Alex Garcia has been building some really cool new custom extensions for SQLite, working in C and Go. So far he's released two:
lines(text, optional-delimiter)
and lines_read(filepath, optional-delimiter)
table-valued functions, for processing files line-by-line.Both of these have interactive demos, which you can try out in your browser in Alex's Observable notebooks:
Getting them to run on a macOS laptop is harder. Here's how I got them to work.
The sqlite3
command that comes built in to macOS has a frustrating limitation: it has been compiled without the ability to load new extensions.
You can confirm this by running the following:
sqlite3 :memory: 'select * from pragma_compile_options()'
On my machine part of the ouput from this says OMIT_LOAD_EXTENSION
.
You can run which sqlite3
to see where it is located - on my system that outputs /usr/bin/sqlite3
.
If you use Homebrew you can run brew install sqlite
- this will install a modern version of SQLite, but it won't link it into your path (it's a "keg-only package" in Homebrew jargon) to avoid conflicting with the macOS default installation. Running brew info sqlite
confirms this.
% brew info sqlite sqlite: stable 3.39.2 (bottled) [keg-only] Command-line interface for SQLite https://sqlite.org/index.html /usr/local/Cellar/sqlite/3.39.2 (11 files, 4.4MB) Poured from bottle on 2022-07-24 at 14:46:49 From: https://github.com/Homebrew/homebrew-core/blob/HEAD/Formula/sqlite.rb License: blessing ==> Dependencies Required: readline ✔ ==> Caveats sqlite is keg-only, which means it was not symlinked into /usr/local, because macOS already provides this software and installing another version in parallel can cause all kinds of trouble. If you need to have sqlite first in your PATH, run: echo 'export PATH="/usr/local/opt/sqlite/bin:$PATH"' >> ~/.zshrc ...
So the command is installed but is not on your path. It lives at /usr/local/opt/sqlite/bin/sqlite3
- so you can run this version using that full path.
Running this confirms that it doesn't have that OMIT_LOAD_EXTENSION
option:
/usr/local/opt/sqlite/bin/sqlite3 :memory: \ 'select * from pragma_compile_options()'
(It also reveals some exciting extra extensions: ENABLE_GEOPOLY
and ENABLE_RTREE
are both listed there.)
You can also download a precompiled SQLite binary for macOS from the SQLite downloads page - though this isn't signed, so you'll need to follow the steps described next to get it to run.
I figured this out after first writing this TIL. If you download a .dylib
extension using wget
it will work straight away:
% cd /tmp /tmp % wget https://github.com/asg017/sqlite-lines/releases/download/v0.1.1/lines0.dylib ... Saving to: ‘lines0.dylib’ /tmp % /usr/local/opt/sqlite/bin/sqlite3 SQLite version 3.39.2 2022-07-21 15:24:47 Enter ".help" for usage hints. Connected to a transient in-memory database. Use ".open FILENAME" to reopen on a persistent database. sqlite> .load lines0 sqlite> .mode column sqlite> select line ->> 'color' as color, sum(line ->> 'value') as sum from lines('{"color":"red","value":56} {"color":"red","value":79} {"color":"blue","value":52} {"color":"blue","value":15}') group by color; color sum ----- --- blue 67 red 135
Grab the html0.dylib
extension from Alex's releases page, again using wget
:
% cd /tmp % wget https://github.com/asg017/sqlite-html/releases/download/v0.1.0/html0.dylib % /usr/local/opt/sqlite/bin/sqlite3 sqlite> .load html0.dylib sqlite> select name from pragma_function_list where name like 'html_%'; html_valid html_count html_text html_text html_group_element_div html_attr_get html_attribute_has html_group_element_span html_attr_has html_element html_trim html_table html_attribute_get html_extract html_version html_debug html_escape html_unescape sqlite> .mode column sqlite> select * from html_each('<ul> <li>Alpha</li> <li>Bravo</li> <li>Charlie</li> <li>Delta</li>', 'li'); html text ---------------- ------- <li>Alpha</li> Alpha <li>Bravo</li> Bravo <li>Charlie</li> Charlie <li>Delta</li> Delta
I first tried downloading the lines0.dylib
file from the 0.1.1 release page.
The first time I tried loading the extension I got this error:
% /usr/local/opt/sqlite/bin/sqlite3 sqlite> .load /Users/simon/Downloads/lines0.dylib Error: dlopen(/Users/simon/Downloads/lines0.dylib.dylib, 0x000A): tried: '/Users/simon/Downloads/lines0.dylib.dylib' (no such file), '/usr/local/lib/lines0.dylib.dylib' (no such file), '/usr/lib/lines0.dylib.dylib' (no such file)
macOS popped up up a helpful dialog box saing what went wrong:
This is because the code hasn't been signed. You can still open it though - the trick is to head over to the macOS Security tab in System Preferences:
Click "Allow Anyway", then try running the .load
command again. Click "Open" one more time in this dialog:
And the extension will load from now on!
See Loading SQLite extensions in Python on macOS.
Created 2022-08-03T10:31:02-07:00, updated 2023-10-27T13:51:34-07:00 · History · Edit