Description
This script efficiently generates optimal configurations for API requests to retrieve statistical data, specifically designed to overcome common limitations imposed by APIs on the number of rows returned per request. It handles datasets with multiple variables, such as demographics or economic indicators, where each request can include various combinations of these variables but must stay within a strict row limit.The core functionality involves dynamically generating all possible value subsets for each variable that fit within the API's row limit, utilizing memoization to avoid redundant calculations and employing an intelligent merging strategy to minimize the total number of request configurations needed. This ensures comprehensive data retrieval across all variable combinations with the least amount of API calls, making it an ideal tool for data scientists and developers dealing with extensive datasets, particularly from older or government APIs with stringent data retrieval constraints.