Leases - Summary of Lease Cost (Details) - USD ($) $ in Thousands	12 Months Ended
	Dec. 31, 2021	Dec. 31, 2020
Operating Leased Assets [Line Items]
Operating lease cost	$ 15,560	$ 12,941
Finance lease cost	565	150
Short-term lease cost	1,464	998
Cost of revenue
Operating Leased Assets [Line Items]
Operating lease cost	9,437	8,571
Finance lease, right-of-use asset, amortization	492	130
Finance lease, interest expense	73	20
Operating expenses
Operating Leased Assets [Line Items]
Operating lease cost	$ 6,123	$ 4,370