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Guarantees - Changes from credit recourses agreements (Details) - Financial Guarantee - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Guarantor Obligations [Line Items]        
Balance as of beginning of period $ 52,011 $ 57,425 $ 56,230 $ 58,820
Provision (reversal) for recourse liability 1,267 (9) 956 2,991
Net charge-offs (5,178) 9 (9,086) (4,386)
Balance as of end of period $ 48,100 $ 57,425 $ 48,100 $ 57,425