Edge class in DAG graph for connecting nodes and transferring data. More...

#include <edge.h>

Inheritance diagram for nndeploy::dag::Edge:

Collaboration diagram for nndeploy::dag::Edge:

Public Member Functions
template<typename T >
bool	checkTypeInfo ()
	Check if type information matches (template version) More...

bool	checkTypeInfo (std::shared_ptr< EdgeTypeInfo > type_info)
	Check if type information matches. More...

base::Status	construct ()
	Construct the Edge instance. More...

template<typename T , typename... Args, typename std::enable_if< std::is_base_of< base::Param, T >::value, int >::type = 0>
base::Param *	create (Args &&...args)
	Create Param object of specified type. More...

template<typename T , typename... Args>
T *	create (Args &&...args)
	Create arbitrary type data object (template version) More...

device::Buffer *	create (device::Device *device, const device::BufferDesc &desc)
	Create Buffer on specified device. More...

device::Tensor *	create (device::Device *device, const device::TensorDesc &desc, std::string tensor_name="")
	Create Tensor on specified device. More...

	Edge ()
	Default constructor. More...

	Edge (const std::string &name)
	Constructor with name. More...

bool	empty ()
	Check if the Edge is empty. More...

template<typename T >
T *	get (const Node *node)
	Get arbitrary type data for specified node (template version) More...

device::Buffer *	getBuffer (const Node *node)
	Get Buffer data for specified node. More...

std::vector< Node * >	getConsumers ()
	Get all consumer nodes. More...

template<typename T >
T *	getGraphOutput ()
	Get arbitrary type data for graph output (template version) More...

device::Buffer *	getGraphOutputBuffer ()
	Get Buffer data for graph output. More...

int64_t	getGraphOutputIndex ()
	Get data index for graph output. More...

base::Param *	getGraphOutputParam ()
	Get Param data for graph output. More...

int	getGraphOutputPosition ()
	Get position of graph output in queue. More...

void *	getGraphOutputPtr ()
	Get raw pointer for graph output. More...

device::Tensor *	getGraphOutputTensor ()
	Get Tensor data for graph output. More...

int64_t	getIndex (const Node *node)
	Get data index for specified node. More...

std::string	getName ()
	Get the name of the Edge. More...

base::ParallelType	getParallelType ()
	Get the current parallel type. More...

base::Param *	getParam (const Node *node)
	Get Param data for specified node. More...

int	getPosition (const Node *node)
	Get position of specified node in queue. More...

std::vector< Node * >	getProducers ()
	Get all producer nodes. More...

int	getQueueDropCount ()
	Get the queue drop count. More...

int	getQueueMaxSize ()
	Get the maximum queue capacity. More...

base::QueueOverflowPolicy	getQueueOverflowPolicy ()
	Get the current queue overflow policy. More...

device::Tensor *	getTensor (const Node *node)
	Get Tensor data for specified node. More...

std::shared_ptr< EdgeTypeInfo >	getTypeInfo ()
	Get type information of Edge. More...

std::string	getTypeName ()
	Get type name. More...

base::Status	increaseConsumers (std::vector< Node * > &consumers)
	Add consumer nodes. More...

base::Status	increaseProducers (std::vector< Node * > &producers)
	Add producer nodes. More...

bool	markGraphOutput ()
	Mark as graph output Edge. More...

bool	notifyWritten (base::Param *param)
	Notify that Param data has been written. More...

bool	notifyWritten (device::Buffer *buffer)
	Notify that Buffer data has been written. More...

bool	notifyWritten (device::Tensor *tensor)
	Notify that Tensor data has been written. More...

template<typename T >
bool	notifyWritten (T *t)
	Notify that arbitrary type data has been written (template version) More...

bool	requestTerminate ()
	Request termination of Edge processing. More...

void	resetIndex ()
	Reset index counter. More...

base::Status	set (base::Param &param)
	Set Param reference to Edge. More...

base::Status	set (base::Param *param, bool is_external=true)
	Set Param data to Edge. More...

base::Status	set (device::Buffer &buffer)
	Set Buffer reference to Edge. More...

base::Status	set (device::Buffer *buffer, bool is_external=true)
	Set Buffer data to Edge. More...

base::Status	set (device::Tensor &tensor)
	Set Tensor reference to Edge. More...

base::Status	set (device::Tensor *tensor, bool is_external=true)
	Set Tensor data to Edge. More...

template<typename T >
base::Status	set (T &t)
	Set arbitrary type data reference to Edge (template version) More...

template<typename T >
base::Status	set (T *t, bool is_external=true)
	Set arbitrary type data to Edge (template version) More...

template<typename T >
base::Status	set (T t, std::function< void(T )> deleter)

template<typename PY_WRAPPER , typename T >
base::Status	set4py (PY_WRAPPER wrapper, T t, bool is_external=true)
	Data setting interface dedicated for Python binding. More...

base::Status	setParallelType (const base::ParallelType &paralle_type)
	Set the parallel type. More...

base::Status	setQueueMaxSize (int queue_max_size)
	Set the maximum queue capacity. More...

base::Status	setQueueOverflowPolicy (base::QueueOverflowPolicy policy, int drop_count=1)
	Set the queue overflow policy. More...

template<typename T >
base::Status	setTypeInfo ()
	Set type information of Edge (template version) More...

base::Status	setTypeInfo (std::shared_ptr< EdgeTypeInfo > type_info)
	Set type information of Edge. More...

void	setTypeName (const std::string &type_name)
	Set type name. More...

base::EdgeUpdateFlag	update (const Node *node)
	Update Edge status for specified node. More...

virtual	~Edge ()
	Virtual destructor. More...

Public Member Functions inherited from nndeploy::base::NonCopyable
	NonCopyable ()=default

	NonCopyable (const NonCopyable &)=delete

	NonCopyable (NonCopyable &&)=delete

NonCopyable &	operator= (const NonCopyable &)=delete

NonCopyable &	operator= (NonCopyable &&)=delete

Detailed Description

Edge class in DAG graph for connecting nodes and transferring data.

The Edge class is one of the core components of the DAG graph in the nndeploy framework, responsible for transferring data between nodes. It provides functionality similar to std::any, capable of storing arbitrary types of data while supporting advanced features such as memory management, queue buffering, and parallel processing.

It is recommended to use template functions set/create/notifyWritten/get/getGraphOutput to set and retrieve data,

Definition at line 35 of file edge.h.

Constructor & Destructor Documentation

◆ Edge() [1/2]

nndeploy::dag::Edge::Edge ( )

Default constructor.

Creates an unnamed Edge instance with default configuration parameters

◆ Edge() [2/2]

nndeploy::dag::Edge::Edge ( const std::string & name )

Constructor with name.

Parameters

name	Name of the Edge, used for debugging and logging

◆ ~Edge()

virtual nndeploy::dag::Edge::~Edge ( )

virtual

Virtual destructor.

Automatically cleans up internal resources, including abstract edge instances and related data

Member Function Documentation

◆ checkTypeInfo() [1/2]

template<typename T >

bool nndeploy::dag::Edge::checkTypeInfo ( )

inline

Check if type information matches (template version)

Template Parameters

T	Data type to check

Returns: bool true indicates type matches, false indicates mismatch

Definition at line 637 of file edge.h.

Here is the call graph for this function:

◆ checkTypeInfo() [2/2]

bool nndeploy::dag::Edge::checkTypeInfo ( std::shared_ptr< EdgeTypeInfo > type_info )

Check if type information matches.

Parameters

type_info Type information to check

Returns: bool true indicates type matches, false indicates mismatch

◆ construct()

base::Status nndeploy::dag::Edge::construct ( )

Construct the Edge instance.

Creates concrete AbstractEdge implementation based on set parallel type and other parameters

Returns: base::Status Construction status, returns kSuccess on success

◆ create() [1/4]

template<typename T , typename... Args, typename std::enable_if< std::is_base_of< base::Param, T >::value, int >::type = 0>

base::Param* nndeploy::dag::Edge::create ( Args &&... args )

inline

Create Param object of specified type.

Template Parameters

T	Concrete type of Param, must inherit from base::Param
Args	Constructor parameter types

Parameters

args	Constructor parameters

Returns: base::Param* Created Param pointer, returns nullptr on failure

Definition at line 338 of file edge.h.

◆ create() [2/4]

template<typename T , typename... Args>

T* nndeploy::dag::Edge::create ( Args &&... args )

inline

Create arbitrary type data object (template version)

Template Parameters

T	Data type
Args	Constructor parameter types

Parameters

args	Constructor parameters

Returns: T* Created object pointer, returns nullptr on failure

Definition at line 415 of file edge.h.

◆ create() [3/4]

device::Buffer* nndeploy::dag::Edge::create	(	device::Device *	device,
		const device::BufferDesc &	desc
	)

Create Buffer on specified device.

Parameters

device	Target device
desc	Buffer description information

Returns: device::Buffer* Created Buffer pointer, returns nullptr on failure

◆ create() [4/4]

device::Tensor* nndeploy::dag::Edge::create	(	device::Device *	device,
		const device::TensorDesc &	desc,
		std::string	tensor_name = `""`
	)

Create Tensor on specified device.

Parameters

device	Target device
desc	Tensor description information
tensor_name	Tensor name, optional

Returns: device::Tensor* Created Tensor pointer, returns nullptr on failure

◆ empty()

bool nndeploy::dag::Edge::empty ( )

Check if the Edge is empty.

Returns: bool true indicates no data in the Edge, false indicates data exists

◆ get()

template<typename T >

T* nndeploy::dag::Edge::get ( const Node * node )

inline

Get arbitrary type data for specified node (template version)

In pipeline parallel mode, waits for type information to be available before returning data

Template Parameters

T Data type

Parameters

node	Node requesting data

Returns: T* Data pointer, returns nullptr if type mismatch or no data

Definition at line 443 of file edge.h.

◆ getBuffer()

device::Buffer* nndeploy::dag::Edge::getBuffer ( const Node * node )

Get Buffer data for specified node.

Parameters

node	Node requesting data

Returns: device::Buffer* Buffer pointer, returns nullptr if no data

◆ getConsumers()

std::vector<Node *> nndeploy::dag::Edge::getConsumers ( )

Get all consumer nodes.

Returns: std::vector<Node *> List of consumer nodes

◆ getGraphOutput()

template<typename T >

T* nndeploy::dag::Edge::getGraphOutput ( )

inline

Get arbitrary type data for graph output (template version)

In pipeline parallel mode, waits for type information to be available before returning data

Template Parameters

T Data type

Returns: T* Data pointer, returns nullptr if type mismatch or no data

Definition at line 465 of file edge.h.

◆ getGraphOutputBuffer()

device::Buffer* nndeploy::dag::Edge::getGraphOutputBuffer ( )

Get Buffer data for graph output.

Returns: device::Buffer* Buffer pointer, returns nullptr if no data

◆ getGraphOutputIndex()

int64_t nndeploy::dag::Edge::getGraphOutputIndex ( )

Get data index for graph output.

Returns: int64_t Data index value

◆ getGraphOutputParam()

base::Param* nndeploy::dag::Edge::getGraphOutputParam ( )

Get Param data for graph output.

Returns: base::Param* Param pointer, returns nullptr if no data

◆ getGraphOutputPosition()

int nndeploy::dag::Edge::getGraphOutputPosition ( )

Get position of graph output in queue.

Returns: int Queue position

◆ getGraphOutputPtr()

void* nndeploy::dag::Edge::getGraphOutputPtr ( )

Get raw pointer for graph output.

Returns: void* Raw data pointer, type conversion is user's responsibility

◆ getGraphOutputTensor()

device::Tensor* nndeploy::dag::Edge::getGraphOutputTensor ( )

Get Tensor data for graph output.

Returns: device::Tensor* Tensor pointer, returns nullptr if no data

◆ getIndex()

int64_t nndeploy::dag::Edge::getIndex ( const Node * node )

Get data index for specified node.

Parameters

node	Target node

Returns: int64_t Data index value

◆ getName()

std::string nndeploy::dag::Edge::getName ( )

Get the name of the Edge.

Returns: std::string Name string of the Edge

◆ getParallelType()

base::ParallelType nndeploy::dag::Edge::getParallelType ( )

Get the current parallel type.

Returns: base::ParallelType Current parallel processing type

◆ getParam()

base::Param* nndeploy::dag::Edge::getParam ( const Node * node )

Get Param data for specified node.

Parameters

node	Node requesting data

Returns: base::Param* Param pointer, returns nullptr if no data

◆ getPosition()

int nndeploy::dag::Edge::getPosition ( const Node * node )

Get position of specified node in queue.

Parameters

node	Target node

Returns: int Queue position

◆ getProducers()

std::vector<Node *> nndeploy::dag::Edge::getProducers ( )

Get all producer nodes.

Returns: std::vector<Node *> List of producer nodes

◆ getQueueDropCount()

int nndeploy::dag::Edge::getQueueDropCount ( )

Get the queue drop count.

Returns: int Number of data items dropped each time on overflow

◆ getQueueMaxSize()

int nndeploy::dag::Edge::getQueueMaxSize ( )

Get the maximum queue capacity.

Returns: int Current maximum capacity of the queue, default value is 16

◆ getQueueOverflowPolicy()

base::QueueOverflowPolicy nndeploy::dag::Edge::getQueueOverflowPolicy ( )

Get the current queue overflow policy.

Returns: base::QueueOverflowPolicy Current overflow handling policy

◆ getTensor()

device::Tensor* nndeploy::dag::Edge::getTensor ( const Node * node )

Get Tensor data for specified node.

Parameters

node	Node requesting data

Returns: device::Tensor* Tensor pointer, returns nullptr if no data

◆ getTypeInfo()

std::shared_ptr<EdgeTypeInfo> nndeploy::dag::Edge::getTypeInfo ( )

Get type information of Edge.

Returns: std::shared_ptr<EdgeTypeInfo> Type information object

◆ getTypeName()

std::string nndeploy::dag::Edge::getTypeName ( )

Get type name.

Returns: std::string Type name string

◆ increaseConsumers()

base::Status nndeploy::dag::Edge::increaseConsumers ( std::vector< Node * > & consumers )

Add consumer nodes.

Parameters

consumers List of consumer nodes

Returns: base::Status Operation status

◆ increaseProducers()

base::Status nndeploy::dag::Edge::increaseProducers ( std::vector< Node * > & producers )

Add producer nodes.

Parameters

producers List of producer nodes

Returns: base::Status Operation status

◆ markGraphOutput()

bool nndeploy::dag::Edge::markGraphOutput ( )

Mark as graph output Edge.

Returns: bool Whether marking was successful

Note: Must be called after graph initialization is complete

◆ notifyWritten() [1/4]

bool nndeploy::dag::Edge::notifyWritten ( base::Param * param )

Notify that Param data has been written.

Parameters

param Written Param pointer

Returns: bool Whether notification was successful

◆ notifyWritten() [2/4]

bool nndeploy::dag::Edge::notifyWritten ( device::Buffer * buffer )

Notify that Buffer data has been written.

Parameters

buffer Written Buffer pointer

Returns: bool Whether notification was successful

◆ notifyWritten() [3/4]

bool nndeploy::dag::Edge::notifyWritten ( device::Tensor * tensor )

Notify that Tensor data has been written.

Parameters

tensor Written Tensor pointer

Returns: bool Whether notification was successful

◆ notifyWritten() [4/4]

template<typename T >

bool nndeploy::dag::Edge::notifyWritten ( T * t )

inline

Notify that arbitrary type data has been written (template version)

Template Parameters

T Data type

Parameters

t	Written data pointer

Returns: bool Whether notification was successful

Definition at line 428 of file edge.h.

◆ requestTerminate()

bool nndeploy::dag::Edge::requestTerminate ( )

Request termination of Edge processing.

Returns: bool Whether request was successful

◆ resetIndex()

void nndeploy::dag::Edge::resetIndex ( )

Reset index counter.

◆ set() [1/9]

base::Status nndeploy::dag::Edge::set ( base::Param & param )

Set Param reference to Edge.

Parameters

param Param reference

Returns: base::Status Operation status

◆ set() [2/9]

base::Status nndeploy::dag::Edge::set	(	base::Param *	param,
		bool	is_external = `true`
	)

Set Param data to Edge.

Parameters

param	Param pointer
is_external	Whether it's external data

Returns: base::Status Operation status

◆ set() [3/9]

base::Status nndeploy::dag::Edge::set ( device::Buffer & buffer )

Set Buffer reference to Edge.

Parameters

buffer Buffer reference, automatically set as external data

Returns: base::Status Operation status

◆ set() [4/9]

base::Status nndeploy::dag::Edge::set	(	device::Buffer *	buffer,
		bool	is_external = `true`
	)

Set Buffer data to Edge.

Parameters

buffer	Buffer pointer
is_external	Whether it's external data, true means not responsible for memory deallocation

Returns: base::Status Operation status

◆ set() [5/9]

base::Status nndeploy::dag::Edge::set ( device::Tensor & tensor )

Set Tensor reference to Edge.

Parameters

tensor Tensor reference

Returns: base::Status Operation status

◆ set() [6/9]

base::Status nndeploy::dag::Edge::set	(	device::Tensor *	tensor,
		bool	is_external = `true`
	)

Set Tensor data to Edge.

Parameters

tensor	Tensor pointer
is_external	Whether it's external data

Returns: base::Status Operation status

◆ set() [7/9]

template<typename T >

base::Status nndeploy::dag::Edge::set ( T & t )

inline

Set arbitrary type data reference to Edge (template version)

Template Parameters

T Data type

Parameters

t	Data reference

Returns: base::Status Operation status

Definition at line 395 of file edge.h.

◆ set() [8/9]

template<typename T >

base::Status nndeploy::dag::Edge::set	(	T *	t,
		bool	is_external = `true`
	)

inline

Set arbitrary type data to Edge (template version)

Template Parameters

T Data type

Parameters

t	Data pointer
is_external	Whether it's external data

Returns: base::Status Operation status

Definition at line 382 of file edge.h.

◆ set() [9/9]

template<typename T >

base::Status nndeploy::dag::Edge::set	(	T *	t,
		std::function< void(T *)>	deleter
	)

inline

Definition at line 401 of file edge.h.

◆ set4py()

template<typename PY_WRAPPER , typename T >

base::Status nndeploy::dag::Edge::set4py	(	PY_WRAPPER *	wrapper,
		T *	t,
		bool	is_external = `true`
	)

inline

Data setting interface dedicated for Python binding.

Template Parameters

PY_WRAPPER	Python wrapper type
T	Actual data type

Parameters

wrapper	Python wrapper pointer
t	Data pointer
is_external	Whether it's external data

Returns: base::Status Operation status

Definition at line 488 of file edge.h.

◆ setParallelType()

base::Status nndeploy::dag::Edge::setParallelType ( const base::ParallelType & paralle_type )

Set the parallel type.

Sets the parallel processing type of the Edge, affecting the creation and management of internal data structures

Parameters

paralle_type Parallel type (serial, pipeline parallel, etc.)

Returns: base::Status Operation status

Note: Must be called before construct(), internally creates corresponding concrete edge implementation

◆ setQueueMaxSize()

base::Status nndeploy::dag::Edge::setQueueMaxSize ( int queue_max_size )

Set the maximum queue capacity.

Controls the maximum capacity of the edge buffer, used for data buffering in pipeline parallel processing. When the queue is full, the overflow policy determines how to handle new data.

Parameters

queue_max_size Maximum capacity of the queue, must be greater than 0, default is 16

Returns: base::Status Returns kSuccess on success, kInvalidParam for invalid parameters

Note: Must be set before calling construct(), otherwise returns kUninitialized

◆ setQueueOverflowPolicy()

base::Status nndeploy::dag::Edge::setQueueOverflowPolicy	(	base::QueueOverflowPolicy	policy,
		int	drop_count = `1`
	)

Set the queue overflow policy.

Processing strategy when the queue is full, supports different strategies like backpressure, dropping, etc.

Parameters

policy	Overflow handling policy
drop_count	Number of data items to drop each time when policy is drop, default is 1

Returns: base::Status Operation status

◆ setTypeInfo() [1/2]

template<typename T >

base::Status nndeploy::dag::Edge::setTypeInfo ( )

inline

Set type information of Edge (template version)

Template Parameters

T Data type

Returns: base::Status Operation status

Definition at line 588 of file edge.h.

◆ setTypeInfo() [2/2]

base::Status nndeploy::dag::Edge::setTypeInfo ( std::shared_ptr< EdgeTypeInfo > type_info )

Set type information of Edge.

Parameters

type_info Type information object

Returns: base::Status Operation status

◆ setTypeName()

void nndeploy::dag::Edge::setTypeName ( const std::string & type_name )

Set type name.

Parameters

type_name Type name string

◆ update()

base::EdgeUpdateFlag nndeploy::dag::Edge::update ( const Node * node )

Update Edge status for specified node.

Parameters

node	Target node

Returns: base::EdgeUpdateFlag Update flag

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

/home/docs/checkouts/readthedocs.org/user_builds/nndeploy-zh/checkouts/stable/framework/include/nndeploy/dag/edge.h

Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ Edge() [1/2]

◆ Edge() [2/2]

◆ ~Edge()

Member Function Documentation

◆ checkTypeInfo() [1/2]

◆ checkTypeInfo() [2/2]

◆ construct()

◆ create() [1/4]

◆ create() [2/4]

◆ create() [3/4]

◆ create() [4/4]

◆ empty()

◆ get()

◆ getBuffer()

◆ getConsumers()

◆ getGraphOutput()

◆ getGraphOutputBuffer()

◆ getGraphOutputIndex()

◆ getGraphOutputParam()

◆ getGraphOutputPosition()

◆ getGraphOutputPtr()

◆ getGraphOutputTensor()

◆ getIndex()

◆ getName()

◆ getParallelType()

◆ getParam()

◆ getPosition()

◆ getProducers()

◆ getQueueDropCount()

◆ getQueueMaxSize()

◆ getQueueOverflowPolicy()

◆ getTensor()

◆ getTypeInfo()

◆ getTypeName()

◆ increaseConsumers()

◆ increaseProducers()

◆ markGraphOutput()

◆ notifyWritten() [1/4]

◆ notifyWritten() [2/4]

◆ notifyWritten() [3/4]

◆ notifyWritten() [4/4]

◆ requestTerminate()

◆ resetIndex()

◆ set() [1/9]

◆ set() [2/9]

◆ set() [3/9]

◆ set() [4/9]

◆ set() [5/9]

◆ set() [6/9]

◆ set() [7/9]

◆ set() [8/9]

◆ set() [9/9]

◆ set4py()

◆ setParallelType()

◆ setQueueMaxSize()

◆ setQueueOverflowPolicy()

◆ setTypeInfo() [1/2]

◆ setTypeInfo() [2/2]

◆ setTypeName()

◆ update()