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Debt - Related Party (Details) - USD ($)
$ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2017
Dec. 31, 2016
Nov. 30, 2016
Term Loan Facility      
Debt Instrument [Line Items]      
Line of credit facility, amount outstanding $ 200,000   $ 200,000
Term Loan Facility | OCI Beaumont LLC      
Debt Instrument [Line Items]      
Line of credit facility, amount outstanding $ 200,000 $ 200,000  
Debt interest rate, stated percentage 6.75% 6.75%  
Debt interest rate, applicable margin 0.25%    
Interest rate at period end 8.31% 8.28%  
Revolving Credit Facility      
Debt Instrument [Line Items]      
Interest rate at period end 5.99%    
Revolving Credit Facility | OCI Beaumont LLC      
Debt Instrument [Line Items]      
Line of credit facility, amount outstanding $ 0 $ 35,000  
Debt interest rate, stated percentage 4.75% 3.50%  
Debt interest rate, applicable margin 0.25%    
Interest rate at period end 6.24% 4.63%  
LIBOR | Term Loan Facility | OCI Beaumont LLC      
Debt Instrument [Line Items]      
Debt interest rate, applicable margin 0.25% 0.25%  
LIBOR | Revolving Credit Facility      
Debt Instrument [Line Items]      
Debt interest rate, applicable margin 4.75%    
LIBOR | Revolving Credit Facility | OCI Beaumont LLC      
Debt Instrument [Line Items]      
Debt interest rate, applicable margin 0.25% 0.25%