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AZTK powered by Azure Batch: On-demand, Dockerized, Spark Jobs on Azure

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If we were to create a Virtual Network, and restrict inbound access only from a bastion host, will aztk cluster be able operate without any issues? For example, for HDInsight...

question

As part of the strategy to support all Azure Data systems, we should make sure that BlobFuse works out-of-the-box for customers who want to mount a file system backed by...

feature

Currently, this is always set to 1. Might be useful to expose this as a parameter and/or set to max possible value by default. https://github.com/Azure/aztk/blob/f7c1cb51729ce5347ebd7a732d5b735142c1332c/aztk/client.py#L87

feature

https://github.com/Azure/aztk/blob/f7c1cb51729ce5347ebd7a732d5b735142c1332c/docker-image/gpu/spark1.6.3/Dockerfile#L78 This should be set on base, so it is propagated down to all other images.

bug

I have to manually delete a task via the portal each time it completes (successfully or otherwise). Is there an option to delete a task automatically on termination? Otherwise, if...

feature

the default on jupyter is to have the metastore created on the node – this might be a problem to retain metadata since the storage is ephemeral ![image](https://user-images.githubusercontent.com/16616215/31162491-a1c63a52-a892-11e7-97a2-879fa942106b.png)

bug

Despite everything I have tried, I still cannot figure out how to configure logging for my Spark application. The `log4j.properties` file is always ignored. ### log4j.properties in the resources If...

bug

users should be allowed to specify flags and arguments when submitting apps. `aztk spark cluster submit --id --name /path/to/program.py -flag1 arg1 -flag2 arg2` In the above example, `-flag1 arg1 -flag2...

feature

From the examples directory: `aztk spark cluster submit --id --name PythonPi pi.py` causes: ``` (snip) raise AzureHttpError(message, http_error.status) azure.common.AzureHttpError: The specifed resource name contains invalid characters. InvalidResourceNameThe specifed resource name...

bug