hf_text-generation-inference/.github/workflows/build.yaml

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name: Build and push docker image to internal registry
on:
workflow_dispatch:
push:
branches:
- 'main'
tags:
- 'v*'
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pull_request:
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paths:
- ".github/workflows/build.yaml"
- "integration-tests/**"
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- "server/**"
- "proto/**"
- "router/**"
- "launcher/**"
- "Cargo.lock"
- "rust-toolchain.toml"
- "Dockerfile"
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branches:
- 'main'
jobs:
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start-runner:
name: Start self-hosted EC2 runner
runs-on: ubuntu-latest
env:
AWS_REGION: us-east-1
EC2_AMI_ID: ami-03cfed9ea28f4b002
EC2_INSTANCE_TYPE: g5.12xlarge
EC2_SUBNET_ID: subnet-931b34f5,subnet-ecb993cd,subnet-943dc2d8,subnet-45371f1a,subnet-ee93e0df,subnet-fddc3dfc
EC2_SECURITY_GROUP: sg-030175c435ac141d6
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outputs:
label: ${{ steps.start-ec2-runner.outputs.label }}
ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Start EC2 runner
id: start-ec2-runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: start
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
ec2-image-id: ${{ env.EC2_AMI_ID }}
ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
subnet-id: ${{ env.EC2_SUBNET_ID }}
security-group-id: ${{ env.EC2_SECURITY_GROUP }}
aws-resource-tags: > # optional, requires additional permissions
[
{"Key": "Name", "Value": "ec2-tgi-github-runner"},
{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
]
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build-and-push-image:
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concurrency:
group: ${{ github.workflow }}-build-and-push-image-${{ github.head_ref || github.run_id }}
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cancel-in-progress: true
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needs: start-runner # required to start the main job when the runner is ready
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
permissions:
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contents: write
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write
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security-events: write
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steps:
- name: Checkout repository
uses: actions/checkout@v3
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- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v2.0.0
with:
install: true
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
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- name: Tailscale
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uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
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with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Login to GitHub Container Registry
if: github.event_name != 'pull_request'
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uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to internal Container Registry
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
registry: registry.internal.huggingface.tech
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- name: Login to Azure Container Registry
if: github.event_name != 'pull_request'
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uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.AZURE_DOCKER_USERNAME }}
password: ${{ secrets.AZURE_DOCKER_PASSWORD }}
registry: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io
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# If pull request
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- name: Extract metadata (tags, labels) for Docker
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if: ${{ github.event_name == 'pull_request' }}
id: meta-pr
uses: docker/metadata-action@v4.3.0
with:
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
tags: |
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
# If main, release or tag
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name != 'pull_request' }}
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id: meta
uses: docker/metadata-action@v4.3.0
with:
flavor: |
latest=auto
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
ghcr.io/huggingface/text-generation-inference
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db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference
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tags: |
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
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type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@v4
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with:
context: .
file: Dockerfile
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push: true
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platforms: 'linux/amd64'
build-args: |
GIT_SHA=${{ env.GITHUB_SHA }}
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DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}
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tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }}
labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }}
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cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min
cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min
build-and-push-image-rocm:
concurrency:
group: ${{ github.workflow }}-build-and-push-image-rocm-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs: start-runner # required to start the main job when the runner is ready
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
permissions:
contents: write
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write
security-events: write
steps:
- name: Checkout repository
uses: actions/checkout@v3
- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v2.0.0
with:
install: true
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Login to GitHub Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to internal Container Registry
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
registry: registry.internal.huggingface.tech
- name: Login to Azure Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.AZURE_DOCKER_USERNAME }}
password: ${{ secrets.AZURE_DOCKER_PASSWORD }}
registry: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io
# If pull request
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name == 'pull_request' }}
id: meta-pr
uses: docker/metadata-action@v4.3.0
with:
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
tags: |
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
# If main, release or tag
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name != 'pull_request' }}
id: meta
uses: docker/metadata-action@v4.3.0
with:
flavor: |
latest=false
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
ghcr.io/huggingface/text-generation-inference
db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference
tags: |
type=semver,pattern={{version}}-rocm
type=semver,pattern={{major}}.{{minor}}-rocm
type=raw,value=latest-rocm,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@v4
with:
context: .
file: Dockerfile_amd
push: true
platforms: 'linux/amd64'
build-args: |
GIT_SHA=${{ env.GITHUB_SHA }}
DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }}
labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }}
cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-rocm,mode=min
cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-rocm,mode=min
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integration-tests:
concurrency:
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs:
- start-runner
- build-and-push-image # Wait for the docker image to be built
- build-and-push-image-rocm
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runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
env:
DOCKER_VOLUME: /cache
steps:
- uses: actions/checkout@v2
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Prepare disks
run: |
sudo mkfs -t ext4 /dev/nvme1n1
sudo mkdir ${{ env.DOCKER_VOLUME }}
sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }}
- name: Install
run: |
make install-integration-tests
- name: Run tests
run: |
export DOCKER_IMAGE=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}
export HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }}
pytest -s -vv integration-tests
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stop-runner:
name: Stop self-hosted EC2 runner
needs:
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- start-runner
- build-and-push-image
- build-and-push-image-rocm
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- integration-tests
runs-on: ubuntu-latest
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env:
AWS_REGION: us-east-1
if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
steps:
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- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Stop EC2 runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: stop
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
label: ${{ needs.start-runner.outputs.label }}
ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}