Files
OpenBB/openbb_platform/providers/fred/openbb_fred/models/tmc.py
Henrique Joaquim 4400cd9a8f Merge provider and core into core (#5774)
* small changes - moving provider inside the core

* uptade readme

* lint

* remove old provider readme

* leftovers

* refactor website examples

* ruff

* fix nox

* relock

* fix fails_to_deliver headers

* fix for tests that have renamed endpoints

* fix discovery

* removed test for renamed endpoint

* fix broken syntax - test_search_financial_attributes

* fix cash/income/balance

* fix derivatives tests

* fix etf tests

* fix news tests

* fix regulators

* black

* wrong test param

* sort equity gainers/losers by percent

* platform markdown generation import

* Hotfix/fix int tests core merge (#5779)

* removing tests on old endpoint

* removing visualization on old endpoint

* fixing equity tests

* fixing examples

* fix news tests

* fix index test

* example

* add comments

* example

---------

Co-authored-by: Diogo Sousa <montezdesousa@gmail.com>

---------

Co-authored-by: montezdesousa <79287829+montezdesousa@users.noreply.github.com>
Co-authored-by: Diogo Sousa <montezdesousa@gmail.com>
Co-authored-by: Danglewood <85772166+deeleeramone@users.noreply.github.com>
Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>
2023-11-22 13:48:01 +00:00

80 lines
2.3 KiB
Python

"""FRED Treasury Constant Maturity Model."""
from typing import Any, Dict, List, Optional
from openbb_core.provider.abstract.fetcher import Fetcher
from openbb_core.provider.standard_models.tmc import (
TreasuryConstantMaturityData,
TreasuryConstantMaturityQueryParams,
)
from openbb_fred.utils.fred_base import Fred
from pydantic import field_validator
TMC_PARAMETER_TO_FRED_ID = {
"3m": "T10Y3M",
"2y": "T10Y2Y",
}
class FREDTreasuryConstantMaturityQueryParams(TreasuryConstantMaturityQueryParams):
"""FRED Treasury Constant Maturity Query."""
class FREDTreasuryConstantMaturityData(TreasuryConstantMaturityData):
"""FRED Treasury Constant Maturity Data."""
__alias_dict__ = {"rate": "value"}
@field_validator("rate", mode="before", check_fields=False)
@classmethod
def value_validate(cls, v):
"""Validate rate."""
try:
return float(v)
except ValueError:
return None
class FREDTreasuryConstantMaturityFetcher(
Fetcher[
FREDTreasuryConstantMaturityQueryParams,
List[FREDTreasuryConstantMaturityData],
]
):
"""Transform the query, extract and transform the data from the FRED endpoints."""
data_type = FREDTreasuryConstantMaturityData
@staticmethod
def transform_query(
params: Dict[str, Any]
) -> FREDTreasuryConstantMaturityQueryParams:
"""Transform query."""
return FREDTreasuryConstantMaturityQueryParams(**params)
@staticmethod
def extract_data(
query: FREDTreasuryConstantMaturityQueryParams,
credentials: Optional[Dict[str, str]],
**kwargs: Any
) -> list:
"""Extract data."""
key = credentials.get("fred_api_key") if credentials else ""
fred = Fred(key)
data = fred.get_series(
series_id=TMC_PARAMETER_TO_FRED_ID[query.maturity],
start_date=query.start_date,
end_date=query.end_date,
**kwargs,
)
return data
@staticmethod
def transform_data(
query: FREDTreasuryConstantMaturityQueryParams, data: list, **kwargs: Any
) -> List[FREDTreasuryConstantMaturityData]:
"""Transform data."""
return [FREDTreasuryConstantMaturityData.model_validate(d) for d in data]