add bazel support for daal examples

cpp/daal/src/algorithms/covariance/covariance_csr_batch_impl.i

@@ -41,7 +41,7 @@ services::Status CovarianceCSRBatchKernel<algorithmFPType, method, cpu>::compute
                                                                                  const Hyperparameter * hyperparameter)
 {
     algorithmFPType nObservations = 0.0;
-
+    DAAL_PROFILER_TASK(compute_csr);
     const size_t nFeatures              = dataTable->getNumberOfColumns();
     const size_t nVectors               = dataTable->getNumberOfRows();
     CSRNumericTableIface * csrDataTable = dynamic_cast<CSRNumericTableIface *>(dataTable);

cpp/daal/src/algorithms/covariance/covariance_impl.i

@@ -464,7 +464,7 @@ services::Status updateCSRCrossProductAndSums(size_t nFeatures, size_t nVectors,
     if (method != sumCSR)
     {
         DAAL_OVERFLOW_CHECK_BY_MULTIPLICATION(size_t, nVectors, sizeof(algorithmFPType));
-
+        DAAL_PROFILER_TASK(csr_sum_compute);
         TArray<algorithmFPType, cpu> onesArray(nVectors);
         DAAL_CHECK_MALLOC(onesArray.get());
 
@@ -569,6 +569,9 @@ services::Status finalizeCovariance(size_t nFeatures, algorithmFPType nObservati
     for (size_t i = 0; i < nFeatures; i++)
     {
         mean[i] = sums[i] * invNObservations;
+        std::cout << invNObservations << std::endl;
+        std::cout << "sums[i]" << sums[i] << std::endl;
+        std::cout << "mean[i]" << mean[i] << std::endl;
     }
 
     if (parameter->outputMatrixType == covariance::correlationMatrix)

examples/daal/BUILD

@@ -0,0 +1,6 @@
+package(default_visibility = ["//visibility:public"])
+
+filegroup(
+    name = "data",
+    srcs = glob(["data/**/*.csv"]),
+)

examples/daal/cpp/BUILD

@@ -0,0 +1,251 @@
+load("@onedal//dev/bazel:dal.bzl",
+    "dal_module",
+    "dal_example_suite",
+    "dal_algo_example_suite",
+)
+
+dal_module(
+    name = "example_util",
+    hdrs = glob(["source/utils/*.h"]),
+    includes = [ "source/utils" ],
+)
+
+_TEST_DEPS = [
+    ":example_util", "@opencl//:opencl_binary",
+]
+
+_DATA_DEPS = [
+    "@onedal//examples/daal:data",
+]
+
+# dal_example_suite(
+#     name = "graph",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/graph/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/oneapi/dal/graph",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS,
+# )
+
+# dal_example_suite(
+#     name = "table",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/table/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/oneapi/dal/table",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS,
+# )
+
+# dal_example_suite(
+#     name = "kmeans_init",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/kmeans_init/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/oneapi/dal/algo:kmeans",
+#         "@onedal//cpp/oneapi/dal/algo:kmeans_init",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS,
+# )
+
+# dal_example_suite(
+#     name = "misc",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/misc/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/oneapi/dal:io",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS,
+# )
+
+#"@onedal//cpp/daal/src/algorithms/dtrees/forest:kernel",
+dal_example_suite(
+    name = "association_rules",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/association_rules/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/assocrules:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "boosting",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/boosting/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/adaboost:kernel",
+        "@onedal//cpp/daal/src/algorithms/brownboost:kernel",
+        "@onedal//cpp/daal/src/algorithms/logitboost:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "cholesky",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/cholesky/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/cholesky:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "decision_tree",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/decision_tree/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/decision_tree:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "distance",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/distance/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/cordistance:kernel",
+         "@onedal//cpp/daal/src/algorithms/cosdistance:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "distributions",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/distributions/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/distributions:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+# dal_example_suite(
+#     name = "elastic_net",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/elastic_net/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/daal/src/algorithms/elastic_net:kernel",
+#         "@onedal//cpp/daal/src/algorithms/optimization_solver:kernel",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS + [
+#         "@tbb//:tbb",
+#     ],
+# )
+
+# dal_example_suite(
+#     name = "em",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/em/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/daal/src/algorithms/em:kernel",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS + [
+#         "@tbb//:tbb",
+#     ],
+# )
+
+# dal_example_suite(
+#     name = "enable_thread_pinning",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/enable_thread_pinning/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/daal/src/algorithms/kmeans:kernel",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS + [
+#         "@tbb//:tbb",
+#     ],
+# )
+
+# dal_example_suite(
+#     name = "gradient_boosted_trees",
+#     compile_as = [ "c++" ],
+#     srcs = glob(["source/gradient_boosted_trees/*.cpp"]),
+#     dal_deps = [
+#         "@onedal//cpp/daal/src/algorithms/dtrees:kernel",
+#     ],
+#     data = _DATA_DEPS,
+#     extra_deps = _TEST_DEPS + [
+#         "@tbb//:tbb",
+#     ],
+# )
+
+dal_example_suite(
+    name = "implicit_als",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/implicit_als/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/implicit_als:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_example_suite(
+    name = "k_nearest_neighbors",
+    compile_as = [ "c++" ],
+    srcs = glob(["source/k_nearest_neighbors/*.cpp"]),
+    dal_deps = [
+        "@onedal//cpp/daal/src/algorithms/k_nearest_neighbors:kernel",
+    ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS + [
+        "@tbb//:tbb",
+    ],
+)
+
+dal_algo_example_suite(
+    algos = [
+        "covariance",
+        # "datasource",
+        "dbscan",
+        "decision_forest",
+        "kmeans",
+        # "k_nearest_neighbors",
+        # "kernel_function",
+        "linear_regression",
+        # "louvain",
+        # "objective_function",
+        # "pca",
+        # "polynomial_kernel",
+        # "rbf_kernel",
+        # "shortest_paths",
+        # "sigmoid_kernel",
+        # "subgraph_isomorphism",
+        # "svm",
+        # "triangle_counting",
+    ],
+    compile_as = [ "c++" ],
+    data = _DATA_DEPS,
+    extra_deps = _TEST_DEPS,
+)

examples/daal/cpp/source/boosting/adaboost_dense_batch.cpp

@@ -24,7 +24,6 @@
  * <a name="DAAL-EXAMPLE-CPP-ADABOOST_BATCH"></a>
  * \example adaboost_dense_batch.cpp
  */
-#define DAAL_HIDE_DEPRECATED
 
 #include "daal.h"
 #include "service.h"

examples/daal/cpp/source/covariance/cor_csr_batch.cpp

@@ -37,7 +37,7 @@ using namespace daal::data_management;
 /* Input data set parameters
    Input matrix is stored in the compressed sparse row format with one-based indexing
  */
-const std::string datasetFileName = "../data/batch/covcormoments_csr.csv";
+std::string datasetFileName = "../data/batch/covcormoments_csr.csv";
 
 int main(int argc, char* argv[]) {
     checkArguments(argc, argv, 1, &datasetFileName);

examples/daal/cpp/source/covariance/cor_csr_distr.cpp

@@ -38,10 +38,10 @@ typedef float algorithmFPType; /* Algorithm floating-point type */
 /* Input data set parameters */
 const size_t nBlocks = 4;
 
-const std::string datasetFileNames[] = { "../data/distributed/covcormoments_csr_1.csv",
-                                         "../data/distributed/covcormoments_csr_2.csv",
-                                         "../data/distributed/covcormoments_csr_3.csv",
-                                         "../data/distributed/covcormoments_csr_4.csv" };
+std::string datasetFileNames[] = { "../data/distributed/covcormoments_csr_1.csv",
+                                   "../data/distributed/covcormoments_csr_2.csv",
+                                   "../data/distributed/covcormoments_csr_3.csv",
+                                   "../data/distributed/covcormoments_csr_4.csv" };
 
 covariance::PartialResultPtr partialResult[nBlocks];
 covariance::ResultPtr result;

examples/daal/cpp/source/covariance/cor_csr_online.cpp

@@ -38,10 +38,10 @@ typedef float algorithmFPType; /* Algorithm floating-point type */
 /* Input data set parameters */
 const size_t nBlocks = 4;
 
-const std::string datasetFileNames[] = { "../data/online/covcormoments_csr_1.csv",
-                                         "../data/online/covcormoments_csr_2.csv",
-                                         "../data/online/covcormoments_csr_3.csv",
-                                         "../data/online/covcormoments_csr_4.csv" };
+std::string datasetFileNames[] = { "../data/online/covcormoments_csr_1.csv",
+                                   "../data/online/covcormoments_csr_2.csv",
+                                   "../data/online/covcormoments_csr_3.csv",
+                                   "../data/online/covcormoments_csr_4.csv" };
 
 int main(int argc, char* argv[]) {
     checkArguments(argc,

examples/daal/cpp/source/covariance/cor_dense_batch.cpp

@@ -35,11 +35,10 @@ using namespace daal::algorithms;
 using namespace daal::data_management;
 
 /* Input data set parameters */
-const std::string datasetFileName = "../data/batch/covcormoments_dense.csv";
+std::string datasetFileName = "../data/batch/covcormoments_dense.csv";
 
 int main(int argc, char* argv[]) {
     checkArguments(argc, argv, 1, &datasetFileName);
-
     FileDataSource<CSVFeatureManager> dataSource(datasetFileName,
                                                  DataSource::doAllocateNumericTable,
                                                  DataSource::doDictionaryFromContext);

examples/daal/cpp/source/covariance/cor_dense_distr.cpp

@@ -36,7 +36,7 @@ using namespace daal::data_management;
 /* Input data set parameters */
 const size_t nBlocks = 4;
 
-const std::string datasetFileNames[] = { "../data/distributed/covcormoments_dense_1.csv",
+std::string datasetFileNames[] = { "../data/distributed/covcormoments_dense_1.csv",
                                          "../data/distributed/covcormoments_dense_2.csv",
                                          "../data/distributed/covcormoments_dense_3.csv",
                                          "../data/distributed/covcormoments_dense_4.csv" };

examples/daal/cpp/source/covariance/cor_dense_online.cpp

@@ -34,7 +34,7 @@ using namespace daal::algorithms;
 using namespace daal::data_management;
 
 /* Input data set parameters */
-const std::string datasetFileName = "../data/batch/covcormoments_dense.csv";
+std::string datasetFileName = "../data/batch/covcormoments_dense.csv";
 const size_t nObservations = 50;
 
 int main(int argc, char* argv[]) {

examples/daal/cpp/source/covariance/cov_csr_batch.cpp

@@ -37,11 +37,11 @@ using namespace daal::data_management;
 /* Input data set parameters
    Input matrix is stored in the compressed sparse row format with one-based indexing
  */
-const std::string datasetFileName = "../data/batch/covcormoments_csr.csv";
+std::string datasetFileName = "../data/batch/covcormoments_csr.csv";
 
 int main(int argc, char* argv[]) {
     checkArguments(argc, argv, 1, &datasetFileName);
-
+  
     /* Read datasetFileName from a file and create a numeric table to store input data */
     CSRNumericTablePtr dataTable(createSparseTable<float>(datasetFileName));
 

examples/daal/cpp/source/covariance/cov_csr_distr.cpp

@@ -38,7 +38,7 @@ typedef float algorithmFPType; /* Algorithm floating-point type */
 /* Input data set parameters */
 const size_t nBlocks = 4;
 
-const std::string datasetFileNames[] = { "../data/distributed/covcormoments_csr_1.csv",
+std::string datasetFileNames[] = { "../data/distributed/covcormoments_csr_1.csv",
                                          "../data/distributed/covcormoments_csr_2.csv",
                                          "../data/distributed/covcormoments_csr_3.csv",
                                          "../data/distributed/covcormoments_csr_4.csv" };

examples/daal/cpp/source/covariance/cov_csr_online.cpp

@@ -38,7 +38,7 @@ typedef float algorithmFPType; /* Algorithm floating-point type */
 /* Input data set parameters */
 const size_t nBlocks = 4;
 
-const std::string datasetFileNames[] = { "../data/online/covcormoments_csr_1.csv",
+std::string datasetFileNames[] = { "../data/online/covcormoments_csr_1.csv",
                                          "../data/online/covcormoments_csr_2.csv",
                                          "../data/online/covcormoments_csr_3.csv",
                                          "../data/online/covcormoments_csr_4.csv" };