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AI-on-the-edge-device/code/test/components/jomjol-flowcontroll/test_flowpostprocessing.cpp
jomjol 2ed3f4aa40 Revert "Merge pull request #1167 from haverland/fix_analogtodigital" 
This reverts commit ba59c8ee66, reversing
changes made to 730006977c.
2022-10-14 18:12:11 +02:00

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#include <unity.h>
#include <ClassFlowPostProcessing.h>
#include <ClassFlowCNNGeneral.h>
#include <ClassFlowCNNGeneral.h>
#include <ClassFlowMakeImage.h>
void setUpClassFlowPostprocessing(void);
string process_doFlow(std::vector<float> analog, std::vector<float> digits, t_CNNType digType = Digital100,
bool checkConsistency=false, bool extendedResolution=false, int decimal_shift=0);
ClassFlowCNNGeneral* _analog;
ClassFlowCNNGeneral* _digit;
std::vector<ClassFlow*> FlowControll;
ClassFlowMakeImage* flowmakeimage;
class UnderTestPost : public ClassFlowPostProcessing {
public:
UnderTestPost(std::vector<ClassFlow*>* lfc, ClassFlowCNNGeneral *_analog, ClassFlowCNNGeneral *_digit)
: ClassFlowPostProcessing::ClassFlowPostProcessing(lfc, _analog, _digit) {}
using ClassFlowPostProcessing::InitNUMBERS;
};
UnderTestPost* undertestPost;
/**
* @brief Testet die doFlow-Methode von ClassFlowPostprocessing
* digits[] - enthält die liste der vom Model zurückgegebenen Ergebnisse (class100/cont) in der Reihenfolge von links nach rechts
* analog[] - enthält die Liste der Zeiger vom Model, wie bei den digits
* expected - enthält das erwartete Ergebnis, wobei der Dezimalpunkt genau zwischen digits und analog ist.
*
*/
void test_doFlow() {
/*
*
* digit1 = 1.2
* digit2 = 6.7
* analog1 = 9.5
* analog2 = 8.4
*
* Das Ergebnis sollte "16.984" sein. Bzw. 16.98 ohne Extended true
*/
std::vector<float> digits = { 1.2, 6.7};
std::vector<float> analogs = { 9.5, 8.4};
const char* expected = "16.98";
const char* expected_extended = "16.984";
std::string result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
/*
* https://github.com/jomjol/AI-on-the-edge-device/issues/921
*
* Das Ergebnis sollte "376529.6" sein.
*/
digits = { 3.0, 7.0, 6.0, 5.0, 2.5, 9.6};
analogs = { 6.4};
expected = "376529.6";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
/*
* https://github.com/jomjol/AI-on-the-edge-device/issues/921
*
* Das Ergebnis sollte "167734.6" sein. Bzw. 16.98 ohne Extended true
*/
digits = { 1.1, 6.0, 7.0, 7.0, 3.0, 4.6};
analogs = { 6.2};
expected = "167734.6";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
/*
* https://github.com/jomjol/AI-on-the-edge-device/issues/919
*
* Das Ergebnis sollte "58.96889" sein. Bzw. 16.98 ohne Extended true
*/
digits = { 5.0, 8.6};
analogs = { 9.8, 6.7, 8.9, 8.6, 9.8};
expected = "58.96889";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
/*
* https://github.com/jomjol/AI-on-the-edge-device/issues/921
*
* Das Ergebnis sollte "376529.6" sein. Bzw. 16.98 ohne Extended true
*/
digits = { 2.9, 7.0, 6.8, 9.9, 8.0, 3.9};
analogs = { 9.7};
expected = "377083.9";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
digits = { 1.1, 9.0, 4.0};
analogs = { 6.1, 2.6, 6.25, 9.7};
expected = "194.6259";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
digits = { 1.1, 9.0, 4.0};
analogs = { 8.1, 2.6, 6.25, 9.7};
expected = "194.8259";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
digits = { 1.1, 9.0, 4.0};
analogs = { 9.1, 2.6, 6.25, 9.7};
expected = "193.9259";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/discussions/950
digits = { 1.0, 9.0, 9.0};
analogs = { 7.1, 4.8, 8.3};
expected = "199.748";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/issues/948
digits = { 1.0, 9.0, 9.0};
analogs = { 7.1, 4.8, 8.3};
expected = "199.748";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/issues/942#issuecomment-1226966346
digits = { 0.0, 2.9, 3.0, 2.9, 3.5, 9.5};
analogs = { };
expected = "33330";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/issues/942#issuecomment-1226966346
digits = { 9.9, 2.8, 2.9, 2.9, 3.7, 9.7};
analogs = { };
expected = "33340";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/issues/942
digits = { 0.0, 9.9, 6.8, 9.9, 3.7, 0.8, 6.9, 8.7};
analogs = { };
expected = "704179";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// https://github.com/jomjol/AI-on-the-edge-device/issues/942#issuecomment-1228343319
digits = { 9.9, 6.8, 1.1, 4.7, 2.7, 6.0, 9.0, 2.8}; // changed 3.7 --> 2.7 (see picture in issue)
analogs = { };
expected = "7153693";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Analoger Übergang Zähler Jomjolcom/jomjol/AI-on-the-edge-device/issues/942#issuecomment-1228343319
digits = { 1.0, 9.0, 4.3}; // changed 3.7 --> 2.7 (see picture in issue)
analogs = { 8.9, 0.7, 8.9, 9.4 };
expected = "194.9089";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/issues/921#issuecomment-1229552041
digits = { 2.9, 7.0, 7.0, 9.1, 8.1, 8.5}; // 376.9884(1) als falsches Ergebnis
analogs = { 4.1 };
expected = "377988.4";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/issues/921#issuecomment-1233149877
digits = { 0.0, 0.0, 7.0, 8.9}; // 79.9999(6) als falsches Ergebnis
analogs = { 0.1, 0.1, 0.1, 9.6};
expected = "78.9999";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/issues/921#issuecomment-1236119370
digits = { 3.1, 9.1, 5.7}; // 9.1 führt zu falscher Erkennung eines unvollständigen Übergangs
analogs = { 8.8, 6.1, 3.0, 2.0};
expected = "395.8632";
result = process_doFlow(analogs, digits);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/discussions/950#discussion-4338615
digits = { 1.0, 9.0, 9.0}; // Übergang wurde um 1 erhöht (200, statt 199)
analogs = { 7.1, 4.8, 8.3};
expected = "199.748";
result = process_doFlow(analogs, digits, Digital);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// Fehler bei Rolling (2002-09-09)
// https://github.com/jomjol/AI-on-the-edge-device/issues/921#issuecomment-1242730397
digits = { 3.0, 2.0, 2.0, 8.0, 9.0, 4.0, 1.7, 9.8}; // falscher Wert 32290.420
analogs = { };
expected = "32289.420";
expected_extended= "32289.4198";
// FALSCH! wegen ungenügender Präzision von NUMBERS->Value
// expected_extended= "32289.4198";
// extendResolution=false, checkConsistency=false
result = process_doFlow(analogs, digits, Digital100, false, false, -3);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true, -3);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// checkConsistency=true und extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true, -3);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// Fehler Rolling (2022-09-10)
// not documented as issue
digits = { 0.0, 0.0, 7.9, 3.8}; // 84.99401 als falsches Ergebnis
analogs = { 0.0, 9.4, 4.1, 0.1};
expected = "83.9940";
expected_extended= "83.99401";
// checkConsistency=false
result = process_doFlow(analogs, digits, Digital100, false);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// checkConsistency=true
result = process_doFlow(analogs, digits, Digital100, true);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// checkConsistency=true und extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// Fehler Rolling (2022-09-10)
// https://github.com/jomjol/AI-on-the-edge-device/issues/994#issue-1368570945
digits = { 0.0, 0.0, 1.0, 2.0, 2.8, 1.9, 2.8, 5.6}; // 123245.6 als falsches Ergebnis
analogs = { };
expected = "123236";
expected_extended= "123235.6";
// checkConsistency=true
result = process_doFlow(analogs, digits, Digital100, false, false);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// checkConsistency=true
result = process_doFlow(analogs, digits, Digital100, true, false);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/discussions/950#discussioncomment-3661982
digits = { 3.0, 2.0, 4.1, 9.0, 4.0, 6.3, 9.2}; // 3249.459 als falsches Ergebnis
analogs = { };
expected = "3249.469";
expected_extended= "3249.4692";
// checkConsistency=true
result = process_doFlow(analogs, digits, Digital100, false, false, -3);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true, -3);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// Fehler bei V11.2.0
// https://github.com/jomjol/AI-on-the-edge-device/issues/1020#issue-1375648891
digits = { 0.0, 2.0, 6.1, 9.2}; // 259.9227 als falsches Ergebnis
analogs = { 9.0, 2.5, 2.9, 7.2};
expected = "269.9227";
expected_extended= "269.92272";
// extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, false);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// checkConsistency=false und extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
// Fehler bei V11.3.1
// https://github.com/jomjol/AI-on-the-edge-device/issues/1028#issuecomment-1250239481
digits = { 1.1, 6.0, 9.1, 3.0, 5.3, 9.4}; // 169.3493 als falsches Ergebnis
analogs = { 3.5};
expected = "169.3593";
expected_extended= "169.35935";
// extendResolution=false
result = process_doFlow(analogs, digits, Digital100, false, false, -3);
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
// checkConsistency=false und extendResolution=true
result = process_doFlow(analogs, digits, Digital100, false, true, -3);
TEST_ASSERT_EQUAL_STRING(expected_extended, result.c_str());
}
void setUpClassFlowPostprocessing(t_CNNType digType, t_CNNType anaType)
{
// wird im doFlow verwendet
flowmakeimage = new ClassFlowMakeImage(&FlowControll);
FlowControll.push_back(flowmakeimage);
// Die Modeltypen werden gesetzt, da keine Modelle verwendet werden.
_analog = new ClassFlowCNNGeneral(nullptr, anaType);
_digit = new ClassFlowCNNGeneral(nullptr, digType);
undertestPost = new UnderTestPost(&FlowControll, _analog, _digit);
}
std::string process_doFlow(std::vector<float> analog, std::vector<float> digits, t_CNNType digType,
bool checkConsistency, bool extendedResolution, int decimal_shift) {
// setup the classundertest
setUpClassFlowPostprocessing(digType, Analogue100);
printf("SetupClassFlowPostprocessing completed.\n");
// digits
if (digits.size()>0) {
general* gen_digit = _digit->GetGENERAL("default", true);
gen_digit->ROI.clear();
for (int i = 0; i<digits.size(); i++) {
roi* digitROI = new roi();
string name = "digit_" + std::to_string(i);
digitROI->name = name;
digitROI->result_klasse = (int) digits[i];
digitROI->result_float = digits[i];
gen_digit->ROI.push_back(digitROI);
}
}
// analog
if (analog.size()>0) {
general* gen_analog = _analog->GetGENERAL("default", true);
gen_analog->ROI.clear();
for (int i = 0; i<analog.size(); i++) {
roi* anaROI = new roi();
string name = "ana_" + std::to_string(i);
anaROI->name = name;
anaROI->result_float = analog[i];
gen_analog->ROI.push_back(anaROI);
}
}
printf("Setting up of ROIs completed.\n");
undertestPost->InitNUMBERS();
if (checkConsistency) {
printf("checkConsistency=true\n");
std::vector<NumberPost*>* NUMBERS = undertestPost->GetNumbers();
for (int _n = 0; _n < (*NUMBERS).size(); ++_n) {
printf("Setting checkConsistency on number: %d\n", _n);
(*NUMBERS)[_n]->checkDigitIncreaseConsistency = true;
}
}
if (extendedResolution ) {
std::vector<NumberPost*>* NUMBERS = undertestPost->GetNumbers();
for (int _n = 0; _n < (*NUMBERS).size(); ++_n) {
printf("Setting extendedResolution on number: %d\n", _n);
(*NUMBERS)[_n]->isExtendedResolution = true;
}
}
if (decimal_shift!=0) {
std::vector<NumberPost*>* NUMBERS = undertestPost->GetNumbers();
for (int _n = 0; _n < (*NUMBERS).size(); ++_n) {
printf("Setting decimal shift on number: %d to %d\n", _n, decimal_shift);
(*NUMBERS)[_n]->DecimalShift = decimal_shift;
(*NUMBERS)[_n]->DecimalShiftInitial = decimal_shift;
}
}
string time;
// run test
TEST_ASSERT_TRUE(undertestPost->doFlow(time));
return undertestPost->getReadout(0);
}
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