Unable to run @tensorflow/tfjs-node in Alpine linux #1425

moustafa-a · 2019-03-19T22:03:59Z

TensorFlow.js version

1.0.1

Describe the problem or feature request

Hi I'm trying to run tjfs-node in a Docker node:8-alpine image. I managed to install tfjs and tfjs-node but when I try to run my js code I get the following error:

Registration of backend tensorflow failed
Error: Error relocating /home/app/function/node_modules/@tensorflow/tfjs-node/build/Release/libtensorflow.so: __memcpy_chk: symbol not found
    at Object.Module._extensions..node (module.js:682:18)
    at Module.load (module.js:566:32)
    at tryModuleLoad (module.js:506:12)
    at Function.Module._load (module.js:498:3)
    at Module.require (module.js:597:17)
    at require (internal/module.js:11:18)
    at bindings (/home/app/function/node_modules/bindings/bindings.js:84:48)
    at /home/app/function/node_modules/@tensorflow/tfjs-node/dist/index.js:49:60
    at Environment.registerBackend (/home/app/function/node_modules/@tensorflow/tfjs-core/dist/environment.js:439:27)
    at Object.<anonymous> (/home/app/function/node_modules/@tensorflow/tfjs-node/dist/index.js:48:8)

Dockerfile

FROM node:8-alpine

RUN addgroup -S app && adduser app -S -G app
RUN apk --no-cache add curl \
    && echo "Pulling watchdog binary from Github." \
    && curl -sSL https://github.com/openfaas/faas/releases/download/0.9.14/fwatchdog > /usr/bin/fwatchdog \
    && chmod +x /usr/bin/fwatchdog \
    && apk del curl --no-cache

RUN apk --no-cache --virtual .build-deps add \
        python \
        make \
        g++ \
    && apk --no-cache --virtual .canvas-build-deps add \
        build-base \
        cairo-dev \
        jpeg-dev \
        pango-dev \
        giflib-dev \
        pixman-dev \
        pangomm-dev \
        libjpeg-turbo-dev \
        freetype-dev \
    && apk --no-cache --virtual .tensorflow-build-deps add \
        libc6-compat \
        alpine-sdk \
    && apk --no-cache add \
        pixman \
        cairo \
        pango \
        giflib \
        libjpeg \
        libc6-compat

WORKDIR /root/

# Turn down the verbosity to default level.
ENV NPM_CONFIG_LOGLEVEL warn

RUN mkdir -p /home/app

# Wrapper/boot-strapper
WORKDIR /home/app
COPY package.json ./

# This ordering means the npm installation is cached for the outer function handler.
RUN npm i --production

# Copy outer function handler
COPY index.js ./

# COPY function node packages and install, adding this as a separate
# entry allows caching of npm install runtime dependencies
WORKDIR /home/app/function
COPY function/*.json ./
RUN npm i --production || :

RUN apk del .build-deps --no-cache \
    && apk del .canvas-build-deps --no-cache \
    && apk del .tensorflow-build-deps --no-cache

# Copy in additional function files and folders
COPY --chown=app:app function/ .

WORKDIR /home/app/

# chmod for tmp is for a buildkit issue (@alexellis)
RUN chmod +rx -R ./function \
    && chown app:app -R /home/app \
    && chmod 777 /tmp

USER app

ENV cgi_headers="true"
ENV fprocess="node index.js"
EXPOSE 8080

HEALTHCHECK --interval=3s CMD [ -e /tmp/.lock ] || exit 1

CMD ["fwatchdog"]

package.json

{
  "name": "function",
  "version": "1.0.0",
  "description": "",
  "main": "handler.js",
  "scripts": {
    "test": "echo \"Error: no test specified\" && exit 1"
  },
  "keywords": [],
  "author": "",
  "license": "ISC",
  "dependencies": {
    "@tensorflow/tfjs": "^1.0.1",
    "@tensorflow/tfjs-node": "^1.0.1",
    "canvas": "^2.4.0",
    "perf_hooks": "0.0.1"
  }
}

The text was updated successfully, but these errors were encountered:

yos1p · 2020-03-08T01:25:22Z

Any progress on how to solve this issue?

yos1p · 2020-03-08T11:56:33Z

I think tfjs-node cannot run on Alpine linux. I have to change to Debian so that I can install necessary dependency. So if you use Docker, my suggestion is to use Debian-based image.

This works for me:

FROM node:buster-slim

COPY . .

RUN apt-get update && \ 
    apt-get install -y build-essential \
    wget \
    python3 \
    make \
    gcc \ 
    libc6-dev 

RUN npm install

EXPOSE 3000

CMD [ "node", "index.js" ]

malcolmcdixon · 2020-04-20T19:54:46Z

Is this likely to be resolved soon? Any other workarounds?

yuva-dev · 2020-10-17T09:49:47Z

I think tfjs-node cannot run on Alpine linux. I have to change to Debian so that I can install necessary dependency. So if you use Docker, my suggestion is to use Debian-based image.

This works for me:
FROM node:buster-slim

COPY . .

RUN apt-get update && \ 
    apt-get install -y build-essential \
    wget \
    python3 \
    make \
    gcc \ 
    libc6-dev 

RUN npm install

EXPOSE 3000

CMD [ "node", "index.js" ]

Man !!! you are a saviour ✌🏻

google-ml-butler · 2020-10-26T19:46:19Z

This issue has been automatically marked as stale because it has not had recent activity. It will be closed in 7 days if no further activity occurs. Thank you.

google-ml-butler · 2020-11-02T20:10:46Z

Closing as stale. Please @mention us if this needs more attention.

andredtr · 2020-12-04T20:14:23Z

Still having this errors was this solved?

mjpowersjr · 2020-12-07T14:43:17Z

I can confirm that I also have this issue.

kayorl · 2021-02-05T07:37:47Z

Me,too

wolasss · 2021-02-05T08:54:30Z

+1

awamser · 2021-03-19T15:41:18Z

+1

rthadur · 2021-03-19T17:10:10Z

cc @pyu10055 @lina128

awamser · 2021-03-19T18:00:51Z

This issue might be related to how Alpine uses musl libc. From the FAQ:

Binary compatibility is much more limited, but it will steadily increase with new versions of musl. At present, some glibc-linked shared libraries can be loaded with musl, but all but the simplest glibc-linked applications will fail if musl is dropped-in in place of /lib/ld-linux.so.2.

BorisWild · 2022-06-21T21:03:40Z

Still does not work on Alpine. Can't use docker image for node 'node:16-alpine'

tensorflow/tfjs#1425

pprathameshmore · 2023-08-09T12:26:15Z

Is there any way to make it work on Alpine?

pprathameshmore · 2023-08-11T10:05:36Z

This is what my configuration looks like for the docker image.

FROM node:16.20-buster-slim as builder
RUN apt-get update && \
    apt-get install -y python3-dev make gcc g++ git build-essential openssh-client openssl bash libc6-dev wget

Getting following issue

node_modules/lz4-asm/dist/lz4wasm.js:12
if(r)t=q?require("path").dirname(t)+"/":__dirname+"/",u=function(a,b){w||(w=require("fs"));x||(x=require("path"));a=x.normalize(a);return w.readFileSync(a,b?null:"utf8")},v=function(a){a=u(a,!0);a.buffer||(a=new Uint8Array(a));a.buffer||y("Assertion failed: undefined");return a},1<process.argv.length&&process.argv[1].replace(/\\/g,"/"),process.argv.slice(2),process.on("uncaughtException",function(a){if(!(a instanceof z))throw a;}),process.on("unhandledRejection",y),n=function(a){process.exit(a)},
                                                                                                                                                                                                                                                                                                                                                                                                                                        ^

Error: Error loading shared library ld-linux-x86-64.so.2: No such file or directory (needed by /srv/reviews/node_modules/@tensorflow/tfjs-node/lib/napi-v8/../../deps/lib/libtensorflow.so.2)

uzair004 · 2023-10-23T19:13:51Z

I think tfjs-node cannot run on Alpine linux. I have to change to Debian so that I can install necessary dependency. So if you use Docker, my suggestion is to use Debian-based image.

This works for me:
FROM node:buster-slim

COPY . .

RUN apt-get update && \ 
    apt-get install -y build-essential \
    wget \
    python3 \
    make \
    gcc \ 
    libc6-dev 

RUN npm install

EXPOSE 3000

CMD [ "node", "index.js" ]

Still facing issue with alpine, above solution seems to be working.

rthadur added the comp:node.js label Mar 19, 2019

rthadur assigned nkreeger Mar 19, 2019

rthadur assigned kangyizhang and unassigned nkreeger Sep 11, 2019

pvaneck mentioned this issue Feb 27, 2020

ld-linux-x86-64.so.2: No such file or directory IBM/node-red-tensorflowjs#12

Closed

dceejay mentioned this issue Apr 3, 2020

Installing it using Docker Node-RED doesn't work dceejay/tfjs-coco-ssd#2

Closed

birm mentioned this issue Jul 16, 2020

Error while trying to use tfjs-node libraries in node. camicroscope/Caracal#44

Closed

rthadur added the stat:awaiting response label Oct 19, 2020

google-ml-butler bot added the stalled label Oct 26, 2020

google-ml-butler bot closed this as completed Nov 2, 2020

rthadur mentioned this issue Jun 22, 2022

Error loading shared library ld-linux-x86-64.so.2, @tensorflow/tfjs-node & Docker #6556

Closed

tamaina mentioned this issue Jul 7, 2022

Tensorflow requires glibc (ld-linux-x86-64.so.2), which is problematic on Alpine misskey-dev/misskey#8961

Closed

szaimen mentioned this issue Jan 20, 2023

add gcompat for the recognize app nextcloud/all-in-one#1569

Merged

julianpoy added a commit to julianpoy/ingredient-instruction-classifier that referenced this issue Jun 11, 2023

fix: use node:18-slim

68af2f1

tensorflow/tfjs#1425

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Unable to run @tensorflow/tfjs-node in Alpine linux #1425

Unable to run @tensorflow/tfjs-node in Alpine linux #1425

moustafa-a commented Mar 19, 2019

yos1p commented Mar 8, 2020

yos1p commented Mar 8, 2020

malcolmcdixon commented Apr 20, 2020

yuva-dev commented Oct 17, 2020

google-ml-butler bot commented Oct 26, 2020

google-ml-butler bot commented Nov 2, 2020

andredtr commented Dec 4, 2020

mjpowersjr commented Dec 7, 2020

kayorl commented Feb 5, 2021

wolasss commented Feb 5, 2021

awamser commented Mar 19, 2021

rthadur commented Mar 19, 2021

awamser commented Mar 19, 2021

BorisWild commented Jun 21, 2022

pprathameshmore commented Aug 9, 2023

pprathameshmore commented Aug 11, 2023

uzair004 commented Oct 23, 2023

Unable to run @tensorflow/tfjs-node in Alpine linux #1425

Unable to run @tensorflow/tfjs-node in Alpine linux #1425

Comments

moustafa-a commented Mar 19, 2019

TensorFlow.js version

Describe the problem or feature request

Dockerfile

package.json

yos1p commented Mar 8, 2020

yos1p commented Mar 8, 2020

malcolmcdixon commented Apr 20, 2020

yuva-dev commented Oct 17, 2020

google-ml-butler bot commented Oct 26, 2020

google-ml-butler bot commented Nov 2, 2020

andredtr commented Dec 4, 2020

mjpowersjr commented Dec 7, 2020

kayorl commented Feb 5, 2021

wolasss commented Feb 5, 2021

awamser commented Mar 19, 2021

rthadur commented Mar 19, 2021

awamser commented Mar 19, 2021

BorisWild commented Jun 21, 2022

pprathameshmore commented Aug 9, 2023

pprathameshmore commented Aug 11, 2023

uzair004 commented Oct 23, 2023