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| Original file line number | Diff line number | Diff line change |
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| --- | ||
| layout: post | ||
| title: a post with jupyter notebook | ||
| date: 2023-07-04 08:57:00-0400 | ||
| description: an example of a blog post with jupyter notebook | ||
| tags: formatting jupyter | ||
| categories: sample-posts | ||
| giscus_comments: true | ||
| related_posts: false | ||
| --- | ||
|
|
||
| To include a jupyter notebook in a post, you can use the following code: | ||
|
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| {% raw %} | ||
|
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| ```liquid | ||
| {::nomarkdown} | ||
| {% assign jupyter_path = 'assets/jupyter/blog.ipynb' | relative_url %} | ||
| {% capture notebook_exists %}{% file_exists assets/jupyter/blog.ipynb %}{% endcapture %} | ||
| {% if notebook_exists == 'true' %} | ||
| {% jupyter_notebook jupyter_path %} | ||
| {% else %} | ||
| <p>Sorry, the notebook you are looking for does not exist.</p> | ||
| {% endif %} | ||
| {:/nomarkdown} | ||
| ``` | ||
|
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| {% endraw %} | ||
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| Let's break it down: this is possible thanks to [Jekyll Jupyter Notebook plugin](https://github.com/red-data-tools/jekyll-jupyter-notebook) that allows you to embed jupyter notebooks in your posts. It basically calls [`jupyter nbconvert --to html`](https://nbconvert.readthedocs.io/en/latest/usage.html#convert-html) to convert the notebook to an html page and then includes it in the post. Since [Kramdown](https://jekyllrb.com/docs/configuration/markdown/) is the default Markdown renderer for Jekyll, we need to surround the call to the plugin with the [::nomarkdown](https://kramdown.gettalong.org/syntax.html#extensions) tag so that it stops processing this part with Kramdown and outputs the content as-is. | ||
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| The plugin takes as input the path to the notebook, but it assumes the file exists. If you want to check if the file exists before calling the plugin, you can use the `file_exists` filter. This avoids getting a 404 error from the plugin and ending up displaying the main page inside of it instead. If the file does not exist, you can output a message to the user. The code displayed above outputs the following: | ||
|
|
||
| {::nomarkdown} | ||
| {% assign jupyter_path = "assets/jupyter/blog.ipynb" | relative_url %} | ||
| {% capture notebook_exists %}{% file_exists assets/jupyter/blog.ipynb %}{% endcapture %} | ||
| {% if notebook_exists == "true" %} | ||
| {% jupyter_notebook jupyter_path %} | ||
| {% else %} | ||
|
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||
| <p>Sorry, the notebook you are looking for does not exist.</p> | ||
| {% endif %} | ||
| {:/nomarkdown} | ||
|
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||
| Note that the jupyter notebook supports both light and dark themes. |
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| Original file line number | Diff line number | Diff line change |
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "# Load JSON FILE" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 4, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "import os\n", | ||
| "import json\n", | ||
| "import pandas as pd" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 8, | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/html": [ | ||
| "<div>\n", | ||
| "<style scoped>\n", | ||
| " .dataframe tbody tr th:only-of-type {\n", | ||
| " vertical-align: middle;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe tbody tr th {\n", | ||
| " vertical-align: top;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe thead th {\n", | ||
| " text-align: right;\n", | ||
| " }\n", | ||
| "</style>\n", | ||
| "<table border=\"1\" class=\"dataframe\">\n", | ||
| " <thead>\n", | ||
| " <tr style=\"text-align: right;\">\n", | ||
| " <th></th>\n", | ||
| " <th>date</th>\n", | ||
| " <th>title</th>\n", | ||
| " <th>author</th>\n", | ||
| " <th>link</th>\n", | ||
| " <th>abstract</th>\n", | ||
| " </tr>\n", | ||
| " </thead>\n", | ||
| " <tbody>\n", | ||
| " <tr>\n", | ||
| " <th>0</th>\n", | ||
| " <td>2014-12-30</td>\n", | ||
| " <td>Detecting Malicious Code by Exploiting Depende...</td>\n", | ||
| " <td>Stavros D. Nikolopoulos, and Iosif Polenakis</td>\n", | ||
| " <td>http://arxiv.org/abs/1412.8712v1</td>\n", | ||
| " <td>In this paper we present an elaborated graph-b...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>1</th>\n", | ||
| " <td>2014-12-30</td>\n", | ||
| " <td>Percolation Model of Insider Threats to Assess...</td>\n", | ||
| " <td>Jeremy Kepner, Vijay Gadepally, and Pete Micha...</td>\n", | ||
| " <td>http://arxiv.org/abs/1412.8699v1</td>\n", | ||
| " <td>Rules, regulations, and policies are the basis...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>2</th>\n", | ||
| " <td>2014-12-29</td>\n", | ||
| " <td>Bloom Filters in Adversarial Environments</td>\n", | ||
| " <td>Moni Naor, and Eylon Yogev</td>\n", | ||
| " <td>http://arxiv.org/abs/1412.8356v5</td>\n", | ||
| " <td>Many efficient data structures use randomness,...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>3</th>\n", | ||
| " <td>2014-12-27</td>\n", | ||
| " <td>Attacks exploiting deviation of mean photon nu...</td>\n", | ||
| " <td>Shihan Sajeed, Igor Radchenko, Sarah Kaiser, J...</td>\n", | ||
| " <td>http://arxiv.org/abs/1412.8032v2</td>\n", | ||
| " <td>The security of quantum communication using a ...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>4</th>\n", | ||
| " <td>2014-12-24</td>\n", | ||
| " <td>Balancing Isolation and Sharing of Data for Th...</td>\n", | ||
| " <td>Florian Schröder, Raphael M. Reischuk, and Joh...</td>\n", | ||
| " <td>http://arxiv.org/abs/1412.7641v2</td>\n", | ||
| " <td>In the landscape of application ecosystems, to...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>...</th>\n", | ||
| " <td>...</td>\n", | ||
| " <td>...</td>\n", | ||
| " <td>...</td>\n", | ||
| " <td>...</td>\n", | ||
| " <td>...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>196</th>\n", | ||
| " <td>2014-01-15</td>\n", | ||
| " <td>Multipath Private Communication: An Informatio...</td>\n", | ||
| " <td>Hadi Ahmadi, and Reihaneh Safavi-Naini</td>\n", | ||
| " <td>http://arxiv.org/abs/1401.3659v1</td>\n", | ||
| " <td>Sending private messages over communication en...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>197</th>\n", | ||
| " <td>2014-01-15</td>\n", | ||
| " <td>Intelligent Systems for Information Security</td>\n", | ||
| " <td>Ayman M. Bahaa-Eldin</td>\n", | ||
| " <td>http://arxiv.org/abs/1401.3592v1</td>\n", | ||
| " <td>This thesis aims to use intelligent systems to...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>198</th>\n", | ||
| " <td>2014-01-13</td>\n", | ||
| " <td>A reduced semantics for deciding trace equival...</td>\n", | ||
| " <td>David Baelde, Stéphanie Delaune, and Lucca Hir...</td>\n", | ||
| " <td>http://arxiv.org/abs/1401.2854v2</td>\n", | ||
| " <td>Many privacy-type properties of security proto...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>199</th>\n", | ||
| " <td>2014-01-12</td>\n", | ||
| " <td>Practical and fast quantum random number gener...</td>\n", | ||
| " <td>You-Qi Nie, Hong-Fei Zhang, Zhen Zhang, Jian W...</td>\n", | ||
| " <td>http://arxiv.org/abs/1401.2594v1</td>\n", | ||
| " <td>We present a practical high-speed quantum rand...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>200</th>\n", | ||
| " <td>2014-01-06</td>\n", | ||
| " <td>Power Grid Defense Against Malicious Cascading...</td>\n", | ||
| " <td>Paulo Shakarian, Hansheng Lei, and Roy Lindelauf</td>\n", | ||
| " <td>http://arxiv.org/abs/1401.1086v1</td>\n", | ||
| " <td>An adversary looking to disrupt a power grid m...</td>\n", | ||
| " </tr>\n", | ||
| " </tbody>\n", | ||
| "</table>\n", | ||
| "<p>201 rows × 5 columns</p>\n", | ||
| "</div>" | ||
| ], | ||
| "text/plain": [ | ||
| " date title \\\n", | ||
| "0 2014-12-30 Detecting Malicious Code by Exploiting Depende... \n", | ||
| "1 2014-12-30 Percolation Model of Insider Threats to Assess... \n", | ||
| "2 2014-12-29 Bloom Filters in Adversarial Environments \n", | ||
| "3 2014-12-27 Attacks exploiting deviation of mean photon nu... \n", | ||
| "4 2014-12-24 Balancing Isolation and Sharing of Data for Th... \n", | ||
| ".. ... ... \n", | ||
| "196 2014-01-15 Multipath Private Communication: An Informatio... \n", | ||
| "197 2014-01-15 Intelligent Systems for Information Security \n", | ||
| "198 2014-01-13 A reduced semantics for deciding trace equival... \n", | ||
| "199 2014-01-12 Practical and fast quantum random number gener... \n", | ||
| "200 2014-01-06 Power Grid Defense Against Malicious Cascading... \n", | ||
| "\n", | ||
| " author \\\n", | ||
| "0 Stavros D. Nikolopoulos, and Iosif Polenakis \n", | ||
| "1 Jeremy Kepner, Vijay Gadepally, and Pete Micha... \n", | ||
| "2 Moni Naor, and Eylon Yogev \n", | ||
| "3 Shihan Sajeed, Igor Radchenko, Sarah Kaiser, J... \n", | ||
| "4 Florian Schröder, Raphael M. Reischuk, and Joh... \n", | ||
| ".. ... \n", | ||
| "196 Hadi Ahmadi, and Reihaneh Safavi-Naini \n", | ||
| "197 Ayman M. Bahaa-Eldin \n", | ||
| "198 David Baelde, Stéphanie Delaune, and Lucca Hir... \n", | ||
| "199 You-Qi Nie, Hong-Fei Zhang, Zhen Zhang, Jian W... \n", | ||
| "200 Paulo Shakarian, Hansheng Lei, and Roy Lindelauf \n", | ||
| "\n", | ||
| " link \\\n", | ||
| "0 http://arxiv.org/abs/1412.8712v1 \n", | ||
| "1 http://arxiv.org/abs/1412.8699v1 \n", | ||
| "2 http://arxiv.org/abs/1412.8356v5 \n", | ||
| "3 http://arxiv.org/abs/1412.8032v2 \n", | ||
| "4 http://arxiv.org/abs/1412.7641v2 \n", | ||
| ".. ... \n", | ||
| "196 http://arxiv.org/abs/1401.3659v1 \n", | ||
| "197 http://arxiv.org/abs/1401.3592v1 \n", | ||
| "198 http://arxiv.org/abs/1401.2854v2 \n", | ||
| "199 http://arxiv.org/abs/1401.2594v1 \n", | ||
| "200 http://arxiv.org/abs/1401.1086v1 \n", | ||
| "\n", | ||
| " abstract \n", | ||
| "0 In this paper we present an elaborated graph-b... \n", | ||
| "1 Rules, regulations, and policies are the basis... \n", | ||
| "2 Many efficient data structures use randomness,... \n", | ||
| "3 The security of quantum communication using a ... \n", | ||
| "4 In the landscape of application ecosystems, to... \n", | ||
| ".. ... \n", | ||
| "196 Sending private messages over communication en... \n", | ||
| "197 This thesis aims to use intelligent systems to... \n", | ||
| "198 Many privacy-type properties of security proto... \n", | ||
| "199 We present a practical high-speed quantum rand... \n", | ||
| "200 An adversary looking to disrupt a power grid m... \n", | ||
| "\n", | ||
| "[201 rows x 5 columns]" | ||
| ] | ||
| }, | ||
| "execution_count": 8, | ||
| "metadata": {}, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "file_path = \"../json/model_stealing_papers.json\"\n", | ||
| "df = pd.read_json(file_path)\n", | ||
| "df" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "p310", | ||
| "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": "3.10.11" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 2 | ||
| } |
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