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from datetime import datetime, timedelta | ||
from typing import Optional, TypeVar | ||
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from prediction_market_agent_tooling.gtypes import HexAddress | ||
from prediction_market_agent_tooling.loggers import logger | ||
from prediction_market_agent_tooling.tools.utils import utcnow | ||
from pydantic import BaseModel | ||
from sqlmodel import Field, Session, SQLModel, create_engine, desc, select | ||
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from labs_api.config import Config | ||
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class ResponseCacheModel(BaseModel): | ||
market_id: HexAddress | ||
created_at: datetime | ||
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class ResponseCacheSQLModel(SQLModel): | ||
__table_args__ = {"extend_existing": True} | ||
id: Optional[int] = Field(default=None, primary_key=True) | ||
market_id: str = Field(index=True) | ||
datetime_: datetime = Field(index=True) | ||
json_dump: str | ||
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from typing import Generic, TypeVar | ||
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ResponseCacheModelVar = TypeVar("ResponseCacheModelVar", bound=ResponseCacheModel) | ||
ResponseCacheSQLModelVar = TypeVar( | ||
"ResponseCacheSQLModelVar", bound=ResponseCacheSQLModel | ||
) | ||
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class ResponseCache(Generic[ResponseCacheModelVar, ResponseCacheSQLModelVar]): | ||
RESPONSE_CACHE_MODEL: type[ResponseCacheModelVar] | ||
RESPONSE_CACHE_SQL_MODEL: type[ResponseCacheSQLModelVar] | ||
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def __init__( | ||
self, | ||
cache_expiry_days: int | None, | ||
sqlalchemy_db_url: str | None = None, | ||
): | ||
self.cache_expiry_days = cache_expiry_days | ||
self.engine = create_engine( | ||
sqlalchemy_db_url | ||
if sqlalchemy_db_url | ||
else Config().sqlalchemy_db_url.get_secret_value() | ||
) | ||
self._initialize_db() | ||
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def _initialize_db(self) -> None: | ||
""" | ||
Creates the tables if they don't exist | ||
""" | ||
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# trick for making models import mandatory - models must be imported for metadata.create_all to work | ||
logger.debug(f"tables being added {self.RESPONSE_CACHE_SQL_MODEL}") | ||
SQLModel.metadata.create_all(self.engine) | ||
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def find( | ||
self, | ||
market_id: HexAddress, | ||
) -> ResponseCacheModelVar | None: | ||
with Session(self.engine) as session: | ||
query = select(self.RESPONSE_CACHE_SQL_MODEL).where( | ||
self.RESPONSE_CACHE_SQL_MODEL.market_id == market_id | ||
) | ||
if self.cache_expiry_days is not None: | ||
query = query.where( | ||
self.RESPONSE_CACHE_SQL_MODEL.datetime_ | ||
>= utcnow() - timedelta(days=self.cache_expiry_days) | ||
) | ||
db_item = session.exec( | ||
query.order_by(desc(self.RESPONSE_CACHE_SQL_MODEL.datetime_)) | ||
).first() | ||
try: | ||
response = ( | ||
self.RESPONSE_CACHE_MODEL.model_validate_json(db_item.json_dump) | ||
if db_item is not None | ||
else None | ||
) | ||
except ValueError as e: | ||
logger.error( | ||
f"Error deserializing {self.RESPONSE_CACHE_MODEL} from cache for {market_id=} and {db_item=}: {e}" | ||
) | ||
response = None | ||
return response | ||
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def save( | ||
self, | ||
item: ResponseCacheModelVar, | ||
) -> None: | ||
with Session(self.engine) as session: | ||
cached = self.RESPONSE_CACHE_SQL_MODEL( | ||
market_id=item.market_id, | ||
datetime_=item.created_at, | ||
json_dump=item.model_dump_json(), | ||
) | ||
session.add(cached) | ||
session.commit() |
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import typing as t | ||
from datetime import datetime | ||
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from prediction_market_agent_tooling.gtypes import HexAddress | ||
from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import ( | ||
TavilyResponse, | ||
TavilyResult, | ||
) | ||
from pydantic import BaseModel | ||
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from labs_api.cache import ResponseCache, ResponseCacheModel, ResponseCacheSQLModel | ||
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class MarketInsightResult(BaseModel): | ||
url: str | ||
title: str | ||
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@staticmethod | ||
def from_tavily_result(tavily_result: TavilyResult) -> "MarketInsightResult": | ||
return MarketInsightResult(url=tavily_result.url, title=tavily_result.title) | ||
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class MarketInsightsResponse(ResponseCacheModel): | ||
summary: str | None | ||
results: list[MarketInsightResult] | ||
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@property | ||
def has_insights(self) -> bool: | ||
return bool(self.summary or self.results) | ||
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@staticmethod | ||
def from_tavily_response( | ||
market_id: HexAddress, | ||
created_at: datetime, | ||
summary: str | None, | ||
tavily_response: t.Union[TavilyResponse, None], | ||
) -> "MarketInsightsResponse": | ||
return MarketInsightsResponse( | ||
market_id=market_id, | ||
created_at=created_at, | ||
summary=summary, | ||
results=( | ||
[ | ||
MarketInsightResult.from_tavily_result(result) | ||
for result in tavily_response.results | ||
] | ||
if tavily_response | ||
else [] | ||
), | ||
) | ||
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class MarketInsightsResponseCacheModel(ResponseCacheSQLModel, table=True): | ||
__tablename__ = "market_insights_response_cache" | ||
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class MarketInsightsResponseCache( | ||
ResponseCache[MarketInsightsResponse, MarketInsightsResponseCacheModel] | ||
): | ||
RESPONSE_CACHE_MODEL = MarketInsightsResponse | ||
RESPONSE_CACHE_SQL_MODEL = MarketInsightsResponseCacheModel |
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import fastapi | ||
from loguru import logger | ||
from prediction_market_agent_tooling.loggers import logger | ||
from prediction_market_agent_tooling.markets.omen.omen_subgraph_handler import ( | ||
HexAddress, | ||
OmenSubgraphHandler, | ||
) | ||
from prediction_market_agent_tooling.tools.is_invalid import is_invalid | ||
from prediction_market_agent_tooling.tools.langfuse_ import observe | ||
from prediction_market_agent_tooling.tools.utils import utcnow | ||
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from labs_api.invalid.invalid_cache import ( | ||
MarketInvalidResponse, | ||
MarketInvalidResponseCache, | ||
) | ||
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# Don't observe the cached version, as it will always return the same thing that's already been observed. | ||
def market_invalid_cached( | ||
market_id: HexAddress, cache: MarketInvalidResponseCache | ||
) -> MarketInvalidResponse: | ||
"""Returns `market_invalid`, but cached daily.""" | ||
if (cached := cache.find(market_id)) is not None: | ||
return cached | ||
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else: | ||
new = market_invalid(market_id) | ||
if new.has_invalid: | ||
cache.save(new) | ||
return new | ||
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@observe() | ||
def market_invalid(market_id: HexAddress) -> MarketInvalidResponse: | ||
"""Returns market invalid for a given market on Omen.""" | ||
try: | ||
market = OmenSubgraphHandler().get_omen_market_by_market_id(market_id) | ||
except ValueError: | ||
raise fastapi.HTTPException( | ||
status_code=404, detail=f"Market with id `{market_id}` not found." | ||
) | ||
try: | ||
invalid = is_invalid(market.question_title) | ||
except Exception as e: | ||
logger.error(f"Failed to get is_invalid for market `{market_id}`: {e}") | ||
invalid = None | ||
return MarketInvalidResponse( | ||
market_id=market_id, | ||
created_at=utcnow(), | ||
invalid=invalid, | ||
) |
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from labs_api.cache import ResponseCache, ResponseCacheModel, ResponseCacheSQLModel | ||
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class MarketInvalidResponse(ResponseCacheModel): | ||
invalid: bool | None | ||
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@property | ||
def has_invalid(self) -> bool: | ||
return self.invalid is not None | ||
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class MarketInvalidResponseCacheModel(ResponseCacheSQLModel, table=True): | ||
__tablename__ = "market_invalid_response_cache" | ||
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class MarketInvalidResponseCache( | ||
ResponseCache[MarketInvalidResponse, MarketInvalidResponseCacheModel] | ||
): | ||
RESPONSE_CACHE_MODEL = MarketInvalidResponse | ||
RESPONSE_CACHE_SQL_MODEL = MarketInvalidResponseCacheModel |
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