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0_Azure/2_AzureAnalytics/0_Fabric/demos/30_dynamic_pipeline_nbkparameters.md renamed to 0_Azure/2_AzureAnalytics/0_Fabric/demos/30_DynamicPipeline_nbkparametersADF.md

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[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
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[brown9804](https://github.com/brown9804)
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Last updated: 2025-03-03
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Last updated: 2025-03-05
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‎0_Azure/2_AzureAnalytics/0_Fabric/demos/31_FabricActivatorRulePipeline/README.md‎

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# Microsoft Fabric: Automating Pipeline Execution with Activator
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Costa Rica
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[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
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[brown9804](https://github.com/brown9804)
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Last updated: 2025-03-03
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----------
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> This process shows how to set up Microsoft Fabric Activator to automate workflows by detecting file creation events in a storage system and triggering another pipeline to run.
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<details>
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<summary><b>List of References </b> (Click to expand)</summary>
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</details>
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## Set Up the First Pipeline
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1. **Create the Pipeline**:
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- In [Microsoft Fabric](https://app.fabric.microsoft.com/), create the first pipeline that performs the required tasks.
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> [!NOTE]
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> This code generates random data with fields such as id, name, age, email, and created_at, organizes it into a PySpark DataFrame, and saves it to a specified Lakehouse path using the Delta format.
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https://github.com/user-attachments/assets/95206bf3-83a7-42c1-b501-4879df22ef7d
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- Add a `Copy Data` activity as the final step in the pipeline.
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2. **Generate the Trigger File**:
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- Configure the `Copy Data` activity to create a trigger file in a specific location, such as `Azure Data Lake Storage (ADLS)` or `OneLake`.
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- Ensure the file name and path are consistent and predictable (e.g., `trigger_file.json` in a specific folder).
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3. **Publish and Test**: Publish the pipeline and test it to ensure the trigger file is created successfully.
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https://github.com/user-attachments/assets/798a3b12-c944-459d-9e77-0112b5d82831
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## Configure Activator to Detect the Event
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> [!TIP]
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> Event options:
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https://github.com/user-attachments/assets/282fae9b-e1c6-490d-bd23-9ed9bdf6105d
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1. **Set Up an Event**:
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- Create a new event to monitor the location where the trigger file is created (e.g., ADLS or OneLake). Click on `Real-Time`:
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<img width="550" alt="image" src="https://github.com/user-attachments/assets/e1ce1f83-a8f6-4a3c-94dc-749e370d8079" />
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- Choose the appropriate event type, such as `File Created`.
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<img width="550" alt="image" src="https://github.com/user-attachments/assets/3a21abd7-0ff4-428f-a3a1-5e387314c1f5" />
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<img width="550" alt="image" src="https://github.com/user-attachments/assets/94e5556b-5d56-4a42-9edd-83b514e7c953" />
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- Add a source:
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<img width="550" alt="image" src="https://github.com/user-attachments/assets/9709a690-f3b5-453b-b3d9-c67d4b1a9465" />
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<img width="550" alt="image" src="https://github.com/user-attachments/assets/8dcadd23-4abb-47ee-82ca-f3868cb818e1" />
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https://github.com/user-attachments/assets/43a9654b-e8d0-44da-80b9-9f528483fa3b
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2. **Test Event Detection**:
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- Save the event and test it by manually running the first pipeline to ensure Activator detects the file creation.
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- Check the **Event Details** screen in Activator to confirm the event is logged.
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https://github.com/user-attachments/assets/6b21194c-54b4-49de-9294-1bf78b1e5acd
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## Define the Rule in Activator
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1. **Setup the Activator**:
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https://github.com/user-attachments/assets/7c88e080-d5aa-4920-acd6-94c2e4ae0568
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2. **Create a New Rule**:
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- In `Activator`, create a rule that responds to the event you just configured.
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- Set the condition to match the event details (e.g., file name, path, or metadata).
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3. **Set the Action**:
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- Configure the rule to trigger the second pipeline.
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- Specify the pipeline name and pass any required parameters.
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3. **Save and Activate**:
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- Save the rule and activate it.
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- Ensure the rule is enabled and ready to respond to the event.
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### **Step 4: Set Up the Second Pipeline**
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1. **Create the Pipeline**:
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- In Microsoft Fabric, create the second pipeline that performs the next set of tasks.
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- Ensure it is configured to accept external triggers.
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2. **Publish the Pipeline**:
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- Publish the second pipeline and ensure it is ready to be triggered.
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---
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### **Step 5: Test the Entire Workflow**
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1. **Run the First Pipeline**:
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- Execute the first pipeline and verify that the trigger file is created.
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2. **Monitor Activator**:
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- Check the **Event Details** and **Rule Activation Details** in Activator to ensure the event is detected and the rule is activated.
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3. **Verify the Second Pipeline**:
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- Confirm that the second pipeline is triggered and runs successfully.
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---
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## Troubleshooting (If Needed)
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- If the second pipeline does not trigger:
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1. Double-check the rule configuration in Activator.
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2. Review the logs in Activator for any errors or warnings.
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<div align="center">
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<h3 style="color: #4CAF50;">Total Visitors</h3>
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<img src="https://profile-counter.glitch.me/brown9804/count.svg" alt="Visitor Count" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
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</div>
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