From 65ae5e26561bca808aa829479da6ac27684d1963 Mon Sep 17 00:00:00 2001 From: MB <michael.blaschek@univie.ac.at> Date: Wed, 19 Feb 2025 11:22:52 +0000 Subject: [PATCH] some updates --- ECMWF/README.md | 3 +- Python/QA-014-VSC-Notebook-Kernels.ipynb | 87 ++++++++++++++++++++++++ SSH-VPN-VNC/SSH.md | 36 +++++++++- Servers/Aurora.md | 32 +++++---- Servers/JET.md | 71 +++++++++---------- Servers/SRVX1.md | 33 +++++---- Servers/SRVX8.md | 26 ++++--- 7 files changed, 215 insertions(+), 73 deletions(-) create mode 100644 Python/QA-014-VSC-Notebook-Kernels.ipynb diff --git a/ECMWF/README.md b/ECMWF/README.md index bbc7e21..c06d7ce 100644 --- a/ECMWF/README.md +++ b/ECMWF/README.md @@ -14,7 +14,8 @@ Available Services @ IMGW: ## Connecting to ECMWF Services ???+ warning "Teleport supported versions" -Please note that ECMWF does currently only support teleport version up to 13. [ecmwf information](https://confluence.ecmwf.int/display/UDOC/Teleport+SSH+Access) + + Please note that ECMWF does currently only support teleport version up to 13. [ecmwf information](https://confluence.ecmwf.int/display/UDOC/Teleport+SSH+Access) ### from home diff --git a/Python/QA-014-VSC-Notebook-Kernels.ipynb b/Python/QA-014-VSC-Notebook-Kernels.ipynb new file mode 100644 index 0000000..93afbc6 --- /dev/null +++ b/Python/QA-014-VSC-Notebook-Kernels.ipynb @@ -0,0 +1,87 @@ +{ + "cells": [ + { + "attachments": { + "image-2.png": { + "image/png": "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" + }, + "image-3.png": { + "image/png": "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" + }, + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "# Using the VSC Jupyterhub\n", + "\n", + "The VSc has a jupyterhub on [jupyterhub.vsc](https://jupyterhub.vsc.ac.at) and offers a few nodes to all users with accounts.\n", + "\n", + "You can run interactive Notebook sessions on VSC4 and VSC5.\n", + "\n", + "You can get access to A100 and A40 (VSC4) GPU nodes if you need. That might be a good way to test your code, before requesting more resources via the batch system.\n", + "\n", + "## Spawning a new notebook server\n", + "\n", + "One has to make a decision from the available options:\n", + "\n", + "\n", + "\n", + "\n", + "1. Select a profile (VSC4 or VSC5)\n", + "\n", + "There are basic options:\n", + " - VSC4 Singularity\n", + " - VSC5 Singularity\n", + " - VSC4 python venv (virtual environment)\n", + "\n", + "\n", + "\n", + "\n", + "2. Select the singularity/apptainer image to use:\n", + "\n", + "\n", + "\n", + "3. Select the necessary resources:\n", + "\n", + " - Memory\n", + " - Cores\n", + " - Runtime\n", + "\n", + "If you are ready, then press start and wait until your Notebook server is served and you are redirected.\n", + "\n", + "Opening this [page](https://jupyterhub.vsc.ac.at/hub/home) in a new tab allows you to get a feeling for the usage of that service." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using the VSC Jupyterhub\n", + "\n", + "The Jupyterhub is a bit different from the Jupyterhub on JET. \n", + "Some of the profiles (`singularity`) are containerized runtimes, which have only limited access to the host (no VSC modules), but profiles like `python venv` do.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/SSH-VPN-VNC/SSH.md b/SSH-VPN-VNC/SSH.md index 00e07e9..d0b0692 100644 --- a/SSH-VPN-VNC/SSH.md +++ b/SSH-VPN-VNC/SSH.md @@ -83,7 +83,7 @@ There is also an option to forward a port, e.g. the VNC Port: ```bash connect2jet -g [Username]@login.img.univie.ac.at -p 5901 [Username]@jet01.img.univie.ac.at ``` -which allows you to connect to `localhost:5901` and view the VNC session. Other gateway servers can be `login.img.univie.ac.at` +which allows you to connect to `localhost:5901` and view the VNC session. ## Tunneling @@ -117,6 +117,40 @@ ssh LOCALPORT:localhost:REMOTEPORT USER@login # connect to the local port ``` +## SSH config +On Linux the ssh processes can use a file `$HOME/.ssh/config`, which looks like this + +```sh title="ssh configuration" +Host * + IdentitiesOnly=yes + ServerAliveInterval 60 + ServerAliveCountMax 20 + Compression yes +# will use any authentication possible (key, pass) +Host login + Hostname login.img.univie.ac.at + User [USERNAME] +# use a specific ssh-key for that connection +Host login-key + Hostname login.img.univie.ac.at + User [USERNAME] + IdentityFile ~/.ssh/id_special +# force ssh to use password authentication +Host loginx + HostName login.img.univie.ac.at + User [USERNAME] + PreferredAuthentications password + PubkeyAuthentication no +# use login as a jump host to reach JET +Host login2jet1 + Hostname jet01.img.univie.ac.at + User [USERNAME] + ProxyJump login +``` + +and contains information on SSH connections. Look at the specific definitions from [ECMWF](../ECMWF/README.md#configuration). + + ## SSHFS It is possible to mount your home directory to your personal computer on Linux via `sshfs` or using of course a dedicated remote file browser like: Filezilla, Cyberduck, ... diff --git a/Servers/Aurora.md b/Servers/Aurora.md index 66ec851..90f44a0 100644 --- a/Servers/Aurora.md +++ b/Servers/Aurora.md @@ -2,23 +2,31 @@ > Research and Development Node -## Getting started +???+ info "Access" + 1. Request access / will be done for you by your supervisor. + 2. As Staff, access using SSH - [How to SSH / VNC / VPN](../SSH-VPN-VNC/README.md) + 3. Inform yourself: [Getting Started](../Getting%20Started.md) -Steps: +Welcome to the HPC @IMG @UNIVIE and please follow these steps to become a productive member of our department and make good use of the computer resources. +**Efficiency is keen.** -1. Request access / will be done for you by your supervisor. -2. As Staff, access using SSH - [How to SSH / VNC / VPN](../SSH-VPN-VNC/README.md) ## System information -| Name | Value | -| ----------- | ------------------------------------------------------------- | -| Product | R282-Z96-00 | -| Processor | AMD EPYC 7773X 64-Core Processor | -| Cores | 2 CPU, 64 physical cores per CPU, total 128 logical CPU units | -| CPU time | 1.121 kh | -| Memory | 2015.17 GB Total | -| Memory/Core | 15.7 GB | +| Name | Value | +| ----------- | ---------------------------------------------------------------------------------- | +| Product | [R282-Z96-00](https://www.gigabyte.com/at/Enterprise/Rack-Server/R282-Z96-rev-A00) | +| Processor | AMD EPYC 7773X (Milan, Zen3) 64-Core Processor | +| Cores | 2 CPU, 64 physical cores per CPU, total 128 logical CPU units | +| CPU time | 1.121 kh | +| Memory | 32x 64GB - 2048 GB Total | +| Memory/Core | 16 GB | +| OS | AlmaLinux 9.4 Seafoam Ocelot | +| Purchase | June 2023 | +| OOB | [Management](https://wolke.img.univie.ac.at/it.html) | +| IP | 131.130.157.5 | +| C-Name | `aurora.img.univie.ac.at`, `login.img.univie.ac.at` | + ```title='Aurora Borealis' ----------------------------------------------- diff --git a/Servers/JET.md b/Servers/JET.md index 170036e..2a11830 100644 --- a/Servers/JET.md +++ b/Servers/JET.md @@ -4,24 +4,22 @@ > Research Cluster for Staff > :rocket: 🔒 - -## Getting Started +???+ info "Access" + 1. Request access / will be done for you by your supervisor. + 2. As Staff, access using SSH - [How to SSH / VNC / VPN](../SSH-VPN-VNC/README.md) + 3. Inform yourself: [Getting Started](../Getting%20Started.md) + 4. Connect to Jet + 5. Load environment (libraries, compilers, interpreter, tools) + 6. Checkout Code, Program, Compile, Test + 7. Submit to compute nodes using [slurm](JET.md#slurm) Welcome to the HPC @IMG @UNIVIE and please follow these steps to become a productive member of our department and make good use of the computer resources. **Efficiency is keen.** -Steps: - -1. [Getting Started](../Getting%20Started.md) -2. Connect to Jet -3. Load environment (libraries, compilers, interpreter, tools) -4. Checkout Code, Program, Compile, Test -5. Submit to compute nodes using [slurm](JET.md#slurm) - ## System Information -Last Update: 16.07.2024 +Last Update: 19.02.2025 Node Setup: @@ -34,27 +32,33 @@ Node Setup: ### Example INTEL Node -| Type | Detail | -| --- | --- | -| Product | ThinkSystem SR630 | -| Processor | Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz | -| Cores | 2 CPU, 20 physical cores per CPU, total 80 logical CPU units | -| CPU Time | 350 kh | -| Memory | 755 GB Total | -| Memory/Core | 18.9 GB | -| Network | 100 Gbit/s (Infiniband) | +| Type | Detail | +| ----------- | ------------------------------------------------------------- | +| Product | ThinkSystem SR630 | +| Processor | Intel(R) Xeon(R) Gold 6148 (Skylake) CPU @ 2.40GHz | +| Cores | 2 CPU, 20 physical cores per CPU, total 80 logical CPU units | +| CPU Time | 350 kh | +| Memory | 24x 32GB - 768 GB Total | +| Memory/Core | 19.2 GB | +| Network | 100 Gbit/s (Infiniband) | +| OS | Rocky Linux 8.8 (Green Obsidian) | +| Purchase | June 2020 | + ### Example AMD Node -| Type | Detail | -| --- | --- | -| Product | ThinkSystem SR635 V3 | -| Processor | AMD EPYC 9454P 48-Core Processor | -| Cores | 1 CPU, 48 physical cores per CPU, total 96 logical CPU units | -| CPU Time | 420 kh | -| Memory | 1132 GB Total | -| Memory/Core | 23.5 GB | -| Network | 200 Gbit/s (Infiniband) | +| Type | Detail | +| ----------- | ------------------------------------------------------------- | +| Product | ThinkSystem SR635 V3 | +| Processor | AMD EPYC 9454P (Genoa, Zen4) 48-Core Processor | +| Cores | 1 CPU, 48 physical cores per CPU, total 96 logical CPU units | +| CPU Time | 420 kh | +| Memory | 12x 96GB - 1152 GB Total | +| Memory/Core | 24 GB | +| Network | 200 Gbit/s (Infiniband) | +| OS | Rocky Linux 8.8 (Greeen Obsidian) | +| Purchase | June 2024 | + ### Storage @@ -69,11 +73,11 @@ Paths: ## Software -The typcial installation of a intel-cluster has the INTEL Compiler suite (`intel-parallel-studio`) and the open source GNU Compilers installed. Based on these two different compilers (`intel`, `gnu`), there are usually two version of each scientific software. +The typcial installation of a intel-cluster has the INTEL Compiler suite (`intel-parallel-studio` or `intel-oneapi-compilers`) and the open source GNU Compilers installed. Based on these two different compilers (`intel`, `gnu`), there are usually two version of each scientific software. Major Libraries: - - OpenMPI (3.1.6, 4.0.5) + - OpenMPI (3.1.6, 4.0.5, 4.1.1) - HDF5 - NetCDF (C, Fortran) - ECCODES from [ECMWF](https://confluence.ecmwf.int/display/ECC) @@ -177,7 +181,7 @@ Steps: - [https://jupyter.wolke.img.univie.ac.at](https://jupyter.wolke.img.univie.ac.at) from within the VPN or UNI-Network. - Login with your Jet Credentials - - Choose a job + - Choose a job size - The jupyterlab will be launched and will be available to you until you log out or the walltime exceeds (depends on the job you lauch). **Please use the resources responsible. We trust that you apply a fair-share policy and collaborate with your colleagues.** @@ -247,9 +251,6 @@ Transfer of files between SRV and JET is **not** necessary. The file system is m ```bash title="Mounted files systems" $ df -h - -131.130.157.5:/mnt/users 319T 300T 20T 95% /mnt/users -131.130.157.5:/mnt/scratch 400T 321T 80T 81% /mnt/scratch 131.130.157.5:/mnt/users/staff 319T 300T 20T 95% /srvfs/home 131.130.157.5:/mnt/users/scratch 319T 300T 20T 95% /srvfs/tmp 131.130.157.5:/mnt/users/data 319T 300T 20T 95% /srvfs/data diff --git a/Servers/SRVX1.md b/Servers/SRVX1.md index 8e6dcac..56e8ce7 100644 --- a/Servers/SRVX1.md +++ b/Servers/SRVX1.md @@ -2,25 +2,28 @@ # S R V X 1 > Teaching Hub and Master Hub from the web -> -## Getting started - -Steps: - -1. Students access via Moodle - [How to connect using the TeachingHub](../Students/TeachingHub.md) -2. Master students via [MasterHub](https://quell.wolke.img.univie.ac.at). Supervisor requests access. +???+ info "Access" + 1. Students access via Moodle - [How to connect using the TeachingHub](../Students/TeachingHub.md) + 2. Master students via [MasterHub](https://quell.wolke.img.univie.ac.at). Supervisor requests access. + + no SSH access, use Jupyter terminal. ## System information -| Name | Value | -| --- | --- | -| Product | PowerEdge R940 | -| Processor | Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz | -| Cores | 4 CPU, 20 physical cores per CPU, total 160 logical CPU units | -| CPU time | 700 kh | -| Memory | 754 GB Total | -| Memory/Core | 9.4 GB | +| Name | Value | +| ----------- | -------------------------------------------------------------- | +| Product | PowerEdge R940 | +| Processor | Intel(R) Xeon(R) Gold 6148 (Skylake) CPU @ 2.40GHz | +| Cores | 4 CPU, 20 physical cores per CPU, total 160 logical CPU units | +| CPU time | 700 kh | +| Memory | 48x 16GB - 768 GB Total | +| Memory/Core | 9.6 GB | +| OS | RedHatEnterprise 8.10 Ootpa | +| Purchase | June 2018 | +| OOB | [Management](https://wolke.img.univie.ac.at/it.html) | +| IP | 131.130.157.11 | +| C-Name | `srvx1.img.univie.ac.at` | ``` title="Mountain Greeter" diff --git a/Servers/SRVX8.md b/Servers/SRVX8.md index 05b2871..dc9a4ef 100644 --- a/Servers/SRVX8.md +++ b/Servers/SRVX8.md @@ -1,18 +1,26 @@ # S R V X 8 > Services and Virtual Machines -> + +???+ warning "Access" + no public access ## System Information -| Name | Value | -| --- | --- | -| Product | PowerEdge R730xd | -| Processor | Intel(R) Xeon(R) CPU E5-2697 v3 @ 2.60GHz | -| Cores | 2 CPU, 14 physical cores per CPU, total 56 logical CPU units | -| CPU time | 245 kh | -| Memory | 504 GB Total | -| Memory/Core | 18 Gb | +| Name | Value | +| ----------- | ------------------------------------------------------------- | +| Product | PowerEdge R730xd | +| Processor | Intel(R) Xeon(R) CPU E5-2697 v3 (Haswell) @ 2.60GHz | +| Cores | 2 CPU, 14 physical cores per CPU, total 56 logical CPU units | +| CPU time | 245 kh | +| Memory | 12x 16GB, 12x 32GB - 576 GB Total | +| Memory/Core | 18 Gb | +| OS | AlmaLinux 8.10 Cerulean Leopard | +| Purchase | Oktover 2015 | +| OOB | [Management](https://wolke.img.univie.ac.at/it.html) | +| IP | 131.130.157.8 | +| C-Name | `srvx8.img.unvie.ac.at` | + ``` title="Cloud Greeter" ---------------------------------------------- -- GitLab