Python SDK for the Dex workflow engine
Project description
dex-python-sdk
Python SDK for Dex workflow engine
pip install dex-python-sdk==0.0.1
See samples for use case examples.
Requirements
- Python 3.9+
- Dex server
Concepts
To implement a workflow, the two most core interfaces are
-
Workflow interface defines the workflow definition
-
WorkflowState interface defines the workflow states for workflow definitions
A workflow can contain any number of WorkflowStates.
See more in https://github.com/superdurable/dex#what-is-dex
Development Plan
1.0 -- the basic and most frequently needed features
- Start workflow API
- Executing
wait_until/executeAPIs and completing workflow - Parallel execution of multiple states
- GetWorkflowResultsWithWait API
- StateOption: WaitUntil(optional)/Execute API timeout and retry policy
- Get workflow with wait API
- Timer command
- AnyCommandCompleted and AllCommandCompleted waitingType
- InternalChannel command
- DataAttribute
- Stop workflow API
- Improve workflow uncompleted error return(canceled, failed, timeout, terminated)
- Support execute API failure policy
- Support workflow RPC
- Signal command
- Reset workflow API
- Skip timer API for testing/operation
Running dex-server locally
Option 1: use docker compose
See dex README
Option 2: VSCode Dev Container
Dev Container is an easy way to get dex-server running locally. Follow these steps to launch a dev container:
- Install Docker, VSCode, and VSCode Dev Container plugin.
- Open the project in VSCode.
cd dex-python-sdk code .
- Launch the Remote-Containers: Reopen in Container command from Command Palette (Ctrl + Shift + P). You can also click in the bottom left corner to access the remote container menu.
- Once the dev container starts, dex-server will be listening on port 8801.
How To Contribute
This project uses Poetry as a dependency manager. Check out Poetry's documentation on how to install it on your system before proceeding.
❗Note: If you use Conda or Pyenv as your environment / package manager, avoid dependency conflicts by doing the following first:
- Before installing Poetry, create and activate a new Conda env (e.g. conda create -n langchain python=3.9)
- Install Poetry (see above)
- Tell Poetry to use the virtualenv python environment (poetry config virtualenvs.prefer-active-python true)
- Continue with the following steps.
To install requirements:
poetry install
Update IDL
Edit protos/dex.proto. Rename catalog: docs/design/idl-renames.md.
Generate stubs from IDL
make -C ../protos proto
Checked-in Python stubs land in dex/dexpb/.
Linting
To run linting for this project:
poetry run pre-commit run --show-diff-on-failure --color=always --all-files
Code of Conduct
This project is governed by the Contributor Covenant v 1.4.1. (Review the Code of Conduct and remove this sentence before publishing your project.)
Publishing to PyPI
- Bump
versioninpyproject.toml(and thepip installline above). - Create a GitHub Release with tag
sdk-python-vX.Y.Z(for examplesdk-python-v0.0.1), or run the Publish Python SDK to PyPI workflow manually. - CI runs
poetry publish --buildusing thePYPI_TOKENrepository secret.
See CONTRIBUTING.md for monorepo tag conventions.
License
This project uses the Apache 2.0 license. (Update this and the LICENSE file if your project uses a different license.)
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