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Unable to invoke nuclio functions from cvat #4855

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yasakova-anastasia opened this issue Aug 26, 2022 · 13 comments
Closed

Unable to invoke nuclio functions from cvat #4855

yasakova-anastasia opened this issue Aug 26, 2022 · 13 comments
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@yasakova-anastasia
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Hi

Unfortunately, I am not able to make the semi automatic annotation work.
I followed the guide to set it up: https://cvat-ai.github.io/cvat/docs/administration/advanced/installation_automatic_annotation/
I can indeed invoke the function with nuctl but not from cvat.

When testing the yolov3 from cvat I get the following error:
Detection error occured Error: Request failed with status code 500. "500 Server Error: Internal Server Error for url: http://nuclio:8070/api/function_invocations".

I am working with
commit 3bd7c7e (HEAD -> master, tag: v2.1.0, origin/master)
nuclio 1.5.16 as stated in cvat/components/serverless/docker-compose.serverless.yml

looking at the nuclio logs with logs --follow nuclio --tail=1:
22.08.18 13:24:11.788 �[0;37mashboard.platform.invoker�[0m �[0;34m(I)�[0m Executing function {"method": "POST", "url": "http://172.17.0.1:8000", "headers": {"Accept":["/"],"Accept-Encoding":["gzip, deflate"],"Connection":["close"],"Content-Length":["612797"],"Content-Type":["application/json"],"User-Agent":["python-requests/2.26.0"],"X-Nuclio-Function-Name":["openvino-omz-public-yolo-v3-tf"],"X-Nuclio-Function-Namespace":["nuclio"],"X-Nuclio-Log-Level":[""],"X-Nuclio-Path":["/"],"X-Nuclio-Project-Name":["cvat"],"X-Nuclio-Target":["openvino-omz-public-yolo-v3-tf"]}}
22.08.18 13:24:11.788 �[0;37m.api/function_invocations�[0m �[0;33m(W)�[0m Failed to invoke function {"err": "Failed to send HTTP request", "errVerbose": "\nError - Post "http://172.17.0.1:8000": dial tcp 172.17.0.1:8000: connect: no route to host\n /nuclio/pkg/platform/abstract/invoker.go:119\n\nCall stack:\nFailed to send HTTP request\n /nuclio/pkg/platform/abstract/invoker.go:119\nFailed to send HTTP request", "errCauses": [{"error": "Post "http://172.17.0.1:8000": dial tcp 172.17.0.1:8000: connect: no route to host"}]}
22.08.18 13:24:11.788 �[0;37m dashboard.server�[0m �[0;32m(D)�[0m Handled request {"requestMethod": "POST", "requestPath": "/api/function_invocations", "requestHeaders": {"Accept":["/"],"Accept-Encoding":["gzip, deflate"],"Connection":["close"],"Content-Length":["612797"],"Content-Type":["application/json"],"User-Agent":["python-requests/2.26.0"],"X-Nuclio-Function-Name":["openvino-omz-public-yolo-v3-tf"],"X-Nuclio-Function-Namespace":["nuclio"],"X-Nuclio-Log-Level":[""],"X-Nuclio-Path":["/"],"X-Nuclio-Project-Name":["cvat"],"X-Nuclio-Target":["openvino-omz-public-yolo-v3-tf"]}, "requestBody": "{"image":
....

For me it looks like that cvat tries to correctly reach http://172.17.0.1:8000 but cvat cannot talk to nuclio.

I have very limited knowledge about networking, so any pointers to debugging this would be great. Thank you!

image

Details:

docker ps :

CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
90da9c9eb929 cvat/openvino.omz.public.yolo-v3-tf:latest "processor" 10 minutes ago Up 10 minutes (healthy) 0.0.0.0:8000->8080/tcp, :::8000->8080/tcp nuclio-nuclio-openvino-omz-public-yolo-v3-tf

9914fa07ec33 cvat/openvino.dextr:latest "processor" 10 minutes ago Up 10 minutes (healthy) 0.0.0.0:49201->8080/tcp, :::49201->8080/tcp nuclio-nuclio-openvino-dextr

4e7eb17e209b alpine:3.11 "/bin/sh -c '/bin/sl…" 47 minutes ago Up 47 minutes nuclio-local-storage-reader

a6e2ee805a5c openvino/cvat_ui "/docker-entrypoint.…" 2 hours ago Up 2 hours 80/tcp cvat_ui

948469b65c8f openvino/cvat_server "/usr/bin/supervisord" 2 hours ago Up 2 hours 8080/tcp cvat

68475d07147d redis:4.0-alpine "docker-entrypoint.s…" 2 hours ago Up 2 hours 6379/tcp cvat_redis

b8eb3153ad24 postgres:10-alpine "docker-entrypoint.s…" 2 hours ago Up 2 hours 5432/tcp cvat_db

1014c7b27c0e quay.io/nuclio/dashboard:1.5.16-amd64 "/docker-entrypoint.…" 2 hours ago Up 2 hours (healthy) 80/tcp, 0.0.0.0:8070->8070/tcp, :::8070->8070/tcp nuclio

d7084596806e traefik:v2.4 "/entrypoint.sh --pr…" 2 hours ago Up 2 hours 0.0.0.0:8080->8080/tcp, :::8080->8080/tcp, 80/tcp, 0.0.0.0:8090->8090/tcp, :::8090->8090/tcp traefik

578b14aa28d3 openpolicyagent/opa:0.34.2-rootless "/opa run --server -…" 2 hours ago Up 2 hours 0.0.0.0:8181->8181/tcp, :::8181->8181/tcp cvat_opa

71297bac6ff6 cvat/ultralytics-yolov5:latest "processor" 4 hours ago Up 4 hours (healthy) 0.0.0.0:49204->8080/tcp, :::49204->8080/tcp nuclio-nuclio-ultralytics-yolov5

nuctl get functions:

NAMESPACE | NAME | PROJECT | STATE | NODE PORT | REPLICAS
nuclio | openvino-dextr | cvat | ready | 49201 | 1/1
nuclio | openvino-omz-public-yolo-v3-tf | cvat | ready | 8000 | 1/1
nuclio | ultralytics-yolov5 | cvat | ready | 49204 | 1/1

Issue by @RadekZenkl

@azhavoro
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@RadekZenkl It's very strange that the nuclio function was deployed on port 8000, please specify your environmet (OS at least) and exact steps to reporduce the issue. This error occurs only with yolov3? What about other functions?

@RadekZenkl
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RadekZenkl commented Aug 29, 2022

Hi @azhavoro

I reinstalled cvat from scratch and redeployed the nuclio functions. I also switched CVAT_VERSION=dev, but I am still getting the same error.

My environment is:

Fedora 35, 5.18.18-100.fc35.x86_64
Docker version 20.10.17, build 100c701
docker-compose version 1.29.2, build unknown
CVAT: v2.0.0-170-gf70aa2e8
Nuclio Version is now 1.8.14 (same as in docker-compose.serverless.yml)

I start CVAT with the following commands:
CVAT_HOST=<host ip>
docker-compose -f docker-compose.yml -f docker-compose.override.yml -f components/serverless/docker-compose.serverless.yml up -d

the deployed tested functions are:
NAMESPACE | NAME | PROJECT | STATE | REPLICAS | NODE PORT
nuclio | openvino-omz-public-yolo-v3-tf | cvat | ready | 1/1 | 49156
nuclio | ultralytics-yolov5 | cvat | ready | 1/1 | 49154

Upon invoking them from CVAT I get the following errors:
Detection error occurred Error: Request failed with status code 503. "HTTPConnectionPool(host='host.docker.internal', port=49156): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fea383f24c0>: Failed to establish a new connection: [Errno 113] No route to host'))".

Respectively:

Detection error occurred Error: Request failed with status code 503. "HTTPConnectionPool(host='host.docker.internal', port=49154): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fea3832af70>: Failed to establish a new connection: [Errno 113] No route to host'))".

image

docker ps:
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
ac2c54541ba4 cvat.ultralytics-yolov5:latest "processor" 15 minutes ago Up 15 minutes (healthy) 0.0.0.0:49154->8080/tcp, :::49154->8080/tcp nuclio-nuclio-ultralytics-yolov5
4eb11f156d7e gcr.io/iguazio/alpine:3.15 "/bin/sh -c '/bin/sl…" 26 minutes ago Up 26 minutes nuclio-local-storage-reader
d4a7809fbd0b cvat/ui:dev "/docker-entrypoint.…" 2 days ago Up 2 days 80/tcp cvat_ui
1eddf5af993e cvat/server:dev "/usr/bin/supervisor…" 2 days ago Up 2 days 8080/tcp cvat_utils
11079503e618 cvat/server:dev "/usr/bin/supervisor…" 2 days ago Up 2 days 8080/tcp cvat_worker_low
15abc87448e1 cvat/server:dev "/usr/bin/supervisor…" 2 days ago Up 2 days 8080/tcp cvat_worker_default
bd8759fbf37b cvat/server:dev "/usr/bin/supervisor…" 2 days ago Up 2 days 8080/tcp cvat_server
5e13968d0e36 redis:4.0-alpine "docker-entrypoint.s…" 2 days ago Up 2 days 6379/tcp cvat_redis
0532e119524c postgres:10-alpine "docker-entrypoint.s…" 2 days ago Up 2 days 5432/tcp cvat_db
393217273fe5 traefik:v2.4 "/entrypoint.sh --pr…" 2 days ago Up 2 days 0.0.0.0:8080->8080/tcp, :::8080->8080/tcp, 80/tcp, 0.0.0.0:8090->8090/tcp, :::8090->8090/tcp traefik
e6003dd2eb8b openpolicyagent/opa:0.34.2-rootless "/opa run --server -…" 2 days ago Up 2 days 0.0.0.0:8181->8181/tcp, :::8181->8181/tcp cvat_opa
fc5f91a79d8c quay.io/nuclio/dashboard:1.8.14-amd64 "/docker-entrypoint.…" 2 days ago Up 2 days (healthy) 80/tcp, 0.0.0.0:8070->8070/tcp, :::8070->8070/tcp nuclio
a7f426ec2b57 cvat/openvino.omz.public.yolo-v3-tf:latest "processor" 4 days ago Up 2 days (healthy) 0.0.0.0:49153->8080/tcp, :::49153->8080/tcp nuclio-nuclio-openvino-omz-public-yolo-v3-tf

The Nuclio functions are deployed with the following command:
nuctl deploy --project-name cvat --path serverless/openvino/dextr/nuclio/ --volume pwd/serverless/common:/opt/nuclio/common --platform local

I also tested this with dextr and retinanet, both produce the same error.

Thank you for your help

@azhavoro
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azhavoro commented Sep 13, 2022

What is output of docker exec cvat_server bash -c "cat /etc/hosts" and docker exec cvat_worker_low bash -c "cat /etc/hosts" commands?

@RadekZenkl
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hi, the output from docker exec cvat_server bash -c "cat /etc/hosts"

127.0.0.1 localhost
::1 localhost ip6-localhost ip6-loopback
fe00::0 ip6-localnet
ff00::0 ip6-mcastprefix
ff02::1 ip6-allnodes
ff02::2 ip6-allrouters
172.17.0.1 host.docker.internal
172.18.0.8 6caf11600a3e

and docker exec cvat_worker_low bash -c "cat /etc/hosts":

127.0.0.1 localhost
::1 localhost ip6-localhost ip6-loopback
fe00::0 ip6-localnet
ff00::0 ip6-mcastprefix
ff02::1 ip6-allnodes
ff02::2 ip6-allrouters
172.18.0.7 416bbed5334e

@azhavoro
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azhavoro commented Sep 13, 2022

The reason is that the cvat_worker_low container does not have host.docker.internal definition.
This issue has been fixed, update cvat source code and restart containers with docker-compose down && docker-compose up -d

@RadekZenkl
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Hey, I updated to v2.2.0.

The docker internal is now part of cvat_worker_low

docker exec cvat_worker_low bash -c "cat /etc/hosts"
127.0.0.1 localhost
::1 localhost ip6-localhost ip6-loopback
fe00::0 ip6-localnet
ff00::0 ip6-mcastprefix
ff02::1 ip6-allnodes
ff02::2 ip6-allrouters
172.17.0.1 host.docker.internal
172.24.0.10 0dff89163759

docker exec cvat_server bash -c "cat /etc/hosts"
127.0.0.1 localhost
::1 localhost ip6-localhost ip6-loopback
fe00::0 ip6-localnet
ff00::0 ip6-mcastprefix
ff02::1 ip6-allnodes
ff02::2 ip6-allrouters
172.17.0.1 host.docker.internal
172.24.0.9 584bb612ca13

the error still prevails
image

@azhavoro
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I will try to reproduce the issue on Fedora

@azhavoro
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Unfortunately, the problem does not occur in a freshly installed Fedora 35 (VM). I think the issue may be related to firewall settings. What is output of docker exec cvat_server bash -c "curl -Lv 172.17.0.1"
Also please provide outputs from docker network ls, docker network inspect cvat_cvat and docker network inspect bridge

@RadekZenkl
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Executing docker exec cvat_server bash -c "curl -Lv 172.17.0.1" leads to:

  • Uses proxy env variable no_proxy == 'elasticsearch,kibana,logstash,nuclio,opa,'
  • Trying 172.17.0.1:80...
  • TCP_NODELAY set
    % Total % Received % Xferd Average Speed Time Time Time Current
    Dload Upload Total Spent Left Speed
    0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0* connect to 172.17.0.1 port 80 failed: No route to host
  • Failed to connect to 172.17.0.1 port 80: No route to host
    0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0
  • Closing connection 0
    curl: (7) Failed to connect to 172.17.0.1 port 80: No route to host

docker network ls :
NETWORK ID NAME DRIVER SCOPE
31e852eb1cf3 bridge bridge local
f5f391a4393c cvat_cvat bridge local
051a298d6127 host host local
aaa792e4ade3 none null local

docker network inspect cvat_cvat:
[
{
"Name": "cvat_cvat",
"Id": "f5f391a4393c09e9fcb3fd2ff4a353fdaa8af71cdeee0c07b9b0030e2018c1ea",
"Created": "2022-09-14T10:17:11.296275775+02:00",
"Scope": "local",
"Driver": "bridge",
"EnableIPv6": false,
"IPAM": {
"Driver": "default",
"Options": null,
"Config": [
{
"Subnet": "172.24.0.0/16",
"Gateway": "172.24.0.1"
}
]
},
"Internal": false,
"Attachable": true,
"Ingress": false,
"ConfigFrom": {
"Network": ""
},
"ConfigOnly": false,
"Containers": {
"0dff8916375946ead88e5adba36a241a04abd7da398e4506c1d63ccf22c0ace1": {
"Name": "cvat_worker_low",
"EndpointID": "ee86a940ab22340ecb270aa9edf6832f486c2734853e95f7fc0e13c4f2a29d3f",
"MacAddress": "02:42:ac:18:00:0a",
"IPv4Address": "172.24.0.10/16",
"IPv6Address": ""
},
"1f0f6b5e6a301dff273676655cf6c370a16f257f953f6ea50db216eed3019361": {
"Name": "cvat_ui",
"EndpointID": "7fb7c47bf413f52e107d6ad8e289c998701e485b2b101c1b01f1c64e63583cfa",
"MacAddress": "02:42:ac:18:00:0b",
"IPv4Address": "172.24.0.11/16",
"IPv6Address": ""
},
"36cacd95f6320f618d3c0bdd89c987c29a884b586992d757b30d6b2607e479d7": {
"Name": "traefik",
"EndpointID": "1461bd79489a6ac793dd08ea0828b6516e8f9993ecb606914b520cbc4602c78e",
"MacAddress": "02:42:ac:18:00:03",
"IPv4Address": "172.24.0.3/16",
"IPv6Address": ""
},
"3e9596fbac84eab82c830e731da928e7a61a5832401ee130f4b000c4b6b45ec1": {
"Name": "cvat_redis",
"EndpointID": "15de39856f75bf2fb474b8faabc82d96b7fcff3ecfaaf3a7cce2d5265ecacb73",
"MacAddress": "02:42:ac:18:00:04",
"IPv4Address": "172.24.0.4/16",
"IPv6Address": ""
},
"56a7dc71396b4249c89da37e8ce02d0c19bbe6d65ea261f1873ff0404529875e": {
"Name": "nuclio",
"EndpointID": "3848322d96d635367da02849b67a8bfba139c40db6c93c3bd6f62be13d917179",
"MacAddress": "02:42:ac:18:00:05",
"IPv4Address": "172.24.0.5/16",
"IPv6Address": ""
},
"584bb612ca132f5cb6ed9c12ca1ea604773bf3a40156c4b424701b221e44b72a": {
"Name": "cvat_server",
"EndpointID": "16f8ba4f85973324a7219bc8cf4b3f627219be5595342abb0400ab2aeb5d3acc",
"MacAddress": "02:42:ac:18:00:09",
"IPv4Address": "172.24.0.9/16",
"IPv6Address": ""
},
"6575c38cc93926d4778b5cac50496215048318871602f5369f33646f297ce835": {
"Name": "cvat_db",
"EndpointID": "673434d7a76d9b48a64996bddd573531636697205840c346624c8ae4649fbe2e",
"MacAddress": "02:42:ac:18:00:02",
"IPv4Address": "172.24.0.2/16",
"IPv6Address": ""
},
"76bb06e8884f18901156969bc0cd21f40058a5db70feaae8bb53443860243410": {
"Name": "cvat_opa",
"EndpointID": "886e5c4b71425fdf6dca9a9127683a3dade0d7c062e0a4c1884dcc405ff6bdae",
"MacAddress": "02:42:ac:18:00:06",
"IPv4Address": "172.24.0.6/16",
"IPv6Address": ""
},
"a2ebc26b52ae5b526d5f48f0a8961ffc386652c3d93fff890ab252ab2ca39b15": {
"Name": "cvat_worker_default",
"EndpointID": "0f9526b1ab5816c465cece7d7c869c345e816ae932dab01e0ec0c1f093889895",
"MacAddress": "02:42:ac:18:00:07",
"IPv4Address": "172.24.0.7/16",
"IPv6Address": ""
},
"a4be6f7adbe2f8a147d553d61878bed3b8dbbb8ef8759b25a4674372fee1e4bf": {
"Name": "cvat_utils",
"EndpointID": "01529e4bb41c15c05797f131dd1fdcb05af4297dd34af96e2d1b5fab287f732e",
"MacAddress": "02:42:ac:18:00:08",
"IPv4Address": "172.24.0.8/16",
"IPv6Address": ""
}
},
"Options": {},
"Labels": {
"com.docker.compose.network": "cvat",
"com.docker.compose.project": "cvat",
"com.docker.compose.version": "1.29.2"
}
}
]

docker network inspect bridge
[
{
"Name": "bridge",
"Id": "31e852eb1cf386f961f6825e7aa4a00f52acab6394cee3df0d471abed36cd259",
"Created": "2022-09-14T08:46:50.787634195+02:00",
"Scope": "local",
"Driver": "bridge",
"EnableIPv6": false,
"IPAM": {
"Driver": "default",
"Options": null,
"Config": [
{
"Subnet": "172.17.0.0/16",
"Gateway": "172.17.0.1"
}
]
},
"Internal": false,
"Attachable": false,
"Ingress": false,
"ConfigFrom": {
"Network": ""
},
"ConfigOnly": false,
"Containers": {
"032f75358c3f568dd2bd0a8626bfa5057f00dd3954a9bde5b5516727e2c7a872": {
"Name": "nuclio-nuclio-pth.facebookresearch.detectron2.retinanet-r101",
"EndpointID": "faa3c3082f5f4eac495fa4208a39b925d4d00018da60a855bb5e5327f70b03d6",
"MacAddress": "02:42:ac:11:00:02",
"IPv4Address": "172.17.0.2/16",
"IPv6Address": ""
},
"25a668e1943478c6d73f4070b4a43ddf2367dcebec59a96b8db2900cd16da624": {
"Name": "nuclio-nuclio-openvino-dextr",
"EndpointID": "9a04570da7568eed4c996afe82ab7adba119afb0baec6fb608078b1586ce4208",
"MacAddress": "02:42:ac:11:00:07",
"IPv4Address": "172.17.0.7/16",
"IPv6Address": ""
},
"ac2c54541ba41319b3a5dc637856bd9a65a39bc946eab050d73908421d8129cd": {
"Name": "nuclio-nuclio-ultralytics-yolov5",
"EndpointID": "45ee4e6309b5a7e530b5e906d494e9db5a47175ebaf1f987168508631c1d5cb4",
"MacAddress": "02:42:ac:11:00:04",
"IPv4Address": "172.17.0.4/16",
"IPv6Address": ""
},
"c24ecd872cb611bae775070cd658f2633abb74f20e2d980806e279492584e49b": {
"Name": "nuclio-nuclio-openvino-omz-public-yolo-v3-tf",
"EndpointID": "3a0833b2ce4ea37a36e8d87f52d0b51c7df9840dfb9233d5d5a99a37724886e8",
"MacAddress": "02:42:ac:11:00:03",
"IPv4Address": "172.17.0.3/16",
"IPv6Address": ""
},
"ea3af58a3e5e61e42af241ec6e35889c13795644a365fd090faee72b60bf87d3": {
"Name": "nuclio-local-storage-reader",
"EndpointID": "2cfa71d9827999b16aaafc7dc20c75f584c5e2de76d90ae2db14d27672fc7999",
"MacAddress": "02:42:ac:11:00:05",
"IPv4Address": "172.17.0.5/16",
"IPv6Address": ""
}
},
"Options": {
"com.docker.network.bridge.default_bridge": "true",
"com.docker.network.bridge.enable_icc": "true",
"com.docker.network.bridge.enable_ip_masquerade": "true",
"com.docker.network.bridge.host_binding_ipv4": "0.0.0.0",
"com.docker.network.bridge.name": "docker0",
"com.docker.network.driver.mtu": "1500"
},
"Labels": {}
}
]

@GalymzhanAbdimanap
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GalymzhanAbdimanap commented Nov 11, 2022

@RadekZenkl have you solved this problem? I have the same problem with hrnet but yolo dextr are working properly
Ubuntu 20.04
cvat 2.2
Docker version 20.10.21
docker-compose version 1.29.2
nuclio 1.8.14


I solved my problem, there the model tried to use the first gpu (i have 2 gpu) that was busy, I changed the gpu ID in function-gpu.yaml (https://docs.docker.com/compose/gpu-support/)

@RadekZenkl
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Hi, no I still haven't solved the problem.
I have a different problem, my docker containers do not get invoked, because they don't receive the request.

@nmanovic
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nmanovic commented Jan 5, 2023

Please try our latest release. I believe right now some issues with nuclio should be resolved.

@ellkrauze
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ellkrauze commented Jul 5, 2024

Hello, I have just faced this problem. When I try to invoke a nuclio function from cvat, I get

Detection error occurred
<html> <head><title>504 Gateway Time-out</title></head> <body> <center><h1>504 Gateway Time-out</h1>
nuctl get functions
 NAMESPACE | NAME          | PROJECT | STATE | REPLICAS | NODE PORT 
 nuclio    | custom-func | cvat    | ready | 1/1      | 32805 

Nuclio function's status in dashboard is

Function deploy complete   [externalInvocationURLs: ["0.0.0.0:32805 "], functionName: "custom-func", httpPort: 32805 , internalInvocationURLs: ["172.17.0.4:8080"]] 

Update

  1. Identify the Function’s Port:
    Find out the port assigned to your function by running:
 $ nuctl get functions
 NAMESPACE | NAME               | PROJECT | STATE | REPLICAS | NODE PORT 
 nuclio    | custom-func  | cvat    | ready | 1/1      | 32805     
  1. Allow Port Access:
    Allow the port through the firewall:
$ sudo ufw allow 32805/tcp

After allowing the port, I was able to successfully invoke the Nuclio function without any timeout errors.

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