8 months ago
My StreamingResponse with FastAPI using Hypercorn works in development but not during production on Railway.
The deploy logs show a Prisma debug but stops mid way through the function with no error. On the frontend it Errors with 504 because it just Timesout.
Is there anything unique I should be aware of with Streaming Responses on Railway?
Project ID: 272293fe-814d-4a92-9d85-82c242f56daa
My API route I am calling is attached
0 Replies
8 months ago
this is just SSE right?
8 months ago
no issues with SSE on railway -
8 months ago
are you sending SSEs to a client's browser or? need a little more context here
Yes, sorry, I am sending it to a clients browser. They make an API call from the next.js backend to Railway for this 'gen_query'.
8 months ago
where does fastapi come into play with next and a clients browser
const fetchResponse = await fetch(`${process.env.NODE_ENV !== 'production'? 'http://127.0.0.1:8000' : 'https://ideally.up.railway.app'}/api/parcel/genquery`, {
method: 'POST',
headers: {
'Accept': 'application/json',
'Content-Type': 'application/json'
},
body: JSON.stringify({ "messages": [{ role: "user", interest_id: lotInterestAccess.interest.id }] })
})
the whole route.ts is as follows:
import { NextResponse, NextRequest } from 'next/server'
import { OpenAIStream, StreamingTextResponse } from 'ai'
export const maxDuration = 300;
export const dynamic = 'force-dynamic'; // always run dynamically
// POST /api/
export async function POST(req: NextRequest) {
const { lotInterestAccess } = await req.json();
try {
// const fetchResponse = await fetch(`${process.env.NODE_ENV !== 'production'? 'http://127.0.0.1:5000' : 'https://ideally-api.up.railway.app'}/ideal/zoneinfo?lotInterestId=${lotInterestAccess.interest.id}&zoneType=${lotInterestAccess.interest.lot.zoneType}&zoneDescription=${lotInterestAccess.interest.lot.zoneDescription}`)
const fetchResponse = await fetch(`${process.env.NODE_ENV !== 'production'? 'http://127.0.0.1:8000' : 'https://ideally.up.railway.app'}/api/parcel/genquery`, {
method: 'POST',
headers: {
'Accept': 'application/json',
'Content-Type': 'application/json'
},
body: JSON.stringify({ "messages": [{ role: "user", interest_id: lotInterestAccess.interest.id }] })
})
return new StreamingTextResponse(fetchResponse.body!);
8 months ago
for testing, cut out the nextjs app and call the public domain of the fastapi service
Okay will do. I have tested several different ways to make API calls but it seems once it hits one error or warning it stalls and I cant call it again… I thought it was a hypercorn thing maybe
8 months ago
this is no doubt a code or config issue, its just a question of where
8 months ago
json structured logs would be best
How come debugging in Deploy Logs is highlighted red with a level: "error" with really no other information besides this?
8 months ago
are you doing json logging?
alot of it is print(). Should I use 'structlog' or is there a preference on Railway?
8 months ago
if you are just using print what other information would you expect to be printed beside your message?
I was just confused to why it 'errored' with printing to stderr.
The main problem is I am just struggling to work out how to debug this issue because all I get is a FUNCTIONINVOCATIONTIMEOUT when I make calls in production. In Development I get no errors come up and it works fine in development.
What would be the best way to debug this?
8 months ago
adding verbose debug logging, you are finding its hard to debug because you do not have the level of observability into your code that you need to.
Ok so I added
import logging
import sys
logging.basicConfig(stream=sys.stdout, level=logging.DEBUG)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
Which offers plenty of system info during deploy. Although the debugging log stops displaying once prisma is disconnected. After that nothing (There should be callbacks logged at this point). If I try to make any further requests no debugging is displayed at all.
8 months ago
are you making sure to log unbuffered?
8 months ago
you would need to reference the loggers / python docs for that
I figured it out. When disconnecting from Prisma Query Engine it would just freeze the server. I switched from using Hypercorn to Uvicorn and now it works!
8 months ago
awesome, glad to hear it
8 months ago
no problem!