SlideShare a Scribd company logo
1 of 29
Download to read offline
Dapr Unleashed:
Accelerating Microservice
Development
28-30th November, Hotel Crown Plaza Belgrade
Miroslav Janeski, EngD
Software Artisan
17 years of love & hate .NET
Technical Director @ Nebb Group
Married & Father of 2
Servant Tech Leader
APIs for Building Secure and Reliable Microservices
Distributed Application Runtime
Image
placeholder
Image
placeholder
12
3
6
9
Hard Coded
Config Values
DSL
Rules Engine
Case Study
Build transformation pipeline for
rich multimedia projects
Ingestion
(Raw Media Project)
Transformation
(Media to Text)
Extraction
(Knowledge)
Storage
transform extract
Ingestion
Transformation
(Media to Text)
Extraction
(OpenAI)
Storage
Azure Key Vault
Azure Cosmos DB
Azure Service Bus Queue
transform extract
DEMO
Case Study
with Dapr
Ingestion
Transformation
(Media to Text
Extraction
(OpenAI)
Storage
dapr dapr dapr
Azure Key Vault
Azure Cosmos DB
Azure Service Bus Queue
transform extract
Ingestion Ingestion
dapr
Source Code
Source Code +
Components Config
dapr
Ingestion
DEMO
With Dapr
Project Maintainability Index Cyclomatic Complexity Lines of Executable code
DomainModel 97 21 3
TransformationService 77 7 37
ExtractionService 77 7 34
API 73 14 61
Avg: 89.17 (no reduction) Avg: 2.08 (10% reduction) Total: 135 (40% reduction)
Without Dapr
Project Maintainability Index Cyclomatic Complexity Lines of Executable code
DomainModel 97 21 3
CommonServices 94 10 10
.ExtractionService 80 12 48
TransformationService 79 12 53
API 70 14 109
Avg: 89.19 Avg: 2.28 Total: 223
A word about abstraction…
Ingestion
CosmosDB
dapr
1. Data Model
2. Partition Key
on the code level, not on the architecture level
only works on the predefined use cases
By delegating the responsibility, you follow the community
A word about abstraction…
LESS CODE
FEWER BUGS
LESS CODE
MORE CONFIG
MORE CONFIG
MORE BUGS
SIGNIFICANT LEARNING
CURVE
INSUFFICIENT
DOCUMENTATION
LOWER MAINTAINABILITY
ON LONG TERM
CNCF
INCUBATING PROJECT
Q & A
Thank you

More Related Content

Similar to Dapr Unleashed: Accelerating Microservice Development

Similar to Dapr Unleashed: Accelerating Microservice Development (20)

Data relay introduction to big data clusters
Data relay introduction to big data clustersData relay introduction to big data clusters
Data relay introduction to big data clusters
 
Getting Started With Mean Stack
Getting Started With Mean StackGetting Started With Mean Stack
Getting Started With Mean Stack
 
MicroServices on Azure
MicroServices on AzureMicroServices on Azure
MicroServices on Azure
 
ER/Studio and DB PowerStudio Launch Webinar: Big Data, Big Models, Big News!
ER/Studio and DB PowerStudio Launch Webinar: Big Data, Big Models, Big News! ER/Studio and DB PowerStudio Launch Webinar: Big Data, Big Models, Big News!
ER/Studio and DB PowerStudio Launch Webinar: Big Data, Big Models, Big News!
 
Apache Spark and Apache Ignite: Where Fast Data Meets the IoT
Apache Spark and Apache Ignite: Where Fast Data Meets the IoTApache Spark and Apache Ignite: Where Fast Data Meets the IoT
Apache Spark and Apache Ignite: Where Fast Data Meets the IoT
 
Paper summary
Paper summaryPaper summary
Paper summary
 
Azure Thursday - Ring video doorbell meets Azure serverless
Azure Thursday - Ring video doorbell meets Azure serverlessAzure Thursday - Ring video doorbell meets Azure serverless
Azure Thursday - Ring video doorbell meets Azure serverless
 
G rpc talk with intel (3)
G rpc talk with intel (3)G rpc talk with intel (3)
G rpc talk with intel (3)
 
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
 
MongoDB What's new in 3.2 version
MongoDB What's new in 3.2 versionMongoDB What's new in 3.2 version
MongoDB What's new in 3.2 version
 
MongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
MongoDB SoCal 2020: Migrate Anything* to MongoDB AtlasMongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
MongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
 
CQRS: A More Effective Way of Writing the Same Applications
CQRS: A More Effective Way of Writing the Same ApplicationsCQRS: A More Effective Way of Writing the Same Applications
CQRS: A More Effective Way of Writing the Same Applications
 
Serverless Data Platform
Serverless Data PlatformServerless Data Platform
Serverless Data Platform
 
Spark to DocumentDB connector
Spark to DocumentDB connectorSpark to DocumentDB connector
Spark to DocumentDB connector
 
NoSQL on microsoft azure april 2014
NoSQL on microsoft azure   april 2014NoSQL on microsoft azure   april 2014
NoSQL on microsoft azure april 2014
 
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
No More Cumbersomeness: Automatic Predictive Modeling on Apache Spark with Ma...
 
New! Neo4j AuraDS: The Fastest Way to Get Started with Data Science in the Cloud
New! Neo4j AuraDS: The Fastest Way to Get Started with Data Science in the CloudNew! Neo4j AuraDS: The Fastest Way to Get Started with Data Science in the Cloud
New! Neo4j AuraDS: The Fastest Way to Get Started with Data Science in the Cloud
 
Stargate, the gateway for some multi-models data API
Stargate, the gateway for some multi-models data APIStargate, the gateway for some multi-models data API
Stargate, the gateway for some multi-models data API
 
Ultra Fast Deep Learning in Hybrid Cloud using Intel Analytics Zoo & Alluxio
Ultra Fast Deep Learning in Hybrid Cloud using Intel Analytics Zoo & AlluxioUltra Fast Deep Learning in Hybrid Cloud using Intel Analytics Zoo & Alluxio
Ultra Fast Deep Learning in Hybrid Cloud using Intel Analytics Zoo & Alluxio
 
Amazon on Amazon: How Amazon Designs Chips on AWS (MFG305) - AWS re:Invent 2018
Amazon on Amazon: How Amazon Designs Chips on AWS (MFG305) - AWS re:Invent 2018Amazon on Amazon: How Amazon Designs Chips on AWS (MFG305) - AWS re:Invent 2018
Amazon on Amazon: How Amazon Designs Chips on AWS (MFG305) - AWS re:Invent 2018
 

Recently uploaded

Mastering Windows 7 A Comprehensive Guide for Power Users .pdf
Mastering Windows 7 A Comprehensive Guide for Power Users .pdfMastering Windows 7 A Comprehensive Guide for Power Users .pdf
Mastering Windows 7 A Comprehensive Guide for Power Users .pdf
mbmh111980
 

Recently uploaded (20)

KLARNA - Language Models and Knowledge Graphs: A Systems Approach
KLARNA -  Language Models and Knowledge Graphs: A Systems ApproachKLARNA -  Language Models and Knowledge Graphs: A Systems Approach
KLARNA - Language Models and Knowledge Graphs: A Systems Approach
 
Studiovity film pre-production and screenwriting software
Studiovity film pre-production and screenwriting softwareStudiovity film pre-production and screenwriting software
Studiovity film pre-production and screenwriting software
 
A Guideline to Gorgias to to Re:amaze Data Migration
A Guideline to Gorgias to to Re:amaze Data MigrationA Guideline to Gorgias to to Re:amaze Data Migration
A Guideline to Gorgias to to Re:amaze Data Migration
 
OpenChain @ LF Japan Executive Briefing - May 2024
OpenChain @ LF Japan Executive Briefing - May 2024OpenChain @ LF Japan Executive Briefing - May 2024
OpenChain @ LF Japan Executive Briefing - May 2024
 
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
 
INGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by DesignINGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by Design
 
Tree in the Forest - Managing Details in BDD Scenarios (live2test 2024)
Tree in the Forest - Managing Details in BDD Scenarios (live2test 2024)Tree in the Forest - Managing Details in BDD Scenarios (live2test 2024)
Tree in the Forest - Managing Details in BDD Scenarios (live2test 2024)
 
10 Essential Software Testing Tools You Need to Know About.pdf
10 Essential Software Testing Tools You Need to Know About.pdf10 Essential Software Testing Tools You Need to Know About.pdf
10 Essential Software Testing Tools You Need to Know About.pdf
 
The Impact of PLM Software on Fashion Production
The Impact of PLM Software on Fashion ProductionThe Impact of PLM Software on Fashion Production
The Impact of PLM Software on Fashion Production
 
Microsoft 365 Copilot; An AI tool changing the world of work _PDF.pdf
Microsoft 365 Copilot; An AI tool changing the world of work _PDF.pdfMicrosoft 365 Copilot; An AI tool changing the world of work _PDF.pdf
Microsoft 365 Copilot; An AI tool changing the world of work _PDF.pdf
 
Entropy, Software Quality, and Innovation (presented at Princeton Plasma Phys...
Entropy, Software Quality, and Innovation (presented at Princeton Plasma Phys...Entropy, Software Quality, and Innovation (presented at Princeton Plasma Phys...
Entropy, Software Quality, and Innovation (presented at Princeton Plasma Phys...
 
IT Software Development Resume, Vaibhav jha 2024
IT Software Development Resume, Vaibhav jha 2024IT Software Development Resume, Vaibhav jha 2024
IT Software Development Resume, Vaibhav jha 2024
 
Top Mobile App Development Companies 2024
Top Mobile App Development Companies 2024Top Mobile App Development Companies 2024
Top Mobile App Development Companies 2024
 
A Comprehensive Appium Guide for Hybrid App Automation Testing.pdf
A Comprehensive Appium Guide for Hybrid App Automation Testing.pdfA Comprehensive Appium Guide for Hybrid App Automation Testing.pdf
A Comprehensive Appium Guide for Hybrid App Automation Testing.pdf
 
APVP,apvp apvp High quality supplier safe spot transport, 98% purity
APVP,apvp apvp High quality supplier safe spot transport, 98% purityAPVP,apvp apvp High quality supplier safe spot transport, 98% purity
APVP,apvp apvp High quality supplier safe spot transport, 98% purity
 
A Guideline to Zendesk to Re:amaze Data Migration
A Guideline to Zendesk to Re:amaze Data MigrationA Guideline to Zendesk to Re:amaze Data Migration
A Guideline to Zendesk to Re:amaze Data Migration
 
AI Hackathon.pptx
AI                        Hackathon.pptxAI                        Hackathon.pptx
AI Hackathon.pptx
 
How to install and activate eGrabber JobGrabber
How to install and activate eGrabber JobGrabberHow to install and activate eGrabber JobGrabber
How to install and activate eGrabber JobGrabber
 
Mastering Windows 7 A Comprehensive Guide for Power Users .pdf
Mastering Windows 7 A Comprehensive Guide for Power Users .pdfMastering Windows 7 A Comprehensive Guide for Power Users .pdf
Mastering Windows 7 A Comprehensive Guide for Power Users .pdf
 
A Python-based approach to data loading in TM1 - Using Airflow as an ETL for TM1
A Python-based approach to data loading in TM1 - Using Airflow as an ETL for TM1A Python-based approach to data loading in TM1 - Using Airflow as an ETL for TM1
A Python-based approach to data loading in TM1 - Using Airflow as an ETL for TM1
 

Dapr Unleashed: Accelerating Microservice Development