MindSpore-GraphEngine/ge/analyzer/analyzer.cc

/**
 * Copyright 2019-2020 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 "analyzer.h"

#include <cstdlib>
#include <cstdio>
#include <iostream>

#include "framework/common/debug/ge_log.h"
#include "framework/common/util.h"
#include "graph/utils/graph_utils.h"
#include "graph/utils/node_utils.h"
#include "graph/utils/type_utils.h"

namespace ge {
using json = nlohmann::json;
using Status = ge::Status;
using ComputeGraph = ge::ComputeGraph;
using namespace analyzer;

namespace {
constexpr int kFileAuthority = 0640;
constexpr int kJsonDumpLevel = 4;

const std::string kFilePath = "./";
const std::string kAnalyzeFile = "ge_check_op.json";

const std::string kUnknownShape = "unknownshape";
const std::string kUnsupport = "unsupport";

const std::string kSessionId = "session_id";
const std::string kGraphId = "graph_id";
const std::string kOpInfo = "op_info";
const std::string kErrorType = "error_type";
const std::string kOpName = "name";
const std::string kOpType = "type";
const std::string kReason = "reason";
const std::string kInput = "input";
const std::string kOutput = "output";
const std::string kShape = "shape";
const std::string kDataType = "data_type";
const std::string kLayout = "layout";
const std::string kResult = "result";
const std::string kOp = "op";

std::map<analyzer::AnalyzeType, std::string> errors_map{{PARSER, "paser_error"},
                                                        {INFER_SHAPE, "infer_shape_error"},
                                                        {CHECKSUPPORT, "check_support_error"},
                                                        {GRAPH_OPTIMIZE, "graph_optimize_error"},
                                                        {GRAPH_PARTION, "graph_partion_error"},
                                                        {GRAPH_BUILDER, "graph_builder_error"}};
}  // namespace

Analyzer *Analyzer::GetInstance() {
  static Analyzer instance;
  return &instance;
}

Status Analyzer::BuildJsonObject(uint64_t session_id, uint64_t graph_id) {
  GELOGD("Start to build map. SessionId:%lu GraphId:%lu", session_id, graph_id);
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  auto iter = graph_infos_.find(session_id);
  if (iter == graph_infos_.end()) {
    auto p = new (std::nothrow) GraphInfo();
    GE_CHECK_NOTNULL(p);
    std::shared_ptr<GraphInfo> graph_info(p);
    std::map<uint64_t, std::shared_ptr<GraphInfo>> graph_map;
    graph_map[graph_id] = graph_info;
    graph_info->session_id = session_id;
    graph_info->graph_id = graph_id;
    graph_infos_.insert({session_id, graph_map});
  } else {
    auto iter1 = (iter->second).find(graph_id);
    if (iter1 == (iter->second).end()) {
      auto p = new (std::nothrow) GraphInfo();
      GE_CHECK_NOTNULL(p);
      std::shared_ptr<GraphInfo> graph_info(p);
      graph_info->session_id = session_id;
      graph_info->graph_id = graph_id;
      (iter->second).insert({graph_id, graph_info});
    } else {
      GELOGI("session_id:%lu graph_id:%lu already existed json object", session_id, graph_id);
    }
  }
  return SUCCESS;
}

ge::Status Analyzer::Initialize() {
  ClearHistoryFile();
  return CreateAnalyzerFile();
}

void Analyzer::Finalize() {
  GELOGD("Analyzer start to finalize!");
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  for (auto &session_resource : graph_infos_) {
    session_resource.second.clear();
  }
  graph_infos_.clear();

  std::lock_guard<std::mutex> lk(file_mutex_);
  if (json_file_.is_open()) {
    json_file_.close();
  }
}

void Analyzer::DestroySessionJsonObject(uint64_t session_id) {
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  auto iter = graph_infos_.find(session_id);
  if (iter == graph_infos_.end()) {
    GELOGW("can not find the stored object by session_id[%lu].Do nothing", session_id);
  } else {
    graph_infos_.erase(iter);
  }
}

void Analyzer::DestroyGraphJsonObject(uint64_t session_id, uint64_t graph_id) {
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  auto iter = graph_infos_.find(session_id);
  if (iter == graph_infos_.end()) {
    GELOGW("can not find the stored object by session_id[%lu].Do nothing", session_id);
  } else {
    auto iter1 = (iter->second).find(graph_id);
    if (iter1 == (iter->second).end()) {
      GELOGW("can not find the graph json object by session_id[%lu] and graph_id[%lu].Do nothing", session_id,
             graph_id);
    }
    (iter->second).erase(iter1);
  }
}

std::shared_ptr<GraphInfo> Analyzer::GetJsonObject(uint64_t session_id, uint64_t graph_id) {
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  auto iter = graph_infos_.find(session_id);
  if (iter == graph_infos_.end()) {
    GELOGE(PARAM_INVALID, "session_id:%lu does not exist!", session_id);
    return nullptr;
  } else {
    auto iter1 = (iter->second).find(graph_id);
    if (iter1 == (iter->second).end()) {
      GELOGE(PARAM_INVALID, "graph_id:%lu does not exist!", graph_id);
      return nullptr;
    }
    GELOGI("GetJsonObject Success!session_id:%lu graph_id:%lu", session_id, graph_id);
    return iter1->second;
  }
}

void Analyzer::ClearHistoryFile() {
  GELOGD("Analyzer start to clear history file!");

  // Remove history files
  int res = remove(json_file_name_.c_str());
  GELOGD("remove file %s, result:%d", json_file_name_.c_str(), res);
}

ge::Status Analyzer::CreateAnalyzerFile() {
  GELOGD("start to create analyzer file!");
  // Check whether the manifest exists, if not, create it.
  string real_path = RealPath(kFilePath.c_str());
  if (real_path.empty()) {
    GELOGE(FAILED, "File path is invalid.");
    return FAILED;
  }
  string file = real_path + "/" + kAnalyzeFile;
  GELOGD("Created analyzer file:[%s]", file.c_str());
  int fd = open(file.c_str(), O_WRONLY | O_CREAT | O_TRUNC, kFileAuthority);
  if (fd < 0) {
    GELOGE(INTERNAL_ERROR, "Fail to open the file: %s.", file.c_str());
    return INTERNAL_ERROR;
  }
  if (close(fd) != 0) {
    GELOGE(INTERNAL_ERROR, "Fail to close the file: %s.", file.c_str());
    return INTERNAL_ERROR;
  }
  json_file_name_ = file;

  GELOGD("success to create analyzer file[%s]!", json_file_name_.c_str());
  return SUCCESS;
}

ge::Status Analyzer::SaveAnalyzerDataToFile() {
  GELOGD("start to save analyze file!");
  std::lock_guard<std::mutex> lg(file_mutex_);
  json_file_.open(json_file_name_, std::ios::out);
  if (!json_file_.is_open()) {
    GELOGE(FAILED, "analyzer file does not exist[%s]", json_file_name_.c_str());
    return PARAM_INVALID;
  }

  std::lock_guard<std::recursive_mutex> lk(mutex_);
  for (auto &ele : graph_infos_) {
    for (auto &ele2 : ele.second) {
      json jsn;
      GraphInfoToJson(jsn, *(ele2.second));
      json_file_ << jsn.dump(kJsonDumpLevel) << std::endl;
    }
  }

  json_file_.close();
  return SUCCESS;
}

ge::Status Analyzer::DoAnalyze(DataInfo &data_info) {
  GELOGD("start to do analyzer!");

  auto pnode = data_info.node_ptr;
  GE_CHECK_NOTNULL(pnode);
  auto desc = pnode->GetOpDesc();
  GE_CHECK_NOTNULL(desc);
  // buff analyze data
  std::lock_guard<std::recursive_mutex> lg(mutex_);
  auto graph_info = GetJsonObject(data_info.session_id, data_info.graph_id);
  GE_CHECK_NOTNULL(graph_info);
  auto status = SaveOpInfo(desc, data_info, graph_info);
  if (status != SUCCESS) {
    GELOGE(status, "save op info failed!");
    return FAILED;
  }
  // save data to file
  return SaveAnalyzerDataToFile();
}

ge::Status Analyzer::SaveOpInfo(ge::OpDescPtr desc, DataInfo &data_info,
                                std::shared_ptr<analyzer::GraphInfo> graph_info) {
  auto iter = errors_map.find(data_info.analyze_type);
  if (iter == errors_map.end()) {
    return PARAM_INVALID;
  }
  OpInfo op_info;
  op_info.error_type = iter->second;
  op_info.op_name = desc->GetName();
  op_info.op_type = desc->GetType();
  op_info.reason = data_info.reason;

  for (const auto &ptr : desc->GetAllInputsDescPtr()) {
    TensorInfo tensor_info;
    tensor_info.shape = ptr->GetShape().GetDims();
    tensor_info.d_type = ge::TypeUtils::DataTypeToSerialString(ptr->GetDataType());
    tensor_info.layout = ge::TypeUtils::FormatToSerialString(ptr->GetFormat());
    op_info.input_info.emplace_back(tensor_info);
  }
  for (const auto &ptr : desc->GetAllOutputsDescPtr()) {
    TensorInfo tensor_info;
    tensor_info.shape = ptr->GetShape().GetDims();
    tensor_info.d_type = ge::TypeUtils::DataTypeToSerialString(ptr->GetDataType());
    tensor_info.layout = ge::TypeUtils::FormatToSerialString(ptr->GetFormat());
    op_info.output_info.emplace_back(tensor_info);
  }
  graph_info->op_info.emplace_back(op_info);

  return SUCCESS;
}

void Analyzer::TensorInfoToJson(json &j, const TensorInfo &tensor_info) {
  j[kShape] = tensor_info.shape;
  j[kDataType] = tensor_info.d_type;
  j[kLayout] = tensor_info.layout;
}

void Analyzer::OpInfoToJson(json &j, const OpInfo &op_info) {
  j[kErrorType] = op_info.error_type;
  j[kOpName] = op_info.op_name;
  j[kOpType] = op_info.op_type;
  j[kReason] = op_info.reason;
  for (size_t i = 0; i < op_info.input_info.size(); i++) {
    json json_tensor_info;
    TensorInfoToJson(json_tensor_info, op_info.input_info.at(i));
    j[kInput + std::to_string(i)] = json_tensor_info;
  }
  for (size_t i = 0; i < op_info.output_info.size(); i++) {
    json json_tensor_info;
    TensorInfoToJson(json_tensor_info, op_info.output_info.at(i));
    j[kOutput + std::to_string(i)] = json_tensor_info;
  }
}

void Analyzer::GraphInfoToJson(json &j, const GraphInfo &graph_info) {
  GELOGD("start to buff graph info!");
  j[kSessionId] = graph_info.session_id;
  j[kGraphId] = graph_info.graph_id;
  std::vector<json> json_op_infos;
  for (size_t i = 0; i < graph_info.op_info.size(); i++) {
    json json_op_info;
    OpInfoToJson(json_op_info, graph_info.op_info.at(i));
    json_op_infos.emplace_back(json_op_info);
  }
  j[kOp] = json_op_infos;
}
}  // namespace ge