surveillance efforts, the Alphabet Inc unit said Thursday in standards for its business decisions in the nascent field.",
"url": "https://www.reuters.com/article/us-alphabet-ai/google-bars-uses-of-its-artificial-intelligence-tech-in-weapons-idUSKCN1J32M7",
"imageUrl": "https://s3.reutersmedia.net/resources/r/?m=02&d=20180607&t=2&i=1270159073&w=1200&r=LYNXNPEE561UP",
"publishDate": "2018-06-07T19:08:07.000Z",
"sentiment": -1,
"relevancyScore": 474.79
},
{
"title": "Is the Future of Web Design Really in Artificial Intelligence?",
"description": "Bill Erickson, a website and plugin developer, estimates it takes his team about 14 weeks to build a website. Design firm Thomas Digital asserts that a basic website takes about four to six weeks to complete. More complex sites may require anywhere between si…",
"url": "https://readwrite.com/2018/11/06/is-the-future-of-web-design-really-in-artificial-intelligence/",
"imageUrl": "https://images.readwrite.com/wp-content/uploads/2018/10/power-of-imagination-low-res.jpg",
"publishDate": "2018-11-06T16:00:40.000Z",
"sentiment": -1,
"relevancyScore": 471.464
},
{
"title": "Artificial Intelligence: Five Questions to Get Your Company Ready",
"description": "Five questions to get your company ready for AI according to Farmers Insurance CIO Ron Guerrier",
"url": "https://www.inc.com/farmers-insurance/artificial-intelligence-five-questions-to-get-your-company-ready.html",
"imageUrl": "https://www.incimages.com/uploaded_files/image/970x450/getty_173541019_2000200020009280224_347416.jpg",
"publishDate": "2018-02-28T13:45:00.000Z",
"sentiment": -1,
"relevancyScore": 470.566
},
{
"title": "AI Everywhere: Surprising ways we already interact with artificial intelligence",
"description": "Paid Content by IBM If someone were to say to you that you’ve spent all day interacting with artificial intelligence, you’d probably stop and try to recount any instances of accidentally running into a robot Despite what’s constantly being hammered into our b…",
"url": "http://mashable.com/2018/01/17/ways-interact-artificial-intelligence/",
"imageUrl": "https://i.amz.mshcdn.com/kcqxN0T_UIzf3OptSIumYQrUYXs=/1200x630/2017%2F12%2F21%2F6b%2F3d312f1f63af4fc99a8ceb433c2e2ee9.dd1ec.jpg",
"publishDate": "2018-01-17T12:58:02.000Z",
"sentiment": -1,
"relevancyScore": 470.2
},
{
"title": "Artificial intelligence will be net UK jobs creator, finds report",
"description": "AI and robotics forecast to generate 7.2m jobs, more than will be lost due to automation Artificial intelligence is set to create more than 7m new UK jobs in healthcare, science and education by 2037, more than making up for the jobs lost in manufacturing and…",
"url": "https://www.theguardian.com/technology/2018/jul/17/artificial-intelligence-will-be-net-uk-jobs-creator-finds-report",
"imageUrl": "https://i.guim.co.uk/img/media/68a539e6fa6a6bfef10bbe5b631c241b41de25cf/0_156_4599_2761/master/4599.jpg?w=1200&h=630&q=55&auto=format&usm=12&fit=crop&crop=faces%2Centropy&bm=normal&ba=bottom%2Cleft&blend64=aHR0cHM6Ly9hc3NldHMuZ3VpbS5jby51ay9pbWFnZXMvb3ZlcmxheXMvZDM1ODZhNWVmNTc4MTc1NmQyMWEzYjYzNWU1MTcxNDEvdGctZGVmYXVsdC5wbmc=&s=14f1852325195644bcf72599143871e0",
"publishDate": "2018-07-16T23:01:50.000Z",
"sentiment": -1,
"relevancyScore": 469.704
},
{
"title": "How to get a job working with artificial intelligence/machine learning",
"description": "Artificial intelligence is one of the most exciting and attractive fields to get into. The global machine learning (ML) market is estimated to grow from 1.4 billion in 2017 to 8.8 billion by 2022. AI is projected to create 2.3 million related jobs by 2020, …",
"url": "https://thenextweb.com/contributors/2018/11/30/how-to-get-a-job-working-with-artificial-intelligence-machine-learning/",
"imageUrl": "https://img-cdn.tnwcdn.com/image/tnw?filter_last=1&fit=1280%2C640&url=https%3A%2F%2Fcdn0.tnwcdn.com%2Fwp-content%2Fblogs.dir%2F1%2Ffiles%2F2018%2F11%2FScreen-Shot-2018-11-25-at-4.39.27-PM-1.png&signature=60553f1ac6755bab9e37468d583283b7",
"publishDate": "2018-11-30T16:04:49.000Z",
"sentiment": -1,
"relevancyScore": 469.495
}
];
shas = testNews.map(x => ({ ...x, sha: sha256(x.title + x.description) }));
console.log(shas);
let dupes = {}
shas.forEach(x => {
if (dupes[x.sha]) dupes[x.sha] ++
else dupes[x.sha] = 1
})
let trueDupes = Object.entries(dupes).filter(([key, val]) => val > 1);
let nonDupes = Object.entries(dupes).filter(([key, val]) => val === 1);
console.log("DUPES FOUND", trueDupes, nonDupes, trueDupes.map(([key, val]) => shas.find(y => y.sha === key).title));
})()
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