Add readme

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Nuno Campos
2023-08-29 14:40:21 +01:00
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# `permchain`
## Get started
`pip install permchain`
## Usage
```python
from permchain import InMemoryPubSubConnection, PubSub, Topic
topic_one = Topic("one")
chain_one = Topic.IN.subscribe() | (lambda x: x + 'b') | topic_one.publish()
chain_two = topic_one.subscribe() | (lambda x: x + 'c') | Topic.OUT.publish()
conn = InMemoryPubSubConnection()
pubsub = PubSub(processes=(chain_one, chain_two), connection=conn)
assert pubsub.invoke('a') == ['abc']
```
Check `tests` and `examples` for more examples.
## Roadmap
- [ ] Add initial retry support (pending changes in `langchain`)
- [ ] Detect cycles (aka. infinite loops) and throw an error
- [ ] Allow user to catch that error (by subcribing to an error topic?)
- [ ] Replace Queue data structure with a Log data structure (this will enable checking the status of the readers, etc.)
- [ ] eg. https://anyio.readthedocs.io/en/3.x/streams.html
- [ ] Implement IN and OUT topics as regular topics
- [ ] Enable resuming PubSub from the "middle" of the computation
- [ ] Add Redis-backed Connection implementation
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from permchain.pubsub import PubSub
from permchain.topic import Topic
from permchain.connection_inmemory import InMemoryPubSubConnection
__all__ = [
"PubSub",
"Topic",
"InMemoryPubSubConnection",
]