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JVMLS 2015 - Compilers are Databases

3 videos recommended on HN
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Cited on HN 4 times, 2016–2022, never outright recommended score 0
Years with an HN recommendation, 2007–2026

Cited as the origin of the compilers-as-databases idea in discussions of IDEs and incremental tooling.

Martin Odersky's JVM Language Summit 2015 talk argues that compilers can be thought of as databases. It describes design ideas for the Scala compiler and for developer tools.

“Both developer tools and compilers can be seen as special cases of a much simpler and more general pattern known as a graph database” (HN, 2021)

3 citations · 1 critical · Talks · advanced

4 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@jasim Jul 2017 Cites it
on HN thread Ask HN: What habits make a programmer great?
Read more
Depth. Every programmer I admire has worked on their chosen field for years. You can keep flitting between languages and frameworks, but mastery ultimately comes from hankering down on one thing and advancing our collective knowledge a bit further. You can achieve mastery in any field - it can be a business domain - as mundane as a Time Tracking or a Todo list app, or it can be a technical domain - like compilers or databases or browsers. You however can't achieve mastery by consuming what others produce. Becoming an expert in CSS and its quirks is a good vocational investment, but you're no closer to a fundamental understanding of the field by just consuming an API. You should spend years working on a problem domain that interests you. Look at prettydiff ( [link] ). It is a diff tool, a parser, a pretty printer, a minifier, all rolled into one. It is the most comprehensive publicly available tool in terms of language and dialect support in the world right now. Its code is not the most modular and new contributors might have trouble getting in, but its author has been at this problem for years, and if you called a conference for pretty-printing, he would be one among the few thousand people in the world to meaningfully participate. Consider blueimp's jQuery File Upload plugin ( [link] ). While this isn't as foundational a work as prettydiff, the project spans seven years and a thousand commits. It solves a mundane problem, but the sheer effort that has went into it makes it a
Talk cited in a comment about depth and mastery
@brzozowski Mar 2021 Cites it
on HN thread Reflections on IDEA vs VS Code
The author frames this as a contest between two architectures: either spend a lot of effort building custom developer tools, or repurpose the compiler as a server for multiple clients. Both approaches have their tradeoffs: the first, as the author mentions, violates DRY [1]. The second violates the Unix philosophy [2]. However, there is a third way . Both developer tools and compilers can be seen as special cases of a much simpler and more general pattern known as a graph database [3, 4, 5]. [1]: [link] [2]: [link] [3]: [this video] [4]: [link] [5]: [link]
Compilers as databases as a third way for developer tools
@merb Aug 2016 Pushes back
on HN thread Compile Go programs 7x faster
This number is not true I guess. scalac with idomatic Scala code (no Macro's) is at 500-700 loc/sec. (And scalac is considered slow by many people) Source: [this video] That would be a slowdown of like 4x to current javac, I guess his computer is just not good enough?

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