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Income taxes - Summary of Income Tax Contingencies (Details) - USD ($)
$ in Thousands
12 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2017
Reconciliation of the beginning and ending amount of gross unrecognized tax benefits      
Balance at beginning of year $ 721 $ 633 $ 448
Increases for tax positions taken in current year 2,280 88 185
Balance at end of year $ 3,001 $ 721 $ 633