[SPARK-39124][BUILD] Upgrade rocksdbjni to 7.1.2

### What changes were proposed in this pull request?

This PR aims to upgrade RocksDB JNI library from 7.0.3 to 7.1.2.

### Why are the changes needed?

This will bring improvements. Note that 7.2.0 JNI is not released yet.

- https://github.com/facebook/rocksdb/releases/tag/v7.1.1
- https://github.com/facebook/rocksdb/releases/tag/v7.1.2

### Does this PR introduce _any_ user-facing change?

No.

### How was this patch tested?

Pass the CIs.

The benchmark result is here.

**Before (7.0.3)**
```
[INFO] Running org.apache.spark.util.kvstore.RocksDBBenchmark
                                        	count	mean	min	max	95th
dbClose                                 	4	0.500	0.356	0.856	0.856
dbCreation                              	4	433.785	195.266	1159.003	1159.003
naturalIndexCreateIterator              	1024	0.019	0.002	6.221	0.055
naturalIndexDescendingCreateIterator    	1024	0.009	0.006	1.259	0.008
naturalIndexDescendingIteration         	1024	0.021	0.005	1.786	0.097
naturalIndexIteration                   	1024	0.017	0.006	0.765	0.033
randomDeleteIndexed                     	1024	0.050	0.025	3.664	0.079
randomDeletesNoIndex                    	1024	0.019	0.016	0.118	0.021
randomUpdatesIndexed                    	1024	0.118	0.035	26.061	0.357
randomUpdatesNoIndex                    	1024	0.031	0.026	0.799	0.033
randomWritesIndexed                     	1024	0.169	0.041	59.242	0.346
randomWritesNoIndex                     	1024	0.055	0.032	9.539	0.052
refIndexCreateIterator                  	1024	0.009	0.007	0.200	0.010
refIndexDescendingCreateIterator        	1024	0.008	0.003	0.669	0.016
refIndexDescendingIteration             	1024	0.019	0.006	0.432	0.061
refIndexIteration                       	1024	0.018	0.007	1.134	0.044
sequentialDeleteIndexed                 	1024	0.039	0.023	1.110	0.038
sequentialDeleteNoIndex                 	1024	0.019	0.016	0.382	0.021
sequentialUpdatesIndexed                	1024	0.063	0.032	2.218	0.102
sequentialUpdatesNoIndex                	1024	0.045	0.029	1.737	0.064
sequentialWritesIndexed                 	1024	0.075	0.037	16.837	0.115
sequentialWritesNoIndex                 	1024	0.065	0.031	16.540	0.055
```

**After (7.1.2)**
```
[INFO] Running org.apache.spark.util.kvstore.RocksDBBenchmark
                                        	count	mean	min	max	95th
dbClose                                 	4	0.891	0.380	1.286	1.286
dbCreation                              	4	411.247	195.950	1058.678	1058.678
naturalIndexCreateIterator              	1024	0.017	0.002	6.792	0.011
naturalIndexDescendingCreateIterator    	1024	0.011	0.008	0.882	0.010
naturalIndexDescendingIteration         	1024	0.014	0.005	1.541	0.009
naturalIndexIteration                   	1024	0.020	0.006	1.347	0.036
randomDeleteIndexed                     	1024	0.075	0.026	4.560	0.256
randomDeletesNoIndex                    	1024	0.020	0.017	0.054	0.022
randomUpdatesIndexed                    	1024	0.117	0.036	24.286	0.363
randomUpdatesNoIndex                    	1024	0.034	0.026	2.126	0.033
randomWritesIndexed                     	1024	0.168	0.041	59.470	0.371
randomWritesNoIndex                     	1024	0.057	0.030	11.681	0.049
refIndexCreateIterator                  	1024	0.006	0.004	0.201	0.006
refIndexDescendingCreateIterator        	1024	0.005	0.003	0.407	0.004
refIndexDescendingIteration             	1024	0.015	0.006	1.498	0.017
refIndexIteration                       	1024	0.020	0.007	0.993	0.021
sequentialDeleteIndexed                 	1024	0.035	0.023	1.605	0.038
sequentialDeleteNoIndex                 	1024	0.025	0.017	1.706	0.023
sequentialUpdatesIndexed                	1024	0.058	0.031	2.765	0.051
sequentialUpdatesNoIndex                	1024	0.052	0.031	3.404	0.058
sequentialWritesIndexed                 	1024	0.075	0.035	17.668	0.093
sequentialWritesNoIndex                 	1024	0.065	0.031	16.220	0.054
```

Closes apache#36480 from dongjoon-hyun/SPARK-39124.

Authored-by: Dongjoon Hyun <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>

Author: dongjoon-hyun

dev/deps/spark-deps-hadoop-2-hive-2.3

@@ -235,7 +235,7 @@ pickle/1.2//pickle-1.2.jar
 protobuf-java/2.5.0//protobuf-java-2.5.0.jar
 py4j/0.10.9.5//py4j-0.10.9.5.jar
 remotetea-oncrpc/1.1.2//remotetea-oncrpc-1.1.2.jar
-rocksdbjni/7.0.3//rocksdbjni-7.0.3.jar
+rocksdbjni/7.1.2//rocksdbjni-7.1.2.jar
 scala-collection-compat_2.12/2.1.1//scala-collection-compat_2.12-2.1.1.jar
 scala-compiler/2.12.15//scala-compiler-2.12.15.jar
 scala-library/2.12.15//scala-library-2.12.15.jar

dev/deps/spark-deps-hadoop-3-hive-2.3

@@ -224,7 +224,7 @@ pickle/1.2//pickle-1.2.jar
 protobuf-java/2.5.0//protobuf-java-2.5.0.jar
 py4j/0.10.9.5//py4j-0.10.9.5.jar
 remotetea-oncrpc/1.1.2//remotetea-oncrpc-1.1.2.jar
-rocksdbjni/7.0.3//rocksdbjni-7.0.3.jar
+rocksdbjni/7.1.2//rocksdbjni-7.1.2.jar
 scala-collection-compat_2.12/2.1.1//scala-collection-compat_2.12-2.1.1.jar
 scala-compiler/2.12.15//scala-compiler-2.12.15.jar
 scala-library/2.12.15//scala-library-2.12.15.jar

pom.xml

@@ -675,7 +675,7 @@
       <dependency>
         <groupId>org.rocksdb</groupId>
         <artifactId>rocksdbjni</artifactId>
-        <version>7.0.3</version>
+        <version>7.1.2</version>
       </dependency>
       <dependency>
         <groupId>${leveldbjni.group}</groupId>