add celery example

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David Lord 2023-02-09 10:50:57 -08:00
parent dca8cf013b
commit 3f195248dc
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from celery import Celery
from celery import Task
from flask import Flask
from flask import render_template
def create_app() -> Flask:
app = Flask(__name__)
app.config.from_mapping(
CELERY=dict(
broker_url="redis://localhost",
result_backend="redis://localhost",
task_ignore_result=True,
),
)
app.config.from_prefixed_env()
celery_init_app(app)
@app.route("/")
def index() -> str:
return render_template("index.html")
from . import views
app.register_blueprint(views.bp)
return app
def celery_init_app(app: Flask) -> Celery:
class FlaskTask(Task):
def __call__(self, *args: object, **kwargs: object) -> object:
with app.app_context():
return self.run(*args, **kwargs)
celery_app = Celery(app.name, task_cls=FlaskTask)
celery_app.config_from_object(app.config["CELERY"])
celery_app.set_default()
app.extensions["celery"] = celery_app
return celery_app

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import time
from celery import shared_task
from celery import Task
@shared_task(ignore_result=False)
def add(a: int, b: int) -> int:
return a + b
@shared_task()
def block() -> None:
time.sleep(5)
@shared_task(bind=True, ignore_result=False)
def process(self: Task, total: int) -> object:
for i in range(total):
self.update_state(state="PROGRESS", meta={"current": i + 1, "total": total})
time.sleep(1)
return {"current": total, "total": total}

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<!doctype html>
<html>
<head>
<meta charset=UTF-8>
<title>Celery Example</title>
</head>
<body>
<h2>Celery Example</h2>
Execute background tasks with Celery. Submits tasks and shows results using JavaScript.
<hr>
<h4>Add</h4>
<p>Start a task to add two numbers, then poll for the result.
<form id=add method=post action="{{ url_for("tasks.add") }}">
<label>A <input type=number name=a value=4></label><br>
<label>B <input type=number name=b value=2></label><br>
<input type=submit>
</form>
<p>Result: <span id=add-result></span></p>
<hr>
<h4>Block</h4>
<p>Start a task that takes 5 seconds. However, the response will return immediately.
<form id=block method=post action="{{ url_for("tasks.block") }}">
<input type=submit>
</form>
<p id=block-result></p>
<hr>
<h4>Process</h4>
<p>Start a task that counts, waiting one second each time, showing progress.
<form id=process method=post action="{{ url_for("tasks.process") }}">
<label>Total <input type=number name=total value="10"></label><br>
<input type=submit>
</form>
<p id=process-result></p>
<script>
const taskForm = (formName, doPoll, report) => {
document.forms[formName].addEventListener("submit", (event) => {
event.preventDefault()
fetch(event.target.action, {
method: "POST",
body: new FormData(event.target)
})
.then(response => response.json())
.then(data => {
report(null)
const poll = () => {
fetch(`/tasks/result/${data["result_id"]}`)
.then(response => response.json())
.then(data => {
report(data)
if (!data["ready"]) {
setTimeout(poll, 500)
} else if (!data["successful"]) {
console.error(formName, data)
}
})
}
if (doPoll) {
poll()
}
})
})
}
taskForm("add", true, data => {
const el = document.getElementById("add-result")
if (data === null) {
el.innerText = "submitted"
} else if (!data["ready"]) {
el.innerText = "waiting"
} else if (!data["successful"]) {
el.innerText = "error, check console"
} else {
el.innerText = data["value"]
}
})
taskForm("block", false, data => {
document.getElementById("block-result").innerText = (
"request finished, check celery log to see task finish in 5 seconds"
)
})
taskForm("process", true, data => {
const el = document.getElementById("process-result")
if (data === null) {
el.innerText = "submitted"
} else if (!data["ready"]) {
el.innerText = `${data["value"]["current"]} / ${data["value"]["total"]}`
} else if (!data["successful"]) {
el.innerText = "error, check console"
} else {
el.innerText = "✅ done"
}
console.log(data)
})
</script>
</body>
</html>

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from celery.result import AsyncResult
from flask import Blueprint
from flask import request
from . import tasks
bp = Blueprint("tasks", __name__, url_prefix="/tasks")
@bp.get("/result/<id>")
def result(id: str) -> dict[str, object]:
result = AsyncResult(id)
ready = result.ready()
return {
"ready": ready,
"successful": result.successful() if ready else None,
"value": result.get() if ready else result.result,
}
@bp.post("/add")
def add() -> dict[str, object]:
a = request.form.get("a", type=int)
b = request.form.get("b", type=int)
result = tasks.add.delay(a, b)
return {"result_id": result.id}
@bp.post("/block")
def block() -> dict[str, object]:
result = tasks.block.delay()
return {"result_id": result.id}
@bp.post("/process")
def process() -> dict[str, object]:
result = tasks.process.delay(total=request.form.get("total", type=int))
return {"result_id": result.id}