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Fix debug article for designer
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articles/machine-learning/how-to-debug-pipelines.md

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In this article, you learn how to debug and troubleshoot [machine learning pipelines](concept-ml-pipelines.md) in the [Azure Machine Learning SDK](https://docs.microsoft.com/python/api/overview/azure/ml/intro?view=azure-ml-py) and [Azure Machine Learning designer (preview)](https://docs.microsoft.com/azure/machine-learning/concept-designer). Information is provided on how to:
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* Debug using the Azure Machine Learning SDK
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* Debug using the Azure Machine Learning Designer
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* Debug using the Azure Machine Learning designer
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* Debug using Application Insights
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* Debug interactively using Visual Studio Code (VS Code) and the Python Tools for Visual Studio (PTVSD)
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| Library | Type | Example | Destination | Resources |
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|----------------------------|--------|------------------------------------------------------------------|----------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| Azure Machine Learning SDK | Metric | `run.log(name, val)` | Azure Machine Learning Portal UI | [How to track experiments](how-to-track-experiments.md#available-metrics-to-track)<br>[azureml.core.Run class](https://docs.microsoft.com/python/api/azureml-core/azureml.core.run(class)?view=experimental) |
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| Python printing/logging | Log | `print(val)`<br>`logging.info(message)` | Driver logs, Azure Machine Learning Designer | [How to track experiments](how-to-track-experiments.md#available-metrics-to-track)<br><br>[Python logging](https://docs.python.org/2/library/logging.html) |
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| Python printing/logging | Log | `print(val)`<br>`logging.info(message)` | Driver logs, Azure Machine Learning designer | [How to track experiments](how-to-track-experiments.md#available-metrics-to-track)<br><br>[Python logging](https://docs.python.org/2/library/logging.html) |
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| OpenCensus Python | Log | `logger.addHandler(AzureLogHandler())`<br>`logging.log(message)` | Application Insights - traces | [Debug pipelines in Application Insights](how-to-debug-pipelines-application-insights.md)<br><br>[OpenCensus Azure Monitor Exporters](https://github.com/census-instrumentation/opencensus-python/tree/master/contrib/opencensus-ext-azure)<br>[Python logging cookbook](https://docs.python.org/3/howto/logging-cookbook.html) |
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#### Logging options example
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When you submit a pipeline run and stay in the authoring page, you can find the log files generated for each module.
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1. Select any module in the authoring canvas.
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1. In the right pane of the module, go to the **Outputs+ogs** tab.
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1. In the right pane of the module, go to the **Outputs+logs** tab.
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1. Select the log file `70_driver_log.txt`
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![Authoring page module logs](./media/how-to-debug-pipelines/pipelinerun-05.png)
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1. Select a pipeline run created in the designer.
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![Pipeline run page](./media/how-to-debug-pipelines/pipelinerun-04.png)
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1. Select any module in the preview pane.
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1. In the right pane of the module, go to the **Outputs+ogs** tab.
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1. In the right pane of the module, go to the **Outputs+logs** tab.
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1. Select the log file `70_driver_log.txt`
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## Debug and troubleshoot in Application Insights

articles/machine-learning/toc.yml

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- name: Trigger a pipeline
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href: how-to-trigger-published-pipeline.md
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- name: Debug & troubleshoot pipelines
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displayName: designer
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href: how-to-debug-pipelines.md
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- name: Debug pipelines in Application Insights
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displayname: pipelines, log, monitor

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