Welcome to pyensign!
This repository contains the Ensign driver, SDK, and helpers for Python. For the main ensign repo, go here. We also have SDKs for Javascript and Go.
PyEnsign is compatible with Python >= 3.7 (Note: we can't guarantee PyEnsign's compatibility with earlier versions of Python due to PyEnsign's dependence on the grpcio package). The simplest way to install PyEnsign and its dependencies is from PyPI with pip, Python's preferred package installer.
pip install pyensign
The Ensign client provides access to the unified API for managing topics and publishing/subscribing to topics. Creating a client requires a client ID and client secret (your API key).
from pyensign.ensign import Ensign
client = Ensign(client_id=<your client ID>, client_secret=<your client secret>)If not provided the client ID and client secret will be obtained from the ENSIGN_CLIENT_ID and ENSIGN_CLIENT_SECRET environment variables.
The sample code below describes some of the core PyEnsign API, but if you're looking for a minimal end-to-example, check this out first.
Use Ensign.publish() to publish events to a topic. All events must contain some data (the event payload) in binary format and a mimetype. The mimetype helps subscribers consuming the event determine how to decode the payload.
from pyensign.events import Event
# Publishing a single event
event = Event(b'{"temp": 72, "units": "fahrenheit"}', "application/json")
await client.publish("weather", event)
# Publishing multiple events
events = [
Event(b'{"temp": 72, "units": "fahrenheit"}', "application/json"),
Event(b'{"temp": 76, "units": "fahrenheit"}', "application/json")
]
await client.publish("weather", events)This will raise an exception if the topic doesn't exist. If you aren't sure that a topic exists, you can use Ensign.ensure_topic_exists() to create the topic if it doesn't exist.
await client.ensure_topic_exists("weather")How do you know if an event was actually published? Ensign.publish allows callbacks to be specified when the client receives acks and nacks from the server. The first argument in the callback is the Ack or Nack. An Ack contains the timestamp when the event was committed. A Nack is returned if the event couldn't be committed and contains the ID of the event along with an error describing what went wrong.
async def handle_ack(self, ack):
ts = datetime.fromtimestamp(ack.committed.seconds + ack.committed.nanos / 1e9)
print(f"Event committed at {ts}")
async def handle_nack(self, nack):
print(f"Could not commit event {nack.id} with error {nack.code}: {nack.error}")
await client.publish("weather", event, on_ack=handle_ack, on_nack=handle_nack)Use Ensign.subscribe() to subscribe to one or more topics.
async for event in client.subscribe("weather", "forecast"):
print(event)
await event.ack()Event:
id: b'\x01\x89\xd2\x1a?,A\x03\xf2\x04\xa6yd\xdf\x0b<'
data: b'{"temp": "72", "units": "fahrenheit"}'
mimetype: application/json
schema: WeatherUpdate v1.0.0
state: EventState.SUBSCRIBED
created: 2023-08-07 17:24:41
committed: 2023-08-07 17:24:42.930920
The Event object contains coroutines for acking and nacking an event back to the Ensign service. Subscribers should normally invoke Event.ack() once the event has been successfully consumed, or Event.nack() if the event needs to be redelivered.
PyEnsign has decorators to convert your existing async functions into publishers and subscribers. For example, if you have a common function that you use to retrieve weather data, you could mark it with @publisher to automatically publish the returned object to Ensign.
from pyensign.ensign import authenticate, publisher
@authenticate()
@publisher("weather")
async def current_weather():
return {
"temp": 72,
"units": "fahrenheit"
}
await current_weather()This is equivalent to:
from pyensign.ensign import Ensign
client = Ensign()
event = Event(b'{"temp": 72, "units": "fahrenheit"}', "application/json")
await client.publish("weather", event)You can also specify an alternative mimetype for the byte encoding. For example, pickle is a common serialization format that's an alternative to JSON.
@publish("weather", mimetype="application/python-pickle")Similarly you can use @subscriber to mark a subscriber which processes the weather data directly from the topic, e.g. to serve up weather updates in real time.
import json
from pyensign.ensign import
@authenticate()
@subscriber("weather")
async def process_weather(events):
for event in events:
update = json.loads(event.data)
print(update)
await event.ack()
await process_weather()This is equivalent to:
from pyensign.ensign import Ensign
client = Ensign()
async for event in client.subscribe():
update = json.loads(event.data)
print(update)
await event.ack()@authenticate should be specified at least once, usually on your main function or at the entry point of your application. By default it uses credentials from your environment, but you can also specify them directly or load them from a JSON file.
@authenticate(client_id="my-client-id", client_secret="my-client_secret")
@authenticate(cred_path="my-project-credentials.json")Most event-driven applications require some form of concurrency. Therefore, the Ensign class is designed to be used asynchronously by defining coroutines. You can use Python's builtin asyncio package to schedule and run coroutines from the main thread.
import asyncio
from pyensign.ensign import Ensign
async def subscriber(topic):
...
async for event in client.subscribe(topic):
# Handle the event
def main():
asyncio.run(subscriber(topic))If you aren't comfortable with asyncio or need a more object-oriented interface, you can use the Publisher and Subscriber classes to implement your own publisher and subscriber apps.
import time
from pyensign.events import Event
from pyensign.publisher import Publisher
class MyPublisher(Publisher):
def source_events(self):
while True:
# Call an API and yield some events!
data = self.fetch_data()
yield Event(data=data, mimetype="application/json")
time.sleep(60)
def run_forever(self):
self.run(self.source_events())
publisher = MyPublisher("my-topic")
publisher.run_forever()from pyensign.subscriber import Subscriber
class MySubscriber(Subscriber):
async def on_event(self, event):
# Process the event
...
# Ack the event back to Ensign
event.ack()
subscriber = MySubscriber("my-topic")
subscriber.run()Wow, you want to contribute to PyEnsign? 😍 We would absolutely love that!
PyEnsign is an open source project that is supported by a community who will gratefully and humbly accept any contributions you might make to the project. Large or small, any contribution makes a big difference; and if you've never contributed to an open source project before, we hope you will start with PyEnsign!
Please check out our Contributor's Guide in CONTRIBUTING.md to get a quick orientation first.
We can't wait to hear from you!