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| 1 | +# Microsoft Fabric: Automating Pipeline Execution with Activator |
| 2 | + |
| 3 | +Costa Rica |
| 4 | + |
| 5 | +[](https://github.com/) |
| 6 | +[brown9804](https://github.com/brown9804) |
| 7 | + |
| 8 | +Last updated: 2025-03-03 |
| 9 | + |
| 10 | +---------- |
| 11 | + |
| 12 | +> 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. |
| 13 | +
|
| 14 | +<details> |
| 15 | +<summary><b>List of References </b> (Click to expand)</summary> |
| 16 | + |
| 17 | +</details> |
| 18 | + |
| 19 | + |
| 20 | +## Set Up the First Pipeline |
| 21 | + |
| 22 | +1. **Create the Pipeline**: |
| 23 | + - In [Microsoft Fabric](https://app.fabric.microsoft.com/), create the first pipeline that performs the required tasks. |
| 24 | + |
| 25 | +> [!NOTE] |
| 26 | +> 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. |
| 27 | +
|
| 28 | +https://github.com/user-attachments/assets/95206bf3-83a7-42c1-b501-4879df22ef7d |
| 29 | + |
| 30 | + - Add a `Copy Data` activity as the final step in the pipeline. |
| 31 | + |
| 32 | +2. **Generate the Trigger File**: |
| 33 | + - Configure the `Copy Data` activity to create a trigger file in a specific location, such as `Azure Data Lake Storage (ADLS)` or `OneLake`. |
| 34 | + - Ensure the file name and path are consistent and predictable (e.g., `trigger_file.json` in a specific folder). |
| 35 | +3. **Publish and Test**: Publish the pipeline and test it to ensure the trigger file is created successfully. |
| 36 | + |
| 37 | +https://github.com/user-attachments/assets/798a3b12-c944-459d-9e77-0112b5d82831 |
| 38 | + |
| 39 | +## Configure Activator to Detect the Event |
| 40 | + |
| 41 | +> [!TIP] |
| 42 | +> Event options: |
| 43 | +
|
| 44 | +https://github.com/user-attachments/assets/022c195f-5af0-4382-8f57-c2efe6728e54 |
| 45 | + |
| 46 | +1. **Set Up an Event**: |
| 47 | + - Create a new event to monitor the location where the trigger file is created (e.g., ADLS or OneLake). In your workspace, click on `+ New Item` and create an `Activator`. |
| 48 | + |
| 49 | + <img width="550" alt="image" src="https://github.com/user-attachments/assets/076d6cde-2579-4f17-a426-27f7dbabbfb8" /> |
| 50 | + |
| 51 | + - Choose the appropriate event type, such as `File Created`. |
| 52 | + |
| 53 | +2. **Test Event Detection**: |
| 54 | + - Save the event and test it by manually running the first pipeline to ensure Activator detects the file creation. |
| 55 | + - Check the **Event Details** screen in Activator to confirm the event is logged. |
| 56 | + |
| 57 | +--- |
| 58 | + |
| 59 | +### **Step 3: Define the Rule in Activator** |
| 60 | +1. **Create a New Rule**: |
| 61 | + - In Activator, create a rule that responds to the event you just configured. |
| 62 | + - Set the condition to match the event details (e.g., file name, path, or metadata). |
| 63 | + |
| 64 | +2. **Set the Action**: |
| 65 | + - Configure the rule to trigger the second pipeline. |
| 66 | + - Specify the pipeline name and pass any required parameters. |
| 67 | + |
| 68 | +3. **Save and Activate**: |
| 69 | + - Save the rule and activate it. |
| 70 | + - Ensure the rule is enabled and ready to respond to the event. |
| 71 | + |
| 72 | +--- |
| 73 | + |
| 74 | +### **Step 4: Set Up the Second Pipeline** |
| 75 | +1. **Create the Pipeline**: |
| 76 | + - In Microsoft Fabric, create the second pipeline that performs the next set of tasks. |
| 77 | + - Ensure it is configured to accept external triggers. |
| 78 | + |
| 79 | +2. **Publish the Pipeline**: |
| 80 | + - Publish the second pipeline and ensure it is ready to be triggered. |
| 81 | + |
| 82 | +--- |
| 83 | + |
| 84 | +### **Step 5: Test the Entire Workflow** |
| 85 | +1. **Run the First Pipeline**: |
| 86 | + - Execute the first pipeline and verify that the trigger file is created. |
| 87 | + |
| 88 | +2. **Monitor Activator**: |
| 89 | + - Check the **Event Details** and **Rule Activation Details** in Activator to ensure the event is detected and the rule is activated. |
| 90 | + |
| 91 | +3. **Verify the Second Pipeline**: |
| 92 | + - Confirm that the second pipeline is triggered and runs successfully. |
| 93 | + |
| 94 | +--- |
| 95 | + |
| 96 | +### **Step 6: Troubleshooting (If Needed)** |
| 97 | +- If the second pipeline does not trigger: |
| 98 | + 1. Double-check the rule configuration in Activator. |
| 99 | + 2. Verify that the second pipeline is set to accept external triggers. |
| 100 | + 3. Review the logs in Activator for any errors or warnings. |
| 101 | + |
| 102 | +--- |
| 103 | + |
| 104 | +Would you like me to assist with any specific step, such as configuring the event or rule in Activator? |
| 105 | + |
| 106 | + |
| 107 | +<div align="center"> |
| 108 | + <h3 style="color: #4CAF50;">Total Visitors</h3> |
| 109 | + <img src="https://profile-counter.glitch.me/brown9804/count.svg" alt="Visitor Count" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/> |
| 110 | +</div> |
| 111 | + |
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