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boonnano 1
C++ library giving usage access to the Boon Logic Nano technology
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boonnano 1
C++ library giving usage access to the Boon Logic Nano technology
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Main class of processing data. More...
#include <boonnano.h>
Public Member Functions | |
| CBoonNano (CNanoBackend *NanoBackend=nullptr) | |
| Initialize nano. | |
| int | ClusterData (float *Pattern, CClusterStats *AdvancedAnalytics=nullptr) |
| Cluster float pattern. | |
| void | ClusterData (float *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster float patterns. | |
| uint32_t | ClusterData (float *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, uint32_t StepCount, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster overlapping float patterns. | |
| int | ClusterData (int16_t *Pattern, CClusterStats *AdvancedAnalytics=nullptr) |
| Cluster int16 pattern. | |
| void | ClusterData (int16_t *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster int16 patterns. | |
| uint32_t | ClusterData (int16_t *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, uint32_t StepCount, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster overlapping int16 patterns. | |
| int | ClusterData (uint16_t *Pattern, CClusterStats *AdvancedAnalytics=nullptr) |
| Cluster uint16 pattern. | |
| void | ClusterData (uint16_t *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster uint16 patterns. | |
| uint32_t | ClusterData (uint16_t *PatternBuffer, uint32_t NumPatterns, int *ResultBuffer, uint32_t StepCount, CClusterStats *AdvancedAnalyticsBuffer=nullptr) |
| Cluster overlapping uint16 patterns. | |
| uint32_t | GetAnomalyIndex (int ID) |
| Get anomaly index for cluster. | |
| uint64_t | GetClusterSize (int ID) const |
| Get number of patterns in the cluster. | |
| uint16_t | GetCurrentClusterCount () const |
| Get last error message. | |
| uint32_t | GetDistanceIndex (int ID) |
| Get the distance index for the cluster. | |
| char * | GetErrorMessage () |
| uint32_t | GetFrequencyIndex (int ID) |
| Get cluster frequency. | |
| bool | GetGhostClusterEnabled () const |
| Whether or not new clusters can be created. | |
| uint64_t | GetInferenceCountWhenClusterWasCreated (int ID) const |
| Get the start index of the cluster. | |
| float | GetInterClusterDistance (int ID1, int ID2) |
| Get distance between two clusters. | |
| bool | GetLearningMode () const |
| Whether or not new clusters can be created. | |
| uint16_t | GetMaxClusters () const |
| Get maximum number of clusters allowed. | |
| bool | GetNanoClippingDetection () const |
| Whether or not a new cluster can trigger on out of bounds. | |
| CNanoConfigParameters & | GetNanoConfig () |
| Get configuration. | |
| int | GetNearestNeighbor (float *Pattern, float &Confidence) |
| Get closest cluster to the pattern (float) | |
| int | GetNearestNeighbor (int ID) |
| Get nearest cluster. | |
| int | GetNearestNeighbor (int16_t *Pattern, float &Confidence) |
| Get closest cluster to the pattern (int16) | |
| int | GetNearestNeighbor (uint16_t *Pattern, float &Confidence) |
| Get closest cluster to the pattern (uint16) | |
| uint16_t | GetNoveltyIndex (int ID) |
| Get novelty index for cluster. | |
| uint64_t | GetNumOfPatternsClustered () const |
| Get number of patterns processed. | |
| uint16_t | GetPatternLength () |
| Length of a pattern. | |
| void | GetPCA (int ID, uint32_t &X, uint32_t &Y, uint32_t &Z) |
| Get PCA representation of cluster. | |
| float | GetPercentVariation () const |
| Get configured percent variation. | |
| uint32_t | GetProbabilityIndex (int ID) |
| Get cluster probability. | |
| bool | GetRootCause (int ID, float *RootCause) |
| Get root cause array from cluster. | |
| bool | GetRootCause (uint8_t *Pattern, uint32_t PatternSizeInElements, float *RootCause) |
| Get root cause array from pattern. | |
| std::string | GetStatusString (int CurrentIndent=0, int AdditionalIndent=4) |
| Print string of object variables. | |
| uint16_t | GetStreamingWindowSize () const |
| Get configured streaming window size. | |
| bool | InitComplete () const |
| Get backend initialization status. | |
| bool | MaxClusterCountReached () |
| Determine if clusters were maxed out. | |
| uint16_t | ProbeClusterCount (float *PatternBuffer, uint32_t NumPatterns, uint32_t MaxClusters) |
| Get number of clusters for float data. | |
| uint16_t | ProbeClusterCount (int16_t *PatternBuffer, uint32_t NumPatterns, uint32_t MaxClusters) |
| Get number of clusters for int16 data. | |
| uint16_t | ProbeClusterCount (uint16_t *PatternBuffer, uint32_t NumPatterns, uint32_t MaxClusters) |
| Get number of clusters for uint16 data. | |
| bool | PruneClusterIDs (const uint32_t *IDArray, uint32_t NumIDs) |
| Remove cluster ID(s) | |
| void | Reset (bool BackendReset=true) |
| Clear object variables. | |
| void | ResetClusters () |
| Resets the model's clusters. | |
| bool | Serialize (const char *ArchivePath, bool IsLoading) |
| Write/read object into/from a binary file. | |
| bool | Serialize (const char *VarPath, const char *ThisVarName, struct archive *Archive, bool IsLoading) |
| void | SetGhostClusterEnabled (bool GhostClustersEnabled) |
| Enable/disable ghost cluster creation. | |
| void | SetLearningMode (bool LearningOn) |
| Enable/disable new cluster creation. | |
| void | SetMaxClusters (uint16_t MaxClusters) |
| Set the cluster count limit. | |
| void | SetNanoClippingDetection (bool ClippingOn) |
| Turn on/off value out of bounds anomalies. | |
| bool | Setup (CNanoConfigParameters &NanoConfig) |
| Set configuration parameters for model clustering. | |
Public Attributes | |
| CTypeConverter * | m_TypeConverter |
| Object for managing data type and conversions. | |
Includes all the function steps needed to process data through the algorithm
1.11.0