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Synapse magic and SparkMonitor widget to submit job to Synapse Spark pool.

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Key functionalities azureml-synapse provides: * Magic command to manage Synapse session and submit code * SparkMonitor widget to monitor the spark job progress, for both Jupyter and JupyterLab

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