opencv/modules/ts/include/opencv2/ts.hpp

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#ifndef OPENCV_TS_HPP
#define OPENCV_TS_HPP
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#ifndef __OPENCV_TESTS
#define __OPENCV_TESTS 1
#endif
#include "opencv2/opencv_modules.hpp"
#include "opencv2/core.hpp"
#include "opencv2/imgproc.hpp"
#include "opencv2/imgcodecs.hpp"
#include "opencv2/videoio.hpp"
#include "opencv2/highgui.hpp"
#include "opencv2/core/utility.hpp"
#include "opencv2/core/utils/trace.hpp"
#include "opencv2/core/hal/hal.hpp"
#include <stdarg.h> // for va_list
#include "cvconfig.h"
#include <cmath>
#include <vector>
#include <list>
#include <map>
#include <queue>
#include <string>
#include <iostream>
#include <fstream>
#include <iomanip>
#include <sstream>
#include <cstdio>
#include <iterator>
#include <limits>
#include <algorithm>
Merge pull request #20422 from fengyuentau:dnn_face Add DNN-based face detection and face recognition into modules/objdetect * Add DNN-based face detector impl and interface * Add a sample for DNN-based face detector * add recog * add notes * move samples from samples/cpp to samples/dnn * add documentation for dnn_face * add set/get methods for input size, nms & score threshold and topk * remove the DNN prefix from the face detector and face recognizer * remove default values in the constructor of impl * regenerate priors after setting input size * two filenames for readnet * Update face.hpp * Update face_recognize.cpp * Update face_match.cpp * Update face.hpp * Update face_recognize.cpp * Update face_match.cpp * Update face_recognize.cpp * Update dnn_face.markdown * Update dnn_face.markdown * Update face.hpp * Update dnn_face.markdown * add regression test for face detection * remove underscore prefix; fix warnings * add reference & acknowledgement for face detection * Update dnn_face.markdown * Update dnn_face.markdown * Update ts.hpp * Update test_face.cpp * Update face_match.cpp * fix a compile error for python interface; add python examples for face detection and recognition * Major changes for Vadim's comments: * Replace class name FaceDetector with FaceDetectorYN in related failes * Declare local mat before loop in modules/objdetect/src/face_detect.cpp * Make input image and save flag optional in samples/dnn/face_detect(.cpp, .py) * Add camera support in samples/dnn/face_detect(.cpp, .py) * correct file paths for regression test * fix convertion warnings; remove extra spaces * update face_recog * Update dnn_face.markdown * Fix warnings and errors for the default CI reports: * Remove trailing white spaces and extra new lines. * Fix convertion warnings for windows and iOS. * Add braces around initialization of subobjects. * Fix warnings and errors for the default CI systems: * Add prefix 'FR_' for each value name in enum DisType to solve the redefinition error for iOS compilation; Modify other code accordingly * Add bookmark '#tutorial_dnn_face' to solve warnings from doxygen * Correct documentations to solve warnings from doxygen * update FaceRecognizerSF * Fix the error for CI to find ONNX models correctly * add suffix f to float assignments * add backend & target options for initializing face recognizer * add checkeq for checking input size and preset size * update test and threshold * changes in response to alalek's comments: * fix typos in samples/dnn/face_match.py * import numpy before importing cv2 * add documentation to .setInputSize() * remove extra include in face_recognize.cpp * fix some bugs * Update dnn_face.markdown * update thresholds; remove useless code * add time suffix to YuNet filename in test * objdetect: update test code
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#include <set>
#ifndef OPENCV_32BIT_CONFIGURATION
# if defined(INTPTR_MAX) && defined(INT32_MAX) && INTPTR_MAX == INT32_MAX
# define OPENCV_32BIT_CONFIGURATION 1
# elif defined(_WIN32) && !defined(_WIN64)
# define OPENCV_32BIT_CONFIGURATION 1
# endif
#else
# if OPENCV_32BIT_CONFIGURATION == 0
# undef OPENCV_32BIT_CONFIGURATION
# endif
#endif
// most part of OpenCV tests are fit into 200Mb limit, but some tests are not:
// Note: due memory fragmentation real limits are usually lower on 20-25% (400Mb memory usage goes into mem_1Gb class)
#define CV_TEST_TAG_MEMORY_512MB "mem_512mb" // used memory: 200..512Mb - enabled by default
#define CV_TEST_TAG_MEMORY_1GB "mem_1gb" // used memory: 512Mb..1Gb - enabled by default
#define CV_TEST_TAG_MEMORY_2GB "mem_2gb" // used memory: 1..2Gb - enabled by default on 64-bit configuration (32-bit - disabled)
#define CV_TEST_TAG_MEMORY_6GB "mem_6gb" // used memory: 2..6Gb - disabled by default
#define CV_TEST_TAG_MEMORY_14GB "mem_14gb" // used memory: 6..14Gb - disabled by default
// Large / huge video streams or complex workloads
#define CV_TEST_TAG_LONG "long" // 5+ seconds on modern desktop machine (single thread)
#define CV_TEST_TAG_VERYLONG "verylong" // 20+ seconds on modern desktop machine (single thread)
// Large / huge video streams or complex workloads for debug builds
#define CV_TEST_TAG_DEBUG_LONG "debug_long" // 10+ seconds on modern desktop machine (single thread)
#define CV_TEST_TAG_DEBUG_VERYLONG "debug_verylong" // 40+ seconds on modern desktop machine (single thread)
// Lets skip processing of high resolution images via instrumentation tools (valgrind/coverage/sanitizers).
// It is enough to run lower resolution (VGA: 640x480) tests.
#define CV_TEST_TAG_SIZE_HD "size_hd" // 720p+, enabled
#define CV_TEST_TAG_SIZE_FULLHD "size_fullhd" // 1080p+, enabled (disable these tests for valgrind/coverage run)
#define CV_TEST_TAG_SIZE_4K "size_4k" // 2160p+, enabled (disable these tests for valgrind/coverage run)
// Other misc test tags
#define CV_TEST_TAG_TYPE_64F "type_64f" // CV_64F, enabled (disable these tests on low power embedded devices)
// Kernel-based image processing
#define CV_TEST_TAG_FILTER_SMALL "filter_small" // Filtering with kernels <= 3x3
#define CV_TEST_TAG_FILTER_MEDIUM "filter_medium" // Filtering with kernels: 3x3 < kernel <= 5x5
#define CV_TEST_TAG_FILTER_LARGE "filter_large" // Filtering with kernels: 5x5 < kernel <= 9x9
#define CV_TEST_TAG_FILTER_HUGE "filter_huge" // Filtering with kernels: > 9x9
// Other tests categories
#define CV_TEST_TAG_OPENCL "opencl" // Tests with OpenCL
#ifdef WINRT
#pragma warning(disable:4447) // Disable warning 'main' signature found without threading model
#endif
#ifdef _MSC_VER
#pragma warning( disable: 4503 ) // decorated name length exceeded, name was truncated
#endif
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#define GTEST_DONT_DEFINE_FAIL 0
#define GTEST_DONT_DEFINE_SUCCEED 0
#define GTEST_DONT_DEFINE_ASSERT_EQ 0
#define GTEST_DONT_DEFINE_ASSERT_NE 0
#define GTEST_DONT_DEFINE_ASSERT_LE 0
#define GTEST_DONT_DEFINE_ASSERT_LT 0
#define GTEST_DONT_DEFINE_ASSERT_GE 0
#define GTEST_DONT_DEFINE_ASSERT_GT 0
#define GTEST_DONT_DEFINE_TEST 0
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#ifndef GTEST_LANG_CXX11
#if __cplusplus >= 201103L || (defined(_MSVC_LANG) && !(_MSVC_LANG < 201103))
# define GTEST_LANG_CXX11 1
# define GTEST_HAS_TR1_TUPLE 0
# define GTEST_HAS_COMBINE 1
# endif
#endif
#if defined(__OPENCV_BUILD) && defined(__GNUC__) && __GNUC__ >= 5
//#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wsuggest-override"
#endif
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#if defined(__OPENCV_BUILD) && defined(__clang__) && ((__clang_major__*100 + __clang_minor__) >= 1301)
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Wdeprecated-copy"
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#pragma clang diagnostic ignored "-Winconsistent-missing-override"
#endif
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#include "opencv2/ts/ts_gtest.h"
#if defined(__OPENCV_BUILD) && defined(__GNUC__) && __GNUC__ >= 5
//#pragma GCC diagnostic pop
#endif
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#if defined(__OPENCV_BUILD) && defined(__clang__) && ((__clang_major__*100 + __clang_minor__) >= 1301)
#pragma clang diagnostic pop
#endif
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#include "opencv2/ts/ts_ext.hpp"
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#ifndef GTEST_USES_SIMPLE_RE
# define GTEST_USES_SIMPLE_RE 0
#endif
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#ifndef GTEST_USES_POSIX_RE
# define GTEST_USES_POSIX_RE 0
#endif
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#define PARAM_TEST_CASE(name, ...) struct name : testing::TestWithParam< testing::tuple< __VA_ARGS__ > >
#define GET_PARAM(k) testing::get< k >(GetParam())
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namespace cvtest
{
using std::vector;
using std::map;
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using std::string;
using std::stringstream;
using std::cout;
using std::cerr;
using std::endl;
using std::min;
using std::max;
using std::numeric_limits;
using std::pair;
using std::make_pair;
using testing::TestWithParam;
using testing::Values;
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using testing::ValuesIn;
using testing::Combine;
using cv::Mat;
using cv::Mat_;
using cv::UMat;
using cv::InputArray;
using cv::OutputArray;
using cv::noArray;
using cv::Range;
using cv::Point;
using cv::Rect;
using cv::Size;
using cv::Scalar;
using cv::RNG;
// Tuple stuff from Google Tests
using testing::get;
using testing::make_tuple;
using testing::tuple;
using testing::tuple_size;
using testing::tuple_element;
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namespace details {
class SkipTestExceptionBase: public cv::Exception
{
public:
SkipTestExceptionBase(bool handlingTags);
SkipTestExceptionBase(const cv::String& message, bool handlingTags);
};
}
class SkipTestException: public details::SkipTestExceptionBase
{
public:
int dummy; // workaround for MacOSX Xcode 7.3 bug (don't make class "empty")
SkipTestException() : details::SkipTestExceptionBase(false), dummy(0) {}
SkipTestException(const cv::String& message) : details::SkipTestExceptionBase(message, false), dummy(0) { }
};
/** Apply tag to the current test
Automatically apply corresponding additional tags (for example, 4K => FHD => HD => VGA).
If tag is in skip list, then SkipTestException is thrown
*/
void applyTestTag(const std::string& tag);
/** Run postponed checks of applied test tags
If tag is in skip list, then SkipTestException is thrown
*/
void checkTestTags();
void applyTestTag_(const std::string& tag);
static inline void applyTestTag(const std::string& tag1, const std::string& tag2)
{ applyTestTag_(tag1); applyTestTag_(tag2); checkTestTags(); }
static inline void applyTestTag(const std::string& tag1, const std::string& tag2, const std::string& tag3)
{ applyTestTag_(tag1); applyTestTag_(tag2); applyTestTag_(tag3); checkTestTags(); }
static inline void applyTestTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4)
{ applyTestTag_(tag1); applyTestTag_(tag2); applyTestTag_(tag3); applyTestTag_(tag4); checkTestTags(); }
static inline void applyTestTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4, const std::string& tag5)
{ applyTestTag_(tag1); applyTestTag_(tag2); applyTestTag_(tag3); applyTestTag_(tag4); applyTestTag_(tag5); checkTestTags(); }
/** Append global skip test tags
*/
void registerGlobalSkipTag(const std::string& skipTag);
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2)
{ registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); }
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2, const std::string& tag3)
{ registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); registerGlobalSkipTag(tag3); }
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4)
{ registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); registerGlobalSkipTag(tag3); registerGlobalSkipTag(tag4); }
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4,
const std::string& tag5)
{
registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); registerGlobalSkipTag(tag3); registerGlobalSkipTag(tag4);
registerGlobalSkipTag(tag5);
}
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4,
const std::string& tag5, const std::string& tag6)
{
registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); registerGlobalSkipTag(tag3); registerGlobalSkipTag(tag4);
registerGlobalSkipTag(tag5); registerGlobalSkipTag(tag6);
}
static inline void registerGlobalSkipTag(const std::string& tag1, const std::string& tag2, const std::string& tag3, const std::string& tag4,
const std::string& tag5, const std::string& tag6, const std::string& tag7)
{
registerGlobalSkipTag(tag1); registerGlobalSkipTag(tag2); registerGlobalSkipTag(tag3); registerGlobalSkipTag(tag4);
registerGlobalSkipTag(tag5); registerGlobalSkipTag(tag6); registerGlobalSkipTag(tag7);
}
class TS;
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int64 readSeed(const char* str);
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void randUni( RNG& rng, Mat& a, const Scalar& param1, const Scalar& param2 );
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inline unsigned randInt( RNG& rng )
{
return (unsigned)rng;
}
inline double randReal( RNG& rng )
{
return (double)rng;
}
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const char* getTypeName( int type );
int typeByName( const char* type_name );
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string vec2str(const string& sep, const int* v, size_t nelems);
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inline int clipInt( int val, int min_val, int max_val )
{
if( val < min_val )
val = min_val;
if( val > max_val )
val = max_val;
return val;
}
double getMinVal(int depth);
double getMaxVal(int depth);
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Size randomSize(RNG& rng, double maxSizeLog);
void randomSize(RNG& rng, int minDims, int maxDims, double maxSizeLog, vector<int>& sz);
int randomType(RNG& rng, cv::_OutputArray::DepthMask typeMask, int minChannels, int maxChannels);
Mat randomMat(RNG& rng, Size size, int type, double minVal, double maxVal, bool useRoi);
Mat randomMat(RNG& rng, const vector<int>& size, int type, double minVal, double maxVal, bool useRoi);
void add(const Mat& a, double alpha, const Mat& b, double beta,
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Scalar gamma, Mat& c, int ctype, bool calcAbs=false);
void multiply(const Mat& a, const Mat& b, Mat& c, double alpha=1);
void divide(const Mat& a, const Mat& b, Mat& c, double alpha=1);
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void convert(const Mat& src, cv::OutputArray dst, int dtype, double alpha=1, double beta=0);
void copy(const Mat& src, Mat& dst, const Mat& mask=Mat(), bool invertMask=false);
void set(Mat& dst, const Scalar& gamma, const Mat& mask=Mat());
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// working with multi-channel arrays
void extract( const Mat& a, Mat& plane, int coi );
void insert( const Mat& plane, Mat& a, int coi );
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// checks that the array does not have NaNs and/or Infs and all the elements are
// within [min_val,max_val). idx is the index of the first "bad" element.
int check( const Mat& data, double min_val, double max_val, vector<int>* idx );
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// modifies values that are close to zero
void patchZeros( Mat& mat, double level );
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void transpose(const Mat& src, Mat& dst);
void erode(const Mat& src, Mat& dst, const Mat& _kernel, Point anchor=Point(-1,-1),
int borderType=0, const Scalar& borderValue=Scalar());
void dilate(const Mat& src, Mat& dst, const Mat& _kernel, Point anchor=Point(-1,-1),
int borderType=0, const Scalar& borderValue=Scalar());
void filter2D(const Mat& src, Mat& dst, int ddepth, const Mat& kernel,
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Point anchor, double delta, int borderType,
const Scalar& borderValue=Scalar());
void copyMakeBorder(const Mat& src, Mat& dst, int top, int bottom, int left, int right,
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int borderType, const Scalar& borderValue=Scalar());
Mat calcSobelKernel2D( int dx, int dy, int apertureSize, int origin=0 );
Mat calcLaplaceKernel2D( int aperture_size );
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void initUndistortMap( const Mat& a, const Mat& k, const Mat& R, const Mat& new_a, Size sz, Mat& mapx, Mat& mapy, int map_type );
void initInverseRectificationMap( const Mat& a, const Mat& k, const Mat& R, const Mat& new_a, Size sz, Mat& mapx, Mat& mapy, int map_type );
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void minMaxLoc(const Mat& src, double* minval, double* maxval,
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vector<int>* minloc, vector<int>* maxloc, const Mat& mask=Mat());
double norm(InputArray src, int normType, InputArray mask=noArray());
double norm(InputArray src1, InputArray src2, int normType, InputArray mask=noArray());
Scalar mean(const Mat& src, const Mat& mask=Mat());
double PSNR(InputArray src1, InputArray src2);
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bool cmpUlps(const Mat& data, const Mat& refdata, int expMaxDiff, double* realMaxDiff, vector<int>* idx);
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// compares two arrays. max_diff is the maximum actual difference,
// success_err_level is maximum allowed difference, idx is the index of the first
// element for which difference is >success_err_level
// (or index of element with the maximum difference)
int cmpEps( const Mat& data, const Mat& refdata, double* max_diff,
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double success_err_level, vector<int>* idx,
bool element_wise_relative_error );
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// a wrapper for the previous function. in case of error prints the message to log file.
int cmpEps2( TS* ts, const Mat& data, const Mat& refdata, double success_err_level,
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bool element_wise_relative_error, const char* desc );
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int cmpEps2_64f( TS* ts, const double* val, const double* refval, int len,
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double eps, const char* param_name );
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void logicOp(const Mat& src1, const Mat& src2, Mat& dst, char c);
void logicOp(const Mat& src, const Scalar& s, Mat& dst, char c);
void min(const Mat& src1, const Mat& src2, Mat& dst);
void min(const Mat& src, double s, Mat& dst);
void max(const Mat& src1, const Mat& src2, Mat& dst);
void max(const Mat& src, double s, Mat& dst);
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void compare(const Mat& src1, const Mat& src2, Mat& dst, int cmpop);
void compare(const Mat& src, double s, Mat& dst, int cmpop);
void gemm(const Mat& src1, const Mat& src2, double alpha,
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const Mat& src3, double beta, Mat& dst, int flags);
void transform( const Mat& src, Mat& dst, const Mat& transmat, const Mat& shift );
double crossCorr(const Mat& src1, const Mat& src2);
void threshold( const Mat& src, Mat& dst, double thresh, double maxval, int thresh_type );
void minMaxIdx( InputArray _img, double* minVal, double* maxVal,
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Point* minLoc, Point* maxLoc, InputArray _mask );
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struct MatInfo
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{
MatInfo(const Mat& _m) : m(&_m) {}
const Mat* m;
};
std::ostream& operator << (std::ostream& out, const MatInfo& m);
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struct MatComparator
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{
public:
MatComparator(double maxdiff, int context);
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::testing::AssertionResult operator()(const char* expr1, const char* expr2,
const Mat& m1, const Mat& m2);
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double maxdiff;
double realmaxdiff;
vector<int> loc0;
int context;
};
class BaseTest;
class TS;
class BaseTest
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{
public:
// constructor(s) and destructor
BaseTest();
virtual ~BaseTest();
// the main procedure of the test
virtual void run( int start_from );
// the wrapper for run that cares of exceptions
virtual void safe_run( int start_from=0 );
const string& get_name() const { return name; }
// returns true if and only if the different test cases do not depend on each other
// (so that test system could get right to a problematic test case)
virtual bool can_do_fast_forward();
// deallocates all the memory.
// called by init() (before initialization) and by the destructor
virtual void clear();
protected:
int test_case_count; // the total number of test cases
// read test params
virtual int read_params( const cv::FileStorage& fs );
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// returns the number of tests or -1 if it is unknown a-priori
virtual int get_test_case_count();
// prepares data for the next test case. rng seed is updated by the function
virtual int prepare_test_case( int test_case_idx );
// checks if the test output is valid and accurate
virtual int validate_test_results( int test_case_idx );
// calls the tested function. the method is called from run_test_case()
virtual void run_func(); // runs tested func(s)
// updates progress bar
virtual int update_progress( int progress, int test_case_idx, int count, double dt );
// dump test case input parameters
virtual void dump_test_case(int test_case_idx, std::ostream* out);
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// finds test parameter
cv::FileNode find_param( const cv::FileStorage& fs, const char* param_name );
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// name of the test (it is possible to locate a test by its name)
string name;
// pointer to the system that includes the test
TS* ts;
};
/*****************************************************************************************\
* Information about a failed test *
\*****************************************************************************************/
struct TestInfo
{
TestInfo();
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// pointer to the test
BaseTest* test;
// failure code (TS::FAIL_*)
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int code;
// seed value right before the data for the failed test case is prepared.
uint64 rng_seed;
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// seed value right before running the test
uint64 rng_seed0;
// index of test case, can be then passed to BaseTest::proceed_to_test_case()
int test_case_idx;
};
/*****************************************************************************************\
* Base Class for test system *
\*****************************************************************************************/
// common parameters:
struct TSParams
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{
TSParams();
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// RNG seed, passed to and updated by every test executed.
uint64 rng_seed;
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// whether to use IPP, MKL etc. or not
bool use_optimized;
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// extensivity of the tests, scale factor for test_case_count
double test_case_count_scale;
};
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class TS
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{
TS();
virtual ~TS();
public:
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enum
{
NUL=0,
SUMMARY_IDX=0,
SUMMARY=1 << SUMMARY_IDX,
LOG_IDX=1,
LOG=1 << LOG_IDX,
CSV_IDX=2,
CSV=1 << CSV_IDX,
CONSOLE_IDX=3,
CONSOLE=1 << CONSOLE_IDX,
MAX_IDX=4
};
static TS* ptr();
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// initialize test system before running the first test
virtual void init( const string& modulename );
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// low-level printing functions that are used by individual tests and by the system itself
virtual void printf( int streams, const char* fmt, ... );
virtual void vprintf( int streams, const char* fmt, va_list arglist );
// updates the context: current test, test case, rng state
virtual void update_context( BaseTest* test, int test_case_idx, bool update_ts_context );
const TestInfo* get_current_test_info() { return &current_test_info; }
// sets information about a failed test
virtual void set_failed_test_info( int fail_code );
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virtual void set_gtest_status();
// test error codes
enum FailureCode
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{
// everything is Ok
OK=0,
// generic error: stub value to be used
// temporarily if the error's cause is unknown
FAIL_GENERIC=-1,
// the test is missing some essential data to proceed further
FAIL_MISSING_TEST_DATA=-2,
// the tested function raised an error via cxcore error handler
FAIL_ERROR_IN_CALLED_FUNC=-3,
// an exception has been raised;
// for memory and arithmetic exception
// there are two specialized codes (see below...)
FAIL_EXCEPTION=-4,
// a memory exception
// (access violation, access to missed page, stack overflow etc.)
FAIL_MEMORY_EXCEPTION=-5,
// arithmetic exception (overflow, division by zero etc.)
FAIL_ARITHM_EXCEPTION=-6,
// the tested function corrupted memory (no exception have been raised)
FAIL_MEMORY_CORRUPTION_BEGIN=-7,
FAIL_MEMORY_CORRUPTION_END=-8,
// the tested function (or test itself) do not deallocate some memory
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FAIL_MEMORY_LEAK=-9,
// the tested function returned invalid object, e.g. matrix, containing NaNs,
// structure with NULL or out-of-range fields (while it should not)
FAIL_INVALID_OUTPUT=-10,
// the tested function returned valid object, but it does not match
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// the original (or produced by the test) object
FAIL_MISMATCH=-11,
// the tested function returned valid object (a single number or numerical array),
// but it differs too much from the original (or produced by the test) object
FAIL_BAD_ACCURACY=-12,
// the tested function hung. Sometimes, it can be determined by unexpectedly long
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// processing time (in this case there should be possibility to interrupt such a function
FAIL_HANG=-13,
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// unexpected response on passing bad arguments to the tested function
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// (the function crashed, proceed successfully (while it should not), or returned
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// error code that is different from what is expected)
FAIL_BAD_ARG_CHECK=-14,
// the test data (in whole or for the particular test case) is invalid
FAIL_INVALID_TEST_DATA=-15,
// the test has been skipped because it is not in the selected subset of the tests to run,
// because it has been run already within the same run with the same parameters, or because
// of some other reason and this is not considered as an error.
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// Normally TS::run() (or overridden method in the derived class) takes care of what
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// needs to be run, so this code should not occur.
SKIPPED=1
};
// get RNG to generate random input data for a test
RNG& get_rng() { return rng; }
// returns the current error code
TS::FailureCode get_err_code() { return TS::FailureCode(current_test_info.code); }
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// returns the test extensivity scale
double get_test_case_count_scale() { return params.test_case_count_scale; }
const string& get_data_path() const { return data_path; }
// returns textual description of failure code
static string str_from_code( const TS::FailureCode code );
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std::vector<std::string> data_search_path;
std::vector<std::string> data_search_subdir;
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protected:
// these are allocated within a test to try to keep them valid in case of stack corruption
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RNG rng;
// information about the current test
TestInfo current_test_info;
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// the path to data files used by tests
string data_path;
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TSParams params;
std::string output_buf[MAX_IDX];
};
/*****************************************************************************************\
* Subclass of BaseTest for testing functions that process dense arrays *
\*****************************************************************************************/
class ArrayTest : public BaseTest
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{
public:
// constructor(s) and destructor
ArrayTest();
virtual ~ArrayTest();
virtual void clear() CV_OVERRIDE;
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protected:
virtual int read_params( const cv::FileStorage& fs ) CV_OVERRIDE;
virtual int prepare_test_case( int test_case_idx ) CV_OVERRIDE;
virtual int validate_test_results( int test_case_idx ) CV_OVERRIDE;
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virtual void prepare_to_validation( int test_case_idx );
virtual void get_test_array_types_and_sizes( int test_case_idx, vector<vector<Size> >& sizes, vector<vector<int> >& types );
virtual void fill_array( int test_case_idx, int i, int j, Mat& arr );
virtual void get_minmax_bounds( int i, int j, int type, Scalar& low, Scalar& high );
virtual double get_success_error_level( int test_case_idx, int i, int j );
bool cvmat_allowed;
bool iplimage_allowed;
bool optional_mask;
bool element_wise_relative_error;
int min_log_array_size;
int max_log_array_size;
enum { INPUT, INPUT_OUTPUT, OUTPUT, REF_INPUT_OUTPUT, REF_OUTPUT, TEMP, MASK, MAX_ARR };
vector<vector<void*> > test_array;
vector<vector<Mat> > test_mat;
float buf[4];
};
class BadArgTest : public BaseTest
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{
public:
// constructor(s) and destructor
BadArgTest();
virtual ~BadArgTest();
protected:
virtual int run_test_case( int expected_code, const string& descr );
virtual void run_func(void) CV_OVERRIDE = 0;
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int test_case_idx;
template<class F>
int run_test_case( int expected_code, const string& _descr, F f)
{
int errcount = 0;
bool thrown = false;
const char* descr = _descr.c_str() ? _descr.c_str() : "";
try
{
f();
}
catch(const cv::Exception& e)
{
thrown = true;
if( e.code != expected_code && e.code != cv::Error::StsAssert && e.code != cv::Error::StsError )
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{
ts->printf(TS::LOG, "%s (test case #%d): the error code %d is different from the expected %d\n",
descr, test_case_idx, e.code, expected_code);
errcount = 1;
}
}
catch(...)
{
thrown = true;
ts->printf(TS::LOG, "%s (test case #%d): unknown exception was thrown (the function has likely crashed)\n",
descr, test_case_idx);
errcount = 1;
}
if(!thrown)
{
ts->printf(TS::LOG, "%s (test case #%d): no expected exception was thrown\n",
descr, test_case_idx);
errcount = 1;
}
test_case_idx++;
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return errcount;
}
};
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extern uint64 param_seed;
struct DefaultRngAuto
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{
const uint64 old_state;
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DefaultRngAuto() : old_state(cv::theRNG().state) { cv::theRNG().state = cvtest::param_seed; }
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~DefaultRngAuto() { cv::theRNG().state = old_state; }
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DefaultRngAuto& operator=(const DefaultRngAuto&);
};
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// test images generation functions
void fillGradient(Mat& img, int delta = 5);
void smoothBorder(Mat& img, const Scalar& color, int delta = 3);
// Utility functions
void addDataSearchPath(const std::string& path);
void addDataSearchSubDirectory(const std::string& subdir);
/*! @brief Try to find requested data file
Search directories:
0. TS::data_search_path (search sub-directories are not used)
1. OPENCV_TEST_DATA_PATH environment variable
2. One of these:
a. OpenCV testdata based on build location: "./" + "share/OpenCV/testdata"
b. OpenCV testdata at install location: CMAKE_INSTALL_PREFIX + "share/OpenCV/testdata"
Search sub-directories:
- addDataSearchSubDirectory()
- modulename from TS::init()
*/
std::string findDataFile(const std::string& relative_path, bool required = true);
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/*! @brief Try to find requested data directory
@sa findDataFile
*/
std::string findDataDirectory(const std::string& relative_path, bool required = true);
// Test definitions
class SystemInfoCollector : public testing::EmptyTestEventListener
{
private:
virtual void OnTestProgramStart(const testing::UnitTest&);
};
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#ifndef __CV_TEST_EXEC_ARGS
#if defined(_MSC_VER) && (_MSC_VER <= 1400)
#define __CV_TEST_EXEC_ARGS(...) \
while (++argc >= (--argc,-1)) {__VA_ARGS__; break;} /*this ugly construction is needed for VS 2005*/
#else
#define __CV_TEST_EXEC_ARGS(...) \
__VA_ARGS__;
#endif
#endif
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void parseCustomOptions(int argc, char **argv);
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#define CV_TEST_INIT0_NOOP (void)0
#define CV_TEST_MAIN(resourcesubdir, ...) CV_TEST_MAIN_EX(resourcesubdir, NOOP, __VA_ARGS__)
#define CV_TEST_MAIN_EX(resourcesubdir, INIT0, ...) \
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int main(int argc, char **argv) \
{ \
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CV_TRACE_FUNCTION(); \
{ CV_TRACE_REGION("INIT"); \
using namespace cvtest; using namespace opencv_test; \
TS* ts = TS::ptr(); \
ts->init(resourcesubdir); \
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__CV_TEST_EXEC_ARGS(CV_TEST_INIT0_ ## INIT0) \
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::testing::InitGoogleTest(&argc, argv); \
::testing::UnitTest::GetInstance()->listeners().Append(new SystemInfoCollector); \
__CV_TEST_EXEC_ARGS(__VA_ARGS__) \
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parseCustomOptions(argc, argv); \
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} \
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return RUN_ALL_TESTS(); \
}
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// This usually only makes sense in perf tests with several implementations,
// some of which are not available.
#define CV_TEST_FAIL_NO_IMPL() do { \
::testing::Test::RecordProperty("custom_status", "noimpl"); \
FAIL() << "No equivalent implementation."; \
} while (0)
} //namespace cvtest
#include "opencv2/ts/ts_perf.hpp"
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namespace cvtest {
using perf::MatDepth;
using perf::MatType;
}
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#ifdef WINRT
#ifndef __FSTREAM_EMULATED__
#define __FSTREAM_EMULATED__
#include <stdlib.h>
#include <fstream>
#include <sstream>
#undef ifstream
#undef ofstream
#define ifstream ifstream_emulated
#define ofstream ofstream_emulated
namespace std {
class ifstream : public stringstream
{
FILE* f;
public:
ifstream(const char* filename, ios_base::openmode mode = ios_base::in)
: f(NULL)
{
string modeStr("r");
printf("Open file (read): %s\n", filename);
if (mode & ios_base::binary)
modeStr += "b";
f = fopen(filename, modeStr.c_str());
if (f == NULL)
{
printf("Can't open file: %s\n", filename);
return;
}
fseek(f, 0, SEEK_END);
size_t sz = ftell(f);
if (sz > 0)
{
char* buf = (char*) malloc(sz);
fseek(f, 0, SEEK_SET);
if (fread(buf, 1, sz, f) == sz)
{
this->str(std::string(buf, sz));
}
free(buf);
}
}
~ifstream() { close(); }
bool is_open() const { return f != NULL; }
void close()
{
if (f)
fclose(f);
f = NULL;
this->str("");
}
};
class ofstream : public stringstream
{
FILE* f;
public:
ofstream(const char* filename, ios_base::openmode mode = ios_base::out)
: f(NULL)
{
open(filename, mode);
}
~ofstream() { close(); }
void open(const char* filename, ios_base::openmode mode = ios_base::out)
{
string modeStr("w+");
if (mode & ios_base::trunc)
modeStr = "w";
if (mode & ios_base::binary)
modeStr += "b";
f = fopen(filename, modeStr.c_str());
printf("Open file (write): %s\n", filename);
if (f == NULL)
{
printf("Can't open file (write): %s\n", filename);
return;
}
}
bool is_open() const { return f != NULL; }
void close()
{
if (f)
{
fwrite(reinterpret_cast<const char *>(this->str().c_str()), this->str().size(), 1, f);
fclose(f);
}
f = NULL;
this->str("");
}
};
} // namespace std
#endif // __FSTREAM_EMULATED__
#endif // WINRT
namespace opencv_test {
using namespace cvtest;
using namespace cv;
#define CVTEST_GUARD_SYMBOL(name) \
class required_namespace_specificatin_here_for_symbol_ ## name {}; \
using name = required_namespace_specificatin_here_for_symbol_ ## name;
CVTEST_GUARD_SYMBOL(norm)
CVTEST_GUARD_SYMBOL(add)
CVTEST_GUARD_SYMBOL(multiply)
CVTEST_GUARD_SYMBOL(divide)
CVTEST_GUARD_SYMBOL(transpose)
CVTEST_GUARD_SYMBOL(copyMakeBorder)
CVTEST_GUARD_SYMBOL(filter2D)
CVTEST_GUARD_SYMBOL(compare)
CVTEST_GUARD_SYMBOL(minMaxIdx)
CVTEST_GUARD_SYMBOL(threshold)
extern bool required_opencv_test_namespace; // compilation check for non-refactored tests
}
#endif // OPENCV_TS_HPP