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error with line endings when generating Dockerfile on windows systems
Describe the bug resources that explain more about this bug
- https://askubuntu.com/questions/1044280/set-eo-pipefail-not-working-in-windows-subsystem-for-linux-ubuntu-16-04
- https://askubuntu.com/questions/803162/how-to-change-windows-line-ending-to-unix-version
I encounter the below error when trying to build the model image using bentoctl build . Can you please help me. Command tried : $ bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f ./deployment_config.yaml
Error Encountered
**_error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF**
**set -euxo pipefail**
**if [ -f /home/bentoml/bento/env/python/install.sh ]; then**
**echo "install.sh to install python packages..."**
**chmod +x /home/bentoml/bento/env/python/install.sh**
**/home/bentoml/bento/env/python/install.sh**
**fi**
**EOF]: exit code: 2**
Traceback (most recent call last):
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 197, in _run_module_as_main
return _run_code(code, main_globals, None,
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 87, in _run_code
exec(code, run_globals)
File "C:\Users\nayak\anaconda3\Scripts\bentoctl.exe\__main__.py", line 7, in <module>
sys.exit(bentoctl())
File "C:\Users\nayak\AppData\Roaming\Python\Python39\site-packages\click\core.py", line 1130, in __call__
return self.main(*args, **kwargs)
File "C:\Users\nayak\AppData\Roaming\Python\Python39\site-packages\click\core.py", line 1055, in main
rv = self.invoke(ctx)
File "C:\Users\nayak\AppData\Roaming\Python\Python39\site-packages\click\core.py", line 1657, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "C:\Users\nayak\AppData\Roaming\Python\Python39\site-packages\click\core.py", line 1404, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "C:\Users\nayak\AppData\Roaming\Python\Python39\site-packages\click\core.py", line 760, in invoke
return __callback(*args, **kwargs)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoctl\cli\utils.py", line 90, in wrapper
return_value = func(*args, **kwargs)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoctl\cli\utils.py", line 55, in wrapper
return func(*args, **kwargs)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoctl\cli\utils.py", line 24, in wrapper
return func(*args, **kwargs)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoctl\cli\__init__.py", line 147, in build
generate_deployable_container(
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoctl\docker_utils.py", line 99, in generate_deployable_container
buildx.build(**buildx_args)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoml\_internal\utils\buildx.py", line 301, in build
run_docker_cmd(cmds, env=subprocess_env, cwd=cwd)
File "C:\Users\nayak\anaconda3\lib\site-packages\bentoml\_internal\utils\buildx.py", line 314, in run_docker_cmd
subprocess.check_output(list(map(str, cmds)), env=subprocess_env, cwd=cwd)
File "C:\Users\nayak\anaconda3\lib\subprocess.py", line 424, in check_output
return run(*popenargs, stdout=PIPE, timeout=timeout, check=True,
File "C:\Users\nayak\anaconda3\lib\subprocess.py", line 528, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['docker', 'buildx', 'build', '--progress', 'auto', '--tag', 'aws-lambda-cancer_classifier:apmmnnyq22egxjcc', '--platform', 'linux/amd64', '--file', 'env/docker/Dockerfile', '.']' returned non-zero exit status 1.
nayak (master *) BentoML_
To Reproduce Steps to reproduce the issue:
-
$ bentoml list Tag Size Creation Time Path cancer_classifier:apmmnnyq22egxjcc 32.96 KiB 2022-07-31 19:08:13 ~\bentoml\bentos\cancer_classifier\apmmnnyq22egxjcc
-
bentofile.yaml service: "service:svc" description: "My XGBoost service" python: packages:
- xgboost
-
bentoctl operator install aws-lambda
-
bentoctl init it produced 3 files --> deployment_config.yaml, bentoctl.tfvars, main.tf
- deployment_config.yaml :
api_version: v1
name: demo
operator:
name: aws-lambda
template: terraform
spec:
region: us-east-2
timeout: 10
memory_size: 512
- bentoctl.tfvars
# This file is maintained automatically by
# "bentoctl generate" and "bentoctl build" commands.
# Manual edits may be lost the next time these commands are run.
deployment_name = "demo"
region = "us-east-2"
timeout = "10"
memory_size = "512"
- main.tf
terraform {
required_providers {
aws = {
source = "hashicorp/aws"
version = "~> 4.0.0"
}
}
required_version = "~> 1.0"
}
provider "aws" {
region = var.region
}
and more details
6. bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml 7. See error
Expected behavior The build for the deployable artifacts required for this deployment shou;d go through but I encounter error as specified in the snapshot attached
terraform init
PS C:\Users\nayak\Documents\BentoML> .\terraform init
Initializing the backend...
Initializing provider plugins...
- Reusing previous version of hashicorp/aws from the dependency lock file
- Using previously-installed hashicorp/aws v4.0.0
Terraform has been successfully initialized!
You may now begin working with Terraform. Try running "terraform plan" to see any changes that are required for your infrastructure. All Terraform commands should now work.
If you ever set or change modules or backend configuration for Terraform, rerun this command to reinitialize your working directory. If you forget, other commands will detect it and remind you to do so if necessary.
terraform apply -var-file=bentoctl.tfvars --auto-approve PS C:\Users\nayak\Documents\BentoML> .\terraform apply -var-file=bentoctl.tfvars --auto-approve ╷ │ Error: Too many command line arguments │ │ Expected at most one positional argument. ╵
For more help on using this command, run:
terraform apply -help
Screenshots/Logs
-->
Environment:
- OS: [Windows 10]
- Python Version [Python 3.9.12]
- BentoML Version [BentoML-1.0.2]
- Bentoctl Version [bentoctl-0.3.3]
Additional context NA
Thanks for raising the issue and helping improve bentoctl 😃
This seems like a docker buildx issue. Can you verify if docker and docker buildx is installed properly on your system?
After that, you can try a build in debug mode.
run bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml --debug --dry-run
This will create the intermediate files in a location and will be logged. change to that directory and perform a docker build docker buildx build -f env/docker/Dockerfile .
can you share the output from that?
Hi Jithin,
Please find the details below:-
PS C:\Users\nayak\Documents\BentoML> bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml --debug --dry-run In debug mode. Intermediate bento saved to C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-fu7 qbvp error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF set -euxo pipefail (base) PS C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-fu7qubvp> docker buildx build -f env/docker/Dockerfile . [+] Building 4.5s (16/21) => [internal] load build definition from Dockerfile
0.0s
=> => transferring dockerfile: 32B
0.0s
=> [internal] load .dockerignore
0.0s
=> => transferring context: 2B
0.0s
=> resolve image config for docker.io/docker/dockerfile:1.4-labs
4.0s
=> CACHED docker-image:// @.***:b50ad4af81d1c76ab7c0e1ffc216909e7adc23e99910243e1c88331c2a8ef52d 0.0s => [internal] load .dockerignore
0.0s
=> [internal] load build definition from Dockerfile
0.0s
=> [internal] load metadata for docker.io/library/python:3.9-slim
0.0s
=> [stage-0 1/13] FROM docker.io/library/python:3.9-slim
0.0s
=> [internal] load build context
0.0s
=> => transferring context: 1.15kB
0.0s
=> CACHED [stage-0 2/13] RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache 0.0s => CACHED [stage-0 3/13] RUN --mount=type=cache,target=/var/lib/apt --mount=type=cache,target=/var/cache/apt apt-get update -y && apt-get install -q -y --no-install-recommends --allow-remove-es 0.0s => CACHED [stage-0 4/13] RUN groupadd -g 1034 -o bentoml && useradd -m -u 1034 -g 1034 -o -r bentoml 0.0s => CACHED [stage-0 5/13] RUN mkdir /home/bentoml/bento && chown bentoml:bentoml /home/bentoml/bento -R 0.0s => CACHED [stage-0 6/13] WORKDIR /home/bentoml/bento
0.0s
=> CACHED [stage-0 7/13] COPY --chown=bentoml:bentoml . ./
0.0s
=> ERROR [stage-0 8/13] RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF 0.3s
[stage-0 8/13] RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF: : invalid option name1: set: pipefail
error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then echo "install.sh to install python packages..." chmod +x /home/bentoml/bento/env/python/install.sh /home/bentoml/bento/env/python/install.sh fi EOF]: exit code: 2 (base) PS C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-fu7qubvp>
[image: image.png] [image: image.png] Thanks & Regards, Plaban Nayak
On Mon, Aug 1, 2022 at 12:54 PM Jithin James @.***> wrote:
Thanks for raising the issue and helping improve bentoctl 😃
This seems like a docker buildx issue. Can you verify if docker and docker buildx is installed properly on your system?
After that, you can try a build in debug mode. run bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml --debug --dry-run This will create the intermediate files in a location and will be logged. change to that directory and perform a docker build docker buildx build -f env/docker/Dockerfile . can you share the output from that?
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1200816727, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGOMFXR5ZOCHVHAH2NDVW53UNANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
got it! have you verified if docker buildx is working correctly? can you run docker buildx ls and share the output here too?
Have checked in C:\Program Files\Docker\cli-plugins, could find docker_buildx. Have attached the snapshot
(base) PS C:\Users\nayak> docker --version
Docker version 20.10.10, build b485636
(base) PS C:\Users\nayak> docker-compose --version
docker-compose version 1.29.2, build 5becea4c
(base) PS C:\Users\nayak> **docker ps**
**CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES**
**a59b7b6b14c6 hello-world "/lambda-entrypoint.…" About a minute ago Up About a minute nervous_goodall**
**2d0b5eb60cf6 hello-world "/lambda-entrypoint.…" 35 minutes ago Up 35 minutes kind_galois**
(base) PS C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-e6s6bjip>
Client:
Context: default
Debug Mode: false
Plugins:
buildx: Build with BuildKit (Docker Inc., v0.6.3)
compose: Docker Compose (Docker Inc., v2.1.1)
scan: Docker Scan (Docker Inc., 0.9.0)
Server:
Containers: 15
Running: 1
Paused: 0
Stopped: 14
Images: 70
Server Version: 20.10.10
Storage Driver: overlay2
Backing Filesystem: extfs
Supports d_type: true
Native Overlay Diff: true
userxattr: false
Logging Driver: json-file
Cgroup Driver: cgroupfs
Cgroup Version: 1
Plugins:
Volume: local
Network: bridge host ipvlan macvlan null overlay
Log: awslogs fluentd gcplogs gelf journald json-file local logentries splunk syslog
Swarm: inactive
Runtimes: io.containerd.runc.v2 io.containerd.runtime.v1.linux runc
Default Runtime: runc
Init Binary: docker-init
containerd version: 5b46e404f6b9f661a205e28d59c982d3634148f8
runc version: v1.0.2-0-g52b36a2
init version: de40ad0
Security Options:
seccomp
Profile: default
Kernel Version: 5.10.16.3-microsoft-standard-WSL2
Operating System: Docker Desktop
OSType: linux
Architecture: x86_64
CPUs: 12
Total Memory: 12.41GiB
Name: docker-desktop
ID: QKT6:XI7G:FOU2:Y5YS:KLF6:KHKR:REQO:U634:OTBI:TROO:LCID:HVFC
Docker Root Dir: /var/lib/docker
Debug Mode: false
Registry: https://index.docker.io/v1/
Labels:
Experimental: false
Insecure Registries:
127.0.0.0/8
Live Restore Enabled: false
WARNING: No blkio throttle.read_bps_device support
WARNING: No blkio throttle.write_bps_device support
WARNING: No blkio throttle.read_iops_device support
WARNING: No blkio throttle.write_iops_device support
I still encounter the same error . Can you please guide me how to rectify the error
(base) PS C:\Users\nayak\Documents\BentoML> cd C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-qd5yu1w2
[+] Building 4.5s (16/21)
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 32B 0.0s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> resolve image config for docker.io/docker/dockerfile:1.4-labs 3.9s
=> CACHED docker-image://docker.io/docker/dockerfile:1.4-labs@sha256:b50ad4af81d1c76ab7c0e1ffc216909e7adc23e99910243e1c88331c2a8ef52d 0.0s
=> [internal] load .dockerignore 0.0s
=> [internal] load build definition from Dockerfile 0.0s
=> [internal] load metadata for docker.io/library/python:3.9-slim 0.0s
=> [stage-0 1/13] FROM docker.io/library/python:3.9-slim 0.0s
=> [internal] load build context 0.0s
=> => transferring context: 1.15kB 0.0s
=> CACHED [stage-0 2/13] RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache 0.0s
=> CACHED [stage-0 3/13] RUN --mount=type=cache,target=/var/lib/apt --mount=type=cache,target=/var/cache/apt apt-get update -y && apt-get install -q -y --no-install-recommends --allow-remove-es 0.0s
=> CACHED [stage-0 4/13] RUN groupadd -g 1034 -o bentoml && useradd -m -u 1034 -g 1034 -o -r bentoml 0.0s
=> CACHED [stage-0 5/13] RUN mkdir /home/bentoml/bento && chown bentoml:bentoml /home/bentoml/bento -R 0.0s
=> CACHED [stage-0 6/13] WORKDIR /home/bentoml/bento 0.0s
=> CACHED [stage-0 7/13] COPY --chown=bentoml:bentoml . ./ 0.0s
=> ERROR [stage-0 8/13] RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF 0.3s
------
> [stage-0 8/13] RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF:
: invalid option name1: set: pipefail
------
error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF
set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then
echo "install.sh to install python packages..."
chmod +x /home/bentoml/bento/env/python/install.sh
/home/bentoml/bento/env/python/install.sh
fi
EOF]: exit code: 2
Hi Jithin,
Could you please help me with the command to check if docker buildx is working properly .
(base) PS C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-qd5yu1w2>* docker buildx ls* NAME/NODE DRIVER/ENDPOINT STATUS PLATFORMS desktop-linux docker desktop-linux desktop-linux running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6 default * docker default default running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6
Thanks & Regards, Plaban Nayak
On Tue, Aug 2, 2022 at 8:23 AM Jithin James @.***> wrote:
got it! have you verified if docker buildx is working correctly? can you run docker buildx ls and share the output here too?
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1201955855, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGNOMXKGGPASVX5CV63VXCERTANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
@aarnphm probably has a better idea but it seems like your buildx version is also not up to date. Can you update that and try again? official instructions https://docs.docker.com/build/buildx/install/
Hi @jjmachan ,@aarnphm Please help me with a resolution.
As intsructed have updated buildx (base) PS C:\Users\nayak> docker pull docker/buildx-bin Using default tag: latest latest: Pulling from docker/buildx-bin 879a2709db88: Pull complete Digest: sha256:44a7217da633dd01f621ebcfe75410cd98f81edcff5b43de33eeb65582d6f055 Status: Downloaded newer image for docker/buildx-bin:latest docker.io/docker/buildx-bin:latest (base) PS C:\Users\nayak> docker pull docker/buildx-bin Using default tag: latest latest: Pulling from docker/buildx-bin Digest: sha256:44a7217da633dd01f621ebcfe75410cd98f81edcff5b43de33eeb65582d6f055 Status: Image is up to date for docker/buildx-bin:latest docker.io/docker/buildx-bin:latest (base) PS C:\Users\nayak> docker buildx version github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d
(base) PS C:\Users\nayak> docker buildx ls NAME/NODE DRIVER/ENDPOINT STATUS PLATFORMS desktop-linux docker desktop-linux desktop-linux running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6 default * docker default default running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6
I still encounter the same issue (base) PS C:\Users\nayak\Documents\BentoML> bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml --debug --dry-run In debug mode. Intermediate bento saved to C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-slxsmtqs error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then echo "install.sh to install python packages..." chmod +x /home/bentoml/bento/env/python/install.sh /home/bentoml/bento/env/python/install.sh fi EOF]: exit code: 2
Hi @jjmachan @.*** Please help me with a resolution.
As intsructed have updated buildx (base) PS C:\Users\nayak> docker pull docker/buildx-bin Using default tag: latest latest: Pulling from docker/buildx-bin 879a2709db88: Pull complete Digest: sha256:44a7217da633dd01f621ebcfe75410cd98f81edcff5b43de33eeb65582d6f055 Status: Downloaded newer image for docker/buildx-bin:latest docker.io/docker/buildx-bin:latest (base) PS C:\Users\nayak> docker pull docker/buildx-bin Using default tag: latest latest: Pulling from docker/buildx-bin Digest: sha256:44a7217da633dd01f621ebcfe75410cd98f81edcff5b43de33eeb65582d6f055 Status: Image is up to date for docker/buildx-bin:latest docker.io/docker/buildx-bin:latest (base) PS C:\Users\nayak> docker buildx version github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d
(base) PS C:\Users\nayak> docker buildx ls NAME/NODE DRIVER/ENDPOINT STATUS PLATFORMS desktop-linux docker desktop-linux desktop-linux running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6 default * docker default default running linux/amd64, linux/arm64, linux/riscv64, linux/ppc64le, linux/s390x, linux/386, linux/arm/v7, linux/arm/v6
I still encounter the same issue (base) PS C:\Users\nayak\Documents\BentoML> bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml --debug --dry-run In debug mode. Intermediate bento saved to C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-slxsmtqs error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOF set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then echo "install.sh to install python packages..." chmod +x /home/bentoml/bento/env/python/install.sh /home/bentoml/bento/env/python/install.sh fi EOF]: exit code: 2
On Tue, Aug 2, 2022 at 10:06 AM Jithin James @.***> wrote:
@aarnphm https://github.com/aarnphm probably has a better idea but it seems like your buildx version is also not up to date. Can you update that and try again? official instructions https://docs.docker.com/build/buildx/install/
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1202007105, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGP46R7MBSVAQU6SPRLVXCQVZANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
Hi @jjmachan,
Any help to resolve the issue will be highly appreciated
Thanks Plaban Nayak
Hi Aaron,
Yes I am able to do it bentoml serve service.py:svc --reload
run bentoml build from current directory to start the Bento build:
Successfully built Bento(tag="cancer_classifier:apmmnnyq22egxjcc")
PS C:\Users\nayak\Documents\BentoML> bentoml list
Tag Size Creation Time Path
cancer_classifier:apmmnnyq22egxjcc 32.96 KiB 2022-07-31 19:08:13 ~\bentoml\bentos\cancer_classifier\apmmnnyq22egxjcc
Thanks & Regards,
Plaban Nayak
On Wed, Aug 3, 2022 at 9:55 AM Aaron Pham @.***> wrote:
Can you build the container without bentoctl?
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1203467972, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGMZCEM74A7AORWR7QDVXHYDJANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
Hi Aaron,
I am running docker from WSL.
Thanks & Regards, Plaban Nayak
On Thu, Aug 4, 2022 at 2:06 AM Aaron Pham @.***> wrote:
Another quick q, are you running docker from WSL or Docker Desktop?
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1204456045, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGNUJMJ5ODSOGDTBMGTVXLJ37ANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
Hi Aaron, Please find the docker buildx version. (base) PS C:\Users\nayak> docker buildx version github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d
Thanks& Regards, Plaban Nayak
On Thu, Aug 4, 2022 at 9:18 AM Aaron Pham @.***> wrote:
You did say that you have buildx available. 🤔
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1204723544, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGLJWIAQ4S3UAUV3CI3VXM4SNANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
Hi Aaron,
I did the following steps . But still encounter the same problem.Please validate and help me in case I am doing something wrong
(base) PS C:\Program Files\Docker\cli-plugins> wget -O ~/.docker-buildx https://github.com/docker/buildx/releases/download/v0.8.2/buildx-v0.8.2.linux-amd64 https://github.com/docker/buildx/releases/download/v0.8.2/buildx-v0.8.2.linux-amd64 (base) PS C:\Program Files\Docker\cli-plugins> docker buildx version github.com/docker/buildx http://github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d (base) PS C:\Program Files\Docker\cli-plugins> docker buildx install (base) PS C:\Program Files\Docker\cli-plugins> docker buildx version github.com/docker/buildx http://github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d
(base) PS C:\Users\nayak\Documents\BentoML> bentoml list Tag Size Creation Time Path
- cancer_classifier:nfhcz6qtxkbedjcc 302.18 MiB 2022-08-04 11:28:09 ~\bentoml\bentos\cancer_classifier\nfhcz6qtxkbedjcc iris_classifier:3vnsv6asmwirhjcc 15.81 KiB 2022-08-02 18:50:26 ~\bentoml\bentos\iris_classifier\3vnsv6asmwirhjcc iris_classifier:542zfuqsmoi3fjcc 15.81 KiB 2022-08-02 18:36:37 ~\bentoml\bentos\iris_classifier\542zfuqsmoi3fjcc cancer_classifier:apmmnnyq22egxjcc 32.96 KiB 2022-07-31 19:08:13 ~\bentoml\bentos\cancer_classifier\apmmnnyq22egxjcc* (base) PS C:\Users\nayak\Documents\BentoML> bentoml models list Tag Module Size Creation Time
iris_clf:ye6uidasmwbsdjcc bentoml.sklearn 5.62 KiB 2022-08-02 18:49:36 iris_clf:5fxmxcasmon5ljcc bentoml.sklearn 5.62 KiB 2022-08-02 18:36:24 booster_tree:jjzrgfqq2kolbjcc bentoml.xgboost 23.30 KiB 2022-07-31 18:41:29
(base) PS C:\Users\nayak\Documents\BentoML> bentoctl init Bentoctl Interactive Deployment Config Builder
Welcome! You are now in interactive mode.
This mode will help you setup the deployment_config.yaml file required for deployment. Fill out the appropriate values for the fields.
(deployment config will be saved to: ./deployment_config.yaml)
api_version: v1 name: cancer_classifier operator: name: aws-lambda template: terraform spec: region: us-east-2 timeout: 15 memory_size: 512 filename for deployment_config [deployment_config.yaml]: deployment config file exists! Should I override? [Y/n]: Y deployment config generated to: deployment_config.yaml ✨ generated template files.
- bentoctl.tfvars
- main.tf (base) PS C:\Users\nayak\Documents\BentoML>
(base) PS C:\Users\nayak\Documents\BentoML>* bentoml containerize cancer_classifier:latest*
Building docker image for Bento(tag="cancer_classifier:nfhcz6qtxkbedjcc")...Successfully built docker image "cancer_classifier:nfhcz6qtxkbedjcc" To run your newly built Bento container, use: "docker run -it --rm -p 3000:3000 cancer_classifier:nfhcz6qtxkbedjcc" (base) PS C:\Users\nayak\Documents\BentoML> (base) PS C:\Users\nayak\Documents\BentoML>* docker run -it --rm -p 3000:3000 cancer_classifier:nfhcz6qtxkbedjcc* 2022-08-04T06:04:50+0000 [INFO] [cli] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:51+0000 [INFO] [cli] Starting production BentoServer from "/home/bentoml/bento" running on http://0.0.0.0:3000 http://0.0.0.0:3000 (Press CTRL+C to quit) 2022-08-04T06:04:52+0000 [INFO] [api_server:8] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:1] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:2] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:5] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:4] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [runner:booster_tree:1] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:11] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:6] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:7] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [runner:booster_tree:1] Setting up worker: set CPU thread count to 12 2022-08-04T06:04:52+0000 [INFO] [api_server:9] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:10] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:53+0000 [INFO] [api_server:12] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:53+0000 [INFO] [api_server:3] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:05:10+0000 [INFO] [api_server:3] 172.17.0.1:53698 (scheme=http,method=GET,path=/,type=,length=) (status=200,type=text/html; charset=utf-8,length=790) 0.001ms (trace=220516410139264950285412778910954192211,span=9316540740728650785,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:3] 172.17.0.1:53698 (scheme=http,method=GET,path=/static_content/swagger-ui.css,type=,length=) (status=200,type=text/css; charset=utf-8,length=143980) 0.012ms (trace=179842158731351380507878764366801059637,span=13079929633582253200,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:12] 172.17.0.1:53696 (scheme=http,method=GET,path=/static_content/index.css,type=,length=) (status=200,type=text/css; charset=utf-8,length=233) 0.014ms (trace=277742223342556230769942546004769615448,span=14678345293950772487,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:9] 172.17.0.1:53710 (scheme=http,method=GET,path=/static_content/swagger-initializer.js,type=,length=) (status=200,type=application/javascript,length=382) 0.012ms (trace=134834640285538420263163172767507914351,span=4990766697434115548,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:7] 172.17.0.1:53706 (scheme=http,method=GET,path=/static_content/swagger-ui-standalone-preset.js,type=,length=) (status=200,type=application/javascript,length=339540) 0.018ms (trace=238765016389083102165471097661395348822,span=5832496162839042442,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:10] 172.17.0.1:53702 (scheme=http,method=GET,path=/static_content/swagger-ui-bundle.js,type=,length=) (status=200,type=application/javascript,length=1096221) 0.024ms (trace=218752250589705974188965646825831090603,span=9157418109145729948,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:10] 172.17.0.1:53702 (scheme=http,method=GET,path=/docs.json,type=,length=) (status=200,type=application/json,length=1753) 0.001ms (trace=282291790197061191952152831741196946713,span=16051579166601308355,sampled=0)
(base) PS C:\Users\nayak\Documents\BentoML>* bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml*
error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOFset -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then
echo "install.sh to install python packages..."
chmod +x /home/bentoml/bento/env/python/install.sh
/home/bentoml/bento/env/python/install.sh
fi
EOF]: exit code: 2
Traceback (most recent call last):
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 197, in
_run_module_as_main
return _run_code(code, main_globals, None,
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 87, in run_code
exec(code, run_globals)
File "C:\Users\nayak\anaconda3\Scripts\bentoctl.exe_main.py", line 7,
in
On Thu, Aug 4, 2022 at 10:45 AM Aaron Pham @.***> wrote:
Can you update the buildx version to the latest one and try again?
— Reply to this email directly, view it on GitHub https://github.com/bentoml/bentoctl/issues/185#issuecomment-1204769416, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFUGGGM7VA5XWLJ57GUCKELVXNGVRANCNFSM55GJCFAA . You are receiving this because you authored the thread.Message ID: @.***>
hi @aarnphm I did the following steps . But still encounter the same problem.Please validate and help me in case I am doing something wrong
(base) PS C:\Program Files\Docker\cli-plugins> wget -O ~/.docker-buildx https://github.com/docker/buildx/releases/download/v0.8.2/buildx-v0.8.2.linux-amd64 <https://github.com/docker/buildx/releases/download/v0.8.2/buildx-v0.8.2.linux-amd64>* (base) PS C:\Program Files\Docker\cli-plugins> *docker buildx version github.com/docker/buildx http://github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d (base) PS C:\Program Files\Docker\cli-plugins> docker buildx install (base) PS C:\Program Files\Docker\cli-plugins> docker buildx version github.com/docker/buildx http://github.com/docker/buildx v0.6.3 266c0eac611d64fcc0c72d80206aa364e826758d
(base) PS C:\Users\nayak\Documents\BentoML> bentoml list Tag Size Creation Time Path
- cancer_classifier:nfhcz6qtxkbedjcc 302.18 MiB 2022-08-04 11:28:09 ~\bentoml\bentos\cancer_classifier\nfhcz6qtxkbedjcc iris_classifier:3vnsv6asmwirhjcc 15.81 KiB 2022-08-02 18:50:26 ~\bentoml\bentos\iris_classifier\3vnsv6asmwirhjcc iris_classifier:542zfuqsmoi3fjcc 15.81 KiB 2022-08-02 18:36:37 ~\bentoml\bentos\iris_classifier\542zfuqsmoi3fjcc cancer_classifier:apmmnnyq22egxjcc 32.96 KiB 2022-07-31 19:08:13 ~\bentoml\bentos\cancer_classifier\apmmnnyq22egxjcc* (base) PS C:\Users\nayak\Documents\BentoML> bentoml models list Tag Module Size Creation Time
iris_clf:ye6uidasmwbsdjcc bentoml.sklearn 5.62 KiB 2022-08-02 18:49:36 iris_clf:5fxmxcasmon5ljcc bentoml.sklearn 5.62 KiB 2022-08-02 18:36:24 booster_tree:jjzrgfqq2kolbjcc bentoml.xgboost 23.30 KiB 2022-07-31 18:41:29
(base) PS C:\Users\nayak\Documents\BentoML> bentoctl init Bentoctl Interactive Deployment Config Builder
Welcome! You are now in interactive mode.
This mode will help you setup the deployment_config.yaml file required for deployment. Fill out the appropriate values for the fields.
(deployment config will be saved to: ./deployment_config.yaml)
api_version: v1 name: cancer_classifier operator: name: aws-lambda template: terraform spec: region: us-east-2 timeout: 15 memory_size: 512 filename for deployment_config [deployment_config.yaml]: deployment config file exists! Should I override? [Y/n]: Y deployment config generated to: deployment_config.yaml ✨ generated template files.
- bentoctl.tfvars
- main.tf (base) PS C:\Users\nayak\Documents\BentoML>
(base) PS C:\Users\nayak\Documents\BentoML>* bentoml containerize cancer_classifier:latest*
Building docker image for Bento(tag="cancer_classifier:nfhcz6qtxkbedjcc")...Successfully built docker image "cancer_classifier:nfhcz6qtxkbedjcc" To run your newly built Bento container, use: "docker run -it --rm -p 3000:3000 cancer_classifier:nfhcz6qtxkbedjcc" (base) PS C:\Users\nayak\Documents\BentoML> (base) PS C:\Users\nayak\Documents\BentoML>* docker run -it --rm -p 3000:3000 cancer_classifier:nfhcz6qtxkbedjcc* 2022-08-04T06:04:50+0000 [INFO] [cli] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:51+0000 [INFO] [cli] Starting production BentoServer from "/home/bentoml/bento" running on http://0.0.0.0:3000/ http://0.0.0.0:3000/ (Press CTRL+C to quit) 2022-08-04T06:04:52+0000 [INFO] [api_server:8] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:1] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:2] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:5] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:4] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [runner:booster_tree:1] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:11] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:6] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:7] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [runner:booster_tree:1] Setting up worker: set CPU thread count to 12 2022-08-04T06:04:52+0000 [INFO] [api_server:9] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:52+0000 [INFO] [api_server:10] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:53+0000 [INFO] [api_server:12] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:04:53+0000 [INFO] [api_server:3] Service loaded from Bento directory: bentoml.Service(tag="cancer_classifier:nfhcz6qtxkbedjcc", path="/home/bentoml/bento/") 2022-08-04T06:05:10+0000 [INFO] [api_server:3] 172.17.0.1:53698 (scheme=http,method=GET,path=/,type=,length=) (status=200,type=text/html; charset=utf-8,length=790) 0.001ms (trace=220516410139264950285412778910954192211,span=9316540740728650785,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:3] 172.17.0.1:53698 (scheme=http,method=GET,path=/static_content/swagger-ui.css,type=,length=) (status=200,type=text/css; charset=utf-8,length=143980) 0.012ms (trace=179842158731351380507878764366801059637,span=13079929633582253200,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:12] 172.17.0.1:53696 (scheme=http,method=GET,path=/static_content/index.css,type=,length=) (status=200,type=text/css; charset=utf-8,length=233) 0.014ms (trace=277742223342556230769942546004769615448,span=14678345293950772487,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:9] 172.17.0.1:53710 (scheme=http,method=GET,path=/static_content/swagger-initializer.js,type=,length=) (status=200,type=application/javascript,length=382) 0.012ms (trace=134834640285538420263163172767507914351,span=4990766697434115548,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:7] 172.17.0.1:53706 (scheme=http,method=GET,path=/static_content/swagger-ui-standalone-preset.js,type=,length=) (status=200,type=application/javascript,length=339540) 0.018ms (trace=238765016389083102165471097661395348822,span=5832496162839042442,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:10] 172.17.0.1:53702 (scheme=http,method=GET,path=/static_content/swagger-ui-bundle.js,type=,length=) (status=200,type=application/javascript,length=1096221) 0.024ms (trace=218752250589705974188965646825831090603,span=9157418109145729948,sampled=0) 2022-08-04T06:05:10+0000 [INFO] [api_server:10] 172.17.0.1:53702 (scheme=http,method=GET,path=/docs.json,type=,length=) (status=200,type=application/json,length=1753) 0.001ms (trace=282291790197061191952152831741196946713,span=16051579166601308355,sampled=0)
(base) PS C:\Users\nayak\Documents\BentoML>* bentoctl build -b cancer_classifier:apmmnnyq22egxjcc -f deployment_config.yaml*
error: failed to solve: executor failed running [/bin/bash -eo pipefail -c bash <<EOFset -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then
echo "install.sh to install python packages..."
chmod +x /home/bentoml/bento/env/python/install.sh
/home/bentoml/bento/env/python/install.sh
fi
EOF]: exit code: 2
Traceback (most recent call last):
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 197, in
_run_module_as_main
return _run_code(code, main_globals, None,
File "C:\Users\nayak\anaconda3\lib\runpy.py", line 87, in run_code
exec(code, run_globals)
File "C:\Users\nayak\anaconda3\Scripts\bentoctl.exe_main.py", line 7,
in
Hi @jjmachan ,@aarnphm,
My docker buildx version is now up to date (base) PS C:\Program Files\Docker\cli-plugins> docker buildx version github.com/docker/buildx v0.8.2 6224def4dd2c3d347eee19db595348c50d7cb491
Details of docker file
1. C:\Users\nayak\bentoml\bentos\cancer_classifier\apmmnnyq22egxjcc\env\docker\DockerFile
# syntax = docker/dockerfile:1.4-labs
#
# ===========================================
#
# THIS IS A GENERATED DOCKERFILE. DO NOT EDIT
#
# ===========================================
# Block SETUP_BENTO_BASE_IMAGE
FROM python:3.9-slim
ENV LANG=C.UTF-8
ENV LC_ALL=C.UTF-8
ENV PYTHONIOENCODING=UTF-8
ENV PYTHONUNBUFFERED=1
USER root
ENV DEBIAN_FRONTEND=noninteractive
RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache
RUN --mount=type=cache,target=/var/lib/apt \
--mount=type=cache,target=/var/cache/apt \
apt-get update -y \
&& apt-get install -q -y --no-install-recommends --allow-remove-essential \
ca-certificates gnupg2 bash build-essential
# Block SETUP_BENTO_USER
ARG BENTO_USER=bentoml
ARG BENTO_USER_UID=1034
ARG BENTO_USER_GID=1034
RUN groupadd -g $BENTO_USER_GID -o $BENTO_USER && useradd -m -u $BENTO_USER_UID -g $BENTO_USER_GID -o -r $BENTO_USER
SHELL [ "/bin/bash", "-eo", "pipefail", "-c" ]
ARG BENTO_PATH=/home/bentoml/bento
ENV BENTO_PATH=$BENTO_PATH
ENV BENTOML_HOME=/home/bentoml/
RUN mkdir $BENTO_PATH && chown bentoml:bentoml $BENTO_PATH -R
WORKDIR $BENTO_PATH
# init related components
COPY --chown=bentoml:bentoml . ./
# Block SETUP_BENTO_COMPONENTS
# Running install.sh to install python packages
RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF
set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then
echo "install.sh to install python packages..."
chmod +x /home/bentoml/bento/env/python/install.sh
/home/bentoml/bento/env/python/install.sh
fi
EOF
# Running user setup scripts
RUN bash <<EOF
set -euxo pipefail
if [ -f /home/bentoml/bento/env/docker/setup_script ]; then
echo "user setup scripts..."
chmod +x /home/bentoml/bento/env/docker/setup_script
/home/bentoml/bento/env/docker/setup_script
fi
EOF
# Block SETUP_BENTO_ENTRYPOINT
RUN rm -rf /var/lib/{apt,cache,log}
# Default port for BentoServer
EXPOSE 3000
RUN chmod +x /home/bentoml/bento/env/docker/entrypoint.sh
USER bentoml
ENTRYPOINT [ "/home/bentoml/bento/env/docker/entrypoint.sh" ]
CMD [ "bentoml", "serve", "/home/bentoml/bento", "--production" ]
2. C:\Users\nayak\AppData\Local\Temp\bentoctl-temp-upibeijr\env\docker\Dockerfile
# syntax = docker/dockerfile:1.4-labs
#
# ===========================================
#
# THIS IS A GENERATED DOCKERFILE. DO NOT EDIT
#
# ===========================================
# Block SETUP_BENTO_BASE_IMAGE
FROM python:3.9-slim
ENV LANG=C.UTF-8
ENV LC_ALL=C.UTF-8
ENV PYTHONIOENCODING=UTF-8
ENV PYTHONUNBUFFERED=1
USER root
ENV DEBIAN_FRONTEND=noninteractive
RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache
RUN --mount=type=cache,target=/var/lib/apt \
--mount=type=cache,target=/var/cache/apt \
apt-get update -y \
&& apt-get install -q -y --no-install-recommends --allow-remove-essential \
ca-certificates gnupg2 bash build-essential
# Block SETUP_BENTO_USER
ARG BENTO_USER=bentoml
ARG BENTO_USER_UID=1034
ARG BENTO_USER_GID=1034
RUN groupadd -g $BENTO_USER_GID -o $BENTO_USER && useradd -m -u $BENTO_USER_UID -g $BENTO_USER_GID -o -r $BENTO_USER
SHELL [ "/bin/bash", "-eo", "pipefail", "-c" ]
ARG BENTO_PATH=/home/bentoml/bento
ENV BENTO_PATH=$BENTO_PATH
ENV BENTOML_HOME=/tmp
RUN mkdir $BENTO_PATH && chown bentoml:bentoml $BENTO_PATH -R
WORKDIR $BENTO_PATH
# init related components
COPY --chown=bentoml:bentoml . ./
# Block SETUP_BENTO_COMPONENTS
# Running install.sh to install python packages
RUN --mount=type=cache,target=/root/.cache/pip bash <<EOF
set -euxo pipefail
if [ -f /home/bentoml/bento/env/python/install.sh ]; then
echo "install.sh to install python packages..."
chmod +x /home/bentoml/bento/env/python/install.sh
/home/bentoml/bento/env/python/install.sh
fi
EOF
# Running user setup scripts
RUN bash <<EOF
set -euxo pipefail
if [ -f /home/bentoml/bento/env/docker/setup_script ]; then
echo "user setup scripts..."
chmod +x /home/bentoml/bento/env/docker/setup_script
/home/bentoml/bento/env/docker/setup_script
fi
EOF
# Block SETUP_BENTO_ENTRYPOINT
EXPOSE 3000
ENV BENTOML_CONFIG=/home/bentoml/bento/bentoml_config.yaml
RUN --mount=type=cache,target=/root/.cache/pip pip install awslambdaric==2.0.0 mangum==0.12.3
USER root
ADD ./aws-lambda-rie /usr/local/bin/aws-lambda-rie
RUN chmod +x /usr/local/bin/aws-lambda-rie
RUN chmod +x /home/bentoml/bento/env/docker/entry_script.sh
ENTRYPOINT ["/home/bentoml/bento/env/docker/entry_script.sh"]