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