Chains Entity#
Chains represents the complete option-chain snapshot returned by
Strategy.get_chains().  It behaves like a mapping but adds convenience
helpers so you can focus on trading logic instead of dictionary plumbing.
At a glance#
spy_chains = self.get_chains(Asset("SPY"))  # -> Chains
# Quick introspection
print(spy_chains)          # <Chains exchange=SMART multiplier=100 expirations=30 calls=5000 puts=5000>
# Basic data access -------------------------------------------------
expiries   = spy_chains.expirations()           # list[str] of CALL expirations
put_dates  = spy_chains.expirations("PUT")      # list[str] of PUT expirations
strikes_atm = spy_chains.strikes(expiries[0])   # strikes list for first expiry, CALL side by default
# Calculate an at-the-money strike
underlying_px = self.get_last_price("SPY")
atm = min(strikes_atm, key=lambda s: abs(s - underlying_px))
# Pick the matching PUT strike for a credit spread
put_strikes = spy_chains.strikes(expiries[0], "PUT")
otm_put = max(s for s in put_strikes if s < underlying_px)
# Build an Asset object
contract = Asset(
    symbol="SPY",
    asset_type=Asset.AssetType.OPTION,
    expiration=expiries[0],
    strike=otm_put,
    right=Asset.OptionRight.PUT,
)
Design notes#
- Chainsinherits from- dictso any existing code that used the raw mapping (- chains["Chains"]["PUT"]…) keeps working.
- All helper methods return lightweight Python types – no Pandas dependency. 
- Attribute summary: - Chains attributes# - Property - Description - calls- Mapping - {expiry: [strike, …]}for call contracts.- puts- Mapping - {expiry: [strike, …]}for put contracts.- multiplier- Contract multiplier supplied by the data source (typically 100). - exchange- Primary routing exchange reported in the option chain payload. 
API reference#
- class lumibot.entities.chains.Chains(data: Dict[str, Any])#
- Bases: - dict- Dictionary-like container for option chains. - Behaves exactly like the raw dict previously returned by - get_chainsbut also exposes convenience helpers and rich- repr. Because it subclasses- dictthe old code paths that index into the structure (e.g.- chains["Chains"]["PUT"]or- chains.get("Chains")) continue to work unchanged.- calls() Dict[str, List[float]]#
- Return the CALL side of the chain {expiration (YYYY-MM-DD): [strikes]} 
 - expirations(option_type: str = 'CALL') List[str]#
- List available expiration strings (YYYY-MM-DD) for the specified option type. 
 - expirations_as_dates(option_type: str = 'CALL') List[date]#
- List expiration dates for internal use. 
 - get_option_chain_by_date(expiry_date: date, option_type: str = 'CALL') List[float]#
- Get strikes for a date object (internal helper). 
 - puts() Dict[str, List[float]]#
- Return the PUT side of the chain {expiration (YYYY-MM-DD): [strikes]} 
 - strikes(expiration: str | date | datetime, option_type: str = 'CALL') List[float]#
- Return the strikes list for a given expiration (accepts string YYYY-MM-DD or date). 
 - to_dict() Dict[str, Any]#
- Return a shallow copy of the underlying dict.