openapi: 3.0.3 info: title: Kpler Direct Access Aggregations API version: '1.0' description: 'REST API for the Kpler commodities intelligence platform, giving programmatic access to the same trades, flows, and vessel data available in the Kpler terminal. The same Direct Access endpoint surface is served per commodity platform from four hosts - Liquids (api.kpler.com), LNG (api-lng.kpler.com), LPG (api-lpg.kpler.com), and Dry (api-dry.kpler.com). ACCESS MODEL - Kpler APIs are customer-gated. Documentation (Direct Access user guides at *.dev.kpler.com and the developer portal at developers.kpler.com) and the Python SDK are public, but calling the API requires client credentials issued with a commercial Kpler subscription. ENDPOINTS MODELED - x-endpoints-modeled: this document describes only the endpoints and parameters confirmed from Kpler''s public Direct Access guides, the public Python SDK (python-sdk.dev.kpler.com), and Kpler''s public Postman workspace, including the documented example request https://api-dry.kpler.com/v1/trades?size=6&columns=trade_id,vessel_name,start,end&fromZones=Europe&toZones=Asia. The full parameter and response surface is only visible to authenticated customers, so responses are modeled loosely and additional documented endpoint families (port calls, ship-to-ship transfers, storage, contracts, prices, outages, fleet metrics, congestion, inventories, refineries, products, installations, zones, players) are noted but not fully modeled here. Nothing in this document is fabricated beyond that abridgement.' contact: name: Kpler Customer Success email: cs@kpler.com url: https://developers.kpler.com/ x-access-model: customer-gated x-endpoints-modeled: true servers: - url: https://api.kpler.com description: Liquids platform (crude, CPP, DPP) - url: https://api-lng.kpler.com description: LNG platform - url: https://api-lpg.kpler.com description: LPG platform - url: https://api-dry.kpler.com description: Dry platform (coal and dry bulk) security: - basicAuth: [] - bearerAuth: [] tags: - name: Aggregations description: Flows and other aggregated series. paths: /v1/flows: get: operationId: getFlows tags: - Aggregations summary: Aggregated commodity flows description: Returns aggregated flows for a point of interest (installation or zone) on a daily, weekly, weekly EIA (US), monthly, or yearly basis. Documented SDK-level filters include flow direction, split, granularity, date range, from/to installations and zones, products, unit, intra-country and intra-region inclusion, forecasts, and vessel types. parameters: - $ref: '#/components/parameters/columns' - $ref: '#/components/parameters/size' - $ref: '#/components/parameters/fromZones' - $ref: '#/components/parameters/toZones' - $ref: '#/components/parameters/startDate' - $ref: '#/components/parameters/endDate' - $ref: '#/components/parameters/products' - name: granularity in: query description: Aggregation granularity (daily, weekly, monthly, yearly). schema: type: string - name: flowDirection in: query description: Direction of the flow relative to the point of interest (import/export). schema: type: string - name: split in: query description: Dimension to split the aggregation by (for example product, origin, destination). schema: type: string responses: '200': $ref: '#/components/responses/TabularData' '401': $ref: '#/components/responses/Unauthorized' components: parameters: startDate: name: startDate in: query description: Start of the date range. schema: type: string format: date products: name: products in: query description: Product filter (for example crude, gasoline, LNG). schema: type: string toZones: name: toZones in: query description: Destination zone filter (for example Asia). schema: type: string columns: name: columns in: query description: Comma-separated list of columns to return (for example trade_id,vessel_name,start,end). schema: type: string size: name: size in: query description: Maximum number of rows to return. schema: type: integer fromZones: name: fromZones in: query description: Origin zone filter (for example Europe). schema: type: string endDate: name: endDate in: query description: End of the date range. schema: type: string format: date responses: Unauthorized: description: Missing or invalid Kpler client credentials. TabularData: description: Tabular result set. Responses are delivered as delimited tabular data (consumed as DataFrames by the official Python SDK); exact response schemas are documented in the customer-gated Direct Access guides. content: text/csv: schema: type: string securitySchemes: basicAuth: type: http scheme: basic description: Encoded Kpler client credentials in the Authorization header. bearerAuth: type: http scheme: bearer description: Token obtained from the /login endpoint. externalDocs: description: Kpler Developer Portal url: https://developers.kpler.com/