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MongoDB Days Silicon Valley: From Story to Document: Applying MongoDB Thinking to Business...
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From Story to Document APPLYING MONGO ORIENTED THINKING TO BUSINESS REQUIREMENTS NURI HALPERIN | MONGODB DAYS SILICON VALLEY 2015
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Transcript of MongoDB Days Silicon Valley: From Story to Document: Applying MongoDB Thinking to Business...
From Story to DocumentAPPLYING MONGO ORIENTED THINKING TO BUSINESS REQUIREMENTS
NURI HALPERIN | MONGODB DAYS SILICON VALLEY 2015
Why are we here?
MongoDB SQL
Square pegs, round holes
Experience
Habits
Document
From Tables to Documents
Document
A team story
Good News Everyone!
"Maker Space"
"Victory!"
Let's plan this!
Tables!Constraints!
Normalization!
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Makers are People!
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Maker
person_id UUID
status_id Int (not null)
Maker Status
id int
status varchar(16)
Tool
id UUID
name nvarchar(32)
Tool
id UUID
name nvarchar(32)
tool_type_id int
Tool Type
id int
name vharchar
"hand" | "power"
Is everything a tool?
Tool
asset_id UUID
tool_type_id int
Tool Type
id int
name vharchar
is_certifiable bit (not null)
Asset
id UUID
name nvarchar(32)
is_stationary bit
Certification
id UUID
tool_type_id int
date datetime
Maker Certification
member_id UUID
certification_id UUID
date datetime
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Tool Type
id int
name vharchar
is_certifiable bit (not null)
Tool
asset_id UUID
tool_type_id int
Tool Type
id int
name vharchar
Asset
id UUID
name nvarchar(32)
is_stationary bit
Certificationperson_id UUIDtool_type_id UUIDname varchar(16)
Member Certification
member_id UUIDcertification_id UUIDdate datetime
Member Tool Log
asset_id UUID
type_id int
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Maker
person_id UUID
status_id Int (not null)
Maker Status
id int
status varchar(16)
Must. Not. Overthink.
Maker gets certified
Borrow & return tool
Report tool usage
Thinking Document
Key interactions drivesdocument design.
Tool
asset_id UUID
type_id int
Tool Type
id int
name vharchar
Asset
id UUID
name nvarchar(32)
is_stationary bit
Certificationperson_id UUIDasset_id UUIDname varchar(16)
Member Certification
member_id UUIDcertification_id UUID
Member Tool Logasset_id UUIDtype_id int
date datetime
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Maker
person_id UUID
status_id Int (not null)
Maker Status
id int
status varchar(16)
We can do anything!
Generic Purpose-Built
Speed
Efficiency
Scale
Agility
Complexity
Performance
Cost
{_id: ObjectId('…'),name: 'Martha',
}
"Person"
{_id: ObjectId('…'),name: 'Martha',status: 'paid'
}
"Person"
"Maker"
{_id: ObjectId('…'),name: 'Martha',status: 'paid',certified: [{t:'cnc', d:'2015-11-
26'}],}
Get Certified
{_id: ObjectId('…'),name: 'Martha',status: 'paid',certified: [{t:'cnc', d:'2015-11-
26'}],}
db.maker.update({name: 'Martha', 'certified.t':
{$ne:'cnc'}},{ $push:
{certified: {t:'cnc', d: ISODate()} }
}
{_id: ObjectId('…'),name: 'Martha',status: 'paid',certified: [{t:'cnc', d:'2015-11-
26'}],}
Certification
id UUID
person_id UUID
tool_type_id int
date datetime
Maker Certification
member_id UUID
certification_id UUID
Person
id UUID
first_name nvarchar(32)
last_name nvarchar(32)
Thinking Document
Data that works together lives together.
Tables!Constraints!
Normalization!
if ( tool.type != 'hand') {alert('Certification
Required');}
{ _id: 1, name: 'knife', type: 'hand'}{ _id: 2, name: 'drill', type: 'power'}{ _id: 3, name: 'lathe', type: 'stationary'}
if ( tool.type != 'hand') {alert('Certification
Required');}
{ _id: 1, name: 'knife', type: 'hand'}{ _id: 2, name: 'drill', type: 'power'}{ _id: 3, name: 'lathe', type: 'stationary'}{ _id: 4, name: 'scope', type: 'instrument'}
Careful!
X
{ _id: 1, name: 'knife', …, req: false}{ _id: 2, name: 'drill', …, req: true}{ _id: 3, name: 'lathe', …, req: true}{ _id: 4, name: 'scope', …, req: true}
There, I fixed it!
if (tool.requiresCertification) {alert('Certification
Required');}
{ _id: 1, name: 'knife', type: 'hand'}{ _id: 2, name: 'drill', type: 'power'}{ _id: 3, name: 'lathe', type: 'stationary'}{ _id: 4, name: 'scope', type: 'instrument'}X
public enum ToolType {HAND, POWER, STATIONARY
};
OOP, Oops!
Extra Field :: TablesDOWN TIME? COORDINATED DEPLOYMENT?
ALTER TABLE [x]
ADD COLUMN [is_certifiable] bit
DEFAULT 0
Extra Field :: MongoDBFLEXIBLE SCHEMA, CODE FIRST
> db.x.insert({ …, is_certifiable: true})
> db.x.update( {_id: 123}, {$set:{is_certifiable: true}})
On the fly!
Thinking Document
Embed immutable data.
{_id: 1, name: 'scope', borrows: [
{ maker_id: 1, dt: ISODate('2015-06-12'), type: 'out'},
{ maker_id: 1, dt: ISODate('2015-07-04'), type: 'in'},
] }
{ _id: 1, name: 'scope', borrows: [
{ maker_id: 1, dt: ISODate('2015-06-12'), type: 'out'},
{ maker_id: 1, dt: ISODate('2015-07-04'), type: 'in'}, ] }
Embed?Ownership?
Work together?
Bound growth?
Lifetime?
{_id: …,maker: { _id: 17, name: 'bob' }tool : { _id: 1, name: 'scope'},date: ISODate('2015-11-26 18:30Z'),action: 'out'
}
Check tool in / out
Ledger
Maker gets certified
Borrow & return tool
Report tool usage?
db.toolLog.aggregate([{$match: {action: 'out', date: {$gte: ISODate('2015-09-01')
}}},{$group: {_id: "$tool.name", count: {$sum: 1}}},{$sort: {count: -1}}
]);
{ "_id" : "hammer", "count" : 2 }{ "_id" : "torch", "count" : 1 }
db.toolLog.aggregate([{$match: {action: 'out', date: {$gte: ISODate('2015-09-01') }}},
{$group: {_id: "$maker.name", count: {$sum: 1}}},{$sort: {count: -1}}
]);
{ "_id" : "bob", "count" : 2 }{ "_id" : "kim", "count" : 1 }
{ "maker" : "kim", "has" : "hammer", "since" : ISODate("2015-10-03…"), "days" : 31
}
{ "maker" : "bob", "has" : "torch", "since" : ISODate("2015-09-03…"), "days" : 61
}
"Audit Report"
db.toolLog.aggregate([{$sort: {date: -1}},{$group: {
_id: "$tool", action: {$first: "$action"}, at: {$first: "$date"}, by: {$first: "$maker"} }
},{$match: {action: "out"}},{$project: {
_id: 0,"maker": "$by.name", "has": "$_id.name",since: "$at",days: {$divide:[{$subtract: [{$literal: ISODate()}, "$at"]},
1000*60*60*24]}}}
]);
"Audit Report"
{_id: …,maker: { _id: 17, name: 'bob' }tool : { _id: 123, name: 'hammer'},date: ISODate('2015-11-26 18:30Z'),action: 'check-out'
}
db.toolLog.createindex({date: 1,
"tool.name": 1})
Thinking Document
Let the engine work for you
Toolasset_id UUIDtype_id int
Tool Typeid intname vharchar
Assetid UUIDname nvarchar(32)is_stationary bit
TableLand
Certificationperson_id UUIDasset_id UUIDname varchar(16)
Member Certificationmember_id UUIDcertification_id UUID
Personid UUIDfirst_name nvarchar(32)last_name nvarchar(32)
Maker
person_id UUID
status_id Int (not null)
Maker Statusid intstatus varchar(16)
Member Tool Logasset_id UUIDtype_id int
date datetime
maker
tool
toolLog
{_id: 17,name: 'bob',status: 'paid',certified: [
{t:'cnc', d:'2015-11-26'}
],}
{_id: 2,name: 'drill',type: 'power',
}
{_id: 789234,maker: { _id: 17, name:
'bob' }tool : { _id: 2, name:
'drill'},date: ISODate('2015-11-26
18:30Z'),action: 'check-out'
}
Thinking Document
Key interactions drivesdocument design.
Thinking Document
Data that works together lives together.
Thinking Document
Embed immutable data.
Thinking Document
Let the engine work for you
Thinking Document
*Rules enforced by application.
Thank you! Nuri Halperin +N Consulting [email protected] nurih @nurih
