Add allocator template parameter

include/cuco/detail/trie/trie.inl

@@ -20,9 +20,10 @@
 namespace cuco {
 namespace experimental {
 
-template <typename LabelType>
-constexpr trie<LabelType>::trie()
-  : num_keys_{0},
+template <typename LabelType, class Allocator>
+constexpr trie<LabelType, Allocator>::trie(Allocator const& allocator)
+  : allocator_{allocator},
+    num_keys_{0},
     num_nodes_{1},
     last_key_{},
     num_levels_{2},
@@ -37,15 +38,15 @@ constexpr trie<LabelType>::trie()
   levels_[0].labels_.push_back(root_label_);
 }
 
-template <typename LabelType>
-trie<LabelType>::~trie() noexcept(false)
+template <typename LabelType, class Allocator>
+trie<LabelType, Allocator>::~trie() noexcept(false)
 {
   if (d_levels_ptr_) { CUCO_CUDA_TRY(cudaFree(d_levels_ptr_)); }
   if (device_ptr_) { CUCO_CUDA_TRY(cudaFree(device_ptr_)); }
 }
 
-template <typename LabelType>
-void trie<LabelType>::insert(const std::vector<LabelType>& key) noexcept
+template <typename LabelType, class Allocator>
+void trie<LabelType, Allocator>::insert(const std::vector<LabelType>& key) noexcept
 {
   if (key == last_key_) { return; }           // Ignore duplicate keys
   assert(num_keys_ == 0 || key > last_key_);  // Keys are expected to be inserted in sorted order
@@ -95,8 +96,8 @@ void trie<LabelType>::insert(const std::vector<LabelType>& key) noexcept
   last_key_ = key;
 }
 
-template <typename LabelType>
-void trie<LabelType>::build() noexcept(false)
+template <typename LabelType, class Allocator>
+void trie<LabelType, Allocator>::build() noexcept(false)
 {
   // Perform build level-by-level for all levels, followed by a deep-copy from host to device
   size_type offset = 0;
@@ -125,13 +126,13 @@ void trie<LabelType>::build() noexcept(false)
   CUCO_CUDA_TRY(cudaMemcpy(device_ptr_, this, sizeof(trie<LabelType>), cudaMemcpyHostToDevice));
 }
 
-template <typename LabelType>
+template <typename LabelType, class Allocator>
 template <typename KeyIt, typename OffsetIt, typename OutputIt>
-void trie<LabelType>::lookup(KeyIt keys_begin,
-                             OffsetIt offsets_begin,
-                             OffsetIt offsets_end,
-                             OutputIt outputs_begin,
-                             cuda_stream_ref stream) const noexcept
+void trie<LabelType, Allocator>::lookup(KeyIt keys_begin,
+                                        OffsetIt offsets_begin,
+                                        OffsetIt offsets_end,
+                                        OutputIt outputs_begin,
+                                        cuda_stream_ref stream) const noexcept
 {
   auto num_keys = cuco::detail::distance(offsets_begin, offsets_end) - 1;
   if (num_keys == 0) { return; }
@@ -159,16 +160,17 @@ __global__ void trie_lookup_kernel(
   }
 }
 
-template <typename LabelType>
+template <typename LabelType, class Allocator>
 template <typename... Operators>
-auto trie<LabelType>::ref(Operators...) const noexcept
+auto trie<LabelType, Allocator>::ref(Operators...) const noexcept
 {
   static_assert(sizeof...(Operators), "No operators specified");
   return ref_type<Operators...>{device_ptr_};
 }
 
-template <typename LabelType>
-trie<LabelType>::level::level() : louds_{}, outs_{}, labels_{}, labels_ptr_{nullptr}, offset_{0}
+template <typename LabelType, class Allocator>
+trie<LabelType, Allocator>::level::level()
+  : louds_{}, outs_{}, labels_{}, labels_ptr_{nullptr}, offset_{0}
 {
 }
 

include/cuco/detail/trie/trie_ref.inl

@@ -1,18 +1,18 @@
 namespace cuco {
 namespace experimental {
 
-template <typename LabelType, typename... Operators>
-__host__ __device__ constexpr trie_ref<LabelType, Operators...>::trie_ref(
-  const trie<LabelType>* trie) noexcept
+template <typename LabelType, class Allocator, typename... Operators>
+__host__ __device__ constexpr trie_ref<LabelType, Allocator, Operators...>::trie_ref(
+  const trie<LabelType, Allocator>* trie) noexcept
   : trie_{trie}
 {
 }
 
 namespace detail {
 
-template <typename LabelType, typename... Operators>
-class operator_impl<op::trie_lookup_tag, trie_ref<LabelType, Operators...>> {
-  using ref_type  = trie_ref<LabelType, Operators...>;
+template <typename LabelType, class Allocator, typename... Operators>
+class operator_impl<op::trie_lookup_tag, trie_ref<LabelType, Allocator, Operators...>> {
+  using ref_type  = trie_ref<LabelType, Allocator, Operators...>;
   using size_type = size_t;
 
  public:

include/cuco/trie.cuh

@@ -25,11 +25,17 @@ namespace experimental {
  * @brief Trie class
  *
  * @tparam label_type type of individual characters of vector keys (eg. char or int)
+ * @tparam Allocator Type of allocator used for device storage
  */
-template <typename LabelType>
+template <typename LabelType, class Allocator = thrust::device_malloc_allocator<std::byte>>
 class trie {
  public:
-  constexpr trie();
+  /**
+   * @brief Constructs an empty trie
+   *
+   * @param allocator Allocator used for allocating device storage
+   */
+  constexpr trie(Allocator const& allocator = Allocator{});
   ~trie() noexcept(false);
 
   /**
@@ -88,6 +94,7 @@ class trie {
   [[nodiscard]] auto ref(Operators... ops) const noexcept;
 
  private:
+  Allocator allocator_;              ///< Allocator
   size_type num_keys_;               ///< Number of keys inserted into trie
   size_type num_nodes_;              ///< Number of internal nodes
   std::vector<LabelType> last_key_;  ///< Last key inserted into trie
@@ -110,7 +117,8 @@ class trie {
 
   template <typename... Operators>
   using ref_type =
-    cuco::experimental::trie_ref<LabelType, Operators...>;  ///< Non-owning container ref type
+    cuco::experimental::trie_ref<LabelType, Allocator, Operators...>;  ///< Non-owning container ref
+                                                                       ///< type
 
   // Mixins need to be friends with this class in order to access private members
   template <typename Op, typename Ref>

include/cuco/trie_ref.cuh

@@ -5,7 +5,7 @@
 namespace cuco {
 namespace experimental {
 
-template <typename LabelType>
+template <typename LabelType, class Allocator>
 class trie;
 
 /**
@@ -15,18 +15,19 @@ class trie;
  * @tparam LabelType Trie label type
  * @tparam Operators Device operator options defined in `include/cuco/operator.hpp`
  */
-template <typename LabelType, typename... Operators>
-class trie_ref : public detail::operator_impl<Operators, trie_ref<LabelType, Operators...>>... {
+template <typename LabelType, class Allocator, typename... Operators>
+class trie_ref
+  : public detail::operator_impl<Operators, trie_ref<LabelType, Allocator, Operators...>>... {
  public:
   /**
    * @brief Constructs trie_ref.
    *
    * @param trie Non-owning ref of trie
    */
-  __host__ __device__ explicit constexpr trie_ref(const trie<LabelType>* trie) noexcept;
+  __host__ __device__ explicit constexpr trie_ref(const trie<LabelType, Allocator>* trie) noexcept;
 
  private:
-  const trie<LabelType>* trie_;
+  const trie<LabelType, Allocator>* trie_;
 
   // Mixins need to be friends with this class in order to access private members
   template <typename Op, typename Ref>