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I wrote my own: ORM

posted under category: General on October 16, 2021 at 11:53 am by Nathan
A blog series in which I confess to accidentally having written my own poor version of a solved problem

I joined a new project at work. OK, joined is a polite word. A product was thrust into my lap. It has great documentation and lots of clean code written --maybe generated? Nevertheless the generator was missing and so were all the previous developers. One thing it had in spades was a strong MVC N-Tier Architecture. This made it really easy to find things, change things, and understand how the system worked.

By the way - if you do this for your application, you’re doing this for the next dev that maintains your application - and we thank you!

As I maintained this application for a while, I began to notice similarities in parts of the application that really were redundant. Specifically the data access layer. It was split between data access objects (DAOs) and data gateways (DGs). While the DGs had a lot of odds and ends that would return various recordsets, the DAOs had the same system over and over. CRUD. Load a single record and populate a single object. Read a single record and perform an insert or update. Delete a single record from the database.

The only things different were the names of tables and the names of the columns. There were a couple one-off tables without a single PKID column, but those weren’t the meat of the system.

I began to literally sketch out some potential solutions. The end result looked a little bit like this:

partial orm diagram

I began playing with constructing the SQL statements for each table based on component metadata. Properties in my components would probably need some custom metadata, but that both helps get this job done, and self-document the system a little better. Did I mention I was using ColdFusion for this? It makes things so simple. Watch.

The user class starts off looking like this

component {
  property name="id";
  property name="name";
  property name="role";

Thanks to ColdFusion’s custom metadata system, I can throw anything I want on there, then pull it out when I’m building my DAO queries.

component table="user" {
  property name="id" pk="true" required="true" sequence="seq_user_id;
  property name="name" type="string" required="true";
  property name="role" type="string";
  property name="someDynamicProperty" persist="false";

So on one end, I used this to build my CRUD queries, then on the other side, I used the metadata to map the recordsets back into the models. It was actually pretty simple, once it all worked.

I tried it out for a few new tables as part of a new feature. That’s how you add your innovations and entertainment, by the way – you make the fun stuff a “critical” part of the less-fun stuff. Once that worked, I spread it across the rest of the system. In one day I reduced the codebase by 3,000 lines!

I took it a little further by auto-generating some basic list functions, like the neat little listByCriteria where you send in an object from the table with the properties you want to find.

var criteria = new User();
var admins = dgo.listByCriteria(criteria);
What did I learn?

It’s a lot of work up front to generate your own queries, but a lot less work in the long run when you know you’re getting the most optimized experience you can. Sure the ORM here was simplistic, but so were the needs of the application.

When you make something that’s like a framework, but it stays as part of a single system, it tends to integrate tighter than you expect. This ORM became an integral part of the application it grew from. The downsides with that are that it would have been very difficult to replace it with a publicly available ORM, and it became harder and harder to reuse it in another system. In this ORM’s case, it never grew out of this application.

Of course, now that other ORMs exist, I don’t think that I would do this again. However… I have another one coming up that would prove me wrong. Stay tuned.


I Wrote my own: Hybrid SPA+SSR Framework

posted under category: General on October 14, 2021 at 10:24 pm by Nathan
A blog series in which I confess to accidentally having written my own poor version of a solved problem or popular framework

It was 2009, and I thought to myself “jQuery is just so verbose.” I mean look at this code I have to write in order to download an HTML fragment from the server and inject it into an area on my HTML page.


OK, Ok, ok. It’s not that bad. But imagine you did this with Prototype.js, the dominant framework before jQuery existed.

new Ajax.Request("/api/users/list", {
  onSuccess: function(response) {

Or imagine you started the project without a JavaScript framework

function reqListener () {
  var el = document.getElementById("taget-area");
  el.innerHTML = this.responseText;

var oReq = new XMLHttpRequest();
oReq.addEventListener("load", reqListener);"GET", "/api/users/list");

I was on a project for a short time that had hundreds of screens with code like this – all customized for each and every page, all repeated, with so much boilerplate bloat that I questioned the reason for software altogether. If we add input fields into that code along with form submissions, validation, error messages, and so on, you can imagine how quickly we had JavaScript files that were tens of thousands of lines long. Then came the memory leaks, name conflicts, and maintenance.

Yes we could have done better, but I was just a loan-in, and I wanted to see what kinds of things we were building elsewhere in the company. The point is, this application made me afraid of what we could create if we didn’t start thinking about systems to handle bloat before we had problems with it.

I had an idea. What if we could implicitly load content based on some basic HTML, and use jQuery to sniff out what needs to be loaded. Just follow me down this trail for a minute.

What’s an ideal amount of JavaScript to write? None! Stupid question, I know! I figured that this is the perfect job for a data attribute. I only need to tell the content where to go, like so:

<a href="/api/users/list" data-target="#main">Users</a>

The first version of this HTML-powered, server-side rendered app looked something like this:


It ballooned up from there, into a few hundred lines of code that handled global and inline loading spinners, delete confirmations, forms, caching, and errors.

Ahh - but you must be thinking: if the server is generating those HTML fragments, what happens when I open the link in a new tab? Well, jQuery’s AJAX api sends a HTTP header to let us know if we are in an AJAX request. With that header in place, the server sends an HTML fragment. When that header isn’t there, the back-end framework will wrap the fragment into the layout and send a full page.

It’s only a matter of the fragment being rendered with the full layout, or without.

Does that really work? Yes! It turns out it works really well. This web app was 100% functional without JavaScript. Why? Convenience! Also, users found they could open links in new tabs without a problem.

In today’s terminology, I think we would call this a hybrid SPA/SSR. Yes the discount, dollar-store version, but still, it fits the bill. Really, it was a pretty successful project.

What did I learn?

When I attempted to adapt it to another application, I learned that I either needed to cut this ‘framework’ up into smaller, individual parts that could be used independently, or bundle it all together as some kind of super-framework. Just taking parts of it was not a portable solution.

That doesn’t mean it was a waste. Not at all. This framework as its own glue for what it is, is a really cool solution that makes one application pretty easy to read and work on.


I wrote my own: Fusebox

posted under category: General on October 13, 2021 at 11:27 am by Nathan
A blog series in which I confess to accidentally having written my own poor version of a solved problem or popular framework

It was 1999. I worked at a small agency in Alaska, and I just learned to program in ColdFusion. I drank Mountain Dew and exclusively ate from Taco Bell. A guy at work, probably 15 years my senior and trying to escape code, told me about how to arrange an application, recommending that I make a “fusebox” - a big switch statement that would control what gets called and shown. I started piecing it together.

The project was an online storefront for a local music producer. This was my first real programming project at work, if you don’t count small JavaScript image replacement and form validation scripts, way before CSS and HTML would do these things for you! I frequently forget that I’m old until I say things like this.

So I set up a switch statement with the expression being url.action (the action property in the query string). The switch cases are includes to individual view files, or database calls with a redirect back to another action.

Really this isn’t too different from modern-day frameworks - a router, views, and room for back-end activities.

What did I learn?

It was nice to have a central place to apply security and global request filters. With all the requests coming in through this one file, it was the central hub of the application. That also opened it up to trouble. One coding mistake on the switch meant that the whole application was broken. I made a lot of coding mistakes back then, so things broke frequently.

I used an include for the HTML header and footer, so those just got included right on the switch page. Easy way to make a layout, even if it’s rather lame by today’s standards.

I initially had all the database communication right there in the switch. That really doesn’t scale since that flux capacitor there is now doing literally everything for the whole application. Pretty yucky but I didn’t know better.

Also, this being one of my first professional projects ever, I quickly realized the need for better organization by filename taxonomy.


The first version of Fusebox was merely a word, a convention of organization, which was really not much different than what I had built as a teenager. I’m sure it was at least a little more formal than that, but the internet was young and we didn’t exactly google for information – you had to know someone.

The second version of Fusebox had some official files - some amount of hard matter for the framework. Fusebox 3 actually set you up with structure and files and sub-folders of switches - a real framework finally.

Fuesbox eventually became the gold standard for frameworks in the world of ColdFusion. It was a short-lived title, in those years when XML was cool, before object-oriented features were added.

Have you built your own framework like me?


Coding on a Chromebook

posted under category: IDEs and tools on February 13, 2021 by Nathan

I mentioned how I’m teaching a high school coding class at our home school co-op. At the beginning of the 2020/2021 school year, I specified that students need a Windows laptop, or a Mac if there was no other option. I don’t like to support Apple devices. I specified that no Chromebooks would be allowed in the classroom. It was the right choice last August, but this next school year, I’m going to let Chromebooks in.

Every week I write up a new presentation in Google Slides, and present it to the class on my Chromebook. Between Google Docs for the slides and GitHub for the files, I have access to everything I need across all of my devices. But what about coding on the Chromebook? Aren’t Chromebooks underpowered laptops with nothing but a browser? How’s the coding experience, you ask? I’m so glad you did!

First, you should know that every Chrome OS device is essentially three things:

  1. A Google Chrome web browser device - the classic foundation and namesake it’s had since 2011
  2. An Android tablet with full access to the Google Play store and most Android apps and games, in fairly performant windowed environment, since 2016
  3. A Linux laptop with a Debian terminal that grants full access to apt-get anything you want, since 2018

There are some really great in-browser IDEs, but I like to keep things local and offline, cutting my choices down significantly. There aren’t any great Android-based IDEs that I’ve seen. But wouldn’t you just want to use everyone’s favorite coding tool? That’s right, I want VSCode on my Chromebook. And guess what? It’s become really easy to do this!

The steps have become essentially the same as they would be on any other operating system. Visit the VSCode website, click the giant download button, then double-click the installer. This was much harder only a few months ago! I was taken back when I had the chance to install it on a new device recently. It’s seamless. I also double-checked that it added VSCode as a known repository for the integrated package manager so that upgrading can be done with sudo apt-get update && sudo apt-get upgrade -y. Or of course you can go download the new version and run the installer again. That’s not quite as seamless as it is on Windows, but it’s not bad at all.

At the start of the 2020 schoolyear, I had an outdated Acer R11 Chromebook with a flimsy Celeron CPU. It performed fine, but the lower resolution 11 inch screen was pretty small for the task at hand, and starting VSCode was a commitment.

This year I invested my incredible teaching profits (that’s a joke!) when I found that Lenovo’s Chromebook line finally includes the incredibly affordable and powerful 10th gen i3 model with 8GB of memory. It’s a steal at $440. I’m not trying to advertise, but I do have an affiliate link to look at it on Amazon because it brings me some happiness and maybe you’d like to check it out. Something amazing about this device is that it launches VSCode in about 1 second - there’s no delay. It’s faster than my i7 work laptop. It has plenty of power for this job!

VSCode in Chrome OS

So my Chromebook has VSCode. What next?

Extensions! They all work. Everything I throw at it works perfectly. I’m not missing anything in this department.

Debugging! Works perfectly. I’ve only tried debugging JavaScript, web pages, and C# code, maybe Python last year, and they are every bit as capable as anywhere else.

Coding! Duh. It definitely works.

Anything wrong?

Only one thing doesn’t work for me. It’s the standard Chromebook keyboard. Not even the physical keys, this Lenovo has good feel for such a quiet sound. My gripes are about the keyboard on Chrome OS devices, namely these complaints -

  • The lack of a 6-key insert-delete, home-end, pageup-pagedown block is annoying enough. I miss that on every notebook keyboard though. The problem is that these keys literally don’t exist. On a Windows laptop, I can at least find these keys. They’re often hidden behind a function control key, but they are there. There’s no chance to find them on Chrome hardware.
  • No delete key. There is a way to delete - alt+backspace will delete in front of the cursor, while the standard backspace key only deletes what is behind the cursor. If you ever want to delete a file, you are forced to make the two-finger-salute.
  • Alt + Click is a right-click in Chrome OS, instead of the standard multi-cursor selection combo in VSCode. I suppose this is configurable so I can change it to the Ctrl key, but it’s very annoying.

Of course all of that can be ignored if you plug in an external keyboard. I’m not carrying a keyboard around in my bag, or over to the couch, so I just have to live with the pain.


Coding on Chrome OS is great with VSCode, and it’s a very workable solution. Get a powerful processor, no Celerons or Pentium chips, and get plenty of memory. If you’re settling down for a long coding session. bring an external keyboard and mouse just like you would want with any laptop. Now that VSCode works flawlessly, the gates are open wide!


Programming Life Updates

posted under category: Life Events on February 9, 2021 by Nathan

I have a handful of small things that I don’t want to write up in long-form, so here are a bunch of them.

COVID stay-at-home orders have been fine

Ups and downs, for sure. Work had previously taken a hard stance against working virtually. They did a hard 180° last March, and none of us have visited the office once since then. I hope somebody ate that Cliff Bar on my desk. I would like to bring my chair home, however. I have an AmazonBasics chair at home, which was fine for the amount of time I needed it, up until last March. Now I’m wishing I spent more money on it.

Through the Spring, we scheduled theme nights at home. Hawaiian night. Video game night. Science night. We probably had a dozen of them. All the kids got to pick at least one, and we’d use whatever decorations we had to make it a party. I highly recommend this activity.

South Carolina has actually been pretty chill about it. We’re happy enough to mask up, even if it’s just for show, but if that’s what keeps my favorite restaurants open, then I’ll wear 2 masks if I have to. We’ve had a bunch of friends with COVID, but very few serious cases, and no deaths in our circles of friends. My airplane company is struggling though. We’ve had lots of layoffs - some of it for the better but most of it just for the sadder.

Homeschooling has actually been successful

My oldest child graduated high school, a year early, and even started college with a scholarship! As a homeschooling parent, this is a huge win for us. We decided to homeschool her when she started reading chapter books going into kindergarten. I guess firstborns are always early. We’ve been keeping it up, and now really identify ourselves as a homeschooling family. It’s a weird thing, but honestly it just keeps working out. Especially in light of the trainwreck that was 2020.

Both of my teenagers got jobs where they make pretty good money and are liked by their peers. Again, a homeschooling win. They’re responsible, and they make me proud. That makes a dad’s heart warm!

I love Vue.js

I don’t think I’ve talked about it on here. I fell in love with Vue when I first saw it. Actually I created something a lot like it when I first stumbled over my dislike for React, but before Vue was popular enough for me to hear about it. I always say that you need a framework only when you are on the verge of creating it yourself. That’s where you firmly discover your need. I settled for a bastardization of jQuery and Mustache - that’s how much I disliked React.

I understand React, and really I cut my teeth on it as my first all-encompassing JS framework (“but it’s a library” - not when you use Redux, React Router, and the millions of little packages you need to make a React app work), but I just genuinely hated… well… everything about it. It was partly the naming schemes for events (“componentDidUpdate”, “componentWillReceiveProps” - these are terrible!), it was partly that there was essentially no way to progressively implement it into an existing website, partly because you pretty much can’t use it without Babel and everything that entails, partly because the documentation was barely workable, partly because Facebook, partly because they keep changing major things, partly because Hooks aren’t actually a great software development solution, partly because they add feature that never become official (suspense anyone?), largely because everything in React-land is so verbose and involves a lot of typing, partly because the ecosystem is so fragmented and there are actually too many bad choices you can make with libraries and application design that will create terrible programs, partly because JSX is strange and feels very non-standard, and partly, finally, because I really just have my preferences and React isn’t what I prefer. I dislike it. To be a little more fair, the docs have improved, the lifecycle events have evolved a bit, and the code required to make it go has been getting better thanks to functions over classes and the Redux Toolkit over plain Redux.

I really do “get” React - function call in, HTML out. It’s just that Vue is better, faster, more efficient, more obvious and predictable, easier to work with, the tooling is better, the first-party libraries are better, and the happy-path to success is very easy to find. If you’ve ever worked with React and wondered if there’s anything better, there is.

So Vue is my preferred front-end. I like it in the browser as an included script like jQuery. I like it in a manual Webpack that does just enough. I like it wrapped up and intertwined with my back-end. I like it in a full standalone CLI. I love that it grows with whatever project I have for it. Vue is really great.

My preferred back-end

Years ago I swore by ColdFusion. I mean, it was the best thing going in 1998. Way better than… what did we even have back then? ASP. PHP. JSP. Nah bro. Allaire Macromedia Adobe ColdFusion was definitely the easy path. I mentioned a while ago how my lil’ company has been moving us off of that - and for good reason. We can get the same job done in other platforms. They’re different. There’s something about googleable stackoverflow questions that make a lot of platforms work for you. I set out to find out what was up with .NET, and found my way into .NET Core. I’ve always been a fan, as C# was a pet language to me.

A couple years ago, a couple of us met with Damian and some of the .NET team as representatives of the hundreds of ColdFusion programmers at my company. They were really nice, listened to our feedback, showed us some interesting things coming up, and gave us help getting started on converting a 100 year old company to Microsoft’s software stack. It was nice. So I’ve officially jumped ship and have been coding up all of my APIs in .NET Core running on our private cloud over the past few years. It’s been very successful.

Something I didn’t expect though, that I should have seen coming, is that the .NET Core stack has really just become a thin middle layer between a database and a complex UI. Sure every app is different, but we’ve moved a lot of complexity into JavaScript.

I have a little advice for ColdFusion coders. Immerse yourselves in OOP and FP - there are reasons programmers talk about this all the time. In the CF world, you can get away with doing pretty much anything, but in C# your hands are bound - in a good way, but a challenging way. Learning object-oriented programming and functional programming today will pay off both today and tomorrow. Your CFML will be better, and your non-CFML will be better and you’ll be able to switch more easily.

Nathan is a software developer at The Boeing Company in Charleston, SC. He is essentially a big programming nerd. Really, you could say that makes him a nerd among nerds. Aside from making software for the web, he plays with tech toys and likes to think about programming's big picture while speaking at conferences and generally impressing people with massive nerdiness and straight-faced sarcastic humor. Nathan got his programming start writing batch files in DOS. It should go without saying, but these thought and opinions have nothing to do with Boeing in any way.
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