Paddle/paddle/fluid/platform/enforce_test.cc

/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
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 <array>
#include <iostream>
#include <list>
#include <memory>
#include <set>

#include "gtest/gtest.h"
#include "paddle/fluid/platform/enforce.h"

TEST(ENFORCE, OK) {
  PADDLE_ENFORCE(true, "Enforce is ok %d now %f", 123, 0.345);
  size_t val = 1;
  const size_t limit = 10;
  PADDLE_ENFORCE(val < limit, "Enforce is OK too");
}

TEST(ENFORCE, FAILED) {
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE(false, "Enforce is not ok %d at all", 123);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Enforce is not ok 123 at all") !=
                std::string::npos);
  }
  EXPECT_TRUE(caught_exception);

  caught_exception = false;
  try {
    PADDLE_ENFORCE(false, "Enforce is not ok at all");
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Enforce is not ok at all") != std::string::npos);
  }
  EXPECT_TRUE(caught_exception);

  caught_exception = false;
  try {
    PADDLE_ENFORCE(false);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    EXPECT_NE(std::string(error.what()).find("  at "), 0UL);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE, NO_ARG_OK) {
  int a = 2;
  int b = 2;
  PADDLE_ENFORCE_EQ(a, b);
  // test enforce with extra message.
  PADDLE_ENFORCE_EQ(a, b, "some thing wrong %s", "info");
}

TEST(ENFORCE_EQ, NO_EXTRA_MSG_FAIL) {
  int a = 2;
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_EQ(a, 1 + 3, paddle::platform::errors::InvalidArgument(
                                    "the result is not equal correct result."));
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected a == 1 + 3, but received a:2 != 1 "
                            "+ 3:4.") != std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_EQ, EXTRA_MSG_FAIL) {
  int a = 2;
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_EQ(a, 1 + 3, paddle::platform::errors::InvalidArgument(
                                    "the result is not equal correct result."));
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(
        ex_msg.find("Expected a == 1 + 3, but received a:2 != 1 + 3:4.") !=
        std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_NE, OK) {
  PADDLE_ENFORCE_NE(1, 2);
  PADDLE_ENFORCE_NE(1.0, 2UL);
}
TEST(ENFORCE_NE, FAIL) {
  bool caught_exception = false;

  try {
    // 2UL here to check data type compatible
    PADDLE_ENFORCE_NE(1.0, 1UL);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected 1.0 != 1UL, but "
                            "received 1.0:1 == 1UL:1.") != std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_GT, OK) { PADDLE_ENFORCE_GT(2, 1); }
TEST(ENFORCE_GT, FAIL) {
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_GT(1, 2);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected 1 > 2, but received 1:1 <= 2:2.") !=
                std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_GE, OK) {
  PADDLE_ENFORCE_GE(2, 2);
  PADDLE_ENFORCE_GE(3, 2);
  PADDLE_ENFORCE_GE(3.21, 2.0);
}
TEST(ENFORCE_GE, FAIL) {
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_GE(1, 2);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected 1 >= 2, but received 1:1 < 2:2.") !=
                std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_LE, OK) {
  PADDLE_ENFORCE_LE(1, 1);
  PADDLE_ENFORCE_LE(1UL, 1UL);
  PADDLE_ENFORCE_LE(2, 3);
  PADDLE_ENFORCE_LE(2UL, 3UL);
  PADDLE_ENFORCE_LE(2.0, 3.2);
}
TEST(ENFORCE_LE, FAIL) {
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_GT(1, 2);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected 1 > 2, but received 1:1 <= 2:2.") !=
                std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_LT, OK) {
  PADDLE_ENFORCE_LT(3, 10);
  PADDLE_ENFORCE_LT(2UL, 3UL);
  PADDLE_ENFORCE_LT(2, 3);
}
TEST(ENFORCE_LT, FAIL) {
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_LT(1UL, 0.12);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("Expected 1UL < 0.12, but "
                            "received 1UL:1 >= 0.12:0.12.") !=
                std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

TEST(ENFORCE_NOT_NULL, OK) {
  int* a = new int;
  PADDLE_ENFORCE_NOT_NULL(a);
  delete a;
}
TEST(ENFORCE_NOT_NULL, FAIL) {
  bool caught_exception = false;
  try {
    int* a = nullptr;
    PADDLE_ENFORCE_NOT_NULL(a);
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("a should not be null") != std::string::npos);
  }
  EXPECT_TRUE(caught_exception);
}

struct Dims {
  size_t dims_[4];

  bool operator==(const Dims& o) const {
    for (size_t i = 0; i < 4; ++i) {
      if (dims_[i] != o.dims_[i]) return false;
    }
    return true;
  }
};

std::ostream& operator<<(std::ostream& os, const Dims& d) {
  for (size_t i = 0; i < 4; ++i) {
    if (i == 0) {
      os << "[";
    }
    os << d.dims_[i];
    if (i == 4 - 1) {
      os << "]";
    } else {
      os << ", ";
    }
  }
  return os;
}

TEST(ENFORCE_USER_DEFINED_CLASS, EQ) {
  Dims a{{1, 2, 3, 4}}, b{{1, 2, 3, 4}};
  PADDLE_ENFORCE_EQ(a, b);
}

TEST(ENFORCE_USER_DEFINED_CLASS, NE) {
  Dims a{{1, 2, 3, 4}}, b{{5, 6, 7, 8}};
  bool caught_exception = false;
  try {
    PADDLE_ENFORCE_EQ(a, b);
  } catch (paddle::platform::EnforceNotMet&) {
    caught_exception = true;
  }
  EXPECT_TRUE(caught_exception);
}

TEST(EOF_EXCEPTION, THROW_EOF) {
  bool caught_eof = false;
  try {
    PADDLE_THROW_EOF();
  } catch (paddle::platform::EOFException& error) {
    caught_eof = true;
    std::string ex_msg = error.what();
    EXPECT_TRUE(ex_msg.find("There is no next data.") != std::string::npos);
  }
  EXPECT_TRUE(caught_eof);
}

#ifdef PADDLE_WITH_CUDA
template <typename T>
bool CheckCudaStatusSuccess(T value, const std::string& msg = "success") {
  PADDLE_ENFORCE_CUDA_SUCCESS(value);
  return true;
}

template <typename T>
bool CheckCudaStatusFailure(T value, const std::string& msg) {
  try {
    PADDLE_ENFORCE_CUDA_SUCCESS(value);
    return false;
  } catch (paddle::platform::EnforceNotMet& error) {
    std::string ex_msg = error.what();
    return ex_msg.find(msg) != std::string::npos;
  }
}

TEST(enforce, cuda_success) {
  EXPECT_TRUE(CheckCudaStatusSuccess(cudaSuccess));
  EXPECT_TRUE(CheckCudaStatusFailure(cudaErrorInvalidValue, "Cuda error"));
  EXPECT_TRUE(CheckCudaStatusFailure(cudaErrorMemoryAllocation, "Cuda error"));

  EXPECT_TRUE(CheckCudaStatusSuccess(CURAND_STATUS_SUCCESS));
  EXPECT_TRUE(
      CheckCudaStatusFailure(CURAND_STATUS_VERSION_MISMATCH, "Curand error"));
  EXPECT_TRUE(
      CheckCudaStatusFailure(CURAND_STATUS_NOT_INITIALIZED, "Curand error"));

  EXPECT_TRUE(CheckCudaStatusSuccess(CUDNN_STATUS_SUCCESS));
  EXPECT_TRUE(
      CheckCudaStatusFailure(CUDNN_STATUS_NOT_INITIALIZED, "Cudnn error"));
  EXPECT_TRUE(CheckCudaStatusFailure(CUDNN_STATUS_ALLOC_FAILED, "Cudnn error"));

  EXPECT_TRUE(CheckCudaStatusSuccess(CUBLAS_STATUS_SUCCESS));
  EXPECT_TRUE(
      CheckCudaStatusFailure(CUBLAS_STATUS_NOT_INITIALIZED, "Cublas error"));
  EXPECT_TRUE(
      CheckCudaStatusFailure(CUBLAS_STATUS_INVALID_VALUE, "Cublas error"));
#if !defined(__APPLE__) && defined(PADDLE_WITH_NCCL)
  EXPECT_TRUE(CheckCudaStatusSuccess(ncclSuccess));
  EXPECT_TRUE(CheckCudaStatusFailure(ncclUnhandledCudaError, "Nccl error"));
  EXPECT_TRUE(CheckCudaStatusFailure(ncclSystemError, "Nccl error"));
#endif
}
#endif

struct CannotToStringType {
  explicit CannotToStringType(int num) : num_(num) {}

  bool operator==(const CannotToStringType& other) const {
    return num_ == other.num_;
  }

  bool operator!=(const CannotToStringType& other) const {
    return num_ != other.num_;
  }

 private:
  int num_;
};

TEST(enforce, cannot_to_string_type) {
  static_assert(
      !paddle::platform::details::CanToString<CannotToStringType>::kValue,
      "CannotToStringType must not be converted to string");
  static_assert(paddle::platform::details::CanToString<int>::kValue,
                "int can be converted to string");
  CannotToStringType obj1(3), obj2(4), obj3(3);

  PADDLE_ENFORCE_NE(obj1, obj2, "Object 1 is not equal to Object 2");
  PADDLE_ENFORCE_EQ(obj1, obj3, "Object 1 is equal to Object 3");

  std::string msg = "Compare obj1 with obj2";
  try {
    PADDLE_ENFORCE_EQ(obj1, obj2, msg);
  } catch (paddle::platform::EnforceNotMet& error) {
    std::string ex_msg = error.what();
    LOG(INFO) << ex_msg;
    EXPECT_TRUE(ex_msg.find(msg) != std::string::npos);
    EXPECT_TRUE(
        ex_msg.find("Expected obj1 == obj2, but received obj1 != obj2") !=
        std::string::npos);
  }

  msg = "Compare x with y";
  try {
    int x = 3, y = 2;
    PADDLE_ENFORCE_EQ(x, y, msg);
  } catch (paddle::platform::EnforceNotMet& error) {
    std::string ex_msg = error.what();
    LOG(INFO) << ex_msg;
    EXPECT_TRUE(ex_msg.find(msg) != std::string::npos);
    EXPECT_TRUE(ex_msg.find("Expected x == y, but received x:3 != y:2") !=
                std::string::npos);
  }

  std::set<int> set;
  PADDLE_ENFORCE_EQ(set.begin(), set.end());
  set.insert(3);
  PADDLE_ENFORCE_NE(set.begin(), set.end());

  std::list<float> list;
  PADDLE_ENFORCE_EQ(list.begin(), list.end());
  list.push_back(4);
  PADDLE_ENFORCE_NE(list.begin(), list.end());
}

TEST(GET_DATA_SAFELY_MACRO, SUCCESS) {
  int* a = new int(10);
  GET_DATA_SAFELY(a, "Input", "X", "dummy");
}

TEST(GET_DATA_SAFELY_MACRO, FAIL) {
  bool caught_exception = false;
  try {
    int* a = nullptr;
    GET_DATA_SAFELY(a, "Input", "X", "dummy");
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
  }
  EXPECT_TRUE(caught_exception);
}

TEST(OP_INOUT_CHECK_MACRO, SUCCESS) {
  OP_INOUT_CHECK(true, "Input", "X", "dummy");
}

TEST(OP_INOUT_CHECK_MACRO, FAIL) {
  bool caught_exception = false;
  try {
    OP_INOUT_CHECK(false, "Input", "X", "dummy");
  } catch (paddle::platform::EnforceNotMet& error) {
    caught_exception = true;
  }
  EXPECT_TRUE(caught_exception);
}