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‎articles/hdinsight/spark/apache-spark-microsoft-cognitive-toolkit.md

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title: Microsoft Cognitive Toolkit with Azure HDInsight Spark for deep learning
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title: Microsoft Cognitive Toolkit with Apache Spark - Azure HDInsight
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description: Learn how a trained Microsoft Cognitive Toolkit deep learning model can be applied to a dataset using the Spark Python API in an Azure HDInsight Spark cluster.
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author: hrasheed-msft
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ms.reviewer: jasonh

‎articles/hdinsight/spark/apache-spark-python-package-installation.md

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title: Script action - Install Python packages with Jupyter on Azure HDInsight
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title: Script action for Python packages with Jupyter on Azure HDInsight
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description: Step-by-step instructions on how to use script action to configure Jupyter notebooks available with HDInsight Spark clusters to use external python packages.
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author: hrasheed-msft
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ms.author: hrasheed

‎articles/hdinsight/spark/apache-spark-run-machine-learning-automl.md

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title: Run Azure Machine Learning workloads on Apache Spark in Azure HDInsight
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title: Run Azure Machine Learning workloads on Apache Spark in HDInsight
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description: Learn how to run Azure Machine Learning workloads with automated machine learning (AutoML) on Apache Spark in Azure HDInsight.
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author: hrasheed-msft
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ms.author: hrasheed

‎articles/hdinsight/spark/apache-spark-streaming-exactly-once.md

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title: Spark Streaming jobs with exactly-once event processing - Azure HDInsight
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title: Spark Streaming & exactly-once event processing - Azure HDInsight
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description: How to set up Apache Spark Streaming to process an event once and only once.
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ms.service: hdinsight
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author: hrasheed-msft

‎articles/hdinsight/spark/apache-spark-streaming-high-availability.md

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title: Create highly available Spark Streaming jobs in YARN - Azure HDInsight
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title: Highly available Spark Streaming jobs in YARN - Azure HDInsight
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description: How to set up Apache Spark Streaming for a high-availability scenario in Azure HDInsight
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ms.service: hdinsight
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author: hrasheed-msft

‎articles/hdinsight/spark/apache-spark-troubleshoot-blocking-cross-origin.md

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title: Jupyter server 404 error due to "Blocking Cross Origin API" in Azure HDInsight
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title: Jupyter 404 error - "Blocking Cross Origin API" - Azure HDInsight
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description: Jupyter server 404 "Not Found" error due to "Blocking Cross Origin API" in Azure HDInsight
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ms.service: hdinsight
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ms.topic: troubleshooting

‎articles/hdinsight/spark/apache-spark-troubleshoot-event-log-requestbodytoolarge.md

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title: RequestBodyTooLarge in logs for Apache Spark streaming app in Azure HDInsight
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title: RequestBodyTooLarge error from Apache Spark app - Azure HDInsight
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description: NativeAzureFileSystem ... RequestBodyTooLarge appears in log for Apache Spark streaming app in Azure HDInsight
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ms.service: hdinsight
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ms.topic: troubleshooting

‎articles/hdinsight/spark/apache-spark-troubleshoot-illegalargumentexception.md

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title: IllegalArgumentException for Apache Spark activity in Azure HDInsight
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title: IllegalArgumentException error for Apache Spark - Azure HDInsight
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description: IllegalArgumentException for Apache Spark activity in Azure HDInsight for Azure Data Factory
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ms.service: hdinsight
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ms.topic: troubleshooting

‎articles/hdinsight/spark/apache-spark-troubleshoot-job-fails-invalidclassexception.md

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title: Apache Spark job fails with InvalidClassException in Azure HDInsight
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title: InvalidClassException error from Apache Spark - Azure HDInsight
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description: Apache Spark job fails with InvalidClassException, class version mismatch, in Azure HDInsight
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ms.service: hdinsight
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ms.topic: troubleshooting

‎articles/hdinsight/spark/apache-spark-troubleshoot-job-slowness-container.md

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title: Apache Spark slow when Azure storage container contains many files - HDInsight
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title: Apache Spark slow when Azure HDInsight storage has many files
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description: Apache Spark job runs slowly when the Azure storage container contains many files in Azure HDInsight
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ms.service: hdinsight
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ms.topic: troubleshooting

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