/*!
 * Copyright 2017-2024 by Contributors
 * \file hist_synchronizer.h
 */
#ifndef PLUGIN_SYCL_TREE_HIST_SYNCHRONIZER_H_
#define PLUGIN_SYCL_TREE_HIST_SYNCHRONIZER_H_

#include <vector>

#include "../common/hist_util.h"
#include "expand_entry.h"

namespace xgboost {
namespace sycl {
namespace tree {

template <typename GradientSumT>
class HistUpdater;

template <typename GradientSumT>
class HistSynchronizer {
 public:
  virtual void SyncHistograms(HistUpdater<GradientSumT>* builder,
                              const std::vector<int>& sync_ids,
                              RegTree *p_tree) = 0;
  virtual ~HistSynchronizer() = default;
};

template <typename GradientSumT>
class BatchHistSynchronizer: public HistSynchronizer<GradientSumT> {
 public:
  void SyncHistograms(HistUpdater<GradientSumT>* builder,
                      const std::vector<int>& sync_ids,
                      RegTree *p_tree) override {
    builder->builder_monitor_.Start("SyncHistograms");
    const size_t nbins = builder->hist_builder_.GetNumBins();

    hist_sync_events_.resize(builder->nodes_for_explicit_hist_build_.size());
    for (int i = 0; i < builder->nodes_for_explicit_hist_build_.size(); i++) {
      const auto entry = builder->nodes_for_explicit_hist_build_[i];
      auto& this_hist = builder->hist_[entry.nid];

      if (!(*p_tree)[entry.nid].IsRoot()) {
        const size_t parent_id = (*p_tree)[entry.nid].Parent();
        auto& parent_hist = builder->hist_[parent_id];
        auto& sibling_hist = builder->hist_[entry.GetSiblingId(p_tree, parent_id)];
        hist_sync_events_[i] = common::SubtractionHist(builder->qu_, &sibling_hist, parent_hist,
                                                       this_hist, nbins, ::sycl::event());
      }
    }
    builder->qu_->wait_and_throw();

    builder->builder_monitor_.Stop("SyncHistograms");
  }

  std::vector<::sycl::event> GetEvents() const {
    return hist_sync_events_;
  }

 private:
  std::vector<::sycl::event> hist_sync_events_;
};

template <typename GradientSumT>
class DistributedHistSynchronizer: public HistSynchronizer<GradientSumT> {
 public:
  void SyncHistograms(HistUpdater<GradientSumT>* builder,
                      const std::vector<int>& sync_ids,
                      RegTree *p_tree) override {
    builder->builder_monitor_.Start("SyncHistograms");
    const size_t nbins = builder->hist_builder_.GetNumBins();
    for (int node = 0; node < builder->nodes_for_explicit_hist_build_.size(); node++) {
      const auto entry = builder->nodes_for_explicit_hist_build_[node];
      auto& this_hist = builder->hist_[entry.nid];
      // // Store posible parent node
      auto& this_local = builder->hist_local_worker_[entry.nid];
      common::CopyHist(builder->qu_, &this_local, this_hist, nbins);

      if (!(*p_tree)[entry.nid].IsRoot()) {
        const size_t parent_id = (*p_tree)[entry.nid].Parent();
        auto sibling_nid = entry.GetSiblingId(p_tree, parent_id);
        auto& parent_hist = builder->hist_local_worker_[parent_id];

        auto& sibling_hist = builder->hist_[sibling_nid];
        common::SubtractionHist(builder->qu_, &sibling_hist, parent_hist,
                                this_hist, nbins, ::sycl::event());
        builder->qu_->wait_and_throw();
        // Store posible parent node
        auto& sibling_local = builder->hist_local_worker_[sibling_nid];
        common::CopyHist(builder->qu_, &sibling_local, sibling_hist, nbins);
      }
    }
    builder->ReduceHists(sync_ids, nbins);

    ParallelSubtractionHist(builder, builder->nodes_for_explicit_hist_build_, p_tree);
    ParallelSubtractionHist(builder, builder->nodes_for_subtraction_trick_, p_tree);

    builder->builder_monitor_.Stop("SyncHistograms");
  }

  void ParallelSubtractionHist(HistUpdater<GradientSumT>* builder,
                               const std::vector<ExpandEntry>& nodes,
                               const RegTree * p_tree) {
    const size_t nbins = builder->hist_builder_.GetNumBins();
    for (int node = 0; node < nodes.size(); node++) {
      const auto entry = nodes[node];
      if (!((*p_tree)[entry.nid].IsLeftChild())) {
        auto& this_hist = builder->hist_[entry.nid];

        if (!(*p_tree)[entry.nid].IsRoot()) {
          const size_t parent_id = (*p_tree)[entry.nid].Parent();
          auto& parent_hist = builder->hist_[parent_id];
          auto& sibling_hist = builder->hist_[entry.GetSiblingId(p_tree, parent_id)];
          common::SubtractionHist(builder->qu_, &this_hist, parent_hist,
                                  sibling_hist, nbins, ::sycl::event());
          builder->qu_->wait_and_throw();
        }
      }
    }
  }

 private:
  std::vector<::sycl::event> hist_sync_events_;
};

}  // namespace tree
}  // namespace sycl
}  // namespace xgboost

#endif  // PLUGIN_SYCL_TREE_HIST_SYNCHRONIZER_H_