I’ve really been enjoying using sqlmodel for my projects that need a database.
One thing that I definitely lacked on for too long was indexing my database. I
hit a point with one database where it was taking 7s for pretty simple
paginated queries to return 10 records.
For every field that you will be querying on, you can create an index, by
setting it equal to Field(index=True)
class Hero(SQLModel, table=True):
id: int | None = Field(default=None, primary_key=True)
name: str = Field(index=True)
secret_name: str
age: int | None = Field(default=None, index=True)
example courtesy of the docs
Note
primary keys are indexed by default.
The docs cover this pretty well, and in quite depth - Optimizing Queries [1]
References:
[1]: https://sqlmodel.tiangolo.com/tutorial/indexes/
Today I Learned
Short TIL posts
1852 posts
latest post 2026-05-13
Publishing rhythm
Redirecting
15r10nk.github.io [1]
This is a cool snapshot testing tool that automatically creates, and updates test values for you.
Starting with some test code.
from inline_snapshot import snapshot
def something():
return 1548 * 18489
def test_something():
assert something() == snapshot()
now if I run pytest my tests will fail because my assert will fail, but if I run pytest --inline-snapshot=create it will fill out my snapshot values and the file will then look like this.
from inline_snapshot import snapshot
def something():
return 1548 * 18489
def test_something():
assert something() == snapshot(28620972)
Note
This post is a thought [2]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: https://15r10nk.github.io/inline-snapshot/
[2]: /thoughts/
inline-snapshot is a new tool that I am trying out for python testing. It
takes snapshots of your outputs and places them inline with the test.
Here is the most basic starter.
import inline_snapshot
def test_one():
assert 1 == snapshot()
Now when I run pytest my tests will fail because my assert has no value, but if I
run pytest --inline-snapshot=create it will fill out my snapshot values and the
file will then look like this.
import inline_snapshot
def test_one():
assert 1 == snapshot(1)
It also works with pydantic models.
class MyModel(BaseModel):
name: str
age: int
nickname: str | None = None
def test_my_model_instance():
assert MyModel(name="Waylon", age=1) == snapshot(MyModel(name="Waylon", age=1))
def test_my_model_fields():
me = MyModel(name="Waylon", age=1, nickname='Waylon')
assert me.name == snapshot("Waylon")
assert me.age == snapshot(1)
assert me.nickname == snapshot("Waylon")
nalgeon [1] has done a fantastic job with redka [2]. Highly recommend taking a look.
Redis re-implemented with SQLite
References:
[1]: https://github.com/nalgeon
[2]: https://github.com/nalgeon/redka
GitHub - nalgeon/redka: Redis re-implemented with SQL
Redis re-implemented with SQL. Contribute to nalgeon/redka development by creating an account on GitHub.
GitHub · github.com [1]
Redka a sick new redis compatable api, that uses sqlite as its backend datastore. It feels lightweight to use as it is a single small binary. Data does not have to fit into memory as it uses sqlite to store data.
Note
This post is a thought [2]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: https://github.com/nalgeon/redka
[2]: /thoughts/
Today I learned how to VACUUM a sqlite database and cut its size in about half.
It’s a database that I have had running for quite awhile and has some decent
traffic on it.
Why is it important to do a VACUUM? In short its becuase the file system gets
fragmented with as data is updated. On delete the files are removed from the
database and marked as available for reuse in the filesystem, but the space is
not reclaimed.
To VACUUM a database, run the following sql command. You can do it right form
the sqlite shell by running sqlite3.
You will need about double the current size of the database as free space to
do the VACUUM, you need space for a full copy, journaling or write ahead
logs, and the existing database.
VACUUM;
The docs are fantastic for vacuum [1].
References:
[1]: https://www.sqlite.org/lang_vacuum.html
Arch Linux - News: The xz package has been backdoored
archlinux.org [1]
Check your system to see if you are vulnerable to the xz backdoor.
I found this line most pertanent to me.
The xz packages prior to version 5.6.1-2 (specifically 5.6.0-1 and 5.6.1-1) contain this backdoor.
Also it appears that arch is not vulnerable as it does not directly link openssh to liblzma, so the known attack vecotor is not possible. read to the end of the linked article for more.
Note
This post is a thought [2]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: https://archlinux.org/news/the-xz-package-has-been-backdoored/
[2]: /thoughts/
![[None]]
Install it
{
"ThePrimeagen/harpoon",
branch = "harpoon2",
dependencies = { "nvim-lua/plenary.nvim" },
config = function()
require("waylonwalker.plugins.harpoon").setup()
end,
},
harpoon config
local harpoon = require("harpoon")
M = {}
M.setup = function()
-- REQUIRED
harpoon:setup()
-- REQUIRED
vim.keymap.set("n", "<F10>", function() harpoon:list():append() end)
vim.keymap.set("n", "<F9>", function() harpoon.ui:toggle_quick_menu(harpoon:list()) end)
vim.keymap.set("n", "<F1>", function() harpoon:list():select(1) end)
vim.keymap.set("n", "<F2>", function() harpoon:list():select(2) end)
vim.keymap.set("n", "<F3>", function() harpoon:list():select(3) end)
-- these are cnext/cprev
-- vim.keymap.set("n", "<F4>", function() harpoon:list():select(4) end)
-- vim.keymap.set("n", "<F5>", function() harpoon:list():select(5) end)
vim.keymap.set("n", "<F6>", function() harpoon:list():select(6) end)
-- Toggle previous & next buffers stored within Harpoon list
vim.keymap.set("n", "<F7>", function() harpoon:list():prev() end)
vim.keymap.set("n", "<F8>", function() harpoon:list():next() end)
-- basic telescope configuration
local conf = require("telescope.config").valu...
I learned that tailwind animations are pretty easy to add only needing a few
classes. For some reason though my brain broke, thinking that I could
dynamically change the number and you can’t cause there are only so many pre
compiled classes without using an arbitrary value with brackets.
Here are the classes that I used to transition my colors very slowly.
<div id="square"
class="transition-colors ease-in-out duration-700">
</div>
And the entire square element.
<div id="square"
class="w-16 h-16 bg-rose-500 rounded border border-4 border-rose-800 hover:bg-indigo-600 hover:border-yellow-500 transition-colors ease-in-out duration-700">
</div>
I recently updated ollama [1], and it now installs a systemd
service that I was not expecting. Seems like a great option, but I hadn’t
expeted this and I was able to kill it previously. It was using up gpu, and I
do other things on my machine with a gpu. I tried pkill, kill, and everything,
it was still coming back.
No matter what it comes back
# stop it
systemctl stop ollama.service
# disable it if you want
systemctl disable ollama.service
# confirm its status
systemctl status ollama.service
You can confirm this with the following command.
# checking running processes
ps aux | grep ollama
pgrep ollama
# checking gpu processes
gpustat --show-cmd --show-pid
Next time you want to start you can do it as before with ollama serve.
References:
[1]: https://ollama.com/
-
I found this statement quite intriguing.
multi-cursors are just macros.
This is quite a philisophical video and mostly prime talking about the things that make vim vim, and what prime needs in and editor vs what he can live without.
Note
This post is a thought [1]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: /thoughts/
Typer makes it easy to compose your cli applications, like you might with a web
router if you are more familiar with that. This allows you to build smaller
applications that compose into a larger application.
You will see similar patterns in the wild, namely the aws cli which always
has the aws <command> <subcommand> pattern.
Lets setup the cli app itself first. You can put it in project/cli/cli.py.
import typer
from project.cli.api import api_app
from project.cli.config import config_app
from project.cli.user import user_app
from project.cli.run import run_app
app = typer.Typer()
app.add_typer(api_app, name="api")
app.add_typer(config_app, name="config")
app.add_typer(user_app, name="user")
app.add_typer(run_app, name="run")
Creating an app that will become a command is the same as creating a regular
app in Typer. We need to create a callback that will become our command, and a
command that will become our subcommand in the parent app.
import typer
from rich.console import Console
from project.config import get_config
config_app = typer.Typer()
@config_app.callback()
def config():
"model cli"
@config_app.command()
def show(
):
project_config = get_config(env)
Cons...
I learned not to fear the arbitrary size feature of tailwind. While building
out reader.waylonwalker.com [1] I kept getting
content flowing off the screen, and struggling to keep it on the screen. I
really felt that I should be able to do this with vanilla tailwind, but after
some encouragement from Twitter I decided to lean on arbitrary values and it
worked.
Don’t fear the arbitrary values.
<li class="max-w-[100vw]">
</li>
Learn more about using-arbitrary-values from their docs
docs [2]
References:
[1]: https://reader.waylonwalker.com
[2]: https://tailwindcss.com/docs/adding-custom-styles#using-arbitrary-values
Use an llm to automagically generate meaningful git commit messages
I
harper.blog [1]
This is pretty sick, I wanted this early on when I was making lockhart. I wanted to do the git [2] hook thing but could not figure it out and did not know that prepare-commit-msg was a hook that I could use.
Git Hooked
Then I remembered! Git hooks! Lol. Why would I have that in my brain - who knows!
I asked claude again, and they whipped up a simple script that would act as a hook that triggers with the prepare-commit-msg event.
This is awesome, cuz if you want to add a git message, you can skip the hook. But if you are lazy, you exclude the message and it will call the LLM.
Simon Willison’s llm cli comes in clutch here, it has such a good intereface to allow a prompt to be piped in, but the system prompt be set by -s.
gpt = "!f() { git diff $1 | llm -s \"$(cat ~/.config/prompts/commit-system-prompt.txt)\" }; f"
I love hacking on projects, but often I am super bad at making commits that make sense.
I completely relate to this statement, and this is why I am trying it.
Note
This post is a thought [3]. It’s a short note that I make
about someone else’s content online #thoughts
Refere...
Each time I go to set up npm I am frustrated by the errors saying that I don’t
have permission to npm i -g <package>, and it’s frustrating. And I forget
what I need to do to tell npm to install packages in a directory I own, and my
shell to look there so that I can use the executables.
mkdir ~/.npm-global
export NPM_CONFIG_PREFIX=~/.npm-global
export PATH=$PATH:~/.npm-global/bin
For the fix to remain persistent you need to put these two lines in your shell
profile like ~/.bashrc or ~/.zshrc.
export NPM_CONFIG_PREFIX=~/.npm-global
export PATH=$PATH:~/.npm-global/bin
If you are designing a website in dark mode the scrollbars can be finicky to
match the theme. Here is a pretty sane default that looks nice without being
obnoxiously contrast to the rest of the site.
<style>
::-webkit-scrollbar {
height: 1rem;
width: 1rem;
}
::-webkit-scrollbar-track {
background-color: rgb(24 24 27);
}
body::-webkit-scrollbar-track {
background-color: rgb(39 39 42);
}
::-webkit-scrollbar-thumb {
background-color: rgb(82 82 91);
}
::-webkit-scrollbar-thumb:hover {
background-color: rgb(113 113 122);
}
body::-webkit-scrollbar-thumb {
background-color: rgb(82 82 91);
}
body::-webkit-scrollbar-thumb:hover {
background-color: rgb(113 113 122);
}
::-webkit-scrollbar-corner {
background-color: rgb(39 39 42);
}
</style>
Want a rounded scrollbar thumb? add these styles.
::-webkit-scrollbar-thumb {
border-radius: 0.25rem;
border-radius: 9999px;
}
body::-webkit-scrollbar-thumb {
border-radius: 0.25rem;
border-radius: 9999px;
}
This makes a very nice looking default darkmode scrollbar.
External Link
stackoverflow.com [1]
Its sad that this is not the accepted answer.
mkdir ~/.npm-global
export NPM_CONFIG_PREFIX=~/.npm-global
export PATH=$PATH:~/.npm-global/bin
Note
This post is a thought [2]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: https://stackoverflow.com/questions/16151018/how-to-fix-npm-throwing-error-without-sudo#answer-41395398
[2]: /thoughts/
Before deploying to cloudflare pages with wrangler you need a cloudflare api
token. You can get one at
dash.cloudflare.com/profile/api-tokens [1].
[2]
Install Wrangler # [3]
Next install wrangler using npm.
npm i -g wrangler
Create a Project # [4]
Before you deploy to cloudflare pages you need to create a project. You might
already have one, or you might want to create one in the webui, but you have
the option to create it at the command line with wrangler.
npx wrangler pages deploy markout --project-name reader-waylonwalker-com --branch markout
Deploy # [5]
Now you can deploy your static application using wrangler to cloudflare pages.
In this example I have my application built into the markout directory, and
since the production branch is named markout I need to pass that in here as
well.
wrangler pages deploy markout --project-name reader-waylonwalker-com --branch markout
References:
[1]: https://dash.cloudflare.com/profile/api-tokens
[2]: https://dropper.waylonwalker.com/api/file/7b566e55-98ff-4d96-b0bc-3c4e5b619d68.png
[3]: #install-wrangler
[4]: #create-a-project
[5]: #deploy
External Link
stackoverflow.com [1]
This is how you fix the stupid corner section of a double scroll bar being white on a dark theme site.
::-webkit-scrollbar-corner {
background: rgba(0,0,0,0);
}
The question included an example image where you can see white squares everywhere there are horizontal and vertical scroll bars.
[2]
Note
This post is a thought [3]. It’s a short note that I make
about someone else’s content online #thoughts
References:
[1]: https://stackoverflow.com/questions/35968553/webkit-scrollbar-css-always-a-white-box-in-corner
[2]: https://i.stack.imgur.com/P6b7f.png
[3]: /thoughts/
For my reader app I am using cronjobs to schedule my a new build and upload to
cloudflare pages every hour. In this example I have built a docker image
docker.io/waylonwalker/reader-waylonwalker-com and pushed it to dockerhub.
It uses a CLOUDFLARE_API_TOKEN secret to access cloudflare, and the
entrypoint itself does the build and upload.
apiVersion: v1
kind: Namespace
metadata:
creationTimestamp: null
name: reader
namespace: reader
---
apiVersion: batch/v1
kind: CronJob
metadata:
name: reader-cronjob
namespace: reader
spec:
schedule: "0 * * * *"
successfulJobsHistoryLimit: 6
failedJobsHistoryLimit: 6
jobTemplate:
spec:
template:
spec:
containers:
- name: reader-container
image: docker.io/waylonwalker/reader-waylonwalker-com:latest
env:
- name: CLOUDFLARE_API_TOKEN
valueFrom:
secretKeyRef:
name: cloudflare-secret
key: cloudflare-secret
restartPolicy: OnFailure