feat: async methods to speed up api.get_dataframe #73
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problem description
api.get_dataframe
(and thereforeDataFrame.from_deeporigin
) can take extremely long because:list_database_rows
anddescribe_row
take place in series when they could take place in parallel (this is a problem of 700ms vs 300ms)DescriebFile
calls are made in series, where N is the number of files in the database. this means that the time it takes to fetch data grows with the number of files linearly, and the time for each file resolution is ~350ms.solution
technical discussion and changes
DescribeFile
calls are isolated in a tight loop