From 1e0f29d21e2335e30cbbd904f504821d8d962836 Mon Sep 17 00:00:00 2001
From: Karen Pailozian <pailozian@cesnet.cz>
Date: Mon, 28 Apr 2025 11:14:07 +0200
Subject: [PATCH] Add sample notebook for starting VM on Openstack from jupyter
 hub

---
 figures/network_topology.png    |  Bin 0 -> 61299 bytes
 figures/network_topology_vm.png |  Bin 0 -> 61764 bytes
 figures/scheme.png              |  Bin 0 -> 44529 bytes
 openstack_eosc.ipynb            | 1088 +++++++++++++++++++++++++++++++
 4 files changed, 1088 insertions(+)
 create mode 100644 figures/network_topology.png
 create mode 100644 figures/network_topology_vm.png
 create mode 100644 figures/scheme.png
 create mode 100644 openstack_eosc.ipynb

diff --git a/figures/network_topology.png b/figures/network_topology.png
new file mode 100644
index 0000000000000000000000000000000000000000..9be438f5aa2011de40cbb52aa79bf9cd05fc63c4
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HcmV?d00001

diff --git a/openstack_eosc.ipynb b/openstack_eosc.ipynb
new file mode 100644
index 0000000..41e2050
--- /dev/null
+++ b/openstack_eosc.ipynb
@@ -0,0 +1,1088 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "f1d44b71-9709-467e-92d4-c1faa31a93e7",
+   "metadata": {
+    "jp-MarkdownHeadingCollapsed": true
+   },
+   "source": [
+    "# Deploying Your First Virtual Machine on PSNC OpenStack\n",
+    "\n",
+    "Welcome to this hands-on tutorial for launching and configuring your first Virtual Machine (VM) in the PSNC OpenStack cloud environment. This guide will walk you through each step of the deployment processβ€”from authentication to full VM provisioning and access.\n",
+    "\n",
+    "πŸ“š **Further reading:** [PSNC OpenStack Virtual Machines](https://docs.psnc.pl/display/EOSCUserGuides/Virtual+Machines)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "00e621e9-5493-45aa-8cea-dcbb14ab0df6",
+   "metadata": {},
+   "source": [
+    "# Install the required libraries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "0ce0f97a-a87b-4655-8f85-cfabb07172f7",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: python-openstackclient in /opt/conda/lib/python3.12/site-packages (8.0.0)\n",
+      "Requirement already satisfied: python-keystoneclient in /opt/conda/lib/python3.12/site-packages (5.6.0)\n",
+      "Requirement already satisfied: ipywidgets in /opt/conda/lib/python3.12/site-packages (8.1.5)\n",
+      "Requirement already satisfied: paramiko in /opt/conda/lib/python3.12/site-packages (3.5.1)\n",
+      "Requirement already satisfied: pbr!=2.1.0,>=2.0.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (6.1.1)\n",
+      "Requirement already satisfied: cryptography>=2.7 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (44.0.0)\n",
+      "Requirement already satisfied: cliff>=3.5.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (4.9.1)\n",
+      "Requirement already satisfied: iso8601>=0.1.11 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (2.1.0)\n",
+      "Requirement already satisfied: openstacksdk>=3.3.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (4.5.0)\n",
+      "Requirement already satisfied: osc-lib>=2.3.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (4.0.0)\n",
+      "Requirement already satisfied: oslo.i18n>=3.15.3 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (6.5.1)\n",
+      "Requirement already satisfied: python-cinderclient>=3.3.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (9.7.0)\n",
+      "Requirement already satisfied: requests>=2.27.0 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (2.32.3)\n",
+      "Requirement already satisfied: stevedore>=2.0.1 in /opt/conda/lib/python3.12/site-packages (from python-openstackclient) (5.4.1)\n",
+      "Requirement already satisfied: debtcollector>=1.2.0 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (3.0.0)\n",
+      "Requirement already satisfied: keystoneauth1>=3.4.0 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (5.10.0)\n",
+      "Requirement already satisfied: oslo.config>=5.2.0 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (9.7.1)\n",
+      "Requirement already satisfied: oslo.serialization>=2.18.0 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (5.7.0)\n",
+      "Requirement already satisfied: oslo.utils>=3.33.0 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (8.2.0)\n",
+      "Requirement already satisfied: packaging>=20.4 in /opt/conda/lib/python3.12/site-packages (from python-keystoneclient) (24.2)\n",
+      "Requirement already satisfied: comm>=0.1.3 in /opt/conda/lib/python3.12/site-packages (from ipywidgets) (0.2.2)\n",
+      "Requirement already satisfied: ipython>=6.1.0 in /opt/conda/lib/python3.12/site-packages (from ipywidgets) (8.31.0)\n",
+      "Requirement already satisfied: traitlets>=4.3.1 in /opt/conda/lib/python3.12/site-packages (from ipywidgets) (5.14.3)\n",
+      "Requirement already satisfied: widgetsnbextension~=4.0.12 in /opt/conda/lib/python3.12/site-packages (from ipywidgets) (4.0.13)\n",
+      "Requirement already satisfied: jupyterlab_widgets~=3.0.12 in /opt/conda/lib/python3.12/site-packages (from ipywidgets) (3.0.13)\n",
+      "Requirement already satisfied: bcrypt>=3.2 in /opt/conda/lib/python3.12/site-packages (from paramiko) (4.3.0)\n",
+      "Requirement already satisfied: pynacl>=1.5 in /opt/conda/lib/python3.12/site-packages (from paramiko) (1.5.0)\n",
+      "Requirement already satisfied: autopage>=0.4.0 in /opt/conda/lib/python3.12/site-packages (from cliff>=3.5.0->python-openstackclient) (0.5.2)\n",
+      "Requirement already satisfied: cmd2>=1.0.0 in /opt/conda/lib/python3.12/site-packages (from cliff>=3.5.0->python-openstackclient) (2.5.11)\n",
+      "Requirement already satisfied: PrettyTable>=0.7.2 in /opt/conda/lib/python3.12/site-packages (from cliff>=3.5.0->python-openstackclient) (3.16.0)\n",
+      "Requirement already satisfied: PyYAML>=3.12 in /opt/conda/lib/python3.12/site-packages (from cliff>=3.5.0->python-openstackclient) (6.0.2)\n",
+      "Requirement already satisfied: cffi>=1.12 in /opt/conda/lib/python3.12/site-packages (from cryptography>=2.7->python-openstackclient) (1.17.1)\n",
+      "Requirement already satisfied: wrapt>=1.7.0 in /opt/conda/lib/python3.12/site-packages (from debtcollector>=1.2.0->python-keystoneclient) (1.17.2)\n",
+      "Requirement already satisfied: decorator in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (5.1.1)\n",
+      "Requirement already satisfied: jedi>=0.16 in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.2)\n",
+      "Requirement already satisfied: matplotlib-inline in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.1.7)\n",
+      "Requirement already satisfied: pexpect>4.3 in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (4.9.0)\n",
+      "Requirement already satisfied: prompt_toolkit<3.1.0,>=3.0.41 in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (3.0.48)\n",
+      "Requirement already satisfied: pygments>=2.4.0 in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (2.18.0)\n",
+      "Requirement already satisfied: stack_data in /opt/conda/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.3)\n",
+      "Requirement already satisfied: os-service-types>=1.2.0 in /opt/conda/lib/python3.12/site-packages (from keystoneauth1>=3.4.0->python-keystoneclient) (1.7.0)\n",
+      "Requirement already satisfied: typing-extensions>=4.12 in /opt/conda/lib/python3.12/site-packages (from keystoneauth1>=3.4.0->python-keystoneclient) (4.12.2)\n",
+      "Requirement already satisfied: dogpile.cache>=0.6.5 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (1.3.4)\n",
+      "Requirement already satisfied: jmespath>=0.9.0 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (1.0.1)\n",
+      "Requirement already satisfied: jsonpatch!=1.20,>=1.16 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (1.33)\n",
+      "Requirement already satisfied: platformdirs>=3 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (4.3.6)\n",
+      "Requirement already satisfied: psutil>=3.2.2 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (5.9.8)\n",
+      "Requirement already satisfied: requestsexceptions>=1.2.0 in /opt/conda/lib/python3.12/site-packages (from openstacksdk>=3.3.0->python-openstackclient) (1.4.0)\n",
+      "Requirement already satisfied: netaddr>=0.7.18 in /opt/conda/lib/python3.12/site-packages (from oslo.config>=5.2.0->python-keystoneclient) (1.3.0)\n",
+      "Requirement already satisfied: rfc3986>=1.2.0 in /opt/conda/lib/python3.12/site-packages (from oslo.config>=5.2.0->python-keystoneclient) (2.0.0)\n",
+      "Requirement already satisfied: msgpack>=0.5.2 in /opt/conda/lib/python3.12/site-packages (from oslo.serialization>=2.18.0->python-keystoneclient) (1.1.0)\n",
+      "Requirement already satisfied: tzdata>=2022.4 in /opt/conda/lib/python3.12/site-packages (from oslo.serialization>=2.18.0->python-keystoneclient) (2024.2)\n",
+      "Requirement already satisfied: pyparsing>=2.1.0 in /opt/conda/lib/python3.12/site-packages (from oslo.utils>=3.33.0->python-keystoneclient) (3.2.0)\n",
+      "Requirement already satisfied: setuptools in /opt/conda/lib/python3.12/site-packages (from pbr!=2.1.0,>=2.0.0->python-openstackclient) (75.6.0)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in /opt/conda/lib/python3.12/site-packages (from requests>=2.27.0->python-openstackclient) (3.4.0)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.12/site-packages (from requests>=2.27.0->python-openstackclient) (3.10)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.12/site-packages (from requests>=2.27.0->python-openstackclient) (2.3.0)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.12/site-packages (from requests>=2.27.0->python-openstackclient) (2024.12.14)\n",
+      "Requirement already satisfied: pycparser in /opt/conda/lib/python3.12/site-packages (from cffi>=1.12->cryptography>=2.7->python-openstackclient) (2.22)\n",
+      "Requirement already satisfied: pyperclip>=1.8 in /opt/conda/lib/python3.12/site-packages (from cmd2>=1.0.0->cliff>=3.5.0->python-openstackclient) (1.9.0)\n",
+      "Requirement already satisfied: wcwidth>=0.2.10 in /opt/conda/lib/python3.12/site-packages (from cmd2>=1.0.0->cliff>=3.5.0->python-openstackclient) (0.2.13)\n",
+      "Requirement already satisfied: parso<0.9.0,>=0.8.4 in /opt/conda/lib/python3.12/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.4)\n",
+      "Requirement already satisfied: jsonpointer>=1.9 in /opt/conda/lib/python3.12/site-packages (from jsonpatch!=1.20,>=1.16->openstacksdk>=3.3.0->python-openstackclient) (3.0.0)\n",
+      "Requirement already satisfied: ptyprocess>=0.5 in /opt/conda/lib/python3.12/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\n",
+      "Requirement already satisfied: executing>=1.2.0 in /opt/conda/lib/python3.12/site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (2.1.0)\n",
+      "Requirement already satisfied: asttokens>=2.1.0 in /opt/conda/lib/python3.12/site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (3.0.0)\n",
+      "Requirement already satisfied: pure_eval in /opt/conda/lib/python3.12/site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (0.2.3)\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install python-openstackclient python-keystoneclient ipywidgets paramiko"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "c3718348-c7df-44d3-9811-66b7fa7ec7fb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "import paramiko\n",
+    "import yaml\n",
+    "from keystoneauth1.session import Session\n",
+    "from keystoneauth1.identity.v3.oidc import OidcAccessToken\n",
+    "from keystoneauth1.identity.v3.application_credential import ApplicationCredential\n",
+    "from keystoneclient.v3.client import Client\n",
+    "from openstack.connection import Connection\n",
+    "import ipywidgets as widgets\n",
+    "import base64\n",
+    "import time\n",
+    "from IPython.display import display, clear_output, Markdown\n",
+    "from openstack.exceptions import ResourceNotFound, SDKException"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "02aedafa-9276-4350-b60c-53fe216514c9",
+   "metadata": {},
+   "source": [
+    "# πŸ” Connect to OpenStack\n",
+    "## Set up OpenStack session with OIDC token authentication\n",
+    "\n",
+    "To authenticate with OpenStack using OIDC (OpenID Connect), you'll need to provide the following parameters:\n",
+    "\n",
+    "- **`auth_url`**: The URL of the OpenStack authentication server.  \n",
+    "\n",
+    "- **`protocol`**: The protocol used for authentication, such as `openid`.\n",
+    "\n",
+    "- **`identity_provider`**: The name of the trusted external Identity Provider (IdP) that authenticates your identity.\n",
+    "\n",
+    "- **`access_token`**: The token you receive from the IdP after successfully logging in.  \n",
+    "  This token proves your identity to OpenStack.\n",
+    "\n",
+    "> βš™οΈ These parameters are used to initialize an authenticated session with OpenStack through the `openstack.connect()` function.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "5bc6fac0-c5fa-44a7-9d29-38ea5164e4bc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def load_access_token(token_file_path=\"/var/run/secrets/oidc/access_token\"):\n",
+    "    \"\"\"Reads access token from specified file\"\"\"\n",
+    "    try:\n",
+    "        return open(token_file_path, \"r\").read()\n",
+    "    except IOError:\n",
+    "        print(\"Reading from access token file failed.\", file=sys.stderr)\n",
+    "\n",
+    "cloud_creds = OidcAccessToken(auth_url=\"https://api.cloud.psnc.pl:5000/v3/\",\n",
+    "                              identity_provider=\"aai.open-science-cloud.ec.europa.eu\",\n",
+    "                              protocol=\"openid\",\n",
+    "                              access_token=load_access_token()\n",
+    "                             )\n",
+    "\n",
+    "cloud_session = Session(auth=cloud_creds)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c27a6b45-cd62-446c-bccf-9cba425e54ab",
+   "metadata": {},
+   "source": [
+    "## OpenStack Keystone Client\n",
+    "\n",
+    "The Keystone client is used to interact with OpenStack's identity service and enables to:\n",
+    "\n",
+    "- Access OpenStack components not exposed in the primary API.\n",
+    "- Retrieve detailed information about your projects"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b871dc55-172a-43da-81d7-b7fa796a7c2c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get list of accessible projects\n",
+    "keystone_client = Client(session=cloud_session)\n",
+    "my_projects = keystone_client.auth.projects()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "9a58d8c5-7dcd-4549-9b10-0456ccd66b30",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "## Scope to one of your projects you are entitled to access"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "90ef16930f794a71812097ee87883176",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Dropdown(description='Project:', layout=Layout(width='50%'), options=(('pp-0192f702-2833-4ab5-8c44-79f92eb323d…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "43118c111a1740f7898f72861426f2ca",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Button(button_style='success', description='Connect to project', style=ButtonStyle())"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "1cd77110d36042578de07d7469959646",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "clear_output(wait=True)  # Clear previous output first\n",
+    "display(Markdown(\"## Scope to one of your projects you are entitled to access\"))\n",
+    "\n",
+    "project_dropdown = widgets.Dropdown(\n",
+    "    options=[(project.name, idx) for idx, project in enumerate(my_projects)],\n",
+    "    description=\"Project:\",\n",
+    "    layout=widgets.Layout(width='50%')\n",
+    ")\n",
+    "connect_button = widgets.Button(description=\"Connect to project\", button_style=\"success\")\n",
+    "output = widgets.Output()\n",
+    "\n",
+    "def on_connect_clicked(b):\n",
+    "    with output:\n",
+    "        clear_output()\n",
+    "        idx = project_dropdown.value\n",
+    "        selected_project = my_projects[idx]\n",
+    "        print(f\"πŸ”Œ Connecting to project: {selected_project.name} (ID: {selected_project.id}, Domain: {selected_project.domain_id})\")\n",
+    "        scoped_cloud_creds = OidcAccessToken(\n",
+    "            auth_url=\"https://api.cloud.psnc.pl:5000/v3/\",\n",
+    "            identity_provider=\"aai.open-science-cloud.ec.europa.eu\",\n",
+    "            protocol=\"openid\",\n",
+    "            project_id=selected_project.id,\n",
+    "            project_domain_id=selected_project.domain_id,\n",
+    "            access_token=load_access_token()\n",
+    "        )\n",
+    "        global scoped_cloud_session, scoped_openstack_connection\n",
+    "        scoped_cloud_session = Session(auth=scoped_cloud_creds)\n",
+    "        scoped_openstack_connection = Connection(session=scoped_cloud_session)\n",
+    "        print(\"βœ… Connection established successfully!\")\n",
+    "\n",
+    "connect_button._click_handlers.callbacks.clear()\n",
+    "connect_button.on_click(on_connect_clicked)\n",
+    "display(project_dropdown, connect_button, output)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "7c50e961-b797-4e1c-a91b-e44487324c0c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Your current project id:  db6b4eb2d6fe454191e8d39b088564cd\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Your current project id: \", scoped_openstack_connection.current_project_id) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5a8c4205-e524-44ca-96fb-d7577bc74d90",
+   "metadata": {},
+   "source": [
+    "# Starting up your own VM\n",
+    "## πŸ—οΈ Create an SSH Key Pair for VM Access\n",
+    "\n",
+    "- If you already have a key, skip this step and provide the key name in the `create_server()` method.\n",
+    "- You can:\n",
+    "  - Upload your **own** public key using `public_key=\"ssh-rsa ...\"`  \n",
+    "  - Or let **OpenStack generate one** for you (as we’ll do below).\n",
+    "- Remember to save the private key securely! \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "5e4b3a58-687b-471f-8c7f-a6db86bde820",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Private key saved to key.pem\n",
+      "Public key saved to key.pub\n"
+     ]
+    }
+   ],
+   "source": [
+    "key_name = \"key\"\n",
+    "new_keypair = scoped_openstack_connection.create_keypair(key_name)\n",
+    "#Generating key-pair using existing public key\n",
+    "#scoped_openstack_connection.create_keypair(\"mykey2\", public_key=\"ssh-rsa ....\")\n",
+    "\n",
+    "#If you let OpenStack generate your key-pair you will need to save your\n",
+    "#private and public keys for later use\n",
+    "with open(f\"{key_name}.pem\", \"w\") as priv_file:\n",
+    "    priv_file.write(new_keypair.private_key)\n",
+    "    print(f\"Private key saved to {key_name}.pem\")\n",
+    "\n",
+    "with open(f\"{key_name}.pub\", \"w\") as pub_file:\n",
+    "    pub_file.write(new_keypair.public_key)\n",
+    "    print(f\"Public key saved to {key_name}.pub\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "809ce42b-b70f-4dfb-82a9-cb505477663c",
+   "metadata": {},
+   "source": [
+    "## Create a Security Group for Your VM\n",
+    "\n",
+    "Before creating a virtual machine, it's important to define what kind of network traffic it should allow.  \n",
+    "This is done using **Security Groups** in OpenStack.\n",
+    "\n",
+    "In this example, we:\n",
+    "\n",
+    "- Create a new security group\n",
+    "- Allow incoming **SSH** (port 22) traffic to enable remote access\n",
+    "- Allow incoming **ICMP** traffic so the VM can be pinged\n",
+    "- Allow incoming **HTTP** (port 80) traffic for hosting web services\n",
+    "\n",
+    "_Note: OpenStack automatically allows all outgoing traffic (egress) from your VM._\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "aceddf23-baeb-4e86-8100-52beec7241a4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "βœ… Security group 'My VM Security Group' created and configured.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Create a new security group\n",
+    "new_security_group = scoped_openstack_connection.create_security_group(\n",
+    "    name=\"My VM Security Group\",\n",
+    "    description=\"Allows SSH, HTTP and ICMP traffic\"\n",
+    ")\n",
+    "\n",
+    "# Allow incoming SSH (port 22)\n",
+    "scoped_openstack_connection.create_security_group_rule(\n",
+    "    new_security_group.id,\n",
+    "    port_range_min=22,\n",
+    "    port_range_max=22,\n",
+    "    protocol=\"tcp\",\n",
+    "    direction=\"ingress\",\n",
+    "    description=\"Allow SSH\"\n",
+    ")\n",
+    "# Allow incoming HTTP (port 80)\n",
+    "scoped_openstack_connection.network.create_security_group_rule(\n",
+    "    security_group_id=new_security_group.id,\n",
+    "    port_range_min=80,\n",
+    "    port_range_max=80,\n",
+    "    protocol=\"tcp\",\n",
+    "    direction=\"ingress\",\n",
+    "    description=\"Allow HTTP\"\n",
+    ")\n",
+    "# Allow incoming ICMP (ping)\n",
+    "scoped_openstack_connection.create_security_group_rule(\n",
+    "    new_security_group.id,\n",
+    "    protocol=\"icmp\",\n",
+    "    direction=\"ingress\",\n",
+    "    description=\"Allow ICMP\"\n",
+    ")\n",
+    "\n",
+    "print(f\"βœ… Security group '{new_security_group.name}' created and configured.\")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "94a9ee51-c6d7-4c35-b969-5097bb777f1c",
+   "metadata": {},
+   "source": [
+    "## πŸ” Select Resources for Your VM\n",
+    "\n",
+    "Before launching a VM, you need to choose the following:\n",
+    "\n",
+    "- **Image (OS)**: The base operating system your VM will use.\n",
+    "- **Flavor (CPU/RAM/Disk)**: Determines how much compute power (vCPUs), memory (RAM), and disk your VM will have.  \n",
+    "  πŸ“– [Flavor details at PSNC](https://docs.cloud.psnc.pl/en/general/regions/bst-pl2-region/)\n",
+    "\n",
+    "- **Network**: The virtual public network the VM will connect to, including internal/external IP options.  \n",
+    "  πŸ“– [PSNC Network Design Overview](https://docs.psnc.pl/display/EOSCUserGuides/PSNC+Network+Design)\n",
+    "\n",
+    "> πŸ› οΈ Once selected, these options will be used to launch your VM using the OpenStack backend.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "5e29662e-1576-48f8-9ae2-f9e2be0ffc60",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "### Available Images"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "341b08877fcc44f7a71e223b2713cdf0",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Dropdown(description='Image:', layout=Layout(width='85%'), options=('Windows 10 Pro 22H2 (2023-05-31) (ID: c91…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Available Flavors"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a8ba85e215494b91a0b93a6e01128471",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Dropdown(description='Flavor:', layout=Layout(width='85%'), options=('C1-NET-16vCPU-32R (ID: c1-net-16-32)', '…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Available Networks"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3eefc30da3834df793223ad458b594a0",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Dropdown(description='Network:', layout=Layout(width='85%'), options=('PSNC-STORAGE-MANILA (ID: 25cb17dc-9645-…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def format_size_gb(size_bytes):\n",
+    "    return f\"{size_bytes / (1024 ** 3):.2f} GB\"\n",
+    "\n",
+    "def format_image_options(images):\n",
+    "    return [\n",
+    "        f\"{image.name} (ID: {image.id}, Size: {format_size_gb(image.size)})\"\n",
+    "        for image in images\n",
+    "    ]\n",
+    "\n",
+    "def format_generic_options(resources, label_attr='name', id_attr='id'):\n",
+    "    return [f\"{getattr(res, label_attr)} (ID: {getattr(res, id_attr)})\" for res in resources]\n",
+    "    \n",
+    "images = list(scoped_openstack_connection.compute.images())\n",
+    "flavors = list(scoped_openstack_connection.compute.flavors())\n",
+    "networks = list(scoped_openstack_connection.network.networks())\n",
+    "\n",
+    "display(Markdown(\"### Available Images\"))\n",
+    "image_dropdown = widgets.Dropdown(\n",
+    "    options=format_image_options(images),\n",
+    "    description='Image:',\n",
+    "    layout=widgets.Layout(width='85%')\n",
+    ")\n",
+    "display(image_dropdown)\n",
+    "\n",
+    "display(Markdown(\"### Available Flavors\"))\n",
+    "flavor_dropdown = widgets.Dropdown(\n",
+    "    options=format_generic_options(flavors),\n",
+    "    description='Flavor:',\n",
+    "    layout=widgets.Layout(width='85%')\n",
+    ")\n",
+    "display(flavor_dropdown)\n",
+    "\n",
+    "display(Markdown(\"### Available Networks\"))\n",
+    "network_dropdown = widgets.Dropdown(\n",
+    "    options=format_generic_options(networks),\n",
+    "    description='Network:',\n",
+    "    layout=widgets.Layout(width='85%')\n",
+    ")\n",
+    "display(network_dropdown)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "c10e65f1-1e6e-44f4-8e86-aa6e5452d10c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_selected_name(dropdown_value):\n",
+    "    return dropdown_value.split(\" (ID: \")[0]\n",
+    "def get_selected_id(dropdown_value):\n",
+    "    return dropdown_value.split(\" (ID: \")[1].split(\")\")[0]\n",
+    "selected_image = get_selected_name(image_dropdown.value)\n",
+    "selected_flavor = get_selected_name(flavor_dropdown.value)\n",
+    "selected_network = get_selected_name(network_dropdown.value)\n",
+    "selected_network_id = get_selected_id(network_dropdown.value)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "616210a6-a2f4-4732-bdbe-b37684d9dd74",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Selected configuration: PSNC-EXT-PUB1-EDU, M1-NVME-2vCPU-8R-50D and ubuntu-24.04-x86_64-server-cloudimg-20241105\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(f\"Selected configuration: {selected_network}, {selected_flavor} and {selected_image}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "92b4ca77-ecc9-44f0-8464-5548b604e518",
+   "metadata": {},
+   "source": [
+    "## 🌐 Set Up a Private Network Environment\n",
+    "You will also need to set up a **private network**, a **subnet**, and a **router** to manage traffic between your VMs and external networks. This process ensures that your VMs have both internal and external connectivity as required. \n",
+    "> Follow the steps below to configure your network:\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e91b0bbe-8561-4bbd-87f7-927e53c35f68",
+   "metadata": {},
+   "source": [
+    "<img src=\"figures/scheme.png\" alt=\"Network scheme\" width=\"400\" height=\"200\"/>\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c3b75537-fb1b-448d-ad03-d637abb68b11",
+   "metadata": {},
+   "source": [
+    "### Create Private Network"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "f9a37e64-ba85-43b3-b234-9ac09e743951",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating private network...\n",
+      "Created network: My private network (ID: fca7d4d2-4c2c-4a25-9ed8-9d65c9d0d52f)\n"
+     ]
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    print(\"Creating private network...\")\n",
+    "    network = scoped_openstack_connection.network.create_network(\n",
+    "        name=\"My private network\",\n",
+    "        admin_state_up=True,\n",
+    "        port_security_enabled=True\n",
+    "    )\n",
+    "    print(f\"Created network: {network.name} (ID: {network.id})\")\n",
+    "except SDKException as e:\n",
+    "    print(f\"Network creation failed: {e}\")\n",
+    "    raise"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cb79e628-f76c-442c-b7f0-72e4d74a98ac",
+   "metadata": {},
+   "source": [
+    "### Create Internal Network (subnet)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "6a36a9da-14fc-41be-92a7-6e4b140c1d47",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating subnet...\n",
+      "Created subnet: My internal network (ID: 7558ff73-1885-4707-aa2e-bf9dbdd0fa19)\n"
+     ]
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    print(\"Creating subnet...\")\n",
+    "    subnet = scoped_openstack_connection.network.create_subnet(\n",
+    "        network_id=network.id,\n",
+    "        name=\"My internal network\",\n",
+    "        ip_version=4,\n",
+    "        cidr=\"192.168.1.0/24\",\n",
+    "    )\n",
+    "    print(f\"Created subnet: {subnet.name} (ID: {subnet.id})\")\n",
+    "except SDKException as e:\n",
+    "    print(f\"Subnet creation failed: {e}\")\n",
+    "    raise\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b6c347fc-c1a2-433e-9b71-4e20f93b9ac9",
+   "metadata": {},
+   "source": [
+    "### Create Router and connect with network"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "1720eb87-7fb2-420b-bac4-2b9d8f5c0d31",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating router with external network: PSNC-EXT-PUB1-EDU\n",
+      "Created router: My router (ID: 57abc611-b306-458e-bb17-cbdc49cdf9fb)\n",
+      "Connected subnet My internal network to router My router\n"
+     ]
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    print(f\"Creating router with external network: {selected_network}\")\n",
+    "    router = scoped_openstack_connection.network.create_router(\n",
+    "        name=\"My router\",\n",
+    "        external_gateway_info={\"network_id\": selected_network_id}\n",
+    "    )\n",
+    "    print(f\"Created router: {router.name} (ID: {router.id})\")\n",
+    "\n",
+    "    # Connect private subnet to router\n",
+    "    scoped_openstack_connection.network.add_interface_to_router(\n",
+    "        router.id,\n",
+    "        subnet_id=subnet.id\n",
+    "    )\n",
+    "    print(f\"Connected subnet {subnet.name} to router {router.name}\")\n",
+    "except SDKException as e:\n",
+    "    print(f\"Router setup failed: {e}\")\n",
+    "    raise"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3d1ab4c3-f811-459a-917b-4664f01253f7",
+   "metadata": {},
+   "source": [
+    "![Network Topology](figures/network_topology.png)\n",
+    "> **Diagram**: OpenStack networking setup β€” private network connected with the external public network (e.g., `PSNC-EXT-PUB1-EDU`) by router.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7483a3d0-7894-46f6-b202-128ff92b7276",
+   "metadata": {},
+   "source": [
+    "## πŸš€ Launch VM"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "4cd699a0-ddd6-4356-b828-95673e15e405",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# VM parameters\n",
+    "new_volume = scoped_openstack_connection.create_volume(10)\n",
+    "vm_name = \"new_vm\"\n",
+    "server = scoped_openstack_connection.create_server(\n",
+    "    name=vm_name,\n",
+    "    image=selected_image,\n",
+    "    flavor=selected_flavor,\n",
+    "    network=network,  # Use new private network\n",
+    "    key_name=\"key\",\n",
+    "    volumes=[new_volume],\n",
+    "    security_groups=[new_security_group.name]\n",
+    ")\n",
+    "# Waiting until all is ready\n",
+    "time.sleep(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "47ac6e4e-ee8d-413b-a7bf-a7f1562d01e7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Refreshing VM object to get the current state\n",
+    "new_vm = scoped_openstack_connection.compute.find_server(server.id)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eeae3963-20cf-4283-a40c-c6ab54ebea7d",
+   "metadata": {},
+   "source": [
+    "### Configure floating IP associated with the VM for an external access"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "b61224ce-446d-42f7-b3d6-12e204ef26b5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "new_fip = scoped_openstack_connection.create_floating_ip(network=selected_network)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "d547d657-15d5-4c9f-86f8-2ffd6f2f3466",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Floating IP: 62.3.174.55\n"
+     ]
+    }
+   ],
+   "source": [
+    "floating_ip_address = new_fip.floating_ip_address\n",
+    "print(f\"Floating IP: {floating_ip_address}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "99447853-3a5e-445d-a690-8e034ef6156a",
+   "metadata": {},
+   "source": [
+    "> Next step is to add new FIP to new VM to get access through SSH."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "8b06239e-fae7-464e-a887-5ce9c36b124c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "openstack.compute.v2.server.Server(id=63542c19-0751-4b99-a42d-3d5cc22bb1a6, name=new_vm, status=BUILD, tenant_id=db6b4eb2d6fe454191e8d39b088564cd, user_id=0814e963545daece81ed1e1bda7b90ca33b58889e97e843aeb29ac634d15ae84, metadata={}, hostId=d54760d94ecc699c04cb77d71fa37050d12057e3460d7661477b5bf8, image={'id': '7816da3d-cc63-4f01-bc2a-832bf2391eb8', 'links': [{'rel': 'bookmark', 'href': 'https://claudius.cloud.psnc.pl:8774/images/7816da3d-cc63-4f01-bc2a-832bf2391eb8'}]}, flavor={'vcpus': 2, 'ram': 8192, 'disk': 50, 'ephemeral': 0, 'swap': 0, 'original_name': 'M1-NVME-2vCPU-8R-50D', 'extra_specs': {'aggregate_instance_extra_specs:nvme': 'general-purpose', 'quota:disk_read_bytes_sec': '524288000', 'quota:disk_read_iops_sec': '50000', 'quota:disk_write_bytes_sec': '524288000', 'quota:disk_write_iops_sec': '10000'}}, created=2025-04-14T08:26:48Z, updated=2025-04-14T08:26:52Z, addresses={}, accessIPv4=, accessIPv6=, links=[{'rel': 'self', 'href': 'https://claudius.cloud.psnc.pl:8774/v2.1/servers/63542c19-0751-4b99-a42d-3d5cc22bb1a6'}, {'rel': 'bookmark', 'href': 'https://claudius.cloud.psnc.pl:8774/servers/63542c19-0751-4b99-a42d-3d5cc22bb1a6'}], OS-DCF:diskConfig=MANUAL, progress=0, OS-EXT-AZ:availability_zone=BST0K10, pinned_availability_zone=BST0K10, config_drive=, key_name=key, OS-SRV-USG:launched_at=None, OS-SRV-USG:terminated_at=None, security_groups=[{'name': 'My VM Security Group'}], OS-EXT-STS:task_state=spawning, OS-EXT-STS:vm_state=building, OS-EXT-STS:power_state=0, os-extended-volumes:volumes_attached=[{'id': '6395a1f4-644e-4a6a-9d98-7892dba997b0', 'delete_on_termination': False}], locked=False, locked_reason=None, description=None, tags=[], trusted_image_certificates=None, OS-EXT-SRV-ATTR:hostname=new-vm, server_groups=[], location=Munch({'cloud': 'api.cloud.psnc.pl', 'region_name': None, 'zone': 'BST0K10', 'project': Munch({'id': 'db6b4eb2d6fe454191e8d39b088564cd', 'name': None, 'domain_id': None, 'domain_name': None})}))"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# add_ip_list requires actual address string\n",
+    "# or list of strings of address\n",
+    "scoped_openstack_connection.add_ip_list(new_vm, new_fip.floating_ip_address)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9ac6fe06-da82-493b-a0ba-e6a4fd898a18",
+   "metadata": {},
+   "source": [
+    "![Network Topology](figures/network_topology_vm.png)\n",
+    "> **Diagram**: After successful launching of VM, our network topology is extended with new created instance\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ffd09a73-4a84-440e-8e8c-117b6b4163fc",
+   "metadata": {},
+   "source": [
+    "### πŸ”Œ Connect to Your VM via SSH and configure web page\n",
+    "- Run a **cloud-init-like** script to:\n",
+    "  - Update system packages\n",
+    "  - Install **NGINX**\n",
+    "  - Set up a simple homepage"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "43fbe01e-163a-44b1-ba1d-e7589562a918",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting to VM at 62.3.174.55...\n",
+      "Try accessing: http://62.3.174.55\n",
+      "Access VM via ssh: ssh -i mykey.pem ubuntu@62.3.174.55\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(f\"Connecting to VM at {floating_ip_address}...\")\n",
+    "ssh = paramiko.SSHClient()\n",
+    "ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())\n",
+    "try:\n",
+    "    ssh.connect(\n",
+    "        hostname=floating_ip_address,\n",
+    "        username=\"ubuntu\",\n",
+    "        key_filename=\"key.pem\"  # \"/path/to/mykey.pem\"\n",
+    "    )\n",
+    "    cloud_init_script = \"\"\"\n",
+    "    sudo apt-get update\n",
+    "    sudo apt-get upgrade -y\n",
+    "    sudo apt-get install -y nginx\n",
+    "    sudo bash -c \"echo 'Hello from my VM' > /var/www/html/index.html\"\n",
+    "    \"\"\"\n",
+    "    ssh.exec_command(cloud_init_script)\n",
+    "    ssh.close()\n",
+    "except Exception as e:\n",
+    "    print(f\"SSH failed: {e}\")\n",
+    "    raise\n",
+    "\n",
+    "print(f\"Try accessing: http://{floating_ip_address}\")\n",
+    "print(f\"Access VM via ssh: ssh -i mykey.pem ubuntu@{floating_ip_address}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2e5e5e46-791d-406a-9f6f-be3d0c234b0d",
+   "metadata": {},
+   "source": [
+    "> It will take some time for script to finish, so the provided link will not be accessible instantly"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "dd588470-3fc1-4b41-9bba-c929743fa9c9",
+   "metadata": {},
+   "source": [
+    "# Finish session"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "89a921c0-8591-447a-b08a-ade26b7256ab",
+   "metadata": {},
+   "source": [
+    "## Detach floating IP from current server"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "3cf9a669-0dba-42aa-be26-e9f804c35e48",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "scoped_openstack_connection.detach_ip_from_server(new_vm, new_fip.id)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "29e3db6c-5b15-4b32-ad7b-8356436733e7",
+   "metadata": {},
+   "source": [
+    "## Backup your attached volume"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "95feded0-22be-464c-876e-39f1015a773e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "openstack.block_storage.v3.backup.Backup(name=My Backup, volume_id=6395a1f4-644e-4a6a-9d98-7892dba997b0, description=None, force=True, is_incremental=False, snapshot_id=None, id=65fa853d-9dfd-4b67-85e8-c4e333a3107c, links=[{'rel': 'self', 'href': 'https://claudius.cloud.psnc.pl:8776/v3/db6b4eb2d6fe454191e8d39b088564cd/backups/65fa853d-9dfd-4b67-85e8-c4e333a3107c'}, {'rel': 'bookmark', 'href': 'https://claudius.cloud.psnc.pl:8776/db6b4eb2d6fe454191e8d39b088564cd/backups/65fa853d-9dfd-4b67-85e8-c4e333a3107c'}], status=available, size=10, object_count=205, availability_zone=BST, container=cinder-backup-s3-claudius, created_at=2025-04-14T08:45:35.000000, updated_at=2025-04-14T08:47:24.000000, fail_reason=None, has_dependent_backups=False, data_timestamp=2025-04-14T08:45:35.000000, metadata={}, location=Munch({'cloud': 'api.cloud.psnc.pl', 'region_name': None, 'zone': 'BST', 'project': Munch({'id': 'db6b4eb2d6fe454191e8d39b088564cd', 'name': None, 'domain_id': None, 'domain_name': None})}))"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "attached_volume = new_vm.attached_volumes[0]\n",
+    "# OpenStack recommends to suspend VM and then backup volume.\n",
+    "# You can use `force` parameter to bypass it.\n",
+    "scoped_openstack_connection.create_volume_backup(attached_volume.id, name=\"My Backup\", force=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "878db2a7-dbd3-41c8-b629-6ca2954381c6",
+   "metadata": {},
+   "source": [
+    "## Release allocated resources"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "301cbef1-ec92-439f-8f2d-fca92e2c33a9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "scoped_openstack_connection.delete_server(new_vm.id)\n",
+    "scoped_openstack_connection.delete_floating_ip(new_fip)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "dc283305-7e0e-4967-84e9-d1573b45136e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# If you do not wish to use generated key-pair anymore\n",
+    "# you can simply delete it\n",
+    "scoped_openstack_connection.delete_keypair(\"mykey\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
-- 
GitLab