alt.hn

2/21/2026 at 12:02:06 PM

Pipelined Relational Query Language, Pronounced "Prequel"

 https://prql-lang.org/

by dmit

2/23/2026 at 4:31:03 PM

DuckDB had the right idea: just allow some flexibility in the relative order of the `select` and `from` clauses, and make a few other concessions for ergonomics. This then becomes valid:

    from events      -- table is first, which enables autocomplete
    select
        count(),     -- * is implied, easier to type
        customer_id, -- trailing commas allowed everywhere
    group by all     -- automatically groups by all non-aggregate columns
    order by all     -- orders rows by all columns in selected order
https://duckdb.org/docs/stable/sql/dialect/friendly_sql

by jelder

2/23/2026 at 4:43:44 PM

I get the ease of use - and sometimes use them myself- but implied (or relative) shortcuts are IMO a bad habit that can lead to serious issues that don't manifest as errors. I do like the from clause first which better matches the underlying relationship algebra!

by andrew_lettuce

2/23/2026 at 3:54:48 PM

SQL is not a pipeline, it is a graph.

Imagine three joins of three queries A,B and C, where first join J1 joins A and B, second join J2 joins A and C and third join J3 joins J1 and J2. Note that I said "queries," not "tables" - these A, B and C can be complex things one would not want or be able to compute more than once. Forget about compute, A, B and C can be quite complex to even write down and the user may really do not want to repeat itself. Look at TPC-DS, there are subqueries in the "with" sections that are quite complex.

This is why pipeline replacements for SQL are more or less futile efforts. They simplify simple part and avoid touching complex one.

I think that something like Verse [1] is more or less way to go. Not the Verse itself, but functional logic programming as an idea, where you can have first class data producers and effect system to specify transactions.

[1] https://en.wikipedia.org/wiki/Unreal_Engine#Verse

by thesz

2/23/2026 at 4:06:07 PM

TIL about Verse looks cool I'll have to check it out.

> SQL is not a pipeline, it is a graph.

Maybe it's both? and maybe there will always be hard-to-express queries in SQL, and that's ok?

the RDBMS's relational model is certainly a graph and joins accordingly introduce complexity.

For me, just as creators of the internet regret that subdomains come before domains, I really we could go back in time and have `FROM` be the first predicate and not `SELECT`. This is much more intuitive and lends itself to the idea of a pipeline: a table scan (FROM) that is piped to a projection (SELECT).

by data_ders

2/23/2026 at 6:03:21 PM

Pipeline is a specific kind of a graph.

Yes, there will always be hard-to-express queries, the question is how far can we go?

by thesz

2/23/2026 at 7:00:46 PM

Crazy to think that Fortnite might unleash a new population of people who toyed with functional-logic as their first paradigm.

by jnpnj

2/23/2026 at 4:08:05 PM

Does it really help to call SQL a graph?

by lloydatkinson

2/23/2026 at 6:04:45 PM

It does. Just like any other programming language.

by thesz

2/23/2026 at 7:11:54 PM

May as well call everything a graph at that point; meaningless.

by lloydatkinson

2/23/2026 at 10:37:14 PM 

  > meaningless.
No.

You present "programs are graphs" as trivial truth. True trivial truths are, as you pointed out, meaningless. But you leave out degree of applicability - information in the dependence graph differs between programming languages.

Dependencies form a graph, and analyses needed to optimize execution of the program graph differ wildly between languages. Look at С++ aliasing rules and C's "restrict" keyword.

One can't escape the dependence graph. But one can execute dependence graph better or worse, depending (pun intended) on the programming language.

by thesz

2/23/2026 at 4:11:59 PM

right? like it's a graph and a relational model query and a pipeline and a language and an abstract syntax tree and declarative logical plan

by data_ders

2/23/2026 at 3:28:23 PM

Every time I see these layers on top of SQL I think: Just use regular, boring SQL

It will be around for a long time, there's an infinite number of resources and examples for it and if you ever have to onboard someone into your code they don't need to learn something new. You can get pretty far by just using CTEs to "pipeline".

by dewey

2/23/2026 at 3:53:54 PM

I'm as big a SQL stan as the next person and I'm also very skeptical anytime anyone says that SQL needs to be replaced.

At the same time, it's challenging that SQL cannot be iteratively improved and experimented upon.

IMHO, PRQL is a reasonable approach to extending SQL without replacing SQL.

But what I'd love to see is projects like Google's zeta-sql [1] and Substrait [2] get more traction. It would provide a more stable, standardized foundation upon which SQL could be improved, which would make the case for "SQL forever" even more strong.

I've blogged about this before [3].

[1]: https://github.com/google/googlesql [2]: https://substrait.io/ [3]: https://roundup.getdbt.com/p/problem-exists-between-database...

by data_ders

2/23/2026 at 5:01:49 PM

Does anybody just use "regular, boring SQL" in practice though? All queries I have seen are loaded with regex and other non-standard extensions.

Is there even a db vendor that offers full ANSII SQL support? Last I'd checked the answer was no.

by itishappy

2/23/2026 at 5:10:46 PM

In my case I consider Postgres / MariaDB "regular, boring SQL".

by dewey

2/23/2026 at 10:36:30 PM

The problem persists, as Postgres and MariaDB use incompatible SQL dialects, right down to (imo) core concepts such as how to specify an automatically generated primary key.

by itishappy

2/23/2026 at 4:18:30 PM

Complex queries in SQL can quickly get out of control.

The fact that you need to replicate the same complex expressions in multiple values that you select or multiple parts of a where clause is bad enough.

That there’s no way to pipe the result of a query into another query is just adding insult to injury. (Just create a custom view bro).

But if technology competed in quality and not in vendor lock in, we wouldn’t have to deal with C++ or JavaScript.

by kubb

2/23/2026 at 1:00:15 PM

Google's "pipe syntax" is a similar idea: [0]

It's not as elegant as PRQL, because of course it's bolted onto the existing SQL syntax, rather than a redesign from scratch. But it has a big name behind it, and it's actually running in prod in Google Cloud... so it might have more momentum.

[0]: https://cloud.google.com/blog/products/data-analytics/simpli...

by Taikonerd

2/23/2026 at 4:02:17 PM

There’s probably a good reason why not, but I’d love a query language with sum types. They just feel like a natural way to model a lot of data

by hardwaregeek

2/23/2026 at 12:57:37 PM

Is this project stalling out? The last post on the "posts" page is from March 2023. But the last commit to the git repo was last week...

by Taikonerd

2/23/2026 at 7:18:25 PM

Maintainer here!

Indeed we're doing fewer new features (and haven't posted to the posts page in a long time, as you noticed).

But it's still maintained, folks are still using it, if anyone finds bugs in simple-to-moderate queries then we'll fix them.

LLMs probably took a bit of the wind out of our sails for making this "the new standard". But I still think it's a really nice language and interface; if the world changed again such that it became more widely useful, I'd jump to spending lots of time on it again.

by maximilianroos

2/23/2026 at 9:25:47 PM

Hi Maximilian -- nice to hear from you!

I'm sad to hear that about LLMs. I sometimes wonder if the software world is going to be "locked into" our existing languages, because it's what the LLMs can work with.

FWIW, I think the PRQL syntax is beautiful.

by Taikonerd

2/23/2026 at 2:58:16 PM

Matching SQL in features is very hard, especially if you also want to make it more sane and more powerful at the same time while also wanting to be able the generate valid SQL from your syntax. So I am not surprised that it stalled out.

by jeltz

2/23/2026 at 3:09:25 PM

Sure, but they never intended to support everything you can do in SQL. For example, they say on the Roadmap page that they're only going to support SELECTs -- there won't be a PRQL way to do an INSERT, UPDATE, etc.

by Taikonerd

2/23/2026 at 4:48:11 PM

When it comes to SQL it's the select that's by far the majority of the work though, the hard work with mutating operations is on the database implementation, not really the syntax or query plan

by andrew_lettuce

2/23/2026 at 6:00:54 PM

This looks pretty nice to use!

How does it work if you want to join multiple complex subqueries?

How far can a new query language like this go? Could this be added as a native query language in e.g. postgresql?

by infogulch

2/21/2026 at 12:14:20 PM

The title of the submission is literally the first line on the website.

I always find that funny. If you have to provide a pronunciation guide for your product, perhaps consider a different name. I guarantee you’ll still have people pronouncing each individual letter, either because they don’t know or because it’ll be less ambiguous.

by latexr

2/23/2026 at 1:03:24 PM

For the first half of the 90's I pronounced Linux as "LINE-nucks". Then while he still had a thick accent, Linus told us all how he pronounced it "LEE-nooks".

by chuckadams

2/23/2026 at 3:28:49 PM

> I wrote SQLite, and I think it should be pronounced "S-Q-L-ite". Like a mineral. But I'm cool with y'all pronouncing it any way you want. :-)

— D. Richard Hipp

by rgovostes

2/21/2026 at 12:23:17 PM

I mean, as someone who grew up pronouncing it "Ess-Cue-Ell", I wish I learned earlier on that "Sequel" was the intended pronunciation. :)

by dmit

2/23/2026 at 1:52:43 PM

Yes, in Ukrainian/Russian PRQL can be easily read as "prikol" (joke/gag/quirk). But I guess the best name would be "perkele" (emotional, like "damn") in Finnish.

by yhavr

2/23/2026 at 1:48:50 PM

I always used ess-cue-ell to refer to the language, and sequel to refer to the Microsoft product. It would never occur to me to pronounce the Open Source alternative as postgressequel either, that's also invariably called post-gress-cue-ell here.

by tremon

2/21/2026 at 1:24:46 PM

Which is my point. A better name wouldn’t have had that problem. How could you ever know how it’s pronounced if you bump into it on a blog or social media post instead of the official website? We don’t write “SQL (pronounced “sequel”)” every time, we just write “SQL”.

But even then, it makes sense to choose to pronounce it “the wrong way”. I say “sequelite” because that’s fairly clear in context, but “sequel” might not be so I pronounce each letter in that case.

Did know PNG is supposed to be pronounced “ping”? I don’t know anyone who chooses to do that, even if they know.

by latexr

2/23/2026 at 1:05:51 PM

I pronounce PNG "ping". Also JPEG as "jay peg" but, counter to the creator's intention, GIF with a hard "g".

by randallsquared

2/23/2026 at 4:06:14 PM

My favorite answer to the GIF pronunciation debate is to prefer the Old English pronunciation from back before the noun "gift" picked up that extra consonant at the end, which Old English pronounced it rather like "hyeef". (Similar to what a "g" will do in some latinx dialects.) That pronunciation splits the difference and makes some of both hard and soft "g" proponents angry, which is to say that pronunciation is also a gift from the past.

by WorldMaker

2/23/2026 at 4:01:13 PM

SQL's terrible name is IBM's fault for multiple reasons. They were going to spell it Sequel but IBM's lawyers found another company had a trademark on Sequel and forced them to rename it to avoid lawsuits. Rather than pick a new, more original name they instead shrunk the acronym and then IBM's legal also made them tell people to spell it out instead of call it "sequel" to continue to avoid the other company's trademark. So IBM made sure the name and its pronunciation was always a mixed message from very early in the language's history. Thanks, IBM

(I've always pronounced PNG "ping". It's interesting that there is a split there, I'm not sure I would have expected a large one.)

by WorldMaker

2/23/2026 at 2:59:28 PM

I continue to pronounce it S-Q-L... and G-U-I; generally I pronounce most things as initialism and I'm right to do so.

by Avshalom

2/23/2026 at 1:16:21 PM

Nobody calls it sequel in my country.

Even people who know because then they have to explain it which wastes time for no benefit.

by ajuc

2/23/2026 at 3:23:42 PM

"Pipelined" SQL already exists in the form of common table expressions. I don't know of any providers where this is not available. SQLite has had support since 2014.

by bob1029

2/23/2026 at 3:44:19 PM

I agree that CTEs help solve the problem of being able to read a SQL query from top to bottom, but I wouldn't say they're a panacea!

Personally, it's weird to me that `FROM` (scan) comes after `SELECT` (projection). IMHO the datasource should come first!

CTEs don't solve this problem they just let you chain multiple SELECTs together.

A real use case is that it would allow intellisense to kick in a lot earlier!

Instead you have to write `SELECT * FROM my_table` and only after can you edit the `*` and get auto-complete suggestions of the columns from `my_table`

by data_ders

2/23/2026 at 4:15:08 PM

> CTEs don't solve this problem

They kind of do in my head. "WITH" reads to me exactly like the datasource you are looking for.

by bob1029

2/23/2026 at 4:14:15 PM

Sometimes I wonder if the only thing needed in SQL is to switch the order of FROM and SELECT. I think that would satisfy many people who are bothered by the syntax.

by jdkfjdo

2/23/2026 at 4:50:58 PM

You might already know this but in relational algebra the select is SQL's from and the projection is SQL's select, which makes more sense. I always preferred the linq syntax with the from first too

by andrew_lettuce

2/23/2026 at 4:19:34 PM

Its not the only thing needed. To do anything, first you need major databases to implement.

by cyanydeez

2/23/2026 at 3:02:39 PM

Procedural language fanatics have been trying for years to overturn the best declarative language for relational data.

by hbarka

2/23/2026 at 4:19:26 PM

That would be the domain of logic programming languages like Prolog. SQL and its dialects are more for very specific and restricted applications of relational calculus, not general languages for expression of relations, conditions and categories.

by ux266478

2/23/2026 at 3:16:38 PM

PRQL is declarative. They are just heeding the maxim "If it's broke, fix it".

by esafak

2/23/2026 at 3:38:56 PM

Typing fields before table name is like the least bad thing about SQL and doesn't need fixing.

by otabdeveloper4

2/23/2026 at 4:06:45 PM

what do you think is the "most bad" thing about SQL?

by data_ders

2/23/2026 at 4:55:51 PM

Lack of abstractions like (block-scoped) variables and lambda functions.

SQL is declarative and purely functional anyways, so implementing these is a no-brainer.

by otabdeveloper4