Power BI Streaming Data Flow e Azure IoT Central

Marco Parenzan
Marco ParenzanSenior Solutions Architect @ beanTech, Microsoft MVP
#GlobalAzureTorino
7 maggio 2022
https://www.slideshare.net/
marco.parenzan
https://github.com/marcop
arenzan
https://www.linkedin.com/i
n/marcoparenzan/
Marco Parenzan
We are 1nn0va!
First Global Azure Bootcamp in Italy in
2014!
#GlobalAzureTorino
Agenda
Power BI Streaming Data Flow e Azure IoT Central
IoT Hub
Container
Registry
Kubernetes
Service
Compute
(VMs)
Content
Delivery
Network
Data
Explorer
Front Door
Resource
Manager
(ARM)
Storage
Domain
Name
System
Microsoft
Flow
Key Vault
Service Bus
Applicatio
n Insights
Functions
SQL Azure
Cosmos DB
Web Apps
Azure Stream
Analytics
Event Hub
Device
Provisioning
Service Time Series
Insights
Maps
Facts
Power BI
PowerApps Web Apps
Mobile Apps
Manage
View and manage solutions
Azure Sphere
Secured MCU Secured OS Cloud Security
Business Integration
Connect to business apps & services
Office 365
Dynamics 365
Edge Modules:
• Protocol Adaptation
• Functions
• Stream Analytics
• Machine Learning
• AI
Azure
IoT Edge
3rd Party applications
Azure IoT Device SDK
3rd Party Industry specific sensors & devices
(RTOS, Linux, Windows, Android, iOS)
IoT Hub
Container
Registry
Kubernetes
Service
Compute
(VMs)
Content
Delivery
Network
Data
Explorer
Front Door
Resource
Manager
(ARM)
Storage
Domain
Name
System
Microsoft
Flow
Key Vault
Service Bus
Applicatio
n Insights
Functions
SQL Azure
Cosmos DB
Web Apps
Azure Stream
Analytics
Event Hub
Device
Provisioning
Service Time Series
Insights
Maps
Your options for building IoT solutions
Which IoT?
Data Logger, Protocol Adapters, SCADA, ...
UNO-2372
WISE-4250
https://github.com/Azure/azure-iot-
device-
ecosystem/blob/master/get_started/e
mbedded-linux-ecu-1251-c.md
https://devicemodels.azure.co
m/dtmi/advantech/wise_4250a
s_s231-1.expanded.json
WISE-710
Needs
Power BI Streaming Data Flow e Azure IoT Central
Power BI
PowerApps Web Apps
Mobile Apps
Manage
View and manage solutions
Azure Sphere
Secured MCU Secured OS Cloud Security
Business Integration
Connect to business apps & services
Office 365
Dynamics 365
Edge Modules:
• Protocol Adaptation
• Functions
• Stream Analytics
• Machine Learning
• AI
Azure
IoT Edge
3rd Party applications
Azure IoT Device SDK
3rd Party Industry specific sensors & devices
(RTOS, Linux, Windows, Android, iOS)
IoT Hub
Container
Registry
Kubernetes
Service
Compute
(VMs)
Content
Delivery
Network
Data
Explorer
Front Door
Resource
Manager
(ARM)
Storage
Domain
Name
System
Microsoft
Flow
Key Vault
Service Bus
Applicatio
n Insights
Functions
SQL Azure
Cosmos DB
Web Apps
Azure Stream
Analytics
Event Hub
Device
Provisioning
Service Time Series
Insights
Maps
Your options for building IoT solutions
Power BI
PowerApps Web Apps
Mobile Apps
Manage
View and manage solutions
Azure Sphere
Secured MCU Secured OS Cloud Security
Business Integration
Connect to business apps & services
Office 365
Dynamics 365
Edge Modules:
• Protocol Adaptation
• Functions
• Stream Analytics
• Machine Learning
• AI
Azure
IoT Edge
3rd Party applications
Azure IoT Device SDK
3rd Party Industry specific sensors & devices
(RTOS, Linux, Windows, Android, iOS)
IoT Hub
Container
Registry
Kubernetes
Service
Compute
(VMs)
Content
Delivery
Network
Data
Explorer
Front Door
Resource
Manager
(ARM)
Storage
Domain
Name
System
Microsoft
Flow
Key Vault
Service Bus
Applicatio
n Insights
Functions
SQL Azure
Cosmos DB
Web Apps
Azure Stream
Analytics
Event Hub
Device
Provisioning
Service Time Series
Insights
Maps
But IoT adoption remains very challenging
Your options for building IoT solutions
Simplify production-ready IoT solution development
• Simplify setup, reduce management burden, operational
costs, and overhead of a typical IoT project.
• Bring solutions to market faster, while staying focused
on your customers
Azure IoT Central
Build with Azure IoT Central, our IoT App
Platform
 Highly secure
 Enterprise-grade
 Predictable pricing
 Industry-focused
“Build with” patterns (from Industry
Application Templates)
Common Architectures
Telemetry from devices or sensors is
sent to a gateway device or directly
to IoT Central
Data is sent, aggregated and
analyzed in IoT Central
Data is routed to other Azure services for manipulation –
storage, reformatting, integration to business workflows and
applications, etc.
Azure services like ASA or Azure Functions can be used to
reformat data streams and send them to storage accounts
Logic apps can be used to power business applications
Azure IoT Central Values
Pricing Model
Standard Tier 0 Standard Tier 1 Standard Tier 2
Price per device
€0,07 al mese €0,34 al mese €0,59 al mese
Monthly device message allocation* 400 messages 5,000 messages 30,000 messages
Included free quantity per IoT Central
application
2 free devices
(800 included messages)
2 free devices
(10,000 included messages)
2 free devices
(60,000 included messages)
Use case For devices sending a few messages
per hour
For devices sending a few messages
per hour
For devices sending a message every
few minutes
Overage pricing per 1K messages1 €0.060 per 1K messages €0.013 per 1K messages €0.013 per 1K messages
*Total message allocation is shared across all devices in an IoT Central application
Azure IoT Central REST API
The integration model of IoT Central
Power BI Streaming Data Flow e Azure IoT Central
Power BI Streaming Data Flow e Azure IoT Central
Che cosa sono gli streaming dataflow
Che cosa sono gli streaming dataflow
Creazione di uno streaming dataflow
Componenti dello streaming dataflow
Input: Event Hub
Input: Iot Hub
Chiedi a Parenzan «e IoT Central?»
Considerazioni su Event Hub e IoT Hub
Input: Blob Storage
Trasformazione: Filtro
Trasformazione: Gestisci i campi
Trasformazione: Aggregato
Trasformazione: Aggiungi (Join)
Trasformazione: Raggruppa per
Trasformazione: Raggruppa per
Trasformazione: Raggruppa per
Trasformazione: Raggruppa per
Trasformazione: Raggruppa per
Trasformazione: Raggruppa per
Output: Table
Eseguire un flusso
Connettersi a un streaming dataflow
Connettersi a un streaming dataflow
Connettersi a un streaming dataflow
Limitazioni
Licenze
Power BI Streaming Data Flow e Azure IoT Central
Power BI Streaming Data Flow e Azure IoT Central
Power BI Streaming Data Flow e Azure IoT Central
Conclusions
Power BI Streaming Data Flow e Azure IoT Central
1 de 52

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Power BI Streaming Data Flow e Azure IoT Central

  • 3. We are 1nn0va! First Global Azure Bootcamp in Italy in 2014!
  • 7. IoT Hub Container Registry Kubernetes Service Compute (VMs) Content Delivery Network Data Explorer Front Door Resource Manager (ARM) Storage Domain Name System Microsoft Flow Key Vault Service Bus Applicatio n Insights Functions SQL Azure Cosmos DB Web Apps Azure Stream Analytics Event Hub Device Provisioning Service Time Series Insights Maps Facts
  • 8. Power BI PowerApps Web Apps Mobile Apps Manage View and manage solutions Azure Sphere Secured MCU Secured OS Cloud Security Business Integration Connect to business apps & services Office 365 Dynamics 365 Edge Modules: • Protocol Adaptation • Functions • Stream Analytics • Machine Learning • AI Azure IoT Edge 3rd Party applications Azure IoT Device SDK 3rd Party Industry specific sensors & devices (RTOS, Linux, Windows, Android, iOS) IoT Hub Container Registry Kubernetes Service Compute (VMs) Content Delivery Network Data Explorer Front Door Resource Manager (ARM) Storage Domain Name System Microsoft Flow Key Vault Service Bus Applicatio n Insights Functions SQL Azure Cosmos DB Web Apps Azure Stream Analytics Event Hub Device Provisioning Service Time Series Insights Maps Your options for building IoT solutions
  • 10. Data Logger, Protocol Adapters, SCADA, ... UNO-2372 WISE-4250 https://github.com/Azure/azure-iot- device- ecosystem/blob/master/get_started/e mbedded-linux-ecu-1251-c.md https://devicemodels.azure.co m/dtmi/advantech/wise_4250a s_s231-1.expanded.json WISE-710
  • 11. Needs
  • 13. Power BI PowerApps Web Apps Mobile Apps Manage View and manage solutions Azure Sphere Secured MCU Secured OS Cloud Security Business Integration Connect to business apps & services Office 365 Dynamics 365 Edge Modules: • Protocol Adaptation • Functions • Stream Analytics • Machine Learning • AI Azure IoT Edge 3rd Party applications Azure IoT Device SDK 3rd Party Industry specific sensors & devices (RTOS, Linux, Windows, Android, iOS) IoT Hub Container Registry Kubernetes Service Compute (VMs) Content Delivery Network Data Explorer Front Door Resource Manager (ARM) Storage Domain Name System Microsoft Flow Key Vault Service Bus Applicatio n Insights Functions SQL Azure Cosmos DB Web Apps Azure Stream Analytics Event Hub Device Provisioning Service Time Series Insights Maps Your options for building IoT solutions
  • 14. Power BI PowerApps Web Apps Mobile Apps Manage View and manage solutions Azure Sphere Secured MCU Secured OS Cloud Security Business Integration Connect to business apps & services Office 365 Dynamics 365 Edge Modules: • Protocol Adaptation • Functions • Stream Analytics • Machine Learning • AI Azure IoT Edge 3rd Party applications Azure IoT Device SDK 3rd Party Industry specific sensors & devices (RTOS, Linux, Windows, Android, iOS) IoT Hub Container Registry Kubernetes Service Compute (VMs) Content Delivery Network Data Explorer Front Door Resource Manager (ARM) Storage Domain Name System Microsoft Flow Key Vault Service Bus Applicatio n Insights Functions SQL Azure Cosmos DB Web Apps Azure Stream Analytics Event Hub Device Provisioning Service Time Series Insights Maps But IoT adoption remains very challenging Your options for building IoT solutions Simplify production-ready IoT solution development • Simplify setup, reduce management burden, operational costs, and overhead of a typical IoT project. • Bring solutions to market faster, while staying focused on your customers Azure IoT Central Build with Azure IoT Central, our IoT App Platform  Highly secure  Enterprise-grade  Predictable pricing  Industry-focused
  • 15. “Build with” patterns (from Industry Application Templates)
  • 16. Common Architectures Telemetry from devices or sensors is sent to a gateway device or directly to IoT Central Data is sent, aggregated and analyzed in IoT Central Data is routed to other Azure services for manipulation – storage, reformatting, integration to business workflows and applications, etc. Azure services like ASA or Azure Functions can be used to reformat data streams and send them to storage accounts Logic apps can be used to power business applications
  • 18. Pricing Model Standard Tier 0 Standard Tier 1 Standard Tier 2 Price per device €0,07 al mese €0,34 al mese €0,59 al mese Monthly device message allocation* 400 messages 5,000 messages 30,000 messages Included free quantity per IoT Central application 2 free devices (800 included messages) 2 free devices (10,000 included messages) 2 free devices (60,000 included messages) Use case For devices sending a few messages per hour For devices sending a few messages per hour For devices sending a message every few minutes Overage pricing per 1K messages1 €0.060 per 1K messages €0.013 per 1K messages €0.013 per 1K messages *Total message allocation is shared across all devices in an IoT Central application
  • 19. Azure IoT Central REST API
  • 20. The integration model of IoT Central
  • 23. Che cosa sono gli streaming dataflow
  • 24. Che cosa sono gli streaming dataflow
  • 25. Creazione di uno streaming dataflow
  • 28. Input: Iot Hub Chiedi a Parenzan «e IoT Central?»
  • 29. Considerazioni su Event Hub e IoT Hub
  • 43. Connettersi a un streaming dataflow
  • 44. Connettersi a un streaming dataflow
  • 45. Connettersi a un streaming dataflow