fixed imagaInput() it now passes all tests . . . again

imageInput.c

@@ -6,17 +6,334 @@
 #define BUFFER_SIZE 100
 #define FILE_HEADER_STRING "__info2_image_file_format__"
 
-// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
 
-// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
+// DONE Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
+unsigned int    readStatusInfo      (FILE *const source, GrayScaleImageSeries *const series, char *const headerString, int const sizeToRead, int const amountToRead);
+void            readImagedata       (FILE *const source, GrayScaleImageSeries *const series, int const amountToRead);
+unsigned int    checkHeaderString   (const char *const header);
+
+
+// DONE Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
 GrayScaleImageSeries *readImages(const char *path)
 {
     GrayScaleImageSeries    *series                                     = NULL;
+    FILE                    *readSource                                 = 0;
+    const unsigned int      sizeOfStausInfoElementsInBytes              = sizeof(unsigned short);
+    const unsigned int      amountOfStatusInfoToRead                    = 1;
+    unsigned int            numberOfBytesToRead                         = 0;
+    unsigned int            expectedHeader                              = 0;
+    char                    headerString[sizeof(FILE_HEADER_STRING)]    = "";
+
+    //int widthbuffer = 0;
+    //int heightbuffer = 0;
+    
+    
+    readSource = fopen(path, "rb");
+    
+    if (readSource != NULL)
+    {
+
+        //Speicheralloziierung komplett umschreichen!!!!!
+        //  done    Series reservieren mit größe einer grayscaleImageSeries
+        //  done    initiales image für statusinfos 
+        //  done    series->labels reservieren mit zahl count und größe int
+        //  done    für anzahl count series->images mit size of grayscaleImage 
+        //  done    für jedes image series->images[i].buffer mit zahl series->count *numberOfBytesToRead und size of unsigned Char 
+
+        /*
+        series                      = calloc(amountOfStatusInfoToRead, (3 * sizeof(unsigned int) + 3 * sizeof(headerString)));
+        series->images              = calloc(amountOfStatusInfoToRead, (2 * sizeof(unsigned int) + sizeof(headerString)));
+        // */
+
+        series = calloc(amountOfStatusInfoToRead, sizeof(GrayScaleImageSeries));
+
+        series->images = calloc(1, sizeof(GrayScaleImage));
+        
+        numberOfBytesToRead         = readStatusInfo(readSource, series, headerString, sizeOfStausInfoElementsInBytes, amountOfStatusInfoToRead);
+        
+        expectedHeader              = checkHeaderString(headerString);
+        
+        // printf("llu %llu\n", series->count * numberOfBytesToRead * sizeof(GrayScalePixelType));
+        // printf("count %d\n", series->count);
+        // series->images[0].buffer    = calloc(((series->count) * numberOfBytesToRead), sizeof(GrayScalePixelType));
+        series->images = realloc(series->images, series->count * sizeof(GrayScaleImage));
+        series->labels = calloc((series->count), sizeof(&(series->labels)));
+        
+        if (expectedHeader)
+        {
+            //widthbuffer = series->images->width;
+            //heightbuffer = series->images->height;
+
+            // reallocate memory so that each image width can be saved seperately
+            //series->images      = realloc(series->images, (series->count * (2 * sizeof(unsigned int) + sizeof(headerString))));
+            for (int i = 0; i < series->count; i++)
+            {
+                series->images[i].buffer = calloc(numberOfBytesToRead, sizeof(unsigned char));
+            }
+            
+
+            //series->images->width = widthbuffer;
+            //series->images->height = heightbuffer;
+
+            /*
+            for (int i = 1; i < series->count; i++)
+            {
+                (series->images + i * sizeof(series->images)) = calloc(1, (2 * sizeof(unsigned int) + sizeof(headerString)));
+            }
+                */
+            
+            for (int i = 0; i < series->count; i++)
+            {
+                // printf("hier1! \n");
+                series->images[i].width     = series->images->width;
+                // printf("hier2! \n");
+                series->images[i].height    = series->images->height;
+                // printf("hier2! \n");
+            }
+            
+            readImagedata(readSource, series, numberOfBytesToRead);
+            // printf("hier4! \n");
+            
+        }
+        else
+        {
+            series = NULL;
+        }
+        
+        fclose(readSource);
+    }
+    
     
     return series;
 }
 
-// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
+
+// DONE Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
 void clearSeries(GrayScaleImageSeries * series)
 {
+    int i = 0;
+    int j = 0;
+    // /*
+    // printf("Hier14!\n");
+    for (i = 0; i < series->count; i++)
+    {
+         /*
+        printf("Hier14.1\n");
+        printf("width: %d, height: %d\n", series->images[i].width, series->images[i].height);
+        // */
+        // /*
+        if (i >= 0)
+        {
+            for (j = 0; j < series->images[i].width * series->images[i].height; j++)
+            {
+                 /*
+                printf("Hier14.1.1\n");
+                printf("j: %d\n", j);
+                printf("buffer: %d\n", series->images[i].buffer[j]);
+                // */
+                series->images[i].buffer[j] = 0;
             }
+        }
+        // */
+        // printf("Hier14.2\n");
+        series->labels[i] = 0;
+        // printf("Hier14.3\n");
+        series->images[i].width = 0;
+        // printf("Hier14.4\n");
+        series->images[i].height = 0;  
+        // printf("Hier 14.5\n");
+    } // */
+    // printf("Hier15\n");
+    for (i = 0; i < series->count; i++)
+    {
+        free(series->images[i].buffer);
+        series->images[i].buffer = NULL;
+    }
+    // printf("Hier16\n");
+    free(series->labels);
+    series->labels = NULL;
+    free(series->images);
+    series->images = NULL;
+    free(series);
+    series = NULL;
+
+    /*
+    // Write NULL into all memory spaces
+
+    for (i = 0; i < series->count; i++)
+    {
+        for (j = 0; j < series->images[i].width * series->images[i].height; j++)
+        {
+            series->images[i].buffer[j] = 0;
+        }
+
+        series->labels[i] = 0;
+        series->images[i].width = 0;
+        series->images[i].height = 0;  
+    }
+
+    // free all pointer
+    for (i = 0; i < series->count; i++)
+    {
+        free(series->images[i].buffer);
+        series->images[i].buffer = NULL;
+    }
+
+    series->count = 0;
+
+    free(series->images);
+    series->images = NULL;
+    free(series->labels);
+    series->labels = NULL;
+    free(series);
+    series = NULL;
+    
+    printf("cleared\n");
+    */
+    
+    /*
+    // Write NULL into all memory spaces
+    for (i = 0; i < ((series->count) * (series->images->width) * (series->images->height) / 4); i++)
+    {   
+        *(series->images->buffer + i * 4 * (series->images->width) * (series->images->height)) = '\0';
+    }
+
+    for (i = 1; i < series->count; i++)
+    {
+        free(series->images[i].buffer);
+        series->images[i].buffer = NULL;
+    }
+    
+    for (i = 0; i < (series->count); i++)
+    {
+        *(series->labels + i) = '\0';
+    }
+    
+    series->count           = 0;
+    series->images->width   = 0;
+    series->images->height  = 0;
+    series->images          = 0;
+
+    // Closse all allocated memory
+    // AND write NULL into every pointer
+    // so they can't be accessed
+
+    free(series->images->buffer);
+    series->images->buffer  = NULL;
+    free(series->labels);
+    series->labels          = NULL;
+    free(series->images);
+    series->images          = NULL;
+    free(series);
+    series                  = NULL;
+    */
+}
+
+
+//  reads headerString, pictureCount, pictureWidth, pictureHight
+unsigned int readStatusInfo(FILE *const source, GrayScaleImageSeries *const series, char *const headerString, int const sizeToRead, int const amountToRead)
+{
+    unsigned int bytesToRead = 0;
+
+
+    fread(headerString,                 sizeof(FILE_HEADER_STRING) - 1,     amountToRead, source);
+    fread(&(series->count),             sizeToRead,                         amountToRead, source);
+    fread(&(series->images->width),     sizeToRead,                         amountToRead, source);
+    fread(&(series->images->height),    sizeToRead,                         amountToRead, source);
+
+    bytesToRead = (series->images->width) * (series->images->height);
+
+
+    return bytesToRead;
+}
+
+
+//  reads the imagebytes and the label of all images
+void readImagedata(FILE *const source, GrayScaleImageSeries *const series, int const amountToRead)
+{
+    int i           = 0;
+
+    for (i = 0; i < series->count ; i++)
+    {       
+        // int numbreadbuffer = 0;
+        // int numbreadlabel = 0;
+        // labelbuffer = 0;
+        // printf("amount11 %d\n", amountToRead);
+        // gedanke: &(series->images[i].buffer)
+        // geht: &(series->images->buffer[0]) +i*36)
+        // geht nicht: &series->images[i].buffer
+        // printf("amountToRead: %d\n", amountToRead);
+        /* numbreadbuffer = */ fread(&series->images[i].buffer[0],  1, amountToRead,   source);
+        
+        //    /*
+        if (feof(source))
+        {
+            printf("EOF!! buffer\n");
+        }
+        if (ferror(source))
+        {
+            printf("ERROR!!! buffer\n");
+        }
+        // */
+        
+        /* numbreadlabel = */ fread(&series->labels[i],         sizeof(*series->images->buffer), sizeof(*series->labels),   source);
+        //   /*
+        if (feof(source))
+        {
+            printf("EOF!!\n label");
+        }
+                if (ferror(source))
+        {
+            printf("ERROR!!! label\n");
+        }
+        // */
+         /*
+        printf("numbreadbuffer: %d\n", numbreadbuffer);
+        printf("numbreadlabel: %d\n", numbreadlabel);
+        
+        printf("label %d: %d\n", i, series->labels[i]);
+        // */
+        // fread(&(series->labels[i]),         sizeof(*series->images->buffer), sizeof(*series->labels),   source);
+
+        
+        // print complete imagebuffer
+         /*
+        int k = 0;
+        for (int j = 0; j < amountToRead; j++)
+        {
+            printf("%x", series->images[i].buffer[j]);
+            k++;
+            if (k >= 9)
+            {
+                printf("\n");
+                k = 0;
+            }
+            
+        }
+        printf("\n");
+        // */
+        
+    }
+}
+
+
+// checks if the read headerString matches the expected headerString
+unsigned int checkHeaderString(const char *const header)
+{
+    int i                                           = 0;
+    int notIdenticall                               = 0;
+    char expectedHeader[sizeof(FILE_HEADER_STRING)] = FILE_HEADER_STRING;
+
+
+    for (i = 0; i < sizeof(FILE_HEADER_STRING); i++)
+    {
+        if (header[i] != expectedHeader[i])
+        {
+            notIdenticall = 1;
+        }
+    }
+    
+
+    return !notIdenticall;
+}
+

imageInputTests.c

@@ -14,7 +14,6 @@ static void prepareImageFile(const char *path, unsigned short int width, unsigne
     {
         const char *fileTag = "__info2_image_file_format__";
         GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
-
         if(zeroBuffer != NULL)
         {
             fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);

makefile

@@ -18,8 +18,8 @@ unityfolder = ./unity
 # --------------------------
 # Initiales Programm bauen (zum ausprobieren)
 # --------------------------
-mnist_initial: $(BINARIES)/libmnist_complete.a
+#mnist_initial: $(BINARIES)/libmnist_complete.a
-	$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
+#	$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
 
 # --------------------------
 # Selbst implementiertes Programm bauen

matrix.c

@@ -41,6 +41,7 @@ void clearMatrix(Matrix *matrix)
 
 void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
 {
+    // printf("hier0\n");
     if(matrix.buffer == NULL)
     {
         // printf("Fehler beim Setzen! Matrix nicht initialisiert");
@@ -52,8 +53,9 @@ void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned
         // printf("Ungueltige Indizes beim Setzen!\n");
         return;
     }
-
+    // printf("hier1\n");
     matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
+    // printf("hier2\n");
 }
 
 MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)

neuralNetwork.c

@@ -170,7 +170,7 @@ NeuralNetwork loadModel(const char *path)
 
 static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
 {
-    Matrix matrix = {NULL, 0, 0};
+    Matrix matrix = {/*NULL,*/ 0, 0, NULL};
 
     if(count > 0 && images != NULL)
     {
@@ -182,6 +182,7 @@ static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], un
             {
                 for(int j = 0; j < images[i].width * images[i].height; j++)
                 {
+                    // printf("i %d, j %d \n", i,j);
                     setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
                 }
             }

neuralNetworkTests.c

@@ -5,10 +5,45 @@
 #include "unity.h"
 #include "neuralNetwork.h"
 
+#define FILE_HEADER_STRING "__info2_neural_network_file_format__" 
 
 static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
 {
     // TODO
+    
+    FILE *f = fopen(path, "wb");
+    if (!f) return;
+
+    fwrite(FILE_HEADER_STRING, sizeof(char), strlen(FILE_HEADER_STRING), f);
+
+    int inputDim = nn.layers[0].weights.cols;
+    int outputDim = nn.layers[0].weights.rows;
+
+    fwrite(&inputDim, sizeof(int), 1, f);
+    fwrite(&outputDim, sizeof(int), 1, f);
+
+    for (int i = 0; i < nn.numberOfLayers; i++)
+    {
+        Matrix weights = nn.layers[i].weights;
+        Matrix biases  = nn.layers[i].biases;
+
+        int numWeightValues = weights.rows * weights.cols;
+        int numBiasValues   = biases.rows * biases.cols;
+
+        fwrite(weights.buffer, sizeof(MatrixType), numWeightValues, f);
+        fwrite(biases.buffer, sizeof(MatrixType), numBiasValues, f);
+
+        if (i < nn.numberOfLayers - 1)
+        {
+            int nextOutputDim = nn.layers[i + 1].weights.rows;
+            fwrite(&nextOutputDim, sizeof(int), 1, f);
+        }
+    }
+
+    int endMarker = 0;
+    fwrite(&endMarker, sizeof(int), 1, f);
+
+    fclose(f);
 }
 
 void test_loadModelReturnsCorrectNumberOfLayers(void)