spark-instrumented-optimizer/dev/deps/spark-deps-hadoop-3.2-hive-2.3
Ludovic Henry b52d47a920 [SPARK-35295][ML] Replace fully com.github.fommil.netlib by dev.ludovic.netlib:2.0
### What changes were proposed in this pull request?

Bump to `dev.ludovic.netlib:2.0` which provides JNI-based wrappers for BLAS, ARPACK, and LAPACK. Theseare not taking dependencies on GPL or LGPL libraries, allowing to provide out-of-the-box support for hardware acceleration when a native library is present (this is still up to the end-user to install such library on their system, like OpenBLAS, Intel MKL, and libarpack2).

### Why are the changes needed?

Great performance improvement for ML-related workload on vanilla-distributions of Spark.

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

Users now take advantage of hardware acceleration as long as a native library is installed (like OpenBLAS, Intel MKL and libarpack2).

### How was this patch tested?

Spark test-suite + dev.ludovic.netlib testsuite.

#### JDK8:
```
[info] OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.8.0-50-generic
[info] Intel(R) Xeon(R) E-2276G CPU  3.80GHz
[info]
[info] f2jBLAS    = dev.ludovic.netlib.blas.F2jBLAS
[info] javaBLAS   = dev.ludovic.netlib.blas.Java8BLAS
[info] nativeBLAS = dev.ludovic.netlib.blas.JNIBLAS
[info]
[info] daxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        220            226           6        454.9           2.2       1.0X
[info] java                       221            228           5        451.9           2.2       1.0X
[info] native                     209            215           5        478.7           2.1       1.1X
[info]
[info] saxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        121            125           3        823.3           1.2       1.0X
[info] java                       121            125           3        824.3           1.2       1.0X
[info] native                     101            105           3        988.4           1.0       1.2X
[info]
[info] dcopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        212            219           6        470.9           2.1       1.0X
[info] java                       208            212           4        481.0           2.1       1.0X
[info] native                     209            215           5        478.5           2.1       1.0X
[info]
[info] scopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        114            119           3        878.9           1.1       1.0X
[info] java                        99            105           3       1011.4           1.0       1.2X
[info] native                      97            103           3       1026.7           1.0       1.2X
[info]
[info] ddot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        108            111           2        925.9           1.1       1.0X
[info] java                        71             73           2       1414.9           0.7       1.5X
[info] native                      54             56           2       1847.0           0.5       2.0X
[info]
[info] sdot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         96             97           2       1046.8           1.0       1.0X
[info] java                        47             48           1       2129.8           0.5       2.0X
[info] native                      29             30           1       3404.7           0.3       3.3X
[info]
[info] dnrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        139            143           2        718.2           1.4       1.0X
[info] java                        46             47           1       2171.2           0.5       3.0X
[info] native                      44             46           2       2261.8           0.4       3.1X
[info]
[info] snrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        154            157           4        651.0           1.5       1.0X
[info] java                        40             42           1       2469.3           0.4       3.8X
[info] native                      26             27           1       3787.6           0.3       5.8X
[info]
[info] dscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        185            195           8        541.0           1.8       1.0X
[info] java                       186            196           7        538.5           1.9       1.0X
[info] native                     177            187           7        564.1           1.8       1.0X
[info]
[info] sscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         98            102           3       1016.2           1.0       1.0X
[info] java                        98            102           3       1017.8           1.0       1.0X
[info] native                      87             91           3       1143.2           0.9       1.1X
[info]
[info] dgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         68             70           1       1474.7           0.7       1.0X
[info] java                        51             52           1       1973.0           0.5       1.3X
[info] native                      30             32           1       3298.8           0.3       2.2X
[info]
[info] dgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         96             99           2       1037.9           1.0       1.0X
[info] java                        50             51           1       1999.6           0.5       1.9X
[info] native                      30             31           1       3368.1           0.3       3.2X
[info]
[info] sgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         59             61           1       1688.7           0.6       1.0X
[info] java                        41             42           1       2461.9           0.4       1.5X
[info] native                      15             16           1       6593.0           0.2       3.9X
[info]
[info] sgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         90             92           1       1116.2           0.9       1.0X
[info] java                        39             40           1       2565.8           0.4       2.3X
[info] native                      15             16           1       6594.2           0.2       5.9X
[info]
[info] dger:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        192            202           7        520.5           1.9       1.0X
[info] java                       203            214           7        491.9           2.0       0.9X
[info] native                     176            187           7        568.8           1.8       1.1X
[info]
[info] dspmv[U]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         59             61           1        846.1           1.2       1.0X
[info] java                        38             39           1       1313.5           0.8       1.6X
[info] native                      24             27           1       2047.8           0.5       2.4X
[info]
[info] dspr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         97            101           3        515.4           1.9       1.0X
[info] java                        97            101           2        515.1           1.9       1.0X
[info] native                      88             91           3        569.1           1.8       1.1X
[info]
[info] dsyr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        169            174           3        295.4           3.4       1.0X
[info] java                       169            174           3        295.4           3.4       1.0X
[info] native                     160            165           4        312.2           3.2       1.1X
[info]
[info] dgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        561            577          13       1782.3           0.6       1.0X
[info] java                       225            231           4       4446.2           0.2       2.5X
[info] native                      31             32           3      32473.1           0.0      18.2X
[info]
[info] dgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        570            584           9       1754.8           0.6       1.0X
[info] java                       224            230           4       4457.3           0.2       2.5X
[info] native                      31             32           1      32493.4           0.0      18.5X
[info]
[info] dgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        855            866           6       1169.2           0.9       1.0X
[info] java                       224            228           3       4466.9           0.2       3.8X
[info] native                      31             32           1      32395.5           0.0      27.7X
[info]
[info] dgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                       1328           1344           8        752.8           1.3       1.0X
[info] java                       224            230           4       4458.9           0.2       5.9X
[info] native                      31             32           1      32201.8           0.0      42.8X
[info]
[info] sgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        534            541           5       1873.0           0.5       1.0X
[info] java                       220            224           3       4542.8           0.2       2.4X
[info] native                      15             16           1      66803.1           0.0      35.7X
[info]
[info] sgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        544            551           6       1839.6           0.5       1.0X
[info] java                       220            224           4       4538.2           0.2       2.5X
[info] native                      15             16           1      65589.9           0.0      35.7X
[info]
[info] sgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        833            845          21       1201.0           0.8       1.0X
[info] java                       220            224           3       4548.7           0.2       3.8X
[info] native                      15             16           1      66603.2           0.0      55.5X
[info]
[info] sgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        899            907           5       1112.9           0.9       1.0X
[info] java                       221            224           2       4531.6           0.2       4.1X
[info] native                      15             16           1      65944.9           0.0      59.3X
```

#### JDK11:
```
[info] OpenJDK 64-Bit Server VM 11.0.11+9-LTS on Linux 5.8.0-50-generic
[info] Intel(R) Xeon(R) E-2276G CPU  3.80GHz
[info]
[info] f2jBLAS    = dev.ludovic.netlib.blas.F2jBLAS
[info] javaBLAS   = dev.ludovic.netlib.blas.Java11BLAS
[info] nativeBLAS = dev.ludovic.netlib.blas.JNIBLAS
[info]
[info] daxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        195            200           3        512.2           2.0       1.0X
[info] java                       197            202           3        507.0           2.0       1.0X
[info] native                     184            189           4        543.0           1.8       1.1X
[info]
[info] saxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        108            112           3        921.8           1.1       1.0X
[info] java                       101            105           3        989.4           1.0       1.1X
[info] native                      87             91           3       1147.1           0.9       1.2X
[info]
[info] dcopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        187            191           3        535.1           1.9       1.0X
[info] java                       182            188           3        548.8           1.8       1.0X
[info] native                     178            182           3        562.2           1.8       1.1X
[info]
[info] scopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        110            114           3        909.3           1.1       1.0X
[info] java                        86             93           4       1159.3           0.9       1.3X
[info] native                      86             90           3       1162.4           0.9       1.3X
[info]
[info] ddot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        106            108           2        943.6           1.1       1.0X
[info] java                        70             71           2       1426.8           0.7       1.5X
[info] native                      54             56           2       1835.4           0.5       1.9X
[info]
[info] sdot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         96             97           1       1047.1           1.0       1.0X
[info] java                        43             44           1       2331.9           0.4       2.2X
[info] native                      29             30           1       3392.1           0.3       3.2X
[info]
[info] dnrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        114            115           2        880.7           1.1       1.0X
[info] java                        42             43           1       2398.1           0.4       2.7X
[info] native                      45             46           1       2233.3           0.4       2.5X
[info]
[info] snrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        140            143           2        714.6           1.4       1.0X
[info] java                        28             29           1       3531.0           0.3       4.9X
[info] native                      26             27           1       3820.0           0.3       5.3X
[info]
[info] dscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        156            166           7        641.3           1.6       1.0X
[info] java                       158            167           6        633.2           1.6       1.0X
[info] native                     150            160           7        664.8           1.5       1.0X
[info]
[info] sscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         85             88           2       1181.7           0.8       1.0X
[info] java                        85             88           2       1176.0           0.9       1.0X
[info] native                      75             78           2       1333.2           0.8       1.1X
[info]
[info] dgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         58             59           1       1731.1           0.6       1.0X
[info] java                        41             43           1       2415.5           0.4       1.4X
[info] native                      30             31           1       3293.9           0.3       1.9X
[info]
[info] dgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         94             96           1       1063.4           0.9       1.0X
[info] java                        41             42           1       2435.8           0.4       2.3X
[info] native                      30             30           1       3379.8           0.3       3.2X
[info]
[info] sgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         44             45           1       2278.9           0.4       1.0X
[info] java                        37             38           0       2686.8           0.4       1.2X
[info] native                      15             16           1       6555.4           0.2       2.9X
[info]
[info] sgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         88             89           1       1142.1           0.9       1.0X
[info] java                        33             34           1       3010.7           0.3       2.6X
[info] native                      15             16           1       6553.9           0.2       5.7X
[info]
[info] dger:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        164            172           4        609.4           1.6       1.0X
[info] java                       163            172           5        612.6           1.6       1.0X
[info] native                     150            159           4        667.0           1.5       1.1X
[info]
[info] dspmv[U]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         49             50           1       1029.4           1.0       1.0X
[info] java                        41             42           1       1209.4           0.8       1.2X
[info] native                      25             27           1       2029.2           0.5       2.0X
[info]
[info] dspr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         80             85           3        622.2           1.6       1.0X
[info] java                        80             85           3        622.4           1.6       1.0X
[info] native                      75             79           3        668.7           1.5       1.1X
[info]
[info] dsyr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        137            142           3        364.1           2.7       1.0X
[info] java                       139            142           2        360.4           2.8       1.0X
[info] native                     131            135           3        380.4           2.6       1.0X
[info]
[info] dgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        517            525           5       1935.5           0.5       1.0X
[info] java                       213            216           3       4704.8           0.2       2.4X
[info] native                      31             31           1      32705.6           0.0      16.9X
[info]
[info] dgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        589            601           6       1698.6           0.6       1.0X
[info] java                       213            217           3       4693.3           0.2       2.8X
[info] native                      31             32           1      32498.9           0.0      19.1X
[info]
[info] dgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        851            865           6       1175.3           0.9       1.0X
[info] java                       212            216           3       4717.0           0.2       4.0X
[info] native                      30             32           1      32903.0           0.0      28.0X
[info]
[info] dgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                       1301           1316           6        768.4           1.3       1.0X
[info] java                       212            216           2       4717.4           0.2       6.1X
[info] native                      31             32           1      32606.0           0.0      42.4X
[info]
[info] sgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        454            460           2       2203.0           0.5       1.0X
[info] java                       208            212           3       4803.8           0.2       2.2X
[info] native                      15             16           0      66586.0           0.0      30.2X
[info]
[info] sgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        529            536           4       1889.7           0.5       1.0X
[info] java                       208            212           3       4798.6           0.2       2.5X
[info] native                      15             16           1      66751.4           0.0      35.3X
[info]
[info] sgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        830            840           5       1205.1           0.8       1.0X
[info] java                       208            211           2       4814.1           0.2       4.0X
[info] native                      15             15           1      67676.4           0.0      56.2X
[info]
[info] sgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        894            907           7       1118.7           0.9       1.0X
[info] java                       208            211           3       4809.6           0.2       4.3X
[info] native                      15             16           1      66675.2           0.0      59.6X
```

#### JDK16:
```
[info] OpenJDK 64-Bit Server VM 16+36 on Linux 5.8.0-50-generic
[info] Intel(R) Xeon(R) E-2276G CPU  3.80GHz
[info]
[info] f2jBLAS    = dev.ludovic.netlib.blas.F2jBLAS
[info] javaBLAS   = dev.ludovic.netlib.blas.VectorBLAS
[info] nativeBLAS = dev.ludovic.netlib.blas.JNIBLAS
[info]
[info] daxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        193            199           3        517.5           1.9       1.0X
[info] java                       181            186           4        553.2           1.8       1.1X
[info] native                     181            185           5        553.6           1.8       1.1X
[info]
[info] saxpy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        108            112           2        925.1           1.1       1.0X
[info] java                        88             91           3       1138.6           0.9       1.2X
[info] native                      87             91           3       1144.2           0.9       1.2X
[info]
[info] dcopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        184            189           3        542.5           1.8       1.0X
[info] java                       181            185           3        552.8           1.8       1.0X
[info] native                     179            183           2        558.0           1.8       1.0X
[info]
[info] scopy:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         97            101           3       1031.6           1.0       1.0X
[info] java                        86             90           2       1163.7           0.9       1.1X
[info] native                      85             88           2       1182.9           0.8       1.1X
[info]
[info] ddot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        107            109           2        932.4           1.1       1.0X
[info] java                        54             56           2       1846.7           0.5       2.0X
[info] native                      54             56           2       1846.7           0.5       2.0X
[info]
[info] sdot:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         96             97           1       1043.6           1.0       1.0X
[info] java                        29             30           1       3439.3           0.3       3.3X
[info] native                      29             30           1       3423.9           0.3       3.3X
[info]
[info] dnrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        121            123           2        829.8           1.2       1.0X
[info] java                        32             32           1       3171.3           0.3       3.8X
[info] native                      45             46           1       2246.2           0.4       2.7X
[info]
[info] snrm2:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        142            144           2        705.9           1.4       1.0X
[info] java                        15             16           1       6585.8           0.2       9.3X
[info] native                      26             27           1       3839.5           0.3       5.4X
[info]
[info] dscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        157            165           5        635.6           1.6       1.0X
[info] java                       151            159           5        664.0           1.5       1.0X
[info] native                     151            160           5        663.6           1.5       1.0X
[info]
[info] sscal:           Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         85             89           2       1172.3           0.9       1.0X
[info] java                        75             79           3       1337.3           0.7       1.1X
[info] native                      75             79           2       1335.5           0.7       1.1X
[info]
[info] dgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         58             59           1       1731.5           0.6       1.0X
[info] java                        28             29           1       3544.2           0.3       2.0X
[info] native                      30             31           1       3306.2           0.3       1.9X
[info]
[info] dgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         90             92           1       1108.3           0.9       1.0X
[info] java                        28             28           1       3622.5           0.3       3.3X
[info] native                      30             31           1       3381.3           0.3       3.1X
[info]
[info] sgemv[N]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         44             45           1       2284.7           0.4       1.0X
[info] java                        14             15           1       7034.0           0.1       3.1X
[info] native                      15             16           1       6643.7           0.2       2.9X
[info]
[info] sgemv[T]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         85             86           1       1177.4           0.8       1.0X
[info] java                        15             15           1       6886.1           0.1       5.8X
[info] native                      15             16           1       6560.1           0.2       5.6X
[info]
[info] dger:            Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        164            173           6        608.1           1.6       1.0X
[info] java                       148            157           5        675.2           1.5       1.1X
[info] native                     152            160           5        659.9           1.5       1.1X
[info]
[info] dspmv[U]:        Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         61             63           1        815.4           1.2       1.0X
[info] java                        16             17           1       3104.3           0.3       3.8X
[info] native                      24             27           1       2071.9           0.5       2.5X
[info]
[info] dspr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                         81             85           2        616.4           1.6       1.0X
[info] java                        81             85           2        614.7           1.6       1.0X
[info] native                      75             78           2        669.5           1.5       1.1X
[info]
[info] dsyr[U]:         Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        138            141           3        362.7           2.8       1.0X
[info] java                       137            140           2        365.3           2.7       1.0X
[info] native                     131            134           2        382.9           2.6       1.1X
[info]
[info] dgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        525            544           8       1906.2           0.5       1.0X
[info] java                        61             68           3      16358.1           0.1       8.6X
[info] native                      31             32           1      32623.7           0.0      17.1X
[info]
[info] dgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        580            598          12       1724.5           0.6       1.0X
[info] java                        61             68           4      16302.5           0.1       9.5X
[info] native                      30             32           1      32962.8           0.0      19.1X
[info]
[info] dgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        829            838           4       1206.2           0.8       1.0X
[info] java                        61             69           3      16339.7           0.1      13.5X
[info] native                      30             31           1      33231.9           0.0      27.6X
[info]
[info] dgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                       1352           1363           5        739.6           1.4       1.0X
[info] java                        61             69           3      16347.0           0.1      22.1X
[info] native                      31             32           1      32740.3           0.0      44.3X
[info]
[info] sgemm[N,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        482            493           7       2073.1           0.5       1.0X
[info] java                        35             38           2      28315.3           0.0      13.7X
[info] native                      15             15           1      67579.7           0.0      32.6X
[info]
[info] sgemm[N,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        472            482           4       2119.0           0.5       1.0X
[info] java                        36             38           2      28138.1           0.0      13.3X
[info] native                      15             16           1      66616.5           0.0      31.4X
[info]
[info] sgemm[T,N]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        823            830           5       1215.2           0.8       1.0X
[info] java                        35             38           2      28681.4           0.0      23.6X
[info] native                      15             15           1      67908.4           0.0      55.9X
[info]
[info] sgemm[T,T]:      Best Time(ms)   Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
[info] -----------------------------------------------------------------------------------------------
[info] f2j                        896            908           7       1115.8           0.9       1.0X
[info] java                        35             38           2      28402.0           0.0      25.5X
[info] native                      15             16           0      66691.2           0.0      59.8X
```

TODO:
- [x] update documentation in `docs/` and `docs/ml-linalg-guide.md` refering `com.github.fommil.netlib`
- [ ] merge https://github.com/luhenry/netlib/pull/1 with all feedback from this PR + remove references to snapshot repositories in `pom.xml` and `project/SparkBuild.scala`.

Closes #32415 from luhenry/master.

Authored-by: Ludovic Henry <git@ludovic.dev>
Signed-off-by: Sean Owen <srowen@gmail.com>
2021-05-12 08:59:36 -05:00

213 lines
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HikariCP/2.5.1//HikariCP-2.5.1.jar
JLargeArrays/1.5//JLargeArrays-1.5.jar
JTransforms/3.1//JTransforms-3.1.jar
RoaringBitmap/0.9.0//RoaringBitmap-0.9.0.jar
ST4/4.0.4//ST4-4.0.4.jar
activation/1.1.1//activation-1.1.1.jar
aircompressor/0.16//aircompressor-0.16.jar
algebra_2.12/2.0.0-M2//algebra_2.12-2.0.0-M2.jar
annotations/17.0.0//annotations-17.0.0.jar
antlr-runtime/3.5.2//antlr-runtime-3.5.2.jar
antlr4-runtime/4.8-1//antlr4-runtime-4.8-1.jar
aopalliance-repackaged/2.6.1//aopalliance-repackaged-2.6.1.jar
arpack/2.2.0//arpack-2.2.0.jar
arpack_combined_all/0.1//arpack_combined_all-0.1.jar
arrow-format/2.0.0//arrow-format-2.0.0.jar
arrow-memory-core/2.0.0//arrow-memory-core-2.0.0.jar
arrow-memory-netty/2.0.0//arrow-memory-netty-2.0.0.jar
arrow-vector/2.0.0//arrow-vector-2.0.0.jar
audience-annotations/0.5.0//audience-annotations-0.5.0.jar
automaton/1.11-8//automaton-1.11-8.jar
avro-ipc/1.10.2//avro-ipc-1.10.2.jar
avro-mapred/1.10.2//avro-mapred-1.10.2.jar
avro/1.10.2//avro-1.10.2.jar
blas/2.2.0//blas-2.2.0.jar
bonecp/0.8.0.RELEASE//bonecp-0.8.0.RELEASE.jar
breeze-macros_2.12/1.0//breeze-macros_2.12-1.0.jar
breeze_2.12/1.0//breeze_2.12-1.0.jar
cats-kernel_2.12/2.0.0-M4//cats-kernel_2.12-2.0.0-M4.jar
chill-java/0.9.5//chill-java-0.9.5.jar
chill_2.12/0.9.5//chill_2.12-0.9.5.jar
commons-cli/1.2//commons-cli-1.2.jar
commons-codec/1.15//commons-codec-1.15.jar
commons-collections/3.2.2//commons-collections-3.2.2.jar
commons-compiler/3.1.4//commons-compiler-3.1.4.jar
commons-compress/1.20//commons-compress-1.20.jar
commons-crypto/1.1.0//commons-crypto-1.1.0.jar
commons-dbcp/1.4//commons-dbcp-1.4.jar
commons-httpclient/3.1//commons-httpclient-3.1.jar
commons-io/2.8.0//commons-io-2.8.0.jar
commons-lang/2.6//commons-lang-2.6.jar
commons-lang3/3.12.0//commons-lang3-3.12.0.jar
commons-logging/1.1.3//commons-logging-1.1.3.jar
commons-math3/3.4.1//commons-math3-3.4.1.jar
commons-net/3.1//commons-net-3.1.jar
commons-pool/1.5.4//commons-pool-1.5.4.jar
commons-text/1.6//commons-text-1.6.jar
compress-lzf/1.0.3//compress-lzf-1.0.3.jar
core/1.1.2//core-1.1.2.jar
curator-client/2.13.0//curator-client-2.13.0.jar
curator-framework/2.13.0//curator-framework-2.13.0.jar
curator-recipes/2.13.0//curator-recipes-2.13.0.jar
datanucleus-api-jdo/4.2.4//datanucleus-api-jdo-4.2.4.jar
datanucleus-core/4.1.17//datanucleus-core-4.1.17.jar
datanucleus-rdbms/4.1.19//datanucleus-rdbms-4.1.19.jar
derby/10.14.2.0//derby-10.14.2.0.jar
dropwizard-metrics-hadoop-metrics2-reporter/0.1.2//dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar
flatbuffers-java/1.9.0//flatbuffers-java-1.9.0.jar
generex/1.0.2//generex-1.0.2.jar
gson/2.2.4//gson-2.2.4.jar
guava/14.0.1//guava-14.0.1.jar
hadoop-client-api/3.2.2//hadoop-client-api-3.2.2.jar
hadoop-client-runtime/3.2.2//hadoop-client-runtime-3.2.2.jar
hadoop-yarn-server-web-proxy/3.2.2//hadoop-yarn-server-web-proxy-3.2.2.jar
hive-beeline/2.3.8//hive-beeline-2.3.8.jar
hive-cli/2.3.8//hive-cli-2.3.8.jar
hive-common/2.3.8//hive-common-2.3.8.jar
hive-exec/2.3.8/core/hive-exec-2.3.8-core.jar
hive-jdbc/2.3.8//hive-jdbc-2.3.8.jar
hive-llap-common/2.3.8//hive-llap-common-2.3.8.jar
hive-metastore/2.3.8//hive-metastore-2.3.8.jar
hive-serde/2.3.8//hive-serde-2.3.8.jar
hive-service-rpc/3.1.2//hive-service-rpc-3.1.2.jar
hive-shims-0.23/2.3.8//hive-shims-0.23-2.3.8.jar
hive-shims-common/2.3.8//hive-shims-common-2.3.8.jar
hive-shims-scheduler/2.3.8//hive-shims-scheduler-2.3.8.jar
hive-shims/2.3.8//hive-shims-2.3.8.jar
hive-storage-api/2.7.2//hive-storage-api-2.7.2.jar
hive-vector-code-gen/2.3.8//hive-vector-code-gen-2.3.8.jar
hk2-api/2.6.1//hk2-api-2.6.1.jar
hk2-locator/2.6.1//hk2-locator-2.6.1.jar
hk2-utils/2.6.1//hk2-utils-2.6.1.jar
htrace-core4/4.1.0-incubating//htrace-core4-4.1.0-incubating.jar
httpclient/4.5.13//httpclient-4.5.13.jar
httpcore/4.4.12//httpcore-4.4.12.jar
istack-commons-runtime/3.0.8//istack-commons-runtime-3.0.8.jar
ivy/2.4.0//ivy-2.4.0.jar
jackson-annotations/2.12.2//jackson-annotations-2.12.2.jar
jackson-core-asl/1.9.13//jackson-core-asl-1.9.13.jar
jackson-core/2.12.2//jackson-core-2.12.2.jar
jackson-databind/2.12.2//jackson-databind-2.12.2.jar
jackson-dataformat-yaml/2.12.2//jackson-dataformat-yaml-2.12.2.jar
jackson-datatype-jsr310/2.11.2//jackson-datatype-jsr310-2.11.2.jar
jackson-mapper-asl/1.9.13//jackson-mapper-asl-1.9.13.jar
jackson-module-scala_2.12/2.12.2//jackson-module-scala_2.12-2.12.2.jar
jakarta.annotation-api/1.3.5//jakarta.annotation-api-1.3.5.jar
jakarta.inject/2.6.1//jakarta.inject-2.6.1.jar
jakarta.servlet-api/4.0.3//jakarta.servlet-api-4.0.3.jar
jakarta.validation-api/2.0.2//jakarta.validation-api-2.0.2.jar
jakarta.ws.rs-api/2.1.6//jakarta.ws.rs-api-2.1.6.jar
jakarta.xml.bind-api/2.3.2//jakarta.xml.bind-api-2.3.2.jar
janino/3.1.4//janino-3.1.4.jar
javassist/3.25.0-GA//javassist-3.25.0-GA.jar
javax.jdo/3.2.0-m3//javax.jdo-3.2.0-m3.jar
javolution/5.5.1//javolution-5.5.1.jar
jaxb-api/2.2.11//jaxb-api-2.2.11.jar
jaxb-runtime/2.3.2//jaxb-runtime-2.3.2.jar
jcl-over-slf4j/1.7.30//jcl-over-slf4j-1.7.30.jar
jdo-api/3.0.1//jdo-api-3.0.1.jar
jersey-client/2.34//jersey-client-2.34.jar
jersey-common/2.34//jersey-common-2.34.jar
jersey-container-servlet-core/2.34//jersey-container-servlet-core-2.34.jar
jersey-container-servlet/2.34//jersey-container-servlet-2.34.jar
jersey-hk2/2.34//jersey-hk2-2.34.jar
jersey-server/2.34//jersey-server-2.34.jar
jline/2.14.6//jline-2.14.6.jar
joda-time/2.10.5//joda-time-2.10.5.jar
jodd-core/3.5.2//jodd-core-3.5.2.jar
jpam/1.1//jpam-1.1.jar
json/1.8//json-1.8.jar
json4s-ast_2.12/3.7.0-M5//json4s-ast_2.12-3.7.0-M5.jar
json4s-core_2.12/3.7.0-M5//json4s-core_2.12-3.7.0-M5.jar
json4s-jackson_2.12/3.7.0-M5//json4s-jackson_2.12-3.7.0-M5.jar
json4s-scalap_2.12/3.7.0-M5//json4s-scalap_2.12-3.7.0-M5.jar
jsr305/3.0.0//jsr305-3.0.0.jar
jta/1.1//jta-1.1.jar
jul-to-slf4j/1.7.30//jul-to-slf4j-1.7.30.jar
kryo-shaded/4.0.2//kryo-shaded-4.0.2.jar
kubernetes-client/5.3.1//kubernetes-client-5.3.1.jar
kubernetes-model-admissionregistration/5.3.1//kubernetes-model-admissionregistration-5.3.1.jar
kubernetes-model-apiextensions/5.3.1//kubernetes-model-apiextensions-5.3.1.jar
kubernetes-model-apps/5.3.1//kubernetes-model-apps-5.3.1.jar
kubernetes-model-autoscaling/5.3.1//kubernetes-model-autoscaling-5.3.1.jar
kubernetes-model-batch/5.3.1//kubernetes-model-batch-5.3.1.jar
kubernetes-model-certificates/5.3.1//kubernetes-model-certificates-5.3.1.jar
kubernetes-model-common/5.3.1//kubernetes-model-common-5.3.1.jar
kubernetes-model-coordination/5.3.1//kubernetes-model-coordination-5.3.1.jar
kubernetes-model-core/5.3.1//kubernetes-model-core-5.3.1.jar
kubernetes-model-discovery/5.3.1//kubernetes-model-discovery-5.3.1.jar
kubernetes-model-events/5.3.1//kubernetes-model-events-5.3.1.jar
kubernetes-model-extensions/5.3.1//kubernetes-model-extensions-5.3.1.jar
kubernetes-model-metrics/5.3.1//kubernetes-model-metrics-5.3.1.jar
kubernetes-model-networking/5.3.1//kubernetes-model-networking-5.3.1.jar
kubernetes-model-node/5.3.1//kubernetes-model-node-5.3.1.jar
kubernetes-model-policy/5.3.1//kubernetes-model-policy-5.3.1.jar
kubernetes-model-rbac/5.3.1//kubernetes-model-rbac-5.3.1.jar
kubernetes-model-scheduling/5.3.1//kubernetes-model-scheduling-5.3.1.jar
kubernetes-model-storageclass/5.3.1//kubernetes-model-storageclass-5.3.1.jar
lapack/2.2.0//lapack-2.2.0.jar
leveldbjni-all/1.8//leveldbjni-all-1.8.jar
libfb303/0.9.3//libfb303-0.9.3.jar
libthrift/0.12.0//libthrift-0.12.0.jar
log4j/1.2.17//log4j-1.2.17.jar
logging-interceptor/3.12.12//logging-interceptor-3.12.12.jar
lz4-java/1.7.1//lz4-java-1.7.1.jar
machinist_2.12/0.6.8//machinist_2.12-0.6.8.jar
macro-compat_2.12/1.1.1//macro-compat_2.12-1.1.1.jar
mesos/1.4.0/shaded-protobuf/mesos-1.4.0-shaded-protobuf.jar
metrics-core/4.1.1//metrics-core-4.1.1.jar
metrics-graphite/4.1.1//metrics-graphite-4.1.1.jar
metrics-jmx/4.1.1//metrics-jmx-4.1.1.jar
metrics-json/4.1.1//metrics-json-4.1.1.jar
metrics-jvm/4.1.1//metrics-jvm-4.1.1.jar
minlog/1.3.0//minlog-1.3.0.jar
netty-all/4.1.63.Final//netty-all-4.1.63.Final.jar
objenesis/2.6//objenesis-2.6.jar
okhttp/3.12.12//okhttp-3.12.12.jar
okio/1.14.0//okio-1.14.0.jar
opencsv/2.3//opencsv-2.3.jar
orc-core/1.6.7//orc-core-1.6.7.jar
orc-mapreduce/1.6.7//orc-mapreduce-1.6.7.jar
orc-shims/1.6.7//orc-shims-1.6.7.jar
oro/2.0.8//oro-2.0.8.jar
osgi-resource-locator/1.0.3//osgi-resource-locator-1.0.3.jar
paranamer/2.8//paranamer-2.8.jar
parquet-column/1.12.0//parquet-column-1.12.0.jar
parquet-common/1.12.0//parquet-common-1.12.0.jar
parquet-encoding/1.12.0//parquet-encoding-1.12.0.jar
parquet-format-structures/1.12.0//parquet-format-structures-1.12.0.jar
parquet-hadoop/1.12.0//parquet-hadoop-1.12.0.jar
parquet-jackson/1.12.0//parquet-jackson-1.12.0.jar
protobuf-java/2.5.0//protobuf-java-2.5.0.jar
py4j/0.10.9.2//py4j-0.10.9.2.jar
pyrolite/4.30//pyrolite-4.30.jar
scala-collection-compat_2.12/2.1.1//scala-collection-compat_2.12-2.1.1.jar
scala-compiler/2.12.10//scala-compiler-2.12.10.jar
scala-library/2.12.10//scala-library-2.12.10.jar
scala-parser-combinators_2.12/1.1.2//scala-parser-combinators_2.12-1.1.2.jar
scala-reflect/2.12.10//scala-reflect-2.12.10.jar
scala-xml_2.12/1.2.0//scala-xml_2.12-1.2.0.jar
shapeless_2.12/2.3.3//shapeless_2.12-2.3.3.jar
shims/0.9.0//shims-0.9.0.jar
slf4j-api/1.7.30//slf4j-api-1.7.30.jar
slf4j-log4j12/1.7.30//slf4j-log4j12-1.7.30.jar
snakeyaml/1.27//snakeyaml-1.27.jar
snappy-java/1.1.8.4//snappy-java-1.1.8.4.jar
spire-macros_2.12/0.17.0-M1//spire-macros_2.12-0.17.0-M1.jar
spire-platform_2.12/0.17.0-M1//spire-platform_2.12-0.17.0-M1.jar
spire-util_2.12/0.17.0-M1//spire-util_2.12-0.17.0-M1.jar
spire_2.12/0.17.0-M1//spire_2.12-0.17.0-M1.jar
stax-api/1.0.1//stax-api-1.0.1.jar
stream/2.9.6//stream-2.9.6.jar
super-csv/2.2.0//super-csv-2.2.0.jar
threeten-extra/1.5.0//threeten-extra-1.5.0.jar
transaction-api/1.1//transaction-api-1.1.jar
univocity-parsers/2.9.1//univocity-parsers-2.9.1.jar
velocity/1.5//velocity-1.5.jar
xbean-asm7-shaded/4.15//xbean-asm7-shaded-4.15.jar
xz/1.8//xz-1.8.jar
zjsonpatch/0.3.0//zjsonpatch-0.3.0.jar
zookeeper-jute/3.6.2//zookeeper-jute-3.6.2.jar
zookeeper/3.6.2//zookeeper-3.6.2.jar
zstd-jni/1.4.9-1//zstd-jni-1.4.9-1.jar