Category: Learning

The Different Ways of Pry and Irb

I ran into an interesting little problem when doing sone Ruby (and Rails) work today: I wanted to try something in pry and, inside that Rails project I issued the following command:

$ pry -r sqlite3
…/gems/pry-0.14.1/lib/pry/pry_class.rb:103:in `require': cannot load such file -- sqlite3 (LoadError)
  from …/gems/pry-0.14.1/lib/pry/pry_class.rb:103:in `block in load_requires'
  from …/gems/pry-0.14.1/lib/pry/pry_class.rb:102:in `each'
  from …/gems/pry-0.14.1/lib/pry/pry_class.rb:102:in `load_requires'
  from …/gems/pry-0.14.1/lib/pry/pry_class.rb:143:in `final_session_setup'
  from …/gems/pry-0.14.1/lib/pry/cli.rb:82:in `parse_options'
  from …/gems/pry-0.14.1/bin/pry:12:in `<top (required)>'
  from …/bin/pry:23:in `load'
  from …/bin/pry:23:in `<main>'
  from …/bin/ruby_executable_hooks:22:in `eval'
  from …/bin/ruby_executable_hooks:22:in `<main>'

Interesting! I have both gems, pry and sqlite3 installed. A similar attempt using irb worked fine:

$ irb -r sqlite3
3.0.1 :001 > SQLite3::VERSION
 => "1.4.2"
3.0.1 :002 >

Maybe I confused the environment by setting some environment variable or other? With a newly opened command shell I got this:

$ pry -r sqlite3
[1] pry(main)> SQLite3::VERSION
=> "1.4.2"
[2] pry(main)>

Remarkable. In that new shell the irb command behaved the same as before.

The only difference I could find was that the original call to pry happened in a Rails project – which is using Bundler to organise the Rubygems used in the project and resolve dependencies. As a small experiment I set up a minimal project that uses bundler and a rather short Gemfile:

source ""

gem  'limit_detectors'

The gem ‘limit_detectors’ is one I wrote and I know that is doesn’t depend on other gems. Issuing the pry command again … worked? Why? Some more investigation was needed…

Finally, I realised that another gem (Guard, to be specific), uses pry. Therefore my Rails project’s development environment indirectly depends on pry. It looks like pry recognises that it’s running as part of a Bundler project, even when it is not explicitly called using bundle exec pry …, which in turn causes it (pry) to ‘only’ recognise the gems that are also installed using Bundler. – And sqlite3 isn’t in this case, since I’m using PostgreSQL throughout.

Since irb comes with the Ruby installation and is not part of the bundled gems, it ignores the bundler context when called like this:

irb -r sqlite3

However, explicitly calling it in the bundler context in a project that doesn’t depend on ‘sqlite3’ (directly or indirectly) will cause an error message:

$ bundle exec irb -r sqlite3
…/rubies/ruby-3.0.1/lib/ruby/3.0.0/irb/init.rb:376: warning: LoadError: cannot load such file -- sqlite3
3.0.1 :001 >

Nice! This is essentially the same problem, I faced at the very beginning, when pry couldn’t find the sqlite3 gem.

Collecting Lists In a Ruby Hash and the ‘<<=' operator

The other day, I needed to quickly analyse a data set that came in form of a large CSV file. I wanted to collect a particular column of that table and collect all entries categorised by a key in another column.

A simplified version of the table could look like this:

Key Value1 Interesting_Value Other_Value

I strived for something like this:

result = { 
  foo: [23.5, 12.6],
  bar: [1.75, 47.2],
  baz: [17.8],

Iterating over the rows is easy, and getting to the columns is no problem either: The CSV gem is well documented and supports this easily.

A nice way to accumulate data is Enumerable#each_with_object. Since I wanted the result to be grouped by a key value, I’d pass a Hash as the initial argument.

Step 1: each_with_object({})

However, since I’ve planned to append values for changing keys, the default value needed to be an Array, not the default of nil.

Step 2: each_with_object([])

This, however, returns the same empty Array, when a key isn’t found, but I wanted a new empty Array:

Step 3: each_with_object( { [] })

This executs the block every time a default values is needed (i.e. the given key isn’t yet in the Hash).

The next step is to append the value found in a row to the (potentially new and empty) Array for the given key.

I thought it would work this way:

data_table.each_with_object( { [] }) do |row, acc|
  acc[row['Key']] << row['Interesting_Value'] 

But, no, the result of this code is an empty Hash! It needs to be the <<= operator to work, as shown in the snippet of a pry session:

[2] pry(main)> data_table = 'table.csv', headers: true
=> #<CSV::Table mode:col_or_row row_count:6>
[3] pry(main)> data_table.each_with_object( { [] }) do |row, acc|
[3] pry(main)*   acc[row['Key']] <<= row['Interesting_Value']
[3] pry(main)* end
=> {"foo"=>["23.5", "12.6"], "bar"=>["1.75", "47.2"], "baz"=>["17.8"]}

It seems to me, that the Hash lookup with the given default value [] returns an Array, and the append operator << does in fact append the passed object to that Array, but then the result of that does not end up as a (new) value fo the given Hash key. In contrast, the <<= operator does assign the result of the append operation.

Writing – Advice from Johanna Rothman

Just before Christmas (2020) Jabe Bloom asked this over on Twitter::

Johanna Rothmann‘s answers were short and easy to understand (but maybe hard to actually do):

I (publicly) agreed…

…and am now signed up to be informed when the book writing class opens.

It already showing some effect: I’m (re-) starting to update “Fast Feedback Using Ruby” (for the just released Ruby 3). 🙂

Agile Testing Days 2020 – the Other Two Days

In a previous post I summarised the 1st day of the Agile Testing Days 2020.

Lean Coffee

2020 was the first year, I facilitated a LeanCoffee. Thank you Janet Gregory & Lisa Crispin for inviting me to help!
Since this was an online-only conference, we used a web application and Janet selected LeanCoffeeTable. I found it easy enough to use. I particularly like the ability that all participants can enter actions and learnings during the topic discussions as well as generate a PDF to summarise the meeting. I found this a very pleasant experience.

Here are some of the ideas and insights, I kept:

  1. No Testing Column
    I’ve learned that some teams entirely remove the testing column(s) from their boards. Obviously, this simplifies the board. But more importantly, it also seems to help teams integrate testing tighter with the overall development. This in turn supports teams working as one entity, and not as a number of people who happen to work on the same story.
  2. After all those years: So many topics about testing
    Even after years, in some cases decades in testing, there are still areas that one can learn about, drive into and possibly thrive in. The next point is one that surprised me a bit.
  3. Automated accessibility testing
    At least some parts of accessibility (commonly abbreviated a11y) testing can be automated. More on that later.
  4. Productive ensemble testing
    Test in an ensemble testing (formerly known as ‘mob testing’, similar to mob programming) can be productive even with people that haven’t worked together. This was mentioned by a Lean Coffee participant who joined a group of people (with whom they never worked with before) for a testing session. To their surprise people worked together quite well.

The Last Talk On Software Testing

I had the great pleasure to moderate Rahul Verma’s talk ‘The Last Talk on SoftwareTesting’, where he explained were he thinks the business of tasting (no typo!) went wrong. Entertaining, hilarious and light hearted. And thankfully not actually the last talk on software testing at all. Here’s a very nice summary by Ekaterina Budnikov:

Automated Accessibility Testing

I participated in Cecilie Haugstvedt‘s workshop ‘Automatic Accessibility Testing for All‘.

I was really surprised how far automated testing of accessibility is possible – and how easy it is to get started! In addition to that, I found it interesting that automated a11y (the common abbreviation for accessibility) tests can and should be divided into unit and integration tests.

An important learning: The tests that check contrasts (e.g. of text and background) are integration tests: Most often colours are set site using CSS, so not every article, product description etc. needs to be checked individually. Also the computation of how good (or bad) the contrast is, seems to be more time consuming than I thought it is.

For a first step to get some idea of accessibility of a page in Chrome: Using “CMD-OPTION-I” (on a Mac) or “View ➙ Developer ➙ Developer Tools” (via the menu) open the developer tools. Then go to the ‘Lighthouse’ tab & click generate report.

Moderating a New Voices Track

I also really enjoyed moderating Chris Baumann‘s talk ‘Extreme learning situations as testers’. The talk & topic were so good, some of the attendees stayed in the Jitsi room to discuss the topic for the whole next time slot! The following tweets cover some of the ideas & insights Christian shared with us:

Thank you Mariia for the wonderful summary!

Do you also have insights and ideas you took home (where you probably were all the time anyway, this year)? What are they?

Writing a Ruby Related book(let) on LeanPub

I wrote “Fast Feedback Using Ruby” using LeanPub. The original version was published back in 2015. Since I’m updating it to cover the most recent (at the time of this writing) Ruby 2.7 and RubyGem versions. I figured, it’s a good idea to leave a trace of my workflow and setup. 🙂

My workflow look like this:

  1. Edit Text (or image) file
  2. Save file to local disk
  3. Commit to local Git repository
  4. Push to GitHub
  5. Generate preview PDF on LeanPub using a (post push) web hook
  6. Have Leanpub automatically push files to Dropbox
  7. Have Dropbox synchronise PDF file to local folder
  8. Restart at 1
Writing workflow using LeanPub, GitHub and Dropbox

Whenever I push changes to GitHub, a new preview of the book is generated and sent to my computer. This means I get frequent and fast feedback about how the newly written text looks.

This nicely fits my working preferences and it also matches the topic of this particular book.


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