![]() Create SSH tunnel from your PC to Puhti compute node.Load suitable modules and start RStudio or Jupyter Notebook server.For instructions on this, see the Puhti web interface documentation.Workflow for using RStudio or Jupyter Notebook in Puhti PuTTy requires filling in the settings to PuTTy tabs, so it is slower and more complicated, but possible. With Linux, macOS and MobaXterm the SSH tunnelling works by default. SSH tunnelling requires that you have set up SSH keys. Not suitable for RStudio or Jupyter Notebook in Puhti. This is not possible with Windows PowerShell (it does not support jump servers), and therefore it is ![]() The tunnel needs to go through a login node. As compute nodes are inaccessible via the Internet, The second option is to create a SSH tunnel from a local PC to a compute node. The first (and easiest) option is to use the Puhti web interface. There are two ways to use RStudio Server or Jupyter Notebook on Puhti. The R or Python code is run on a compute node within an interactive session, but the tools themselves are used via a local web browser. RStudio and Jupyter notebooks are convenient options for developing and running R or Python code. Using RStudio or Jupyter Notebook in Puhti Using MySQL client through batch job system Moving data between IDA and CSC computing environmentĬopying data between Allas and IDA via PuhtiĪllas object storage related terms and concepts Sharing and transporting files using Funet FileSender Using wget to download data from web sites to CSC Using rsync for data transfer and synchronization Virtual machine lifecycle & saving billing unitsĬreating, Converting, Uploading and Sharing virtual machine imagesĪpplication Development Practises in PoutaĪdditional services in Pouta (email, dns) Launching a virtual machine with the cPouta web interface Virtual machine flavors and Billing Unit rates How to run an ad-hoc interactive containerĪccessing databases on Rahti from CSC supercomputers How to manually cache images in Rahti's registry How to add docker hub credentials to a project Reverse proxy authentication using a sidecar container Deploying a static web server using the web interfaceĭeploying a static web server using the command line
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