Add support for org.apache.spark.sql.catalyst.expressions.Bin

[ustcfy]

Closes #11648

Based on NVIDIA/spark-rapids-jni#2760

This PR adds support for org.apache.spark.sql.catalyst.expressions.Bin.

Ran a simple perf test for 5 times.

// use big data gen
import org.apache.spark.sql.tests.datagen._
val dataTable = DBGen().addTable("data", "a long", 100000000)
dataTable("a").setNullProbability(0.1)
dataTable.toDF(spark).write.mode("OVERWRITE").parquet("long")

// spark-rapids
val df = spark.read.parquet("long")
spark.time(df.selectExpr("bin(a)").foreach(_ => ()))

Results:

GPU Time taken: 6748 ms 5384 ms 5520 ms 5411 ms 5411 ms
CPU Time taken: 4726 ms 3697 ms 3558 ms 3584 ms 3613 ms 

GpuBin seems to be much slower than CpuBin. 😰

[revans2]

The GPU is consistently slower than the CPU is at this. Have you done any profiling so we can understand what is happening?

[revans2]

The code here looks fine. I just want to understand why we are losing to the CPU and if we can fix that before we check it in, or if we should file a follow on issue.

[ustcfy]

The GPU is consistently slower than the CPU is at this. Have you done any profiling so we can understand what is happening?

I haven't done profiling yet, but I will do it next. 👀