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Taxation - Movements of the valuation allowance (Details) - CNY (¥)
¥ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Deferred Tax Assets Valuation Allowance, Movements [Roll Forward]      
Balance at the beginning of the year ¥ (153,840) ¥ (162,491) ¥ (159,143)
Changes of valuation allowances 56,920 8,651 (3,348)
Balance at the end of the year ¥ (96,920) ¥ (153,840) ¥ (162,491)