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Revenue - Changes in contract assets and contract liabilities (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2019
USD ($)
Contract assets  
Transferred to receivables from contract assets recognized at the beginning of the period $ (1,252)
Revenue recognized and not billed as of the end of the period 11,175
Net change in contract assets 9,923
Contract liabilities  
Revenue recognized that was included in the contract liability balance as of the beginning of the period (10,172)
Increases due to cash received, net of amounts recognized as revenue during the period 13,175
Net change in contract liabilities $ 3,003