mindspore2022/mindspore/ccsrc/debug/data_dump/e2e_dump.cc

/**
 * Copyright 2020-2021 Huawei Technologies Co., Ltd
 *
 * 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.
 */

#include "debug/data_dump/e2e_dump.h"

#include <unistd.h>
#include <algorithm>
#include <map>
#include <vector>
#include "debug/data_dump/dump_json_parser.h"
#include "common/trans.h"
#include "debug/anf_ir_utils.h"
#include "debug/common.h"
#include "backend/session/anf_runtime_algorithm.h"
#include "utils/ms_context.h"
#include "runtime/device/kernel_runtime_manager.h"
#include "utils/config_manager.h"
#include "utils/file_utils.h"
#ifdef ENABLE_DEBUGGER
#include "debug/debug_services.h"
#include "debug/tensor_load.h"
#include "debug/debugger/debugger.h"
#endif

namespace mindspore {
bool E2eDump::IsDeviceTargetGPU() {
  auto context = MsContext::GetInstance();
  MS_EXCEPTION_IF_NULL(context);
  return context->get_param<std::string>(MS_CTX_DEVICE_TARGET) == kGPUDevice;
}

void E2eDump::DumpGPUMemToFile(const std::string &file_path, const std::string &original_kernel_name,
                               const device::DeviceAddress &addr, const ShapeVector &int_shapes,
                               const TypeId &host_type, const TypeId &device_type, bool trans_flag, size_t slot,
                               const Debugger *debugger) {
#ifdef ENABLE_DEBUGGER
  auto format = kOpFormat_DEFAULT;
  MS_EXCEPTION_IF_NULL(debugger);
  auto ret = debugger->DumpTensorToFile(original_kernel_name, trans_flag, file_path, format, int_shapes, host_type,
                                        device_type, addr.format(), slot);
  if (!ret) {
    MS_LOG(INFO) << "DumpTensorToFile Failed: flag:" << trans_flag << ", path:" << file_path
                 << ", host_format:" << format;
  }
#endif
}

void E2eDump::DumpOutput(const session::KernelGraph *graph, const std::string &dump_path, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(graph);
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (!dump_json_parser.OutputNeedDump()) {
    return;
  }
  MS_LOG(INFO) << "Start e2e dump output";
  bool trans_flag = dump_json_parser.trans_flag();
  const auto &apply_kernels = graph->execution_order();
  for (const auto &node : apply_kernels) {
    MS_EXCEPTION_IF_NULL(node);
    std::string kernel_name = GetKernelNodeName(node);
    if (!dump_json_parser.NeedDump(kernel_name)) {
      continue;
    }
    DumpJsonParser::GetInstance().MatchKernel(kernel_name);
    DumpOutputImpl(node, trans_flag, dump_path, &kernel_name, debugger);
  }
}

void E2eDump::DumpOutputSingleNode(const CNodePtr &node, const std::string &dump_path, const Debugger *debugger) {
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (!dump_json_parser.OutputNeedDump()) {
    return;
  }
  bool trans_flag = dump_json_parser.trans_flag();
  MS_EXCEPTION_IF_NULL(node);
  std::string kernel_name = GetKernelNodeName(node);
  if (!dump_json_parser.NeedDump(kernel_name)) {
    return;
  }
  DumpJsonParser::GetInstance().MatchKernel(kernel_name);
  DumpOutputImpl(node, trans_flag, dump_path, &kernel_name, debugger);
}

void E2eDump::DumpOutputImpl(const CNodePtr &node, bool trans_flag, const std::string &dump_path,
                             std::string *kernel_name, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(node);
  GetFileKernelName(NOT_NULL(kernel_name));
  auto output_size = AnfAlgo::GetOutputTensorNum(node);
  for (size_t j = 0; j < output_size; ++j) {
    if (!AnfAlgo::OutputAddrExist(node, j)) {
      continue;
    }
    auto addr = AnfAlgo::GetOutputAddr(node, j);
    MS_EXCEPTION_IF_NULL(addr);
    ShapeVector int_shapes;
    GetDumpIntShape(node, j, NOT_NULL(&int_shapes), trans_flag);
    auto type = AnfAlgo::GetOutputInferDataType(node, j);
    auto device_type = AnfAlgo::GetOutputDeviceDataType(node, j);
    std::string op_type = AnfAlgo::GetCNodeName(node);
    std::string op_name = GetOpNameWithoutScope(*kernel_name);
    uint32_t task_id = 0;
    uint32_t stream_id = 0;
    uint64_t timestamp = GetTimeStamp();
    std::string file_path = dump_path + '/' + op_type + '.' + op_name + '.' + std::to_string(task_id) + '.' +
                            std::to_string(stream_id) + '.' + std::to_string(timestamp) + ".output." +
                            std::to_string(j);
    if (IsDeviceTargetGPU()) {
      DumpGPUMemToFile(file_path, GetKernelNodeName(node), *addr, int_shapes, type, device_type, trans_flag, j,
                       debugger);
    } else {
      DumpMemToFile(file_path, *addr, int_shapes, type, trans_flag);
    }
  }
}

void E2eDump::DumpInput(const session::KernelGraph *graph, const std::string &dump_path, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(graph);
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (!dump_json_parser.InputNeedDump()) {
    return;
  }
  MS_LOG(INFO) << "Start e2e dump input";
  bool trans_flag = dump_json_parser.trans_flag();
  const auto &apply_kernels = graph->execution_order();
  for (const auto &node : apply_kernels) {
    MS_EXCEPTION_IF_NULL(node);
    std::string kernel_name = GetKernelNodeName(node);
    if (!dump_json_parser.NeedDump(kernel_name)) {
      continue;
    }
    DumpJsonParser::GetInstance().MatchKernel(kernel_name);
    DumpInputImpl(node, trans_flag, dump_path, &kernel_name, debugger);
  }
}

void E2eDump::DumpInputSingleNode(const CNodePtr &node, const std::string &dump_path, const Debugger *debugger) {
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (!dump_json_parser.InputNeedDump()) {
    return;
  }
  bool trans_flag = dump_json_parser.trans_flag();
  MS_EXCEPTION_IF_NULL(node);
  std::string kernel_name = GetKernelNodeName(node);
  if (!dump_json_parser.NeedDump(kernel_name)) {
    return;
  }
  DumpJsonParser::GetInstance().MatchKernel(kernel_name);
  DumpInputImpl(node, trans_flag, dump_path, &kernel_name, debugger);
}

void E2eDump::DumpInputImpl(const CNodePtr &node, bool trans_flag, const std::string &dump_path,
                            std::string *kernel_name, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(node);
  GetFileKernelName(NOT_NULL(kernel_name));
  auto input_size = AnfAlgo::GetInputTensorNum(node);
  for (size_t j = 0; j < input_size; ++j) {
    auto kernel_with_index = AnfAlgo::GetPrevNodeOutput(node, j);
    auto input = kernel_with_index.first;
    auto index = kernel_with_index.second;
    if (!AnfAlgo::OutputAddrExist(input, index)) {
      continue;
    }
    auto addr = AnfAlgo::GetOutputAddr(input, index);
    MS_EXCEPTION_IF_NULL(addr);

    std::string tensor_name = GetKernelNodeName(node);
    size_t slot = j;
    if (IsDeviceTargetGPU()) {
      auto input_kernel = node->input(j + 1);
      std::string input_kernel_name = GetKernelNodeName(input_kernel);
      tensor_name = input_kernel_name;
      slot = 0;
    }
    ShapeVector int_shapes;
    GetDumpIntShape(input, index, NOT_NULL(&int_shapes), trans_flag);
    auto type = AnfAlgo::GetOutputInferDataType(input, index);
    auto device_type = AnfAlgo::GetOutputDeviceDataType(input, index);
    std::string op_type = AnfAlgo::GetCNodeName(node);
    std::string op_name = GetOpNameWithoutScope(*kernel_name);
    uint64_t timestamp = GetTimeStamp();
    uint32_t task_id = 0;
    uint32_t stream_id = 0;
    std::string file_path = dump_path + '/' + op_type + '.' + op_name + '.' + std::to_string(task_id) + '.' +
                            std::to_string(stream_id) + '.' + std::to_string(timestamp) + ".input." + std::to_string(j);
    MS_EXCEPTION_IF_NULL(addr);
    if (IsDeviceTargetGPU()) {
      DumpGPUMemToFile(file_path, tensor_name, *addr, int_shapes, type, device_type, trans_flag, slot, debugger);
    } else {
      DumpMemToFile(file_path, *addr, int_shapes, type, trans_flag);
    }
  }
}

void E2eDump::DumpSingleAnfNode(const AnfNodePtr &anf_node, const size_t output_index, const std::string &dump_path,
                                bool trans_flag, std::map<std::string, size_t> *const_map, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(anf_node);
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if ((!anf_node->isa<Parameter>() && !anf_node->isa<ValueNode>()) || IsValueNode<StringImm>(anf_node)) {
    return;
  }
  std::string node_name = GetKernelNodeName(anf_node);
  std::string dump_name = node_name;
  if (anf_node->isa<ValueNode>()) {
    MS_EXCEPTION_IF_NULL(const_map);
    auto iter = const_map->find(node_name);
    if (iter == const_map->end()) {
      return;
    }
    dump_name = std::string("cst") + std::to_string(iter->second);
  }

  if (!dump_json_parser.NeedDump(node_name)) {
    return;
  }
  DumpJsonParser::GetInstance().MatchKernel(node_name);
  GetFileKernelName(NOT_NULL(&node_name));
  // check if output address exists, if not, return;
  if (!AnfAlgo::OutputAddrExist(anf_node, output_index)) {
    return;
  }
  auto addr = AnfAlgo::GetOutputAddr(anf_node, output_index);
  MS_EXCEPTION_IF_NULL(addr);
  ShapeVector int_shapes;
  GetDumpIntShape(anf_node, output_index, NOT_NULL(&int_shapes), trans_flag);
  auto type = AnfAlgo::GetOutputInferDataType(anf_node, output_index);
  auto device_type = AnfAlgo::GetOutputDeviceDataType(anf_node, output_index);
  uint64_t timestamp = GetTimeStamp();
  uint32_t task_id = 0;
  uint32_t stream_id = 0;
  std::string file_path = dump_path + "/Parameter." + dump_name + '.' + std::to_string(task_id) + '.' +
                          std::to_string(stream_id) + '.' + std::to_string(timestamp) + ".output.0";
  if (IsDeviceTargetGPU()) {
    DumpGPUMemToFile(file_path, node_name, *addr, int_shapes, type, device_type, trans_flag, 0, debugger);
  } else {
    DumpMemToFile(file_path, *addr, int_shapes, type, trans_flag);
  }
}

void E2eDump::DumpParametersAndConst(const session::KernelGraph *graph, const std::string &dump_path,
                                     const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(graph);
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (!dump_json_parser.OutputNeedDump()) {
    return;
  }
  MS_LOG(INFO) << "Start e2e dump parameters and Const values";
  bool trans_flag = dump_json_parser.trans_flag();
  std::map<std::string, size_t> const_map;
  GetConstantId(graph, &const_map);

  // dump parameters
  const auto &parameters = graph->inputs();
  for (auto &item : parameters) {
    DumpSingleAnfNode(item, PARAMETER_OUTPUT_INDEX, dump_path, trans_flag, &const_map, debugger);
  }
  // dump const values
  auto value_nodes = graph->graph_value_nodes();
  for (const auto &value_node : value_nodes) {
    DumpSingleAnfNode(value_node, VALUE_NODE_OUTPUT_INDEX, dump_path, trans_flag, &const_map, debugger);
  }
}

void E2eDump::UpdateIterDumpSetup(const session::KernelGraph *graph, bool sink_mode) {
  uint32_t graph_id = graph->graph_id();
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (IsDeviceTargetGPU()) {
    if (starting_graph_id == INT32_MAX) {
      starting_graph_id = graph_id;
    } else if (starting_graph_id == graph_id && !MsContext::GetInstance()->get_param<bool>(MS_CTX_ENABLE_MINDRT)) {
      // Update dump iter for mindrt runtime is done using UpdateIterGPUDump().
      // Update dump iter for GPU old runtime.
      dump_json_parser.UpdateDumpIter();
    }
    return;
  }
  // If device target is Ascend
  if (sink_mode && graph->IsDatasetGraph()) {
    MS_LOG(INFO) << "No need to update iteration for dataset graph.";
    return;
  }

  // In multi network scripts, dump iter is equal to the number of networks that have been executed so far.
  dump_json_parser.UpdateDumpIter();
}

void E2eDump::DumpSetup(const session::KernelGraph *graph) {
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  bool sink_mode = (ConfigManager::GetInstance().dataset_mode() || E2eDump::isDatasetGraph(graph));

  if (dump_json_parser.async_dump_enabled() || dump_json_parser.e2e_dump_enabled()) {
    UpdateIterDumpSetup(graph, sink_mode);
  }
}

void E2eDump::UpdateIterGPUDump() { DumpJsonParser::GetInstance().UpdateDumpIter(); }

void E2eDump::DumpRunIter(const KernelGraphPtr &graph, uint32_t rank_id) {
  auto &json_parser = DumpJsonParser::GetInstance();
  if (!(json_parser.async_dump_enabled() || json_parser.e2e_dump_enabled())) {
    return;
  }
  bool sink_mode = (ConfigManager::GetInstance().dataset_mode() || graph->IsDatasetGraph());
  auto iter_num = SizeToInt(LongToSize(ConfigManager::GetInstance().iter_num()));
  if (graph->IsDatasetGraph()) {
    MS_LOG(INFO) << "graph: " << graph->graph_id() << " is dataset graph, not creating graph history file.";
    return;
  }
  std::string execution_order_path = json_parser.path() + "/rank_" + std::to_string(rank_id) + "/execution_order/";
  std::string file_name_to_check =
    execution_order_path + "/ms_global_execution_order_graph_" + std::to_string(graph->graph_id()) + ".csv";
  auto real_path = Common::CreatePrefixPath(file_name_to_check);
  if (!real_path.has_value()) {
    MS_LOG(WARNING) << "Check file path: " << file_name_to_check << " failed.";
    return;
  }
  std::string file_name = real_path.value();
  ChangeFileMode(file_name, S_IWUSR);
  std::ofstream fout(file_name, std::ofstream::app);
  if (!fout.is_open()) {
    MS_LOG(WARNING) << "Open file for saving graph global execution order failed.";
    return;
  }
  if (sink_mode && json_parser.async_dump_enabled()) {
    // for async dump when sink_mode = true, cur_dump_iter() = current_epoch
    // dump history for all iterations in the epoch
    for (int i = 0; i < iter_num; i++) {
      fout << std::to_string(json_parser.cur_dump_iter() * iter_num + i) + "\n";
    }
  } else {
    fout << std::to_string(json_parser.cur_dump_iter()) + "\n";
  }
  fout.close();
  ChangeFileMode(file_name, S_IRUSR);
}

void E2eDump::DumpData(const session::KernelGraph *graph, uint32_t rank_id, const Debugger *debugger) {
  MS_EXCEPTION_IF_NULL(graph);
  bool success = false;
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  uint32_t graph_id = graph->graph_id();

  if (dump_json_parser.GetIterDumpFlag()) {
    MS_LOG(INFO) << "Start e2e dump. Current iteration is " << dump_json_parser.cur_dump_iter();
    MS_LOG(INFO) << "Current graph id is " << graph_id;
    std::string dump_path = GenerateDumpPath(graph_id, rank_id);

    DumpInput(graph, dump_path, debugger);
    DumpOutput(graph, dump_path, debugger);
    DumpParametersAndConst(graph, dump_path, debugger);
    success = true;
  }

  if (success) {
    MS_LOG(DEBUG) << "E2eDump Dump Data completed!";
  } else {
    MS_LOG(DEBUG) << "E2eDump Dump has not occurred!";
  }
}

bool E2eDump::DumpSingleNodeData(const CNodePtr &node, uint32_t graph_id, uint32_t rank_id, const Debugger *debugger) {
  bool success = false;
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (dump_json_parser.GetIterDumpFlag()) {
    std::string dump_path = GenerateDumpPath(graph_id, rank_id);
    DumpInputSingleNode(node, dump_path, debugger);
    DumpOutputSingleNode(node, dump_path, debugger);
    success = true;
  }
  return success;
}

bool E2eDump::DumpParametersAndConstData(const session::KernelGraph *graph, uint32_t rank_id,
                                         const Debugger *debugger) {
  bool success = false;
  uint32_t graph_id = graph->graph_id();
  auto &dump_json_parser = DumpJsonParser::GetInstance();
  if (dump_json_parser.GetIterDumpFlag()) {
    MS_LOG(INFO) << "DumpParametersAndConst. Current iteration is " << dump_json_parser.cur_dump_iter();
    MS_LOG(INFO) << "Current graph id is " << graph_id;
    std::string dump_path = GenerateDumpPath(graph_id, rank_id);
    DumpParametersAndConst(graph, dump_path, debugger);
    success = true;
  }
  return success;
}
bool E2eDump::isDatasetGraph(const session::KernelGraph *graph) {
  // check if there is GetNext or InitDataSetQueue node
  const auto &nodes = graph->execution_order();
  for (const auto &node : nodes) {
    auto node_name = AnfAlgo::GetCNodeName(node);
    if (node_name == prim::kPrimGetNext->name() || node_name == prim::kPrimInitDataSetQueue->name()) {
      return true;
    }
  }
  return false;
}

bool E2eDump::DumpDirExists(const std::string &dump_path) {
  DIR *dir = opendir(dump_path.c_str());
  if (dir != nullptr) {
    MS_LOG(INFO) << "Dump dir " << dump_path << " exists";
    if (closedir(dir) == -1) {
      MS_LOG(WARNING) << "Dump dir " << dump_path << " close failed!";
    }
    return true;
  }
  return false;
}
}  // namespace mindspore