From b369dd71440dbbd5405af782e2db6cafd5b54d91 Mon Sep 17 00:00:00 2001
From: enp1s0 <ootomo.h.x86@gmail.com>
Date: Thu, 5 Dec 2024 22:41:46 +0900
Subject: [PATCH 1/2] Fix sample codes

---
 cpp/include/raft/cluster/kmeans.cuh                 | 6 +++---
 cpp/include/raft/comms/std_comms.hpp                | 4 ++--
 cpp/include/raft/distance/distance-inl.cuh          | 2 +-
 cpp/include/raft/neighbors/epsilon_neighborhood.cuh | 4 ++--
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/cpp/include/raft/cluster/kmeans.cuh b/cpp/include/raft/cluster/kmeans.cuh
index 38318e8ec8..fa5db93a64 100644
--- a/cpp/include/raft/cluster/kmeans.cuh
+++ b/cpp/include/raft/cluster/kmeans.cuh
@@ -52,7 +52,7 @@ using KeyValueIndexOp = detail::KeyValueIndexOp<IndexT, DataT>;
  *   #include <raft/cluster/kmeans_types.hpp>
  *   using namespace raft::cluster;
  *   ...
- *   raft::raft::resources handle;
+ *   raft::resources handle;
  *   raft::cluster::KMeansParams params;
  *   int n_features = 15, inertia, n_iter;
  *   auto centroids = raft::make_device_matrix<float, int>(handle, params.n_clusters, n_features);
@@ -107,7 +107,7 @@ template <typename DataT, typename IndexT>
  *   #include <raft/cluster/kmeans_types.hpp>
  *   using namespace raft::cluster;
  *   ...
- *   raft::raft::resources handle;
+ *   raft::resources handle;
  *   raft::cluster::KMeansParams params;
  *   int n_features = 15, inertia, n_iter;
  *   auto centroids = raft::make_device_matrix<float, int>(handle, params.n_clusters, n_features);
@@ -175,7 +175,7 @@ template <typename DataT, typename IndexT>
  *   #include <raft/cluster/kmeans_types.hpp>
  *   using namespace raft::cluster;
  *   ...
- *   raft::raft::resources handle;
+ *   raft::resources handle;
  *   raft::cluster::KMeansParams params;
  *   int n_features = 15, inertia, n_iter;
  *   auto centroids = raft::make_device_matrix<float, int>(handle, params.n_clusters, n_features);
diff --git a/cpp/include/raft/comms/std_comms.hpp b/cpp/include/raft/comms/std_comms.hpp
index 667c8be285..8481360897 100644
--- a/cpp/include/raft/comms/std_comms.hpp
+++ b/cpp/include/raft/comms/std_comms.hpp
@@ -52,7 +52,7 @@ using std_comms = detail::std_comms;
  * #include <raft/core/device_mdarray.hpp>
  *
  * ncclComm_t nccl_comm;
- * raft::raft::resources handle;
+ * raft::resources handle;
  *
  * build_comms_nccl_only(&handle, nccl_comm, 5, 0);
  * ...
@@ -98,7 +98,7 @@ void build_comms_nccl_only(resources* handle, ncclComm_t nccl_comm, int num_rank
  * #include <raft/core/device_mdarray.hpp>
  *
  * ncclComm_t nccl_comm;
- * raft::raft::resources handle;
+ * raft::resources handle;
  * ucp_worker_h ucp_worker;
  * ucp_ep_h *ucp_endpoints_arr;
  *
diff --git a/cpp/include/raft/distance/distance-inl.cuh b/cpp/include/raft/distance/distance-inl.cuh
index 13c9d57efd..d5f8d1cfe1 100644
--- a/cpp/include/raft/distance/distance-inl.cuh
+++ b/cpp/include/raft/distance/distance-inl.cuh
@@ -366,7 +366,7 @@ void pairwise_distance(raft::resources const& handle,
  * #include <raft/random/make_blobs.cuh>
  * #include <raft/distance/distance.cuh>
  *
- * raft::raft::resources handle;
+ * raft::resources handle;
  * int n_samples = 5000;
  * int n_features = 50;
  *
diff --git a/cpp/include/raft/neighbors/epsilon_neighborhood.cuh b/cpp/include/raft/neighbors/epsilon_neighborhood.cuh
index bade4385fb..c2f531263d 100644
--- a/cpp/include/raft/neighbors/epsilon_neighborhood.cuh
+++ b/cpp/include/raft/neighbors/epsilon_neighborhood.cuh
@@ -76,7 +76,7 @@ void epsUnexpL2SqNeighborhood(bool* adj,
  *  #include <raft/core/resources.hpp>
  *  #include <raft/core/device_mdarray.hpp>
  *  using namespace raft::neighbors;
- *  raft::raft::resources handle;
+ *  raft::resources handle;
  *  ...
  *  auto adj = raft::make_device_matrix<bool>(handle, m * n);
  *  auto vd = raft::make_device_vector<int>(handle, m+1);
@@ -120,4 +120,4 @@ void eps_neighbors_l2sq(raft::resources const& handle,
 
 }  // namespace raft::neighbors::epsilon_neighborhood
 
-#endif
\ No newline at end of file
+#endif

From ace348f666ee6b2aac85df2ef4284d10207fb38f Mon Sep 17 00:00:00 2001
From: enp1s0 <ootomo.h.x86@gmail.com>
Date: Thu, 5 Dec 2024 22:52:56 +0900
Subject: [PATCH 2/2] Add `.view()`

---
 cpp/include/raft/cluster/kmeans.cuh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/cpp/include/raft/cluster/kmeans.cuh b/cpp/include/raft/cluster/kmeans.cuh
index fa5db93a64..ee1fc83a9b 100644
--- a/cpp/include/raft/cluster/kmeans.cuh
+++ b/cpp/include/raft/cluster/kmeans.cuh
@@ -61,7 +61,7 @@ using KeyValueIndexOp = detail::KeyValueIndexOp<IndexT, DataT>;
  *               params,
  *               X,
  *               std::nullopt,
- *               centroids,
+ *               centroids.view(),
  *               raft::make_scalar_view(&inertia),
  *               raft::make_scalar_view(&n_iter));
  * @endcode