Gizzy Berry

Gizzy Berry

1601952223

Converting Jupyter Notebooks into Blog Posts with Gatsby

You can convert Jupyter Notebooks into HTML documents to easily host and share on the web. See how to automate the process with Gatsby.

Everyone acquainted with data science knows that Jupyter Notebooks are the way to go. They easily allow you to mix Markdown with actual code, creating a lively environment for research and learning. Code becomes user-friendly and nicely formatted — write about it and generate dynamic charts, tables, and images on the go.

Writing Notebooks is so good that it is only natural to imagine that you might want to share them on the internet. Surely, you can host it in GitHub or even in Google Colab, but that will require a running kernel, and it’s definitely not as friendly as a good ol’ webpage.

Before we go any further, it’s important to understand that a Jupyter Notebook is nothing more than a collection of JSON objects containing inputs, outputs, and tons of metadata. It then constructs the outputs and can easily be converted into different formats (such as HTML).

Knowing that Notebooks can become an HTML document is all we need — what remains is finding a way to automate this process so a .ipynb file can become a static page on the internet. My solution to this problem is to use GatsbyJS — notably, one of the best static site generators out there, if not the single best.

Gatsby easily sources data from different formats — JSON, Markdown, YAML, you name it — and statically generate webpages that you can host on the world wide web. The final piece then becomes: instead of transforming Markdown into a post, do the same with a .ipynb file. The goal of this post is to walk you through this process.

Technical challenges

A quick search on the web will show you gatsby-transformer-ipynb. Basically, this is a Gatsby plugin that is able to parse the Notebook file in a way that we can access it later in our GraphQL queries. It’s almost too good to be true!

And, in fact, it is. The hard work was done by the fine folks of nteract. However, the plugin hasn’t been maintained in a while, and things don’t simply work out of the box — not to mention the lack of customization that one would expect from a plugin.

I’ll spare you the boring stuff, but after fussing around the dark corners of GitHub, and with significant help from this post by Specific Solutions, I managed to create my own fork of gatsby-transformer-ipynb, which solves my problems and will suffice for the purpose of this post.

Note, however, that I have no intention of become an active maintainer, and most of what I’ve done was solely to get what I need to work — use it at your own risk!

Enough with the preambles, let’s get to some code.

#gatsby #jupyter-notebooks #programming #developer #web-development

What is GEEK

Buddha Community

Converting Jupyter Notebooks into Blog Posts with Gatsby
Gizzy Berry

Gizzy Berry

1601952223

Converting Jupyter Notebooks into Blog Posts with Gatsby

You can convert Jupyter Notebooks into HTML documents to easily host and share on the web. See how to automate the process with Gatsby.

Everyone acquainted with data science knows that Jupyter Notebooks are the way to go. They easily allow you to mix Markdown with actual code, creating a lively environment for research and learning. Code becomes user-friendly and nicely formatted — write about it and generate dynamic charts, tables, and images on the go.

Writing Notebooks is so good that it is only natural to imagine that you might want to share them on the internet. Surely, you can host it in GitHub or even in Google Colab, but that will require a running kernel, and it’s definitely not as friendly as a good ol’ webpage.

Before we go any further, it’s important to understand that a Jupyter Notebook is nothing more than a collection of JSON objects containing inputs, outputs, and tons of metadata. It then constructs the outputs and can easily be converted into different formats (such as HTML).

Knowing that Notebooks can become an HTML document is all we need — what remains is finding a way to automate this process so a .ipynb file can become a static page on the internet. My solution to this problem is to use GatsbyJS — notably, one of the best static site generators out there, if not the single best.

Gatsby easily sources data from different formats — JSON, Markdown, YAML, you name it — and statically generate webpages that you can host on the world wide web. The final piece then becomes: instead of transforming Markdown into a post, do the same with a .ipynb file. The goal of this post is to walk you through this process.

Technical challenges

A quick search on the web will show you gatsby-transformer-ipynb. Basically, this is a Gatsby plugin that is able to parse the Notebook file in a way that we can access it later in our GraphQL queries. It’s almost too good to be true!

And, in fact, it is. The hard work was done by the fine folks of nteract. However, the plugin hasn’t been maintained in a while, and things don’t simply work out of the box — not to mention the lack of customization that one would expect from a plugin.

I’ll spare you the boring stuff, but after fussing around the dark corners of GitHub, and with significant help from this post by Specific Solutions, I managed to create my own fork of gatsby-transformer-ipynb, which solves my problems and will suffice for the purpose of this post.

Note, however, that I have no intention of become an active maintainer, and most of what I’ve done was solely to get what I need to work — use it at your own risk!

Enough with the preambles, let’s get to some code.

#gatsby #jupyter-notebooks #programming #developer #web-development

How to Convert Jupyter Notebooks into PDF

If you’re one of many data scientists looking for a job, you might find yourself working on a data science take-home assignment. Instead of sharing your Jupyter Notebooks, it would be neater if you could convert the notebooks and submit the pdf version. In this blog, I want to share how you can turn Jupyter Notebooks into pdf format in a few lines!

Install nbconvert and LaTeX

nbconvert allows users to convert Notebooks to other formats. You would think after installing nbconvert, and you are good to go…right? If it’s that simple, why would I be writing this post?

After I installed nbconvert, I received an error saying “500: Internal Server Error.” The reason why you see this error is that you will need to install LaTeX or Pandoc as well. I decided to download LaTeX. The good thing about downloading LaTeX is that it makes your analysis look like a research paper, which is very legit.

#template #convert #jupyter-notebook #jupyter #python

Rodrigo Senra - Jupyter Notebooks

Nosso convidado de hoje é diretor técnico na Work & Co, PhD em Ciências da Computação, já contribuiu com inúmeros projetos open source em Python, ajudou a fundar a Associação Python Brasil e já foi premiado com o Prêmio Dorneles Tremea por contribuições para a comunidade Python Brasil.

#alexandre oliva #anaconda #apache zeppelin #associação python brasil #azure notebooks #beakerx #binder #c++ #closure #colaboratory #donald knuth #fernando pérez #fortran #graphql #guido van rossum #ipython #java #javascript #json #jupyter kenels #jupyter notebooks #jupyterhub #jupyterlab #latex #lisp #literate programming #lua #matlab #perl #cinerdia #prêmio dorneles tremea #python #r #rodrigo senra #scala #spark notebook #tcl #typescript #zope

Tyrique  Littel

Tyrique Littel

1603587600

How To Create a Developer Blog on DevDojo

Nowadays, creating a blog is easy. But, with all the different options available, you might go crazy by just doing the research.

Should you choose WordPress and tweak the theme to get it the way you like, or a static site generator with no admin interface and complicated build processes?

All you want is a simple blog where you can write about the shit you love.

So why can’t it be simpler? Well, now it is with the DevDojo Dev Blog!

Setting up a Domain

Your Dev Blog will have a default subdomain username.devdojo.com, and you may choose to add a custom domain as well.

If you wish to use a custom domain, add a CNAME record to your Cloudflare DNS, with your subdomain in the CONTENT section. Wait a few minutes and you’ll have your custom domain resolving in minutes.

Want a video on how to do this, You got it!

Themes

At the moment of writing this, there are 2 themes you can choose from (many more to come). Each theme will have a light/dark mode and is built for speed!

Themes are built using the awesome TailwindCSS library. If you pair that with PurgeCSS, minimal javascript, and Cloudflare caching. That’s just a recipe for a fast website.

#developer-blog #dev-blog #web-development #portfolio #blog #blogging #developer-tools #writing

Rajat Rajput

1625301328

OST to PST Converter Free to Convert OST to PST Online

When the exchange server is synchronised with MS Outlook then, automatically a copy of its mailboxes will be generated in OST (Offline Storage Table) file format. The user can access OST data in the offline mode and work on them. The changes will get updated when the internet connectivity is re-established. OST files cannot be accessed in the other system or remote system. So to access the OST files in another system Outlook, then convert Outlook OST to PST format. Due to various reasons for which users’ want to convert OST to PST file format such as the Exchange might face some technical issues, downtime or crash. How to convert OST to PST in Outlook 2016, 2013, 2010? Well, in this blog, we will discuss both manual as well as the professional best OST to PST Converter online solution.
For better understanding of users’, we have listed some common reasons below.

Why There is a Need to Export OST to PST Outlook?

Before providing methods to the query “how to convert OST file to PST in outlook 2016”, first understand why users’ need to convert OST to PST. Some of the basic reasons are provided below.

  • When the Exchange server is under maintenance.
  • Accidental deletion of the Exchange server account.
  • Virus or Malware attacks.
  • Power Failures or intrusions by malicious software.

These are a few reasons for Outlook OST to PST conversion. Now let’s proceed ahead to different methods to convert OST to PST online.

How to Convert OST to PST in Outlook 2016 Manually?

Manual strategies are cost-effective methods and here, we will discuss the complete manual steps for OST to PST conversion. Before starting the steps, it is suggested to create a backup copy of the original data as there might be a risk of human error that can ultimately lead to severe data loss. How to convert OST to PST manually? Follow the methods provided below -

Method 1: Import/ Export Feature

  1. Open your Microsoft Outlook program.
  2. Click on the File tab.
  3. Select the Import/Export option.
  4. Click on Export to a file.
  5. Press the Next button.
  6. Now Select the Personal File folder (.pst).
  7. Click on the Parent root.
  8. Check on the include subfolders
  9. Click on browse and navigate to the path to save the resultant data.
  10. Click on the finish button.

Method 2: Use Outlook Archive Feature

  1. Sign-in to Microsoft Outlook.
  2. Go to the File section
  3. Click on Options
  4. Now, click on the Advanced section
  5. Click on Auto Archive settings…
  6. Navigate to the path to save the archived files.
  7. Click on the OK button.

Drawbacks

  • Manual Processes are lengthy and more time-consuming.
  • Need connectivity with the Exchange server.
  • Unable to export corrupt OST data.
  • Outlook application installation is required.
  • Feasible for small sized OST files only.
  • High risk of data loss.

How to Convert OST to PST in Outlook 2016 Using DRS OST to PST Converter

To avoid all the limitations that we have already seen above with the conventional manual techniques, users can opt for a well known and reliable automated method for conversion. There are numerous third-party solutions available to convert OST to PST, however it is suggested to use a trusted software. Using the smart DRS Best OST to PST Converter online utility that allows to export OST to PST, MBOX, MSG, EML, PDF, CSV, HTML, Gmail, Yandex mail, Yahoo, Office 365, etc. It can easily open corrupt OST files and convert them to healthy PST. The tool even allows users to smoothly export all the mailbox items like attachments, calendar, contacts, journals, tasks, etc. There are no file size restrictions and no risk of severe data loss. The advanced software is compatible with all versions of Mac and Windows. The free OST to PST Converter online version allows to export 50 emails for free.

Conclusion

Above in this blog, we have discussed the recommended solutions by experts on the query “how to convert OST to PST in Outlook 2016”. At the end of this article, we can conclude that manual strategies have several limitations, so it is suggested to use the well known DRS OST to PST Converter for an effective, accurate and effortless conversion.

#how to convert ost file to pst in outlook 2016 #how to convert ost to pst online #how to convert ost to pst manually #convert ost to pst #ost to pst converter #outlook ost to pst