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Python GenServer Implementation
genserver
is a Python library that provides a robust and easy-to-use implementation of the GenServer pattern, inspired by Erlang/OTP. GenServers are a fundamental building block for building concurrent and fault-tolerant applications. They encapsulate state, handle asynchronous messages, and simplify concurrent programming.
This library aims to bring the power and elegance of the GenServer model to Python developers, enabling them to build more resilient and scalable applications.
- Core GenServer Pattern: Implements the essential GenServer behaviors: state management, message handling (cast and call), and lifecycle callbacks (init, terminate).
- Asynchronous Messaging (Cast): Send non-blocking messages to the GenServer for asynchronous operations and state updates.
- Synchronous Messaging (Call): Send blocking messages and receive responses, enabling request-response style interactions with the GenServer.
- State Management: GenServers manage their own internal state, simplifying concurrent access and data consistency.
- Error Handling: Includes robust error handling within the GenServer loop and user-defined handlers, with logging and custom exception types.
- Timeouts: Supports timeouts for
stop
andcall
operations, preventing indefinite blocking. - Type Hinting: Written with type hints for improved code clarity, maintainability, and static analysis.
- Well-Tested: Comes with a comprehensive suite of unit tests to ensure reliability and correctness.
- Production-Ready: Designed for building robust and scalable applications.
You can install genserver
from PyPI using pip:
pip install genserver
Note: The PyPI package name is genserver
to avoid namespace conflicts. When importing in Python, you will use import genserver
.
python test_application.py
or
Here's a simple example demonstrating how to use genserver
to create a counter server:
import time
import logging
from genserver import GenServer, GenServerError, GenServerTimeoutError
# Configure logging (optional)
logging.basicConfig(level=logging.INFO)
class CounterServer(GenServer[int]): # State is an integer
def init(self) -> int:
return 0 # Initial count is 0
def handle_cast(self, message: dict, state: int) -> int:
action = message.get("action")
if action == "increment":
return state + 1
elif action == "decrement":
return state - 1
else:
return super().handle_cast(message, state) # Default unhandled cast
def handle_call(self, message: dict, state: int) -> tuple[int, int]:
action = message.get("action")
if action == "get_count":
return state, state # Return current count
elif action == "increment_and_get":
new_state = state + 1
return new_state, new_state # Increment and return new count
else:
raise NotImplementedError(f"Call action '{action}' not implemented: {action}")
if __name__ == "__main__":
counter = CounterServer()
counter.start()
counter.cast({"action": "increment"})
counter.cast({"action": "increment"})
count = counter.call({"action": "get_count"})
print(f"Current Count: {count}") # Output: Current Count: 2
new_count = counter.call({"action": "increment_and_get"})
print(f"Incremented Count: {new_count}") # Output: Incremented Count: 3
counter.stop()
print("Counter Server Stopped.")
To run this example, save it as a Python file (e.g., counter_example.py
) and execute it from your terminal:
python counter_example.py
Key GenServer Methods:
start(*args, **kwargs)
: Starts the GenServer process. Callsinit(*args, **kwargs)
in a new thread.stop(timeout=None)
: Stops the GenServer gracefully, waiting for the thread to join (with optional timeout).cast(message)
: Sends an asynchronous message to the GenServer's mailbox (no response expected).message
must be a dictionary.call(message, timeout=None)
: Sends a synchronous message and waits for a response (with optional timeout).message
must be a dictionary.
User-Defined Callbacks (Override in Subclasses):
init(*args, **kwargs) -> State
: Initialization callback. Return the initial state.handle_cast(message: dict, state: State) -> State
: Handles asynchronous cast messages. Return the new state.handle_call(message: dict, state: State) -> tuple[Any, State]
: Handles synchronous call messages. Return a tuple containing the response and the new state.terminate(state: State)
: Termination callback, called when the GenServer is stopping.
To run the unit tests for genserver
, you will need to install pytest
. If you haven't already, install it using:
pip install pytest
Then, navigate to the root directory of the genserver
library (where setup.py
is located) and run pytest
from your terminal:
pytest
This will discover and run all tests located in the tests/
directory. You should see output indicating the test results.
Contributions are welcome! Please feel free to submit issues or pull requests