A library with classes and types used througout the backend for Conflict Cartographer
Project description
CC Backend Library
This library contains several classes and data models that are useful when
writing services that interact with other services in Conflict Cartographer. In
particular, the modules api_client
and schema
respectively provide classes
for retrieving and modelling data from APIs.
Data retrieval
Data retrieval is offered via the cc_backend_lib.dal.Dal
class. This class is
instantiated by passing several API clients:
from cc_backend_lib.clients import predictions_client, scheduler_client, users_client, countries_client
from cc_backend_lib import dal
cc_dal = dal.Dal(
predictions = predictions_client.PredictionsClient(...),
scheduler = scheduler_client.SchedulerClient(...),
users = users_client.UsersClient(...),
countries = countries_client.CountriesClient(...),
)
The class has several methods that offer access to data and summaries. See help(Dal)
Caching
A powerful caching decorator is provided that lets you decorate both sync and async functions for caching. For using different kinds of backends or for other kinds of customization (LRU, etc.), the caching decorator lets you pass a custom cache class. There are some provided cache classes, including one that uses Redis:
from cc_backend_lib.cache import redis_cache, cache
cache_backend = redis_cache
@cache.cache(redis_cache.RedisBackend(host = "...", expiry_time = 100))
def my_slow_function(a,b,c):
...
# First time slow
a = my_slow_function(1,2,3)
# Second time fast
b = my_slow_function(1,2,3)
assert a == b
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