join.hpp

Go to the documentation of this file.

/*
 * Copyright (c) 2019-2024, NVIDIA CORPORATION.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
 
#pragma once
 
#include <cudf/ast/expressions.hpp>
#include <cudf/hashing.hpp>
#include <cudf/table/table_view.hpp>
#include <cudf/types.hpp>
#include <cudf/utilities/default_stream.hpp>
#include <cudf/utilities/span.hpp>
 
#include <rmm/cuda_stream_view.hpp>
#include <rmm/device_uvector.hpp>
#include <rmm/mr/device/per_device_resource.hpp>
 
#include <optional>
#include <utility>
#include <vector>
 
namespace cudf {
 
enum class has_nested : bool { YES, NO };
 
// forward declaration
namespace hashing::detail {
template <typename T>
class MurmurHash3_x86_32;
}  // namespace hashing::detail
namespace detail {
template <typename T>
class hash_join;
 
template <cudf::has_nested HasNested>
class distinct_hash_join;
}  // namespace detail
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
inner_join(cudf::table_view const& left_keys,
           cudf::table_view const& right_keys,
           null_equality compare_nulls         = null_equality::EQUAL,
           rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
left_join(cudf::table_view const& left_keys,
          cudf::table_view const& right_keys,
          null_equality compare_nulls         = null_equality::EQUAL,
          rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
full_join(cudf::table_view const& left_keys,
          cudf::table_view const& right_keys,
          null_equality compare_nulls         = null_equality::EQUAL,
          rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> left_semi_join(
  cudf::table_view const& left_keys,
  cudf::table_view const& right_keys,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> left_anti_join(
  cudf::table_view const& left_keys,
  cudf::table_view const& right_keys,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<cudf::table> cross_join(
  cudf::table_view const& left,
  cudf::table_view const& right,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
enum class nullable_join : bool { YES, NO };
 
class hash_join {
 public:
  using impl_type = typename cudf::detail::hash_join<
    cudf::hashing::detail::MurmurHash3_x86_32<cudf::hash_value_type>>;  
 
  hash_join() = delete;
  ~hash_join();
  hash_join(hash_join const&)            = delete;
  hash_join(hash_join&&)                 = delete;
  hash_join& operator=(hash_join const&) = delete;
  hash_join& operator=(hash_join&&)      = delete;
 
  hash_join(cudf::table_view const& build,
            null_equality compare_nulls,
            rmm::cuda_stream_view stream = cudf::get_default_stream());
 
  hash_join(cudf::table_view const& build,
            nullable_join has_nulls,
            null_equality compare_nulls,
            rmm::cuda_stream_view stream = cudf::get_default_stream());
 
  std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
            std::unique_ptr<rmm::device_uvector<size_type>>>
  inner_join(cudf::table_view const& probe,
             std::optional<std::size_t> output_size = {},
             rmm::cuda_stream_view stream           = cudf::get_default_stream(),
             rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource()) const;
 
  std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
            std::unique_ptr<rmm::device_uvector<size_type>>>
  left_join(cudf::table_view const& probe,
            std::optional<std::size_t> output_size = {},
            rmm::cuda_stream_view stream           = cudf::get_default_stream(),
            rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource()) const;
 
  std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
            std::unique_ptr<rmm::device_uvector<size_type>>>
  full_join(cudf::table_view const& probe,
            std::optional<std::size_t> output_size = {},
            rmm::cuda_stream_view stream           = cudf::get_default_stream(),
            rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource()) const;
 
  [[nodiscard]] std::size_t inner_join_size(
    cudf::table_view const& probe, rmm::cuda_stream_view stream = cudf::get_default_stream()) const;
 
  [[nodiscard]] std::size_t left_join_size(
    cudf::table_view const& probe, rmm::cuda_stream_view stream = cudf::get_default_stream()) const;
 
  std::size_t full_join_size(
    cudf::table_view const& probe,
    rmm::cuda_stream_view stream        = cudf::get_default_stream(),
    rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource()) const;
 
 private:
  const std::unique_ptr<impl_type const> _impl;
};
 
// TODO: `HasNested` to be removed via dispatching
template <cudf::has_nested HasNested>
class distinct_hash_join {
 public:
  distinct_hash_join() = delete;
  ~distinct_hash_join();
  distinct_hash_join(distinct_hash_join const&)            = delete;
  distinct_hash_join(distinct_hash_join&&)                 = delete;
  distinct_hash_join& operator=(distinct_hash_join const&) = delete;
  distinct_hash_join& operator=(distinct_hash_join&&)      = delete;
 
  distinct_hash_join(cudf::table_view const& build,
                     cudf::table_view const& probe,
                     nullable_join has_nulls      = nullable_join::YES,
                     null_equality compare_nulls  = null_equality::EQUAL,
                     rmm::cuda_stream_view stream = cudf::get_default_stream());
 
  std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
            std::unique_ptr<rmm::device_uvector<size_type>>>
  inner_join(rmm::cuda_stream_view stream        = cudf::get_default_stream(),
             rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource()) const;
 
  std::unique_ptr<rmm::device_uvector<size_type>> left_join(
    rmm::cuda_stream_view stream        = cudf::get_default_stream(),
    rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource()) const;
 
 private:
  using impl_type = typename cudf::detail::distinct_hash_join<HasNested>;  
 
  std::unique_ptr<impl_type> _impl;  
};
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
conditional_inner_join(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  std::optional<std::size_t> output_size = {},
  rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
conditional_left_join(table_view const& left,
                      table_view const& right,
                      ast::expression const& binary_predicate,
                      std::optional<std::size_t> output_size = {},
                      rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
conditional_full_join(table_view const& left,
                      table_view const& right,
                      ast::expression const& binary_predicate,
                      rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> conditional_left_semi_join(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  std::optional<std::size_t> output_size = {},
  rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> conditional_left_anti_join(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  std::optional<std::size_t> output_size = {},
  rmm::mr::device_memory_resource* mr    = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
mixed_inner_join(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls = null_equality::EQUAL,
  std::optional<std::pair<std::size_t, device_span<size_type const>>> output_size_data = {},
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
mixed_left_join(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls = null_equality::EQUAL,
  std::optional<std::pair<std::size_t, device_span<size_type const>>> output_size_data = {},
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::unique_ptr<rmm::device_uvector<size_type>>,
          std::unique_ptr<rmm::device_uvector<size_type>>>
mixed_full_join(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls = null_equality::EQUAL,
  std::optional<std::pair<std::size_t, device_span<size_type const>>> output_size_data = {},
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> mixed_left_semi_join(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls = null_equality::EQUAL,
  std::optional<std::pair<std::size_t, device_span<size_type const>>> output_size_data = {},
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::unique_ptr<rmm::device_uvector<size_type>> mixed_left_anti_join(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls = null_equality::EQUAL,
  std::optional<std::pair<std::size_t, device_span<size_type const>>> output_size_data = {},
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::size_t, std::unique_ptr<rmm::device_uvector<size_type>>> mixed_inner_join_size(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::size_t, std::unique_ptr<rmm::device_uvector<size_type>>> mixed_left_join_size(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::size_t, std::unique_ptr<rmm::device_uvector<size_type>>> mixed_left_semi_join_size(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::pair<std::size_t, std::unique_ptr<rmm::device_uvector<size_type>>> mixed_left_anti_join_size(
  table_view const& left_equality,
  table_view const& right_equality,
  table_view const& left_conditional,
  table_view const& right_conditional,
  ast::expression const& binary_predicate,
  null_equality compare_nulls         = null_equality::EQUAL,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::size_t conditional_inner_join_size(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::size_t conditional_left_join_size(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::size_t conditional_left_semi_join_size(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());
 
std::size_t conditional_left_anti_join_size(
  table_view const& left,
  table_view const& right,
  ast::expression const& binary_predicate,
  rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());  // end of group
}  // namespace cudf