BMW RIS Source

Status (2026-07-03): extract_features (RIS) is live. RIS is currently provisioned for datafox markets only (Serbia sr-rs).

RIS (Retail Information System) provides feature/option data including packages and phrases. RIS endpoints: options, packages, phrases, prices.

BmwFeatureEntity field mapping (RIS)

Composite primary key: feature_code + model_code

Note on extraction: BmwFeatureEntity records are built directly in extractor functions — there is no Pydantic alias subclass. extract_features handles all RIS endpoints.

Note on RIS availability: RIS is currently provisioned for datafox markets only (Serbia sr-rs). Other markets do not have RIS data.

Field × source matrix (RIS columns)

Entity field	BQ column	RIS options/packages/phrases path	RIS prices path	manual check	code note
feature_code	code	items[*].id	pricings[*].optionCode	✓	codes are 5-char alphanumeric (S05DM, P0C6R); format consistent across all sources
model_code	product_code	request param model_id	request param model_id	✓	supplied as request parameter
brand	—	request param brand	request param brand	✓	not in BQ raw_feature_metadata — must be set from request context
name	name	items[*].name	—	✓	BQ: English; RIS may return locale-specific text
description	long_description	—	—	✓	not populated by RIS — use UCP or GL Products for descriptions
feature_type	type	—	—	✓	not populated by RIS directly
family_code	family_code	—	—	✓	not populated by RIS directly
is_standard	is_standard	—	—	✓	not populated by RIS directly
price_gross	list_price	—	pricings[*].price	✓	RIS prices endpoint provides gross price
price_net	—	—	—	✓	not available from RIS
currency	—	—	—	✓	not available from RIS

Notes

• RIS is the only source that provides per-option pricing for datafox markets.
• S-prefix option codes are globally consistent between EU and US — codes from RIS (sr-rs) will match BQ option codes.
• RIS options, packages, and phrases endpoints provide overlapping feature code coverage — the extractor merges them.