mango-explorer/mango/oracle.py

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# # ⚠ Warning
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT
# LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
# NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
# SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#
# [🥭 Mango Markets](https://mango.markets/) support is available at:
# [Docs](https://docs.mango.markets/)
# [Discord](https://discord.gg/67jySBhxrg)
# [Twitter](https://twitter.com/mangomarkets)
# [Github](https://github.com/blockworks-foundation)
# [Email](mailto:hello@blockworks.foundation)
import abc
import enum
import logging
import rx
import typing
from datetime import datetime
from decimal import Decimal
from .context import Context
from .market import Market
# # 🥭 Oracles
#
# This file deals with fetching prices from exchanges and oracles.
#
# # 🥭 SupportedOracleFeature enum
#
# Some oracles provide a mid price. Some provide bid and ask but no mid price. Some provide a confidence score.
# Some done. This enum allows an oracle to say which features it supports.
#
class SupportedOracleFeature(enum.Flag):
MID_PRICE = enum.auto()
TOP_BID_AND_OFFER = enum.auto()
CONFIDENCE = enum.auto()
def has_feature(self, feature: "SupportedOracleFeature") -> bool:
return (self & feature) == 0 # type: ignore[comparison-overlap]
# # 🥭 OracleSource class
#
# This class describes an oracle and can be used to tell apart `Prices` from different `Oracle`s
# apart.
#
class OracleSource():
def __init__(self, provider_name: str, source_name: str, supports: SupportedOracleFeature, market: Market) -> None:
self.provider_name = provider_name
self.source_name = source_name
self.supports: SupportedOracleFeature = supports
self.market = market
def __str__(self) -> str:
return f"« 𝙾𝚛𝚊𝚌𝚕𝚎𝚂𝚘𝚞𝚛𝚌𝚎 '{self.source_name}' from '{self.provider_name}' for market '{self.market.symbol}' [{self.supports}] »"
def __repr__(self) -> str:
return f"{self}"
# # 🥭 Price class
#
# This class contains all relevant info for a price.
#
class Price():
def __init__(self, source: OracleSource, timestamp: datetime, market: Market, top_bid: Decimal, mid_price: Decimal, top_ask: Decimal, confidence: Decimal) -> None:
self.source: OracleSource = source
self.timestamp: datetime = timestamp
self.market: Market = market
self.top_bid: Decimal = top_bid
self.mid_price: Decimal = mid_price
self.top_ask: Decimal = top_ask
self.confidence: Decimal = confidence
@property
def spread(self) -> Decimal:
return (self.top_ask - self.top_bid) / 2
def __str__(self) -> str:
confidence = ""
if self.source.supports & SupportedOracleFeature.CONFIDENCE:
confidence = f" +/- {self.confidence:,.8f}"
return f"{self.timestamp} [{self.source.provider_name}] {self.market.symbol}: {self.mid_price:,.8f}{confidence}"
def __repr__(self) -> str:
return f"{self}"
# # 🥭 Oracle class
#
# Derived versions of this class can fetch prices for a specific market.
#
class Oracle(metaclass=abc.ABCMeta):
def __init__(self, name: str, market: Market) -> None:
self.logger: logging.Logger = logging.getLogger(self.__class__.__name__)
self.name = name
self.market = market
@property
def symbol(self) -> str:
return self.market.symbol
@abc.abstractmethod
def fetch_price(self, context: Context) -> Price:
raise NotImplementedError("Oracle.fetch_price() is not implemented on the base type.")
@abc.abstractmethod
def to_streaming_observable(self, context: Context) -> rx.core.typing.Observable[Price]:
raise NotImplementedError("Oracle.fetch_price() is not implemented on the base type.")
def __str__(self) -> str:
return f"« 𝙾𝚛𝚊𝚌𝚕𝚎 {self.name} [{self.market.symbol}] »"
def __repr__(self) -> str:
return f"{self}"
# # 🥭 OracleProvider class
#
# Derived versions of this class allow creation of oracles for markets.
#
class OracleProvider(metaclass=abc.ABCMeta):
def __init__(self, name: str) -> None:
self.name = name
@abc.abstractmethod
def oracle_for_market(self, context: Context, market: Market) -> typing.Optional[Oracle]:
raise NotImplementedError("OracleProvider.create_oracle_for_market() is not implemented on the base type.")
@abc.abstractmethod
def all_available_symbols(self, context: Context) -> typing.Sequence[str]:
raise NotImplementedError("OracleProvider.all_available_symbols() is not implemented on the base type.")
def __str__(self) -> str:
return f"« 𝙾𝚛𝚊𝚌𝚕𝚎𝙿𝚛𝚘𝚟𝚒𝚍𝚎𝚛 {self.name} »"
def __repr__(self) -> str:
return f"{self}"