diff --git a/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/ffiec.py b/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/ffiec.py new file mode 100644 index 00000000000..f26d5ab9fb5 --- /dev/null +++ b/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/ffiec.py @@ -0,0 +1,112 @@ +"""FFIEC Bank Financial Data Models.""" + +import pandas as pd +from datetime import date as dateType +from io import StringIO +from typing import Optional + +from pydantic import Field +from openbb_core.provider.abstract.data import Data +from openbb_core.provider.abstract.query_params import QueryParams +from openbb_core.provider.abstract.fetcher import Fetcher +from openbb_core.provider.utils.errors import EmptyDataError +from openbb_federal_reserve.models.rssd_map import resolve_rssd +from curl_cffi import requests as curl_requests + + +class FfiecRiskQueryParams(QueryParams): + """Query parameters for FFIEC FR Y-15 Report.""" + + rssd_id: str = Field( + description="The Federal Reserve RSSD ID of the institution (e.g., '1039502' for JPMorgan)." + ) + date: Optional[dateType] = Field( + default=None, + description="The specific report date (YYYY-MM-DD). Defaults to the most recent filing." + ) + + +class FfiecRiskData(Data): + """Data schema for FFIEC FR Y-15 Systemic Risk Report.""" + + rssd_id: str = Field(description="The Federal Reserve RSSD ID.") + report_date: dateType = Field(description="The date of the report.") + total_assets: Optional[float] = Field( + default=None, + description="Total consolidated assets (RISK2170), in USD thousands." + ) + + +class FfiecRiskFetcher( + Fetcher[ + FfiecRiskQueryParams, + list[FfiecRiskData], + ] +): + """Fetcher for the FFIEC FR Y-15 Systemic Risk Report.""" + + @staticmethod + def extract_data(query: FfiecRiskQueryParams, credentials: dict, **kwargs) -> pd.DataFrame: + """Downloads the FR Y-15 CSV from the FFIEC NIC web portal.""" + + rssd_id = resolve_rssd(query.rssd_id) + target_date = query.date.strftime("%Y%m%d") if query.date else "20241231" + + url = f"https://www.ffiec.gov/npw/FinancialReport/ReturnFinancialReportCSV?rpt=FRY15&id={rssd_id}&dt={target_date}" + + headers = { + "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36", + "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8", + "Accept-Language": "en-US,en;q=0.5", + "Referer": f"https://www.ffiec.gov/npw/Institution/Profile/{rssd_id}", + "Connection": "keep-alive" + } + + try: + session = curl_requests.Session() + + # Step 1: visit the profile page to establish a valid session cookie + session.get( + f"https://www.ffiec.gov/npw/Institution/Profile/{rssd_id}", + headers=headers, + impersonate="chrome124" + ) + + # Step 2: fetch the CSV with the active session + response = session.get(url, headers=headers, impersonate="chrome124") + response.raise_for_status() + + return pd.read_csv(StringIO(response.text)) + + except Exception as e: + raise EmptyDataError(f"Could not retrieve FFIEC data for RSSD {rssd_id}. Error: {e}") + + @staticmethod + def transform_data(query: FfiecRiskQueryParams, data: pd.DataFrame, **kwargs) -> list[FfiecRiskData]: + """Pivots the tall-format FFIEC CSV into a validated OpenBB model.""" + + if data.empty: + raise EmptyDataError("The FFIEC returned an empty report.") + + # The CSV is tall format: ItemName | Description | Value + data.columns = data.columns.str.strip() + tall = data.set_index("ItemName")["Value"] + + def get(key): + return tall.get(key, None) + + def to_float(val): + try: + return float(val) + except (TypeError, ValueError): + return None + + raw_date = get("Report Date") + if raw_date is None: + raise EmptyDataError("Could not find Report Date in FFIEC response.") + + return [FfiecRiskData( + rssd_id=str(int(float(get("ID_RSSD")))), + report_date=pd.to_datetime(raw_date).date(), + total_assets=to_float(get("RISK2170")), + )] \ No newline at end of file diff --git a/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/rssd_map.py b/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/rssd_map.py new file mode 100644 index 00000000000..80856f750f1 --- /dev/null +++ b/openbb_platform/providers/federal_reserve/openbb_federal_reserve/models/rssd_map.py @@ -0,0 +1,122 @@ +"""Ticker → RSSD ID mapping for FFIEC FR Y-15 filers. + +Source: FFIEC NIC FR Y-15 Snapshot Report (December 31, 2024). + https://www.ffiec.gov/npw/FinancialReport/FRY15Reports + +Notes: + - All 54 institutions that filed the FR Y-15 as of Q4 2024 are included. + - Foreign banks appear twice: once for the parent (mapped to their NYSE/NASDAQ + ADR ticker) and once for their US intermediate holding company (IHC), which + is the actual FR Y-15 filing entity. Both resolve correctly. + - Pure OTC-traded foreign parents (e.g. BNP Paribas, Societe Generale) are + excluded per the maintainer's scope ("not OTC"). Their US IHCs are still + reachable via RSSD ID directly. + - Flagstar Financial (FLG) was formerly New York Community Bancorp (NYCB). + Both tickers are mapped to the same RSSD for backwards compatibility. + - Discover Financial (DFS) was acquired by Capital One in February 2025 but + was an independent filer as of the December 31, 2024 report date. +""" + +# --------------------------------------------------------------------------- +# Primary ticker → RSSD mapping +# --------------------------------------------------------------------------- +TICKER_TO_RSSD: dict[str, str] = { + + # ── US G-SIBs ──────────────────────────────────────────────────────────── + "JPM": "1039502", # JPMorgan Chase & Co. + "C": "1951350", # Citigroup Inc. + "BK": "3587146", # Bank of New York Mellon Corporation + "STT": "1111435", # State Street Corporation + "BAC": "1073757", # Bank of America Corporation + "WFC": "1120754", # Wells Fargo & Company + "GS": "2380443", # Goldman Sachs Group, Inc. + "MS": "2162966", # Morgan Stanley + + # ── Large US Holding Companies ─────────────────────────────────────────── + "PNC": "1069778", # PNC Financial Services Group, Inc. + "NTRS": "1199611", # Northern Trust Corporation + "MTB": "1037003", # M&T Bank Corporation + "USB": "1119794", # U.S. Bancorp + "FCNCA": "1075612", # First Citizens BancShares, Inc. + "AXP": "1275216", # American Express Company + "SYF": "4504654", # Synchrony Financial + "FITB": "1070345", # Fifth Third Bancorp + "FLG": "2132932", # Flagstar Financial, Inc. (formerly NYCB) + "NYCB": "2132932", # Flagstar Financial, Inc. (legacy ticker) + "KEY": "1068025", # KeyCorp + "TFC": "1074156", # Truist Financial Corporation + "SCHW": "1026632", # Charles Schwab Corporation + "DFS": "3846375", # Discover Financial Services (independent as of Q4 2024) + "COF": "2277860", # Capital One Financial Corporation + "CFG": "1132449", # Citizens Financial Group, Inc. + "HBAN": "1068191", # Huntington Bancshares Incorporated + "RF": "3242838", # Regions Financial Corporation + "ALLY": "1562859", # Ally Financial Inc. + + # ── Foreign Banks — mapped to US Intermediate Holding Company (IHC) ───── + # These are the actual FR Y-15 filing entities registered with the Fed. + # The parent ADR tickers below resolve to the IHC RSSD for data purposes. + "HSBC": "3232316", # HSBC Holdings PLC → HSBC North America Holdings Inc. + "UBS": "4846998", # UBS Group AG → UBS Americas Holding LLC + "SAN": "3981856", # Banco Santander S.A. → Santander Holdings USA, Inc. + "RY": "5280254", # Royal Bank of Canada → RBC US Group Holdings LLC + "BMO": "1245415", # Bank of Montreal → BMO Financial Corp. + "BCS": "5006575", # Barclays PLC → Barclays US LLC + "CM": "5014141", # CIBC → CIBC Bancorp USA Inc. + "SMFG": "3133262", # Sumitomo Mitsui Financial Group, Inc. + "TD": "3606542", # Toronto-Dominion Bank → TD Group US Holdings LLC + "MFG": "5034792", # Mizuho Financial Group → Mizuho Americas LLC + "MUFG": "2961897", # Mitsubishi UFJ Financial Group, Inc. + "DB": "2816906", # Deutsche Bank AG → DB USA Corporation + "BNS": "1238967", # Bank of Nova Scotia +} + + +# --------------------------------------------------------------------------- +# Reverse map: RSSD → ticker (for display / metadata purposes) +# --------------------------------------------------------------------------- +RSSD_TO_TICKER: dict[str, str] = { + rssd: ticker + for ticker, rssd in TICKER_TO_RSSD.items() + # De-duplicate: keep the most current ticker (e.g. FLG over NYCB) + if ticker not in ("NYCB",) +} + + +# --------------------------------------------------------------------------- +# Resolver function used by FfiecRiskFetcher +# --------------------------------------------------------------------------- + +def resolve_rssd(identifier: str) -> str: + """Resolve a ticker or raw RSSD ID to a numeric RSSD string. + + Args: + identifier: A stock ticker (e.g. 'JPM') or a raw RSSD ID (e.g. '1039502'). + + Returns: + The RSSD ID as a string. + + Raises: + ValueError: If the ticker is not found in the mapping. + + Examples: + >>> resolve_rssd("JPM") + '1039502' + >>> resolve_rssd("1039502") + '1039502' + >>> resolve_rssd("jpm") # case-insensitive + '1039502' + """ + upper = identifier.strip().upper() + + if upper in TICKER_TO_RSSD: + return TICKER_TO_RSSD[upper] + + # If it looks like a numeric RSSD ID, pass it through directly + if identifier.strip().isdigit(): + return identifier.strip() + + raise ValueError( + f"'{identifier}' is not a recognised ticker or RSSD ID. 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