Generic framework for building modern asynchronous API clients for bibliometric and scholarly data retrieval
Project description
bibliofabric: a foundation for modern scholarly API clients
bibliofabric is a foundational, asynchronous Python framework for building modern, resilient, and maintainable clients for scholarly APIs. It is the generic engine designed to create a future toolkit of clients for services like OpenAIRE, Crossref, OpenAlex, and more.
Key Features
- Built on
httpxandasynciofor high-performance, non-blocking I/O. - Automatic retries for transient network errors and 5xx/429 status codes with configurable exponential backoff.
- Supports various authentication schemes.
- The
ResponseUnwrappercan be adapted to all response structures. - Optional in-memory TTL caching for GET requests to reduce latency and API load.
- Handles
429errors by respectingRetry-Afterheaders. - Inject custom logic before a request is sent or after a response is received with a hook system.
Who is this for?
bibliofabric is a framework for developers building API clients. It is not an end-user library. You would use bibliofabric to create a library like AIREloom, which can then be used by researchers, librarians, data scientists, ....
How to Build a Client with bibliofabric (Conceptual Example)
Here’s a simplified example of how you would build a client for a hypothetical "SimpleAPI".
The developer only needs to define the API-specific parts; the underlying boilerplay & logic is handled by bibliofabric.
# simpleapi_client/client.py
from bibliofabric.client import BaseApiClient
from bibliofabric.config import BaseApiSettings
from bibliofabric.models import ResponseUnwrapper
from bibliofabric.resources import GettableMixin, BaseResourceClient
from pydantic import BaseModel
# 1. Define the API's data model
class SimpleWork(BaseModel):
id: str
title: str
# 2. Implement the ResponseUnwrapper for this specific API
class SimpleApiUnwrapper(ResponseUnwrapper[dict]):
def unwrap_results(self, response_json: dict) -> list[dict]:
return response_json.get("data", [])
def unwrap_single_item(self, response_json: dict) -> dict:
return response_json.get("item", {})
# ... implement other protocol methods ...
# 3. Define the Resource Client using BiblioFabric's mixins
class WorksClient(GettableMixin, BaseResourceClient):
_entity_path: str = "works"
_entity_model: type[SimpleWork] = SimpleWork
# 4. Create the main client class
class SimpleApiClient(BaseApiClient):
def __init__(self, settings: BaseApiSettings | None = None, auth_strategy=None):
# Instantiate the unwrapper and pass it to the base client
unwrapper = SimpleApiUnwrapper()
super().__init__(
base_url="https://api.simple.org/v1",
settings=settings,
auth_strategy=auth_strategy,
response_unwrapper=unwrapper
)
# Attach the specific resource client
self.works = WorksClient(api_client=self)
# 5. The end-user can now use your new client
async def main():
async with SimpleApiClient() as client:
work = await client.works.get("123")
print(work.title)
Core Architectural Concepts
bibliofabric is built on a few key, decoupled concepts:
- The heart of the framework is formed by the
BaseApiClient. A robust,httpx-based asynchronous client that manages the entire request/response lifecycle, including retries, caching, rate limiting, and a hook system. - A pluggable system for authentication using
AuthStrategy. Implementations for No-Auth, Static Bearer Token, and OAuth2 Client Credentials are provided out of the box, and adding new strategies (e.g., for Crossref's "polite pool") is straightforward. ResponseUnwrapper: The key to flexibility. This protocol allows specific clients to teach theBaseApiClienthow to navigate different API response "envelopes" (e.g., finding results inresponse['results']vs.response['message']['items']).- A set of pre-built mixins (
GettableMixin,SearchableMixin,CursorIterableMixin) that provide the boilerplate logic for common REST operations (.get(),.search(),.iterate()), making specific client implementations incredibly lean and declarative.
Contributing
Contributions are welcome! This project adheres to standard open-source practices. Please see our development guidelines for information on setting up your environment, coding conventions, and testing.
License
This project is licensed under the MIT License.
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