Deploy 100,000 multiplayer checkboxes on Modal with FastHTML
This example shows how you can deploy a multiplayer checkbox game with FastHTML on Modal.
FastHTML is a Python library built on top of HTMX which allows you to create entire web applications using only Python. For a simpler template for using FastHTML with Modal, check out this example.
Our example is inspired by 1 Million Checkboxes.
import time
from asyncio import Lock
from pathlib import Path
from uuid import uuid4
import modal
from .constants import N_CHECKBOXES
app = modal.App("example-checkboxes")
db = modal.Dict.from_name("example-checkboxes-db", create_if_missing=True)
css_path_local = Path(__file__).parent / "styles.css"
css_path_remote = Path("/assets/styles.css")
@app.function(
image=modal.Image.debian_slim(python_version="3.12").pip_install(
"python-fasthtml==0.6.9", "inflect~=7.4.0"
),
concurrency_limit=1, # we currently maintain state in memory, so we restrict the server to one worker
mounts=[
modal.Mount.from_local_file(css_path_local, remote_path=css_path_remote)
],
allow_concurrent_inputs=1000,
)
@modal.asgi_app()
def web():
import fasthtml.common as fh
import inflect
# Connected clients are tracked in-memory
clients = {}
clients_mutex = Lock()
# We keep all checkbox fasthtml elements in memory during operation, and persist to modal dict across restarts
checkboxes = db.get("checkboxes", [])
checkbox_mutex = Lock()
if len(checkboxes) == N_CHECKBOXES:
print("Restored checkbox state from previous session.")
else:
print("Initializing checkbox state.")
checkboxes = []
for i in range(N_CHECKBOXES):
checkboxes.append(
fh.Input(
id=f"cb-{i}",
type="checkbox",
checked=False,
# when clicked, that checkbox will send a POST request to the server with its index
hx_post=f"/checkbox/toggle/{i}",
hx_swap_oob="true", # allows us to later push diffs to arbitrary checkboxes by id
)
)
async def on_shutdown():
# Handle the shutdown event by persisting current state to modal dict
async with checkbox_mutex:
db["checkboxes"] = checkboxes
print("Checkbox state persisted.")
style = open(css_path_remote, "r").read()
app, _ = fh.fast_app(
# FastHTML uses the ASGI spec, which allows handling of shutdown events
on_shutdown=[on_shutdown],
hdrs=[fh.Style(style)],
)
# handler run on initial page load
@app.get("/")
async def get():
# register a new client
client = Client()
async with clients_mutex:
clients[client.id] = client
return (
fh.Title(f"{N_CHECKBOXES // 1000}k Checkboxes"),
fh.Main(
fh.H1(
f"{inflect.engine().number_to_words(N_CHECKBOXES).title()} Checkboxes"
),
fh.Div(
*checkboxes,
id="checkbox-array",
),
cls="container",
# use HTMX to poll for diffs to apply
hx_trigger="every 1s", # poll every second
hx_get=f"/diffs/{client.id}", # call the diffs endpoint
hx_swap="none", # don't replace the entire page
),
)
# users submitting checkbox toggles
@app.post("/checkbox/toggle/{i}")
async def toggle(i: int):
async with checkbox_mutex:
cb = checkboxes[i]
cb.checked = not cb.checked
checkboxes[i] = cb
async with clients_mutex:
expired = []
for client in clients.values():
# clean up old clients
if not client.is_active():
expired.append(client.id)
# add diff to client for when they next poll
client.add_diff(i)
for client_id in expired:
del clients[client_id]
return
# clients polling for any outstanding diffs
@app.get("/diffs/{client_id}")
async def diffs(client_id: str):
# we use the `hx_swap_oob='true'` feature to
# push updates only for the checkboxes that changed
async with clients_mutex:
client = clients.get(client_id, None)
if client is None or len(client.diffs) == 0:
return
client.heartbeat()
diffs = client.pull_diffs()
async with checkbox_mutex:
diff_array = [checkboxes[i] for i in diffs]
return diff_array
return app
Class for tracking state to push out to connected clients
class Client:
def __init__(self):
self.id = str(uuid4())
self.diffs = []
self.inactive_deadline = time.time() + 30
def is_active(self):
return time.time() < self.inactive_deadline
def heartbeat(self):
self.inactive_deadline = time.time() + 30
def add_diff(self, i):
if i not in self.diffs:
self.diffs.append(i)
def pull_diffs(self):
# return a copy of the diffs and clear them
diffs = self.diffs
self.diffs = []
return diffs