Bagaimana menghubungkan topik kafka dengan endpoint web menggunakan paket Faust Python?

9

Saya memiliki aplikasi sederhana, dengan dua fungsi, satu untuk mendengarkan topik dan lainnya untuk titik akhir web. Saya ingin membuat streaming acara sisi server (SSE) yaitu teks / event-stream, sehingga pada klien saya dapat mendengarkannya menggunakan EventSource.

Saya memiliki kode berikut untuk saat ini, di mana setiap fungsi melakukan tugas khususnya:

import faust

from faust.web import Response

app = faust.App("app1", broker="kafka://localhost:29092", value_serializer="raw")
test_topic = app.topic("test")


@app.agent(test_topic)
async def test_topic_agent(stream):
    async for value in stream:
        print(f"test_topic_agent RECEIVED -- {value!r}")
        yield value


@app.page("/")
async def index(self, request):
    return self.text("yey")

Sekarang, saya ingin di indeks, seperti kode ini, tetapi menggunakan faust:

import asyncio
from aiohttp import web
from aiohttp.web import Response
from aiohttp_sse import sse_response
from datetime import datetime


async def hello(request):
    loop = request.app.loop
    async with sse_response(request) as resp:
        while True:
            data = 'Server Time : {}'.format(datetime.now())
            print(data)
            await resp.send(data)
            await asyncio.sleep(1, loop=loop)
    return resp


async def index(request):
    d = """
        <html>
        <body>
            <script>
                var evtSource = new EventSource("/hello");
                evtSource.onmessage = function(e) {
                    document.getElementById('response').innerText = e.data
                }
            </script>
            <h1>Response from server:</h1>
            <div id="response"></div>
        </body>
    </html>
    """
    return Response(text=d, content_type='text/html')


app = web.Application()
app.router.add_route('GET', '/hello', hello)
app.router.add_route('GET', '/', index)
web.run_app(app, host='127.0.0.1', port=8080)

Saya sudah mencoba ini:

import faust

from faust.web import Response

app = faust.App("app1", broker="kafka://localhost:29092", value_serializer="raw")
test_topic = app.topic("test")


# @app.agent(test_topic)
# async def test_topic_agent(stream):
#     async for value in stream:
#         print(f"test_topic_agent RECEIVED -- {value!r}")
#         yield value


@app.page("/", name="t1")
@app.agent(test_topic, name="t")
async def index(self, request):
    return self.text("yey")

Tapi itu memberi saya kesalahan berikut:

Traceback (most recent call last):
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/cli/base.py", line 299, in find_app
    val = symbol_by_name(app, imp=imp)
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/utils/imports.py", line 262, in symbol_by_name
    module = imp(  # type: ignore
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/utils/imports.py", line 376, in import_from_cwd
    return imp(module, package=package)
  File "/Users/maverick/.pyenv/versions/3.8.1/lib/python3.8/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
  File "<frozen importlib._bootstrap>", line 991, in _find_and_load
  File "<frozen importlib._bootstrap>", line 975, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 671, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 783, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/Users/maverick/company/demo1/baiohttp-demo/app1.py", line 18, in <module>
    async def index(self, request):
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/app/base.py", line 1231, in _decorator
    view = view_base.from_handler(cast(ViewHandlerFun, fun))
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/web/views.py", line 50, in from_handler
    return type(fun.__name__, (cls,), {
AttributeError: 'Agent' object has no attribute '__name__'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/maverick/.pyenv/versions/faust_demo/bin/faust", line 8, in <module>
    sys.exit(cli())
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/click/core.py", line 829, in __call__
    return self.main(*args, **kwargs)
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/click/core.py", line 781, in main
    with self.make_context(prog_name, args, **extra) as ctx:
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/cli/base.py", line 407, in make_context
    self._maybe_import_app()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/cli/base.py", line 372, in _maybe_import_app
    find_app(appstr)
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/cli/base.py", line 303, in find_app
    val = imp(app)
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/utils/imports.py", line 376, in import_from_cwd
    return imp(module, package=package)
  File "/Users/maverick/.pyenv/versions/3.8.1/lib/python3.8/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
  File "<frozen importlib._bootstrap>", line 991, in _find_and_load
  File "<frozen importlib._bootstrap>", line 975, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 671, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 783, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/Users/maverick/company/demo1/baiohttp-demo/app1.py", line 18, in <module>
    async def index(self, request):
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/app/base.py", line 1231, in _decorator
    view = view_base.from_handler(cast(ViewHandlerFun, fun))
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/web/views.py", line 50, in from_handler
    return type(fun.__name__, (cls,), {
AttributeError: 'Agent' object has no attribute '__name__'

Saya acara mencoba ini:

import faust

from faust.web import Response

app = faust.App("app1", broker="kafka://localhost:29092", value_serializer="raw")
test_topic = app.topic("test")


# @app.agent(test_topic)
# async def test_topic_agent(stream):
#     async for value in stream:
#         print(f"test_topic_agent RECEIVED -- {value!r}")
#         yield value


@app.agent(test_topic, name="t")
@app.page("/", name="t1")
async def index(self, request):
    return self.text("yey")

Tapi saya mendapatkan kesalahan berikut:

[2020-03-28 10:32:50,676] [29976] [INFO] [^--Producer]: Creating topic 'app1-__assignor-__leader'
[2020-03-28 10:32:50,695] [29976] [INFO] [^--ReplyConsumer]: Starting...
[2020-03-28 10:32:50,695] [29976] [INFO] [^--AgentManager]: Starting...
[2020-03-28 10:32:50,695] [29976] [INFO] [^---Agent: app1.index]: Starting...
[2020-03-28 10:32:50,696] [29976] [ERROR] [^Worker]: Error: TypeError("__init__() missing 1 required positional argument: 'web'")
Traceback (most recent call last):
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/worker.py", line 273, in execute_from_commandline
    self.loop.run_until_complete(self._starting_fut)
  File "/Users/maverick/.pyenv/versions/3.8.1/lib/python3.8/asyncio/base_events.py", line 612, in run_until_complete
    return future.result()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 736, in start
    await self._default_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 743, in _default_start
    await self._actually_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 767, in _actually_start
    await child.maybe_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 795, in maybe_start
    await self.start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 736, in start
    await self._default_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 743, in _default_start
    await self._actually_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 767, in _actually_start
    await child.maybe_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 795, in maybe_start
    await self.start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 736, in start
    await self._default_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 743, in _default_start
    await self._actually_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 760, in _actually_start
    await self.on_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/manager.py", line 58, in on_start
    await agent.maybe_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 795, in maybe_start
    await self.start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 736, in start
    await self._default_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 743, in _default_start
    await self._actually_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/mode/services.py", line 760, in _actually_start
    await self.on_start()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 282, in on_start
    await self._on_start_supervisor()
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 312, in _on_start_supervisor
    res = await self._start_one(
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 251, in _start_one
    return await self._start_task(
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 617, in _start_task
    actor = self(
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 525, in __call__
    return self.actor_from_stream(stream,
  File "/Users/maverick/.pyenv/versions/3.8.1/envs/faust_demo/lib/python3.8/site-packages/faust/agents/agent.py", line 552, in actor_from_stream
    res = self.fun(actual_stream)
TypeError: __init__() missing 1 required positional argument: 'web'
[2020-03-28 10:32:50,703] [29976] [INFO] [^Worker]: Stopping...
[2020-03-28 10:32:50,703] [29976] [INFO] [^-App]: Stopping...
[2020-03-28 10:32:50,703] [29976] [INFO] [^-App]: Flush producer buffer...
[2020-03-28 10:32:50,703] [29976] [INFO] [^--TableManager]: Stopping...

Mungkinkah ada cara untuk ini? Terima kasih banyak sebelumnya!

python python-3.x apache-kafka aiohttp faust Maverick
sumber
Tidak ada pengalaman dengan AIOHttp, tapi saya akan menyarankan mencoba SocketIO
cricket_007
'Agent' object has no attribute '__name__'... Sudahkah Anda mencoba menghapus name="t"?
cricket_007
Ya, saya telah mencoba menghapus name="t"tidak membantu, kesalahan yang sama. @ cricket_007
Maverick
Apakah Anda bisa mendapatkan Faust mencetak pesan ke terminal? Kesalahan tidak ada hubungannya dengan SSE
cricket_007
2
Saya mencoba membantu Anda men-debug. : / 1) Saya tidak tahu masalahnya 2) Tolong buktikan bahwa Anda benar-benar dapat membaca pesan dari topik dengan menunjukkan contoh minimal yang dapat direproduksi
cricket_007

Jawaban:

4

Pekerja Faust juga akan mengekspos server web pada setiap contoh, yang secara default berjalan pada port 6066.

Server akan menggunakan pustaka server aiohttp HTTP dan Anda dapat memanfaatkan hal ini dan membuat streaming acara sisi-server (SSE) seperti pada kode contoh Anda.

Anda dapat membuat agen yang akan membaca dari topik Kafka testdan akan memperbarui variabel last_message_from_topicdengan pesan terakhir dari topik, variabel ini akan terlihat juga dari halaman web Anda.

Di halaman indeks ( @app.page('/')) antarmuka EventSource digunakan untuk menerima acara yang dikirim oleh server. Ini terhubung ke server melalui HTTP dan menerima acara dalam format teks / event-stream dari halaman /hellotanpa menutup koneksi.

Halaman web /hellopada setiap detik mengirimkan teks pesan dengan pesan terakhir dari topik Kafka testdan dengan waktu saat ini dari server.

ini my_worker.pykode file saya :

import asyncio
from datetime import datetime

import faust
from aiohttp.web import Response
from aiohttp_sse import sse_response

app = faust.App(
    "app1",
    broker='kafka://localhost:9092',
    value_serializer='json',
)
test_topic = app.topic("test")

last_message_from_topic = ['No messages yet']


@app.agent(test_topic)
async def greet(greetings):
    async for greeting in greetings:
        last_message_from_topic[0] = greeting


@app.page('/hello')
async def hello(self, request):
    loop = request.app.loop
    async with sse_response(request) as resp:
        while True:
            data = f'last message from topic_test: {last_message_from_topic[0]} | '
            data += f'Server Time : {datetime.now()}'

            print(data)
            await resp.send(data)
            await asyncio.sleep(1, loop=loop)
    return resp


@app.page('/')
async def index(self, request):
    d = """
        <html>
        <body>
            <script>
                var evtSource = new EventSource("/hello");
                evtSource.onmessage = function(e) {
                    document.getElementById('response').innerText = e.data
                }
            </script>
            <h1>Response from server:</h1>
            <div id="response"></div>
        </body>
    </html>
    """
    return Response(text=d, content_type='text/html')

sekarang Anda harus memulai pekerja Faust dengan perintah berikut:

faust -A my_worker worker -l info

di browser web Anda, Anda dapat mengakses http://localhost:6066/:

masukkan deskripsi gambar di sini

di sini adalah kode untuk mengirim pesan ke Kafka pada topik test(dari file python lain):

import time
import json

from kafka import  KafkaProducer

producer = KafkaProducer(bootstrap_servers=['localhost:9092'],value_serializer=lambda x: json.dumps(x).encode('utf-8'))


for i in range(220):
    time.sleep(1)
    producer.send('test', value=f'Some message from kafka id {i}')
kederrac
sumber
1

Membaca faust dokumentasi web sepertinya tidak menangani SSE.

@app.agentdipanggil kembali ketika pesan kafka dikonsumsi dan @app.pageketika permintaan http diproses. Menggabungkan mereka mungkin tidak mungkin.

Pendekatan alternatif yang digunakan faust.webadalah polling dari javascript.
Misalnya menggunakan:

import faust
from faust.web import Response

app = faust.App("myapp", broker="kafka://kafka:9092", value_serializer="raw")
test_topic = app.topic("test")
app.lastmsg = ""

@app.agent(test_topic)
async def test_topic_agent(stream):
    async for value in stream:
        app.lastmsg = str(value)
        yield value

@app.page("/msg")
async def msg(self, request):
    return self.text(app.lastmsg)

@app.page("/")
async def index(self, request):
    body = """
        <html>
        <body>
            <script>
                setInterval(()=>{
                    let xhr = new XMLHttpRequest();
                    xhr.open('GET', '/msg');
                    xhr.send();
                    xhr.onload = function() {
                        if (xhr.status == 200) {
                            document.getElementById('response').innerText = xhr.response
                        }
                    }
                },1000);
            </script>
            <h1>Response from server:</h1>
            <div id="response"></div>
        </body>
    </html>
    """
    return self.html(body)

Implementasi naif ini menyimpan pesan kafka app.lastmsgyang bisa didapat oleh api /msg.

Untuk menggunakan SSE, Anda dapat menggunakan asynciountuk bagian web dan faustuntuk konsumen kafka.

mpromonet
sumber