TECA
The Toolkit for Extreme Climate Analysis
teca_binary_segmentation Class Reference

An algorithm that computes a binary segmentation. More...

#include <teca_binary_segmentation.h>

Inheritance diagram for teca_binary_segmentation:
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Collaboration diagram for teca_binary_segmentation:
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Public Member Functions

std::shared_ptr< teca_binary_segmentationshared_from_this ()
 
std::shared_ptr< teca_binary_segmentation const > shared_from_this () const
 
 teca_binary_segmentation (const teca_binary_segmentation &src)=delete
 
 teca_binary_segmentation (teca_binary_segmentation &&src)=delete
 
teca_binary_segmentationoperator= (const teca_binary_segmentation &src)=delete
 
teca_binary_segmentationoperator= (teca_binary_segmentation &&src)=delete
 
const char * get_class_name () const override
 
segmentation_variable

set the name of the output array to store the resulting segmentation in

void set_segmentation_variable (const std::string &v)
 
const std::string & get_segmentation_variable () const
 
segmentation_variable_attributes

set extra metadata for the segmentation variable

void set_segmentation_variable_attributes (const teca_metadata &v)
 
const teca_metadataget_segmentation_variable_attributes () const
 
threshold_variable

set the name of the input array to segment

void set_threshold_variable (const std::string &v)
 
const std::string & get_threshold_variable () const
 
low_threshold_value

Set the threshold range. The defaults are (-infinity, infinity].

void set_low_threshold_value (const double &v)
 
const double & get_low_threshold_value () const
 
high_threshold_value

Set the threshold range. The defaults are (-infinity, infinity].

void set_high_threshold_value (const double &v)
 
const double & get_high_threshold_value () const
 
- Public Member Functions inherited from teca_algorithm
 teca_algorithm (const teca_algorithm &src)=delete
 
 teca_algorithm (teca_algorithm &&src)=delete
 
teca_algorithmoperator= (const teca_algorithm &src)=delete
 
teca_algorithmoperator= (teca_algorithm &&src)=delete
 
void set_communicator (MPI_Comm comm)
 
MPI_Comm get_communicator ()
 get the active communicator More...
 
virtual teca_algorithm_output_port get_output_port (unsigned int port=0)
 
void set_input_connection (const teca_algorithm_output_port &port)
 set an input to this algorithm More...
 
virtual void set_input_connection (unsigned int id, const teca_algorithm_output_port &port)
 set an input to this algorithm More...
 
virtual void remove_input_connection (unsigned int id)
 remove input connections More...
 
void clear_input_connections ()
 remove all input connections More...
 
const_p_teca_dataset get_output_data (unsigned int port=0)
 
void pop_cache (unsigned int port=0, int top=0)
 
void set_cache_size (unsigned int n)
 set the cache size. the default is 1. (threadsafe) More...
 
virtual int update ()
 execute the pipeline from this instance up. More...
 
virtual int update (unsigned int port)
 execute the pipeline from this instance up. More...
 
virtual teca_metadata update_metadata (unsigned int port=0)
 get meta data considering this instance up. More...
 
void set_executive (p_teca_algorithm_executive exe)
 set the executive More...
 
p_teca_algorithm_executive get_executive ()
 get the executive More...
 
virtual void to_stream (std::ostream &s) const
 
virtual void from_stream (std::istream &s)
 deserialize from the stream. More...
 
void set_verbose (const int &v)
 
const int & get_verbose () const
 

Static Public Member Functions

static p_teca_binary_segmentation New ()
 

Protected Member Functions

int get_segmentation_variable (std::string &segmentation_var)
 
int get_threshold_variable (std::string &threshold_var)
 
- Protected Member Functions inherited from teca_algorithm
void set_number_of_input_connections (unsigned int n)
 
void set_number_of_output_ports (unsigned int n)
 
virtual void set_modified ()
 
void set_modified (unsigned int port)
 an overload to set_modified by port More...
 
virtual teca_metadata get_cache_key (unsigned int port, const teca_metadata &request) const
 
virtual teca_metadata get_output_metadata (teca_algorithm_output_port &current)
 
virtual const_p_teca_dataset request_data (teca_algorithm_output_port &port, const teca_metadata &request)
 
virtual int validate_cache (teca_algorithm_output_port &current)
 
virtual void clear_modified (teca_algorithm_output_port current)
 
const_p_teca_dataset get_output_data (unsigned int port, const teca_metadata &request)
 
int cache_output_data (unsigned int port, const teca_metadata &request, const_p_teca_dataset &data)
 
void clear_cache (unsigned int port)
 clear the cache on the given output port More...
 
unsigned int get_number_of_input_connections ()
 get the number of input connections More...
 
teca_algorithm_output_portget_input_connection (unsigned int i)
 
void clear_modified (unsigned int port)
 clear the modified flag on the i'th output More...
 
int get_modified (unsigned int port) const
 return the output port's modified flag value More...
 

threshold_mode

Set the threshold mode. In BY_PERCENTILE mode low and high thresholds define the percentiles (0 to 100) between which data is in the segmentation. default is BY_VALUE.

enum  { BY_VALUE =0 , BY_PERCENTILE =1 }
 
void set_threshold_mode (const int &v)
 
const int & get_threshold_mode () const
 
void set_threshold_by_percentile ()
 Set the threshold_mode to percentile. More...
 
void set_threshold_by_value ()
 Set the threshold_mode to value. More...
 

Additional Inherited Members

- Protected Attributes inherited from teca_algorithm
int verbose
 

Detailed Description

An algorithm that computes a binary segmentation.

an algorithm that computes a binary segmentation for 1D, 2D, and 3D data. The segmentation is computed using threshold operation where values in a range (low, high] are in the segmentation (assigned 1). Values outside the range are outside of the segmentation (assigned 0).

The algorithm has 2 modes, BY_VALUE and BY_PERCENTILE. In the BY_VALUE mode, the test for inclusion is applied on the raw data. In the BY_PERCENTILE mode the range is given in percentiles and each data point is converted to a percentile before applying the test for inclusion.

Member Enumeration Documentation

◆ anonymous enum

anonymous enum

The threshold_mode modes

Member Function Documentation

◆ get_class_name()

const char* teca_binary_segmentation::get_class_name ( ) const
inlineoverridevirtual

returns the name of the class

Implements teca_algorithm.

◆ get_high_threshold_value()

const double& teca_binary_segmentation::get_high_threshold_value ( ) const
inline

Get the value of the high_threshold_value algorithm property

◆ get_low_threshold_value()

const double& teca_binary_segmentation::get_low_threshold_value ( ) const
inline

Get the value of the low_threshold_value algorithm property

◆ get_segmentation_variable()

const std::string& teca_binary_segmentation::get_segmentation_variable ( ) const
inline

Get the value of the segmentation_variable algorithm property

◆ get_segmentation_variable_attributes()

const teca_metadata& teca_binary_segmentation::get_segmentation_variable_attributes ( ) const
inline

Get the value of the segmentation_variable_attributes algorithm property

◆ get_threshold_mode()

const int& teca_binary_segmentation::get_threshold_mode ( ) const
inline

Get the value of the threshold_mode algorithm property

◆ get_threshold_variable()

const std::string& teca_binary_segmentation::get_threshold_variable ( ) const
inline

Get the value of the threshold_variable algorithm property

◆ New()

static p_teca_binary_segmentation teca_binary_segmentation::New ( )
inlinestatic

Returns an instance of teca_binary_segmentation

◆ set_high_threshold_value()

void teca_binary_segmentation::set_high_threshold_value ( const double &  v)
inline

Set the value of the high_threshold_value algorithm property

◆ set_low_threshold_value()

void teca_binary_segmentation::set_low_threshold_value ( const double &  v)
inline

Set the value of the low_threshold_value algorithm property

◆ set_segmentation_variable()

void teca_binary_segmentation::set_segmentation_variable ( const std::string &  v)
inline

Set the value of the segmentation_variable algorithm property

◆ set_segmentation_variable_attributes()

void teca_binary_segmentation::set_segmentation_variable_attributes ( const teca_metadata v)
inline

Set the value of the segmentation_variable_attributes algorithm property

◆ set_threshold_by_percentile()

void teca_binary_segmentation::set_threshold_by_percentile ( )
inline

Set the threshold_mode to percentile.

◆ set_threshold_by_value()

void teca_binary_segmentation::set_threshold_by_value ( )
inline

Set the threshold_mode to value.

◆ set_threshold_mode()

void teca_binary_segmentation::set_threshold_mode ( const int &  v)
inline

Set the value of the threshold_mode algorithm property

◆ set_threshold_variable()

void teca_binary_segmentation::set_threshold_variable ( const std::string &  v)
inline

Set the value of the threshold_variable algorithm property

◆ shared_from_this() [1/2]

std::shared_ptr< teca_binary_segmentation > teca_binary_segmentation::shared_from_this ( )
inline

Enables the static constructor

◆ shared_from_this() [2/2]

std::shared_ptr< teca_binary_segmentation const> teca_binary_segmentation::shared_from_this ( ) const
inline

Enables the static constructor


The documentation for this class was generated from the following file: