Links Post October

Here are some links I have seen lately that were pretty interesting.

In window noise canceling speakers

In window noise canceling speakers.

They will integrate these speakers into windows/walls and make it smaller. Increasing the quality of life in dense cities. It is something thats needed since cities just keep getting larger.

Concept of ‘feature store’ for typed ML model inputs (tensors, vectors, etc)

VM performance tests

Finally we have a pair of great posts from about VM warmup with lots of data.

SledgeConf Retrospective

I envisioned SledgeConf as a tiny in person conference, inspired by I hoped to hold one sometime in 2020, but was focused on some other projects. After the pandemic shut everything down the idea of holding it remotely seemed pretty achievable. So I took my original plan for a 2 day event and tried to launch a 2 day virtual event. 

Marketing and promotion were the two sticking points for SledgeConf, my audience is not very large and I’m not any kind of event promoter. In the end only one of my friends agreed to present at the remote conference. I considered canceling the event, but I had already taken a day off from my job so I went ahead with the ‘conference’. 

In the end we had two presentations and 7 people in total for SledgeConf. 5-10 people was the idea for the in-person conference and 7 worked well for a intimate casual setting. I also think that 2~ talks is the right number for an online conference. Watching presentations on your computer wears you out pretty fast and by the end of the second presentation I was worn out.

My costs were super low, only a basic zoom subscription. So despite being much smaller than hoped things worked out pretty well. Several attendees expressed interest in another SledgeConf. I’m thinking of holding a ‘Winter Sledge*Conf’ this winter. The plan would be to just have 2 talks and get everyone more lead time.

SledgeConf Schedule

August 7th 2020 

3-5pm PST

4-6pm MTN

Times in Mountain below

4PM: Sean Michael  : Micro Frontends

4:50: Break

5PM: Nicholas Sledgianowski : Business Intelligence Publishing Pitfalls 

5:50: Closing discussion 

Sign up to the Mailing List for the zoom link when we start.

Don’t use internal tooling, contribute to your tools.

There is a dichotomy in software engineering organizations, some only use public tooling, entirely avoiding building their owns tools. Other companies  follow the ‘Not invented here’ principle and try to only use software developed internally. 

There are two forces driving this split, first building software tooling is expensive, small companies often cannot afford to build and support internal tools. It is an expensive recurring cost that can easily get out of hand. Building 2 internal tools a year will set you on a path to supporting 20 tools 10 years from now eating huge chunks of your operations budget. 

The other force in play is that if you use public or off the shelf tooling you will encounter workflow discontinuities that are difficult to fix. Using off-the-shelf tool A with tool B might require an entire employee to bridge the gaps manually, while still be a pain for everyone involved. Decision makers at some companies think to themselves, “We can just build a tool B that works perfectly with our use case.” And that works great when you have one tool, but then when need C comes along your team  makes the same case again, “We already invested in custom tool B we can’t throw away that work, we need a new custom tool for need C”. And now your company is on the path towards building an alphabet’s worth of internal tools that aren’t useful outside of your business.

Luckily, there is a solution to this. Use Open Source tooling and when you run into a workflow problem, work with the maintainers to contribute a fix. Even in poorly managed projects extending the code to support your use case will be less costly than building an entirely new internal tool to solve the same problem. 

Previewing image uploads with stimulus.js

I’ve been working on a website with file uploads lately and after a bunch of googling put together a solution using stimulus.js instead of jQuery as not using jQuery is the thing now.

The website I’m working on allows people to upload images and then to tag them before sharing and I thought it was a bit sub-optimal to ask people to tag their images without being able to see them. 

I’m using rails so this component has two parts the javascript file and my html template file. In the html template file I have a html form created via the rails form_with helper. 

<%= form_with scope: :look, url: looks_path, local: true do |form| %>

    <%= form.label :title %><br>
    <%= form.text_field :title %>

    <%= form.text_field :tag_list, multiple:true %>

  <div data-controller="image-preview">
    <%= image_tag("preview.png",  :width => "100px", :hight => "100px", 
    data: { target: "image-preview.output" }) %>
    <div class="my-2">
      <%= form.label "Look Image" %><br>
      <%= form.file_field :image, :class => "form-control-file photo_upload", 
      data: {target: "image-preview.input", action: "image-preview#readURL" } %>

    <%= form.submit %>
  <% end %>

You can see there that my stimulus data-controller encapsulates the form file_input and an image tag. The image tag loads a “preview.png” on page load and then replaces that white square when the user uploads an image. Ideally, you may want to play with the visibility attribute instead of using a blank square. 

// Visit The Stimulus Handbook for more details 

import { Controller } from "stimulus"

export default class extends Controller {
  static targets = [ "output", "input" ]

  readURL() {
    var input = this.inputTarget
    var output = this.outputTarget

    if (input.files && input.files[0]) {
      var reader = new FileReader();

      reader.onload = function () {
       output.src = reader.result



The stimulus.js controller is here. It uses two targets the “input” which is the form file field and the “output” which is the image tag we are updating with the new image. This javascript uses the FileReader ( API to read the image off of the user’s computer and display it without needing to move the image across the network. 

This ended up being pretty simple to do in stimulus.js. I like that we don’t need QuerySelectors or anything non-deterministic like that and can just reference our targets directly. I haven’t included the webpack and rails integration code, it was a little tricky, and is a topic for another blog post.