pluto/core/clients/base.py

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2023-03-08 12:48:05 +00:00
from abc import ABC, abstractmethod
import aiohttp
import orjson
from glom import glom
from pydantic.error_wrappers import ValidationError
from core.lib import schemas
from core.util import logs
# Return error if the schema for the message type is not found
STRICT_VALIDATION = False
# Raise exception if the conversion schema is not found
STRICT_CONVERSION = False
# TODO: Set them to True when all message types are implemented
log = logs.get_logger("clients")
class NoSchema(Exception):
"""
Raised when:
- The schema for the message type is not found
- The conversion schema is not found
- There is no schema library for the client
"""
pass
class NoSuchMethod(Exception):
"""
Client library has no such method.
"""
pass
class GenericAPIError(Exception):
"""
Generic API error.
"""
pass
def is_camel_case(s):
return s != s.lower() and s != s.upper() and "_" not in s
def snake_to_camel(word):
if is_camel_case(word):
return word
return "".join(x.capitalize() or "_" for x in word.split("_"))
DEFAULT_HEADERS = {
"accept": "application/json",
"Content-Type": "application/json",
}
class BaseClient(ABC):
token = None
async def __new__(cls, *a, **kw):
instance = super().__new__(cls)
await instance.__init__(*a, **kw)
return instance
async def __init__(self, instance):
"""
Initialise the client.
:param instance: the database object, e.g. Aggregator
"""
name = self.__class__.__name__
self.name = name.replace("Client", "").lower()
self.instance = instance
self.client = None
await self.connect()
@abstractmethod
async def connect(self):
pass
@property
def schema(self):
"""
Get the schema library for the client.
"""
# Does the schemas library have a library for this client name?
if hasattr(schemas, f"{self.name}_s"):
schema_instance = getattr(schemas, f"{self.name}_s")
else:
log.error(f"No schema library for {self.name}")
raise Exception(f"No schema library for client {self.name}")
return schema_instance
def get_schema(self, method, convert=False):
if isinstance(method, str):
to_camel = snake_to_camel(method)
else:
to_camel = snake_to_camel(method.__class__.__name__)
if convert:
to_camel = f"{to_camel}Schema"
# if hasattr(self.schema, method):
# schema = getattr(self.schema, method)
if hasattr(self.schema, to_camel):
schema = getattr(self.schema, to_camel)
else:
raise NoSchema(f"Could not get schema: {to_camel}")
return schema
async def call_method(self, method, *args, **kwargs):
"""
Call a method with aiohttp.
"""
if kwargs.get("append_slash", True):
path = f"{self.url}/{method}/"
else:
path = f"{self.url}/{method}"
http_method = kwargs.get("http_method", "get")
cast = {
"headers": DEFAULT_HEADERS,
}
print("TOKEN", self.token)
# Use the token if it's set
if self.token is not None:
cast["headers"]["Authorization"] = f"Bearer {self.token}"
if "data" in kwargs:
cast["data"] = orjson.dumps(kwargs["data"])
# Use the method to send a HTTP request
async with aiohttp.ClientSession() as session:
session_method = getattr(session, http_method)
async with session_method(path, **cast) as response:
response_json = await response.json()
return response_json
def convert_spec(self, response, method):
"""
Convert an API response to the requested spec.
:raises NoSchema: If the conversion schema is not found
"""
schema = self.get_schema(method, convert=True)
# Use glom to convert the response to the schema
converted = glom(response, schema)
return converted
def validate_response(self, response, method):
schema = self.get_schema(method)
# Return a dict of the validated response
try:
response_valid = schema(**response).dict()
except ValidationError as e:
log.error(f"Error validating {method} response: {response}")
log.error(f"Errors: {e}")
raise GenericAPIError("Error validating response")
return response_valid
def method_filter(self, method):
"""
Return a new method.
"""
return method
async def call(self, method, *args, **kwargs):
"""
Call the exchange API and validate the response
:raises NoSchema: If the method is not in the schema mapping
:raises ValidationError: If the response cannot be validated
"""
# try:
response = await self.call_method(method, *args, **kwargs)
# except (APIError, V20Error) as e:
# log.error(f"Error calling method {method}: {e}")
# raise GenericAPIError(e)
if "schema" in kwargs:
method = kwargs["schema"]
else:
method = self.method_filter(method)
try:
response_valid = self.validate_response(response, method)
except NoSchema as e:
log.error(f"{e} - {response}")
response_valid = response
# Convert the response to a format that we can use
try:
response_converted = self.convert_spec(response_valid, method)
except NoSchema as e:
log.error(f"{e} - {response}")
response_converted = response_valid
# return (True, response_converted)
return response_converted