Fair Value - Additional Information (Details) $ in Thousands	3 Months Ended	12 Months Ended
	Dec. 31, 2021 USD ($) $ / shares	Dec. 31, 2021 USD ($) $ / shares	Dec. 31, 2020 USD ($) $ / shares	Dec. 31, 2019 USD ($)	Jan. 31, 2021 USD ($)	Jan. 12, 2021 USD ($)
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Settlement of contingent consideration related to a business combination					$ 2,100
Transfer between level1 to level2	$ 0	$ 0
Transfer between level2 to level1	0	0
Revaluation of contingent consideration		2,244	$ (1,700)	$ 300
Convertible senior notes, fair value	400,400	$ 400,400
General and administrative
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Revaluation of contingent consideration	$ 1,700
Current stock price | Private warrant liability
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Warrants, measurement input | $ / shares	15.59	15.59	14.27
Exercise Price | Private warrant liability
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Warrants, measurement input | $ / shares	11.50	11.50	11.50
Volatility | Private warrant liability
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Warrants, measurement input	60	60	35
Expected term | Private warrant liability
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Warrants term	3 years 11 months 23 days	3 years 11 months 23 days	4 years 11 months 23 days
Total Acquisition
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration			$ 1,749
iRoofing
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration			1,749
January 12, 2021 Acquisition ("V12 Data")
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration						$ 1,400
Income approach
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration			$ 1,800
Income approach | Contingent consideration - business combination
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Liabilities, fair value disclosure	$ 300	$ 300
Income approach | Discount rate | Minimum
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input			9.96
Income approach | Discount rate | Maximum
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input			9.98
Income approach | Cost of capital | Weighted Average
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input			21.5
Income approach | Volatility
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input			18.0
Monte Carlo simulation method
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration	$ 9,300	$ 9,300	$ 1,700
Monte Carlo simulation method | Discount rate
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input	7	7	9
Monte Carlo simulation method | Current stock price
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input | $ / shares	16.37	16.37	14.27
Contingent consideration earnout, measurement input | $ / shares	15.59	15.59	14.27
Monte Carlo simulation method | Strike price
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input | $ / shares	36.00	36.00	20.00
Monte Carlo simulation method | Exercise Price
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Contingent consideration earnout, measurement input | $ / shares	22.00	22.00
Monte Carlo simulation method | Exercise Price | Minimum
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Contingent consideration earnout, measurement input | $ / shares			18.00
Monte Carlo simulation method | Exercise Price | Maximum
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Contingent consideration earnout, measurement input | $ / shares			20.00
Monte Carlo simulation method | Exercise Price | Weighted Average
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Contingent consideration earnout, measurement input | $ / shares			22.00
Monte Carlo simulation method | Volatility
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Business combination contingent consideration, measurement input	60	60	60
Contingent consideration earnout, measurement input	65	65	60
Monte Carlo simulation method | Forfeiture Rate
Fair Value Measurement Inputs and Valuation Techniques [Line Items]
Contingent consideration earnout, measurement input	15	15	16