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Pipelines and Packages:
Introduction to Azure Data Factory
Cathrine Wilhelmsen
DATA:Scotland · September 13th, 2019
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Pipelines and Packages: Introduction to Azure Data Factory
@cathrinew
cathrinew.net
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Data Warehousing Business Intelligence
Artificial Intelligence
Big Data and Analytics
Machine Learning
Data Science
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Data Warehousing Business Intelligence
Artificial Intelligence
Big Data and Analytics
Machine Learning
Data Science
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Collect
Store
Transform
Integrate
Prepare
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
10 years ago…
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
SSIS
SQL Server Integration Services
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Then…
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
ADF v1
Azure Data Factory Version 1
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Today…
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
ADF v2
Azure Data Factory Version 2
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Why?
How?
What?
Azure
Data Factory
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
What is Azure Data Factory?
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
What can you do in Azure Data Factory?
Copy Data Transform Data
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
What is inside Azure Data Factory?
Pipelines
Activities
Datasets
Linked
Services
Data Flows
Templates
Triggers
DEMO
Let's look inside
Azure Data Factory!
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Wait…
I already have
thousands of SSIS
packages!
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
And…
You told me to use
this Biml thing!
SSIS
Lift and Shift
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
What does Lift and Shift mean?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
*
Why should you Lift and Shift SSIS?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
1. Configure Azure-SSIS Integration Runtime
2. Deploy SSIS Packages to SSISDB in Azure
3. Orchestrate SSIS Packages in Azure Data Factory
How do you Lift and Shift SSIS?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
1. Configure Azure-SSIS Integration Runtime
2. Deploy SSIS Packages to SSISDB in Azure
3. Orchestrate SSIS Packages in Azure Data Factory
How do you Lift and Shift SSIS?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
Azure-SSIS Integration Runtime
like all VMs
DEMO
Let’s lift and shift
some SSIS Packages!
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
≈
≈
≈
≈
≈
≈
ADF vs SSIS
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
Pipeline
Linked Service
Source
Sink
Activity
Data Flow
≈
≈
≈
≈
≈
≈
Package
Connection Manager
Source
Destination
Control Flow Task
Data Flow
ADF vs SSIS
Mapping
Data Flows
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
What are Mapping Data Flows?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
How do Mapping Data Flows work?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
Why use Mapping Data Flows?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
What is Schema Drift?
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
Schema Drift in SSIS
© 2018 Cathrine Wilhelmsen (hi@cathrinew.net)
Schema Drift in ADF
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Oh no!
DEMO
Let's transform
some data!
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Lessons Learned
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
Good luck!
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)
@cathrinew
cathrinew.net
hi@cathrinew.net
thank you!
© 2019 Cathrine Wilhelmsen (hi@cathrinew.net)

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