Convert homogentable to array/vector/matrix #4

minmingzhu · 2022-04-17T06:51:25Z

What changes were proposed in this pull request?

Convert homogentable to array/vector/matrix
add unit test

Does this PR also require the following changes?

CI
Documentation
Example

No.

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

github-actions · 2022-04-17T06:51:37Z

Thanks for opening a pull request!

Could you open an issue for this pull request on Github Issues?
https://github.com/oap-project/oap-mllib/issues

Then could you also rename pull request title and commit log in the following format?

[ML-${ISSUES_ID}] ${detailed message}

See also:

Other pull requests

Signed-off-by: minmingzhu <minming.zhu@intel.com>

…rt_homogentable

mllib-dal/src/main/native/oneapi/dal/ColumnAccessorImpl.cpp

xwu99 · 2022-05-06T06:15:46Z

mllib-dal/src/main/native/oneapi/dal/HomogenTableImpl.cpp

@@ -134,10 +134,10 @@ JNIEXPORT jlong JNICALL Java_com_intel_oneapi_dal_table_HomogenTableImpl_lInit(
 */
 JNIEXPORT jlong JNICALL
 Java_com_intel_oneapi_dal_table_HomogenTableImpl_cGetColumnCount(
-    JNIEnv *env, jobject, jlong ctableAddr) {
+    JNIEnv *env, jobject, jlong cTableAddr) {
    printf("HomogenTable getcolumncount \n");


could you remove all printf debug if it's unnecessay.

I will delete the all printf debug code at the last branch.

xwu99 · 2022-05-09T06:32:40Z

@minmingzhu could you rebase to master then I can review this PR.

Signed-off-by: minmingzhu <minming.zhu@intel.com>

…rt_homogentable Conflicts: mllib-dal/src/test/java/com/intel/oneapi/dal/table/ColumnAccessorTest.java

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

…rt_homogentable Conflicts: mllib-dal/src/main/native/GPU.cpp mllib-dal/src/main/native/build-jni.sh mllib-dal/src/main/native/oneapi/dal/ColumnAccessorImpl.cpp mllib-dal/src/main/native/oneapi/dal/RowAccessorImpl.cpp mllib-dal/src/main/scala/com/intel/oap/mllib/OneDAL.scala mllib-dal/src/test/java/com/intel/oneapi/dal/table/HomogenTableTest.java

Signed-off-by: minmingzhu <minming.zhu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update prepare-build-deps.sh * add convert array, vector to homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update ci-local-dpc-test.sh * Update GPU.cpp * Update GPU.cpp * Update ci-build-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * update HomogenTable API Signed-off-by: minmingzhu <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update run.sh * Update build-jni.sh * 1. Merge branch 'make_homogen_table' into convert_homogentable 2. update ci 3. add a new parameters for HomogenTable class Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ConvertHomogenTableSuite.scala * Update install-level-zero-ubuntu.sh * Update install-level-zero-ubuntu.sh * Update build.sh * Update test.sh * Update test.sh * Update HomogenTableImpl.cpp * Update install-build-deps-ubuntu.sh * Update HomogenTableImpl.cpp * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update list-compute-devices.cpp * Convert homogentable to array/vector/matrix (#4) * 1. convert homogenTable to array/vector/matrix 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. Mirgate kmeans daal to DPC++ * 2. add unit test * 1. move local host to distributed host 2. add cluster test 3. code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * Update ci-cluster-test.sh * Update build.sh * Update build.sh * Update OneDAL.cpp * Update OneDAL.cpp * Update OneDAL.cpp * Update com_intel_oap_mllib_OneDAL__.h * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * revert ALS.scala * revert checkstyle.xml * :Revert "revert checkstyle.xml" This reverts commit 4f74bac. * disable cluster test for gpu * disable cluster test for gpu * nit Co-authored-by: minmingz <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update prepare-build-deps.sh * add convert array, vector to homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update ci-local-dpc-test.sh * Update GPU.cpp * Update GPU.cpp * Update ci-build-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * update HomogenTable API Signed-off-by: minmingzhu <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update run.sh * Update build-jni.sh * 1. Merge branch 'make_homogen_table' into convert_homogentable 2. update ci 3. add a new parameters for HomogenTable class Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ConvertHomogenTableSuite.scala * Update install-level-zero-ubuntu.sh * Update install-level-zero-ubuntu.sh * Update build.sh * Update test.sh * Update test.sh * Update HomogenTableImpl.cpp * Update install-build-deps-ubuntu.sh * Update HomogenTableImpl.cpp * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update list-compute-devices.cpp * Convert homogentable to array/vector/matrix (#4) * 1. convert homogenTable to array/vector/matrix 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. Mirgate kmeans daal to DPC++ * 2. add unit test * 1. move local host to distributed host 2. add cluster test 3. code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * Update ci-cluster-test.sh * Update build.sh * Update build.sh * Update OneDAL.cpp * Update OneDAL.cpp * Update OneDAL.cpp * Update com_intel_oap_mllib_OneDAL__.h * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * revert ALS.scala * revert checkstyle.xml * :Revert "revert checkstyle.xml" This reverts commit 4f74bac. * disable cluster test for gpu * disable cluster test for gpu * nit * migrate cpa to DPC++ Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OutputHelpers.hpp * update com_intel_oap_mllib_feature_PCADALImpl.h Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update PCADALImpl.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update function name and variable name Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector Signed-off-by: minmingzhu <minming.zhu@intel.com> * change compute_device to ComputeDevice Signed-off-by: minmingzhu <minming.zhu@intel.com> Co-authored-by: minmingz <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update ci-local-test.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update install-build-deps-ubuntu.sh * Update prepare-build-deps.sh * add convert array, vector to homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps-gpu.sh * Update prepare-build-deps.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update install-build-level-zero-deps-ubuntun.sh * Update ci-local-dpc-test.sh * Update GPU.cpp * Update GPU.cpp * Update ci-build-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * Update ci-local-dpc-test.sh * update HomogenTable API Signed-off-by: minmingzhu <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update run.sh * Update build-jni.sh * 1. Merge branch 'make_homogen_table' into convert_homogentable 2. update ci 3. add a new parameters for HomogenTable class Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ConvertHomogenTableSuite.scala * Update install-level-zero-ubuntu.sh * Update install-level-zero-ubuntu.sh * Update build.sh * Update test.sh * Update test.sh * Update HomogenTableImpl.cpp * Update install-build-deps-ubuntu.sh * Update HomogenTableImpl.cpp * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update list-compute-devices.cpp * Convert homogentable to array/vector/matrix (#4) * 1. convert homogenTable to array/vector/matrix 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. Mirgate kmeans daal to DPC++ * 2. add unit test * 1. migrate pca to DPC++ 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * normalize data Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate correlation to DPC++ interface 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. move local host to distributed host 2. add cluster test 3. code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * Update ci-cluster-test.sh * Update build.sh * Update build.sh * Update OneDAL.cpp * Update OneDAL.cpp * Update OneDAL.cpp * Update com_intel_oap_mllib_OneDAL__.h * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * revert ALS.scala * revert checkstyle.xml * :Revert "revert checkstyle.xml" This reverts commit 4f74bac. * disable cluster test for gpu * disable cluster test for gpu * nit * migrate cpa to DPC++ Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OutputHelpers.hpp * update com_intel_oap_mllib_feature_PCADALImpl.h Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update PCADALImpl.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update function name and variable name Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector Signed-off-by: minmingzhu <minming.zhu@intel.com> * change compute_device to ComputeDevice Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate pca to DPC++ 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * normalize data Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate correlation to DPC++ interface 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update prepare-build-deps-gpu.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update Makefile * Update OutputHelpers.hpp * Update PCAOneAPIImpl.cpp * Update service.h * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OneDAL.scala * Update PCADALImpl.scala * Update KmeansHomogenTableSuite.scala * Update TestCommon.scala * Update test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> Signed-off-by: minmingzhu <minming.zhu@intel.com> Co-authored-by: minmingz <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>