Initial commit

This commit is contained in:
Jorg Doku
2023-07-03 13:42:43 -05:00
committed by GitHub
commit 38829c2720
11 changed files with 476 additions and 0 deletions
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name: CD | Dev Docker Image
on:
push:
branches:
- "main"
jobs:
docker:
runs-on: ubuntu-latest
steps:
- name: Clear Space
run: |
rm -rf /usr/share/dotnet
rm -rf /opt/ghc
rm -rf "/usr/local/share/boost"
rm -rf "$AGENT_TOOLSDIRECTORY"
- name: Set up QEMU
uses: docker/setup-qemu-action@v2
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2
- name: Login to Docker Hub
uses: docker/login-action@v2
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Build and push
uses: docker/build-push-action@v4
with:
push: true
tags: ${{ vars.DOCKERHUB_REPO }}/${{ vars.DOCKERHUB_IMG }}:dev
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name: CD | Release Docker Image
on:
release:
types: [published]
jobs:
docker:
runs-on: ubuntu-latest
steps:
- name: Clear Space
run: |
rm -rf /usr/share/dotnet
rm -rf /opt/ghc
rm -rf "/usr/local/share/boost"
rm -rf "$AGENT_TOOLSDIRECTORY"
- name: Set up QEMU
uses: docker/setup-qemu-action@v2
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2
- name: Login to Docker Hub
uses: docker/login-action@v2
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Build and push
uses: docker/build-push-action@v4
with:
push: true
tags: ${{ secrets.DOCKERHUB_REPO }}/${{ secrets.DOCKERHUB_IMG }}:${{ github.event.release.tag_name }}
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name: CI | Update runpod package version
on:
repository_dispatch:
types: [python-package-release]
push:
branches: ["main"]
workflow_dispatch:
jobs:
check_dep:
runs-on: ubuntu-latest
name: Check python requirements file and update
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Check for new package version and update
run: |
# Get current version
current_version=$(grep -oP 'runpod==\K[^"]+' ./builder/requirements.txt)
# Get new version
new_version=$(curl -s https://pypi.org/pypi/runpod/json | jq -r .info.version)
echo "NEW_VERSION_ENV=$new_version" >> $GITHUB_ENV
if [ -z "$new_version" ]; then
echo "Failed to fetch the new version."
exit 1
fi
# Check if the version is already up-to-date
if [ "$current_version" = "$new_version" ]; then
echo "The package version is already up-to-date."
exit 0
fi
# Update requirements.txt
sed -i "s/runpod==.*/runpod==$new_version/" ./builder/requirements.txt
- name: Create Pull Request
uses: peter-evans/create-pull-request@v3
with:
token: ${{ secrets.GITHUB_TOKEN }}
commit-message: Update package version
title: Update runpod package version
body: The package version has been updated to ${{ env.NEW_VERSION_ENV }}
branch: runpod-package-update
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name: CI | Test Worker
on:
push:
branches:
- main
pull_request:
branches:
- main
workflow_dispatch:
jobs:
initialize_worker:
runs-on: ubuntu-latest
outputs:
id: ${{ steps.extract_id.outputs.runpod_job_id }}
steps:
- name: Deploy Worker
id: deploy
uses: fjogeleit/http-request-action@v1
with:
url: "https://api.runpod.ai/v2/${{ secrets.RUNPOD_ENDPOINT }}/run"
method: "POST"
customHeaders: '{"Content-Type": "application/json"}'
bearerToken: ${{ secrets.RUNPOD_API_KEY }}
data: '{"input":{"github_pat": "${{ secrets.GH_PAT }}", "github_org":"${{ secrets.GH_ORG }}"}}'
- name: Extract Job ID
id: extract_id
run: |
ID=$(echo '${{ steps.deploy.outputs.response }}' | jq -r '.id')
echo "::set-output name=runpod_job_id::$ID"
run_tests:
needs: initialize_worker
runs-on: runpod
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.11 & install dependencies
uses: actions/setup-python@v4
with:
python-version: "3.11"
- name: Install Dependencies
run: |
python -m pip install --upgrade pip
pip install -r builder/requirements.txt
- name: Execute Tests
run: |
python src/handler.py --test_input='{"input": "test"}'
terminate_worker:
if: ${{ always() && !success() }}
needs: initialize_worker
runs-on: ubuntu-latest
steps:
- name: Shutdown Worker
uses: fjogeleit/http-request-action@v1
with:
url: "https://api.runpod.ai/v2/${{ secrets.RUNPOD_ENDPOINT }}/cancel/${{ needs.initialize_worker.outputs.id }}"
method: "POST"
customHeaders: '{"Content-Type": "application/json"}'
bearerToken: ${{ secrets.RUNPOD_API_KEY }}
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# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
.pybuilder/
target/
# Jupyter Notebook
.ipynb_checkpoints
# IPython
profile_default/
ipython_config.py
# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/#use-with-ide
.pdm.toml
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
# pytype static type analyzer
.pytype/
# Cython debug symbols
cython_debug/
# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/
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# Base image
FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu20.04
# Use bash shell with pipefail option
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
# Set the working directory
WORKDIR /
# Update and upgrade the system packages (Worker Template)
COPY builder/setup.sh /setup.sh
RUN chmod +x /setup.sh && \
/setup.sh && \
rm /setup.sh
# Install Python dependencies (Worker Template)
COPY builder/requirements.txt /requirements.txt
RUN --mount=type=cache,target=/root/.cache/pip \
pip install --upgrade pip && \
pip install --upgrade -r /requirements.txt --no-cache-dir && \
rm /requirements.txt
# Add src files (Worker Template)
ADD src .
CMD python -u /handler.py
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MIT License
Copyright (c) 2023 runpod-workers
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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<div align="center">
<h1>Template | Worker</h1>
[![CI | Test Worker](https://github.com/runpod-workers/worker-template/actions/workflows/CI-test_worker.yml/badge.svg)](https://github.com/runpod-workers/worker-template/actions/workflows/CI-test_worker.yml)
&nbsp;
[![Docker Image](https://github.com/runpod-workers/worker-template/actions/workflows/CD-docker_dev.yml/badge.svg)](https://github.com/runpod-workers/worker-template/actions/workflows/CD-docker_dev.yml)
🚀 | A simple worker that can be used as a starting point to build your own custom RunPod Endpoint API worker.
</div>
## 📖 | Getting Started
1. Clone this repository.
2. (Optional) Add DockerHub credentials to GitHub Secrets.
3. Add your code to the `src` directory.
4. Update the `handler.py` file to load models and process requests.
5. Add any dependencies to the `requirements.txt` file.
6. Add any other build time scripts to the`builder` directory, for example, downloading models.
7. Update the `Dockerfile` to include any additional dependencies.
### CI/CD
This repository is setup to automatically build and push a docker image to the GitHub Container Registry. You will need to add the following to the GitHub Secrets for this repository to enable this functionality:
- `DOCKERHUB_USERNAME` | Your DockerHub username for logging in.
- `DOCKERHUB_TOKEN` | Your DockerHub token for logging in.
- `DOCKERHUB_REPO` | The name of the repository you want to push to.
- `DOCKERHUB_IMG` | The name of the image you want to push to.
The `CD-docker_dev.yml` file will build the image and push it to the `dev` tag, while the `CD-docker_release.yml` file will build the image on releases and tag it with the release version.
The `CI-test_worker.yml` file will test the worker using the input provided by the `--test_input` argument when calling the file containing your handler. Be sure to update this workflow to install any dependencies you need to run your tests.
## 💡 | Best Practices
System dempendency installation, model caching, and other shell tasks should be added to the `builder/setup.sh` this will allow you to easily setup your Dockerfile as well as run CI/CD tasks.
Models should be part of your docker image, this can be accomplished by either copying them into the image or downloading them during the build process.
If using the input validation utility from the runpod python package, create a `schemas` python file where you can define the schemas, then import that file into your `handler.py` file.
## 🔗 | Links
🐳 [Docker Container](https://hub.docker.com/r/runpod/serverless-hello-world)
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# Required Python packages get listed here, one per line.
# Reccomended to lock the version number to avoid unexpected changes.
runpod==0.9.12
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#!/bin/bash
apt-get update
apt-get upgrade -y
apt-get install -y software-properties-common
apt-get autoremove -y
apt-get clean -y
rm -rf /var/lib/apt/lists/*
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#!/usr/bin/env python
''' Contains the handler function that will be called by the serverless. '''
import runpod
# Load models into VRAM here so they can be warm between requests
def handler(event):
'''
This is the handler function that will be called by the serverless.
'''
print(event)
# do the things
# return the output that you want to be returned like pre-signed URLs to output artifacts
return "Hello World"
runpod.serverless.start({"handler": handler})