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UDF with mixed input types
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OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int/string to string: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int/string to string wholestage off 79 83 5 1.3 792.3 1.0X
long/nullable int/string to string wholestage on 65 69 4 1.5 645.6 1.2X
OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int/string to option: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int/string to option wholestage off 44 45 1 2.3 439.2 1.0X
long/nullable int/string to option wholestage on 39 42 5 2.6 389.3 1.1X
OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int/string to primitive: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int/string to primitive wholestage off 36 38 3 2.8 355.8 1.0X
long/nullable int/string to primitive wholestage on 37 40 3 2.7 368.5 1.0X
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UDF with primitive types
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OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int to string: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int to string wholestage off 41 47 8 2.4 414.5 1.0X
long/nullable int to string wholestage on 43 49 7 2.3 428.7 1.0X
OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int to option: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int to option wholestage off 26 26 0 3.8 260.3 1.0X
long/nullable int to option wholestage on 27 29 3 3.7 267.2 1.0X
OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
long/nullable int to primitive: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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long/nullable int to primitive wholestage off 23 26 3 4.3 232.1 1.0X
long/nullable int to primitive wholestage on 24 29 3 4.2 240.8 1.0X
OpenJDK 64-Bit Server VM 11.0.13+8-LTS on Linux 5.11.0-1022-azure
Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
UDF identity overhead: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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Baseline 16 19 4 6.2 160.9 1.0X
With identity UDF 22 30 12 4.6 218.0 0.7X