initial deduplication implementation

This commit is contained in:
Chuck Dries 2021-08-09 12:25:47 -07:00
commit d4ce905d1a
4 changed files with 153 additions and 0 deletions

1
.gitignore vendored Normal file
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.DS_Store

59
index.js Normal file
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const fs = require("fs");
const { leads } = JSON.parse(fs.readFileSync("./leads.json"));
// index records by ID for easy lookup
const leadsById = {};
// index IDs by email for easy lookup
const leadIdssByEmail = {};
const collisions = [];
for (const currentLead of leads) {
const { _id, email } = currentLead;
const collidingLeadIdByEmail = leadIdssByEmail[email];
const collidingLead = collidingLeadIdByEmail
? leadsById[collidingLeadIdByEmail]
: leadsById[_id];
if (collidingLead) {
const collision = {
left: collidingLead,
right: currentLead,
collidingField: collidingLeadIdByEmail ? "email" : "_id",
};
collisions.push(collision);
const lDate = new Date(collision.left.entryDate);
const rDate = new Date(collision.right.entryDate);
if (lDate > rDate) {
// existing lead is newer than current lead
// discard current lead by doing nothing with it
collision.took = "left";
} else {
// current lead is newer than existing lead, or both leads have the same date
// either way, take the current lead over the existing one
collision.took = "right";
if (collision.collidingField === "_id") {
// colliding ID - replace ID index, delete old email in email index
delete leadIdssByEmail[collision.left.email];
leadIdssByEmail[email] = _id;
leadsById[_id] = currentLead;
} else {
// colliding email - replace ID in email index, delete old ID index
leadIdssByEmail[email] = _id;
delete leadsById[collision.left._id];
leadsById[_id] = currentLead;
}
}
} else {
// no collision
leadsById[currentLead._id] = currentLead;
leadIdssByEmail[currentLead.email] = currentLead._id;
}
}
console.log("collisions", collisions);
console.log("leadsById", leadsById);
console.log('records processed:', leads.length)
console.log('collisions:', collisions.length)
console.log('output leads:', Object.keys(leadsById).length)

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leads.json Normal file
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{"leads":[
{
"_id": "jkj238238jdsnfsj23",
"email": "foo@bar.com",
"firstName": "John",
"lastName": "Smith",
"address": "123 Street St",
"entryDate": "2014-05-07T17:30:20+00:00"
},
{
"_id": "edu45238jdsnfsj23",
"email": "mae@bar.com",
"firstName": "Ted",
"lastName": "Masters",
"address": "44 North Hampton St",
"entryDate": "2014-05-07T17:31:20+00:00"
},
{
"_id": "wabaj238238jdsnfsj23",
"email": "bog@bar.com",
"firstName": "Fran",
"lastName": "Jones",
"address": "8803 Dark St",
"entryDate": "2014-05-07T17:31:20+00:00"
},
{
"_id": "jkj238238jdsnfsj23",
"email": "coo@bar.com",
"firstName": "Ted",
"lastName": "Jones",
"address": "456 Neat St",
"entryDate": "2014-05-07T17:32:20+00:00"
},
{
"_id": "sel045238jdsnfsj23",
"email": "foo@bar.com",
"firstName": "John",
"lastName": "Smith",
"address": "123 Street St",
"entryDate": "2014-05-07T17:32:20+00:00"
},
{
"_id": "qest38238jdsnfsj23",
"email": "foo@bar.com",
"firstName": "John",
"lastName": "Smith",
"address": "123 Street St",
"entryDate": "2014-05-07T17:32:20+00:00"
},
{
"_id": "vug789238jdsnfsj23",
"email": "foo1@bar.com",
"firstName": "Blake",
"lastName": "Douglas",
"address": "123 Reach St",
"entryDate": "2014-05-07T17:33:20+00:00"
},
{
"_id": "wuj08238jdsnfsj23",
"email": "foo@bar.com",
"firstName": "Micah",
"lastName": "Valmer",
"address": "123 Street St",
"entryDate": "2014-05-07T17:33:20+00:00"
},
{
"_id": "belr28238jdsnfsj23",
"email": "mae@bar.com",
"firstName": "Tallulah",
"lastName": "Smith",
"address": "123 Water St",
"entryDate": "2014-05-07T17:33:20+00:00"
},
{
"_id": "jkj238238jdsnfsj23",
"email": "bill@bar.com",
"firstName": "John",
"lastName": "Smith",
"address": "888 Mayberry St",
"entryDate": "2014-05-07T17:33:20+00:00"
}]
}

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package.json Normal file
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{
"name": "adobe-coding-challenge",
"version": "1.0.0",
"description": "",
"main": "index.js",
"scripts": {
"test": "echo \"Error: no test specified\" && exit 1"
},
"author": "",
"license": "ISC"
}