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λ in Practice
or how i learned to stop worrying and love not having servers
2
@tobyhede
Toby Hede
100%
Technology Lead
Digital Transformation Office
Teh GOvernment
************
3
Background
What is it?
Why λ?
5
——————————————————————————————
All-of-Gov Performance Dashboard
Measure the performance of government services
against metrics defined in the Digital Service
Standard.
6
——————————————————————————————
All-of-Gov Performance Dashboard
Measure the performance of government services
against metrics defined in the Digital Service
Standard.
Drive the continuous improvement of government
services for users and increase government
transparency.
7
——————————————————————————————
Data
๏ Multiple data sources
๏ Disparate data sources
๏ We don’t actually know what they all are yet
๏ We don’t know how much of it we will have
8
Obligatory GIF
9
10
——————————————————————————————
Data
๏ Connect all the moving pieces
๏ Transform data from many different sources
๏ Move fast
๏ Adapt quickly
Architecture
How are we using λ?
12
——————————————————————————————
Caveats
We are just finishing Alpha
Production this week, pending approvals
Going into Beta phase
Expanding our usage of λ
14
YOUR SHIPMENT OF CLOUD HAS ARRIVED
16
17
18
Serverless Framework
Configuration
Environments
Deployment
19
——————————————————————————————
Random Thoughts
Vendor Lock In
Dependencies
Security
Testing
What about other Amazon products and/or services
Zero infrastructure and a surprising amount of configuration
20
——————————————————————————————
Vendor Lock In
• Meh
21
Businesswoman with question marks behind her, hard decision
22
What about vendor lock-in!!!!?
23
Convert to an express function
24
——————————————————————————————
An aside
25
26
27
——————————————————————————————
Security and IAM
• AmazonAPIGatewayAdministrator
• AWSLambdaFullAccess
• AWSLambdaVPCAccessExecutionRole
• ec2:DescribeSecurityGroups
• ec2:DescribeSubnets
• Built-in Serverless Policy
28
——————————————————————————————
Dependencies
• Requires some planning
• Nest packages with npm
• Favour reimplementation of simple helpers rather
then pull in a dependency
29
——————————————————————————————
Testing
• Unit test functions
• If testing a function is hard, you are doing it wrong
• ava is good
• Can run Serverless locally using a plugin
30
——————————————————————————————
What about other AWS products
• Possible for future development
• We’ve played it safe on the database tier
• Some limitations to what Gov can support
• Contenders:
• Kinesis
• Elastic search
31
——————————————————————————————
Configuration
Serverless means replying infrastructure with configuration
Don’t underestimate the complexity
32
100%
@tobyhede
tobyhede.com
************

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AWS Lambda in Practice