Introducing ‘Twitter for Google Chat’ – a Chat app built using Apps Script

Preview tweets and user data when sharing links, along with the ability to follow a specific user or like a particular tweet.

If you haven’t looked at Google Chat apps or not looked at Chat apps for a while this is a great post from Sourabh Choraria outlining the development process using Google Apps Script. As part of this Sourabh includes an overview and source code for a Twitter powered Chat app recently published and available to try out in your Google Workspace domain. The app showcases slash commands as well as a recent new feature of preview links.

Source: Introducing ‘Twitter for Google Chat’ – a Chat app built using Apps Script

Connecting ‘Tweet counts’ (or other APIs) to Data Studio using a Community Connector

A community connector with overridable config parameters to track recent Twitter trends for a query.

For the most part this connector is pretty similar to the one I’d created for visualising global stats of SendGrid user’s email statistics but with a key difference of making use of overridable config parameters — this is what gives the connector the capability to accept a query from the report directly and return/visualize the data based on a user’s input

This post from Sourabh Choraria is a useful reminder of what is possible with Data Studio Community Connectors, in this case connecting to the Twitter API v2 to visualise the tweet count for a defined search term.

The code for this connector is available from the source post and includes lots of inline comments to help you work out what is going on making it easy to modify if you have other APIs you would like to connect.

Source: Connecting ‘Tweet counts’ API to Data Studio using a Community Connector

Making of Webhooks for Sheets Workspace Add-on [and lessons learned using the Apps Script API]

Behind the scenes look at what went into creating an Apps Script-native Add-on to generate Webhooks for Google Sheets. ICYMI: You can access the add-on from this link and know more about what it does here

It’s worth checking out Sourabh Choraria’s latest Google Sheets add-on which enables users to quickly setup a Google Sheet to receive data from other services which support the creation of webhooks. As part of this solution the add-on makes extensive use of the Apps Script API, which can be used to programmatically manage Apps Script projects including deployments. This post from Sourabh highlights some of the key endpoints used in the Apps Script API as well as a number of lessons learned about deploying web apps for users.

Source: Making of Webhooks for Sheets Workspace Add-on

Unnest an object with array values using cartesian product [for Google Apps Script POST/GET web apps]

Convert array values from the doGet & doPost event parameters into 2D array when writing them onto a Google Sheet.

Sourabh Choraria has hit a rich patch of Google Apps Script exploration and following the post we shared recently on Google Sheets cell precedents in this latest post Sourabh looks at restructuring data into a cartesian product. The post contains some nice other ‘Easter Eggs’, in particular, worth checking out Sourabh’s latest Workspace Add-on, Webhooks for Sheets, and a snippet of code on GitHub used in the add-on for handling GET and POST requests.

Source: Unnest an object with array values using cartesian product

Find precedents of cells with formulas in Google Sheets using Apps Script — part 1

enumerate a range in google sheets using google apps script and use that to find precedents of cells that contain a formula.

Let’s start with the ubiquity of spreadsheets. I’ve long felt that spreadsheets were everywhere but until a post from Hjalmar Gislason I had never seen it in numbers and it made for interesting reading:

  • 1.2 billion people use Microsoft Office (WindowsCentral, March 2016), odds are most of them have at least access to Microsoft Excel.
  • Microsoft believes that 1 in 5 adults in the world use Excel (“What’s new in Microsoft Excel”, Sept 2017)
  • Excel is the number one skill mentioned in job ads, mentioned in approximately 1 in 3 job ads! ( Job Trends, June 2017).
  • In 2010, RescueTime found that about 25% of computer users used Excel on a daily basis and that about 2% of all time spent on a computer anywhere was spent using Microsoft Excel.

As useful as spreadsheets are the underlying data structure can cause problems. This is covered in more detail in Patrick Burns’ Spreadsheet Addiction, which amongst other things highlights the ambiguity of value and formula:

Primarily the problem is that some cells have hidden meaning. When you see a number in a cell, you don’t know if that is a pure number or a number that is derived from a formula in the cell. While this distinction is usually immaterial, it can be critical.

The leading example is sorting. When rows are sorted, usually it is desired to sort the numbers as they are. However, it will be the formulas that are sorted. To humans the numbers are the primary thing, and the formulas are just something in the background. To the spreadsheet the formulas are primary, and the numbers are mere results.

This is a long winded way to highlight some work from Sourabh Choraria which is exploring how the relationship between formulas and cells can be extracted in Google Sheets. As part of this Sourabh is looking at how the getFormulasR1C1 method in SpreadsheetApp can be processed to find precedent cells. There are some very funky use of regex to parse formulas which is worth spending some time to digest.

Source: find precedents of cells with formulas in google sheets using apps script — part 1

Generate code verifier and challenge for OAuth2 with PKCE [Using the Twitter API v2 as user with OAuth2 in Google Apps Script]

here’s how you can generate a cryptographically random code verifier, hash it using sha256 & derive it’s base64 encoded challenge in google apps script.

Continuing the crypto theme Sourabh Choraria has been geeking out with Proof Key for Code Exchange (PKCE) OAuth 2.0 authentication flows which be used in the new Twitter API when making requests on behalf of users.

If you are unfamiliar with PKCE, you can find out more in Okta’s description on how to use PKCE to Make Your Apps More Secure. You can follow Sourabh Choraria post to find out more about the Apps Script implementations of this and the good news for Twitter/Apps Script users is the sample is now committed to the Google Workspace OAuth2 Apps Script library samples as

Source: generate code verifier & challenge for OAuth2 with PKCE

Get the redirect location of a URL using Google Apps Script

Have a list of shortened urls and need their final destination? Use this custom function in google sheets to extract them all at once.

Handy little snippet that can make testing redirects on URLs a lot easier, which can be useful for expanding short links from social media sites like Twitter.

Source: get the redirect location of a url using google apps script

String validation for Google Apps Script projects

String validation for Google Apps Script projects

Sourabh Choraria has packaged some of the validator.js methods into a Google Apps Script library. Ported validators currently include isUrl and isEmail , date validators and more. Sourabh has also posted the backstory behind this library.

Source: GitHub – validatorgs/ String validation for Google Apps Script projects.

Using UrlFetchApp.fetch vs. fetchAll in Google Apps Script

Make multiple, asynchronous API calls simultaneously using UrlFetchApp.fetchAll in Apps Script. mostly when running through a list of resources against which an API call needs to be triggered, we end up using the UrlFetchApp ‘s fetch service; however, in case if the list is well-defined and needs to be consumed as a whole, you could make use of the fetchall service instead.

In this post sourabh choraria highlights the benefits of UrlFetchApp.fetchAll() when making asynchronous API calls in Google Apps Script.

Source: using UrlFetchApp.fetch vs. fetchAll in google apps script

Visually display status when looping through Google Sheets data with Google Apps Script

show a processing status in a cell when looping through rows in google sheets using google apps script.

When working with small batches of data it can be useful to show the user that the data is being processed. Here is an example script from Sourabh Choraria which use SpreadsheetApp.flush() to force write updates to a Google Sheet. As this method relies on .setValue() instead of .setValues() it’s worth keeping in mind for bigger data sets that using HTMLService and a custom dialog or Speadsheet.toast()

If the .setValue() / .flush() Al from coda has provided this gist

Source: visually display status when looping through google sheets data