[Task]: Automatically update constraints file based on Unit tests and integration test status
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- Java
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Description
### What needs to happen?
For Python SDK, we can provide a [constraints file](https://luminousmen.com/post/pip-constraints-files). Good read on constraints file: https://luminousmen.com/post/pip-constraints-files.
To automate the dependency management of Python SDK, we can create a task that runs unit tests and some integration tests and if they get a green signal, we can `pip freeze` to get the latest dependency list and push it to the `constraints` file.
Task to create a constraint file: https://github.com/apache/beam/issues/25656
### Issue Priority
Priority: 2 (default / most normal work should be filed as P2)
### Issue Components
- [X] Component: Python SDK
- [ ] Component: Java SDK
- [ ] Component: Go SDK
- [ ] Component: Typescript SDK
- [ ] Component: IO connector
- [ ] Component: Beam examples
- [ ] Component: Beam playground
- [ ] Component: Beam katas
- [ ] Component: Website
- [ ] Component: Spark Runner
- [ ] Component: Flink Runner
- [ ] Component: Samza Runner
- [ ] Component: Twister2 Runner
- [ ] Component: Hazelcast Jet Runner
- [ ] Component: Google Cloud Dataflow Runner
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