`nodes` Namespace

Definition

namespace simaai::neat::graph::nodes { ... }

Classes Index

class	FanOut
	Stage executor that duplicates each incoming sample to multiple output ports. More...

struct	FanOutOptions
	Configuration for a FanOut stage executor. More...

class	JoinBundle
	Stage executor that joins samples from multiple input ports into a single bundled output. More...

struct	JoinBundleOptions
	Configuration for a JoinBundle stage executor. More...

class	JoinEncodedWithMeta
	Stage executor that bundles an encoded payload (e.g., H.264) with associated metadata. More...

struct	JoinEncodedWithMetaOptions
	Configuration for a JoinEncodedWithMeta stage executor. More...

class	LambdaStage
	Generic stage executor whose behavior is supplied by user-provided callbacks. More...

class	PipelineNode
	Runtime-graph node that wraps a builder-side NodeGroup (or single Node) as a pipeline-backend node. More...

class	StageModelExecutor
	Stage executor that runs a Model's inference pipeline as a runtime-graph stage. More...

struct	StageModelExecutorOptions
	Configuration for a StageModelExecutor stage. More...

class	StageNode
	Generic runtime-graph node that adapts a StageExecutor factory into a Node. More...

struct	StageNodeOptions
	Options controlling how a StageNode is instantiated and scheduled by the runtime. More...

class	StampFrameId
	Stage executor that assigns a monotonically-increasing frame id per stream. More...

class	StreamMetadata
	Stage executor that fills in stream metadata defaults on passing samples. More...

class	StreamScheduler
	Stage executor that round-robin-schedules samples across multiple streams. More...

struct	StreamSchedulerOptions
	Configuration for a StreamScheduler stage. More...

Typedefs Index

using	LambdaOnInput = std::function< void(StageMsg &&, std::vector< StageOutMsg > &, const StagePorts &)>
	Callback invoked by LambdaStage for every incoming StageMsg; receives the bound StagePorts. More...

using	LambdaOnTick = std::function< void(std::int64_t, std::vector< StageOutMsg > &, const StagePorts &)>
	Callback invoked by LambdaStage on each periodic tick; gets the current time in nanoseconds and the bound StagePorts. More...

using	SampleMapFn = std::function< void(Sample &)>
	In-place sample mutator used by Map(SampleMapFn, ...). More...

using	TensorMapFn = std::function< void(Sample &, simaai::neat::Tensor &)>
	In-place sample + tensor mutator used by TensorMap(TensorMapFn, ...). More...

using	SampleMapTransformFn = std::function< Sample(Sample)>
	Pure transform used by Map(SampleMapTransformFn, ...) — returns a new Sample. More...

Enumerations Index

enum class	JoinKeyPolicy { ... }
	Selects how the JoinBundle stage groups samples coming from different inputs. More...

enum class	StageKeyBy { ... }
	Selects how the runtime keys messages for a stage node's instance assignment. More...

enum class	StreamDropPolicy { ... }
	Policy used by StreamScheduler when a per-stream queue overflows. More...

Functions Index

std::shared_ptr< simaai::neat::graph::Node >	Pipeline (const simaai::neat::NodeGroup &group, std::string label={})
	Wrap a NodeGroup (by const ref) in a PipelineNode graph node. More...

std::shared_ptr< simaai::neat::graph::Node >	Pipeline (simaai::neat::NodeGroup &&group, std::string label={})
	Wrap a NodeGroup (by rvalue) in a PipelineNode graph node. More...

std::shared_ptr< simaai::neat::graph::Node >	Pipeline (std::shared_ptr< simaai::neat::Node > node, std::string label={})
	Wrap a builder-Node shared pointer in a PipelineNode graph node. More...

std::shared_ptr< simaai::neat::graph::Node >	Stage (std::string kind, StageNode::StageExecutorFactory factory, std::vector< PortDesc > inputs, std::vector< PortDesc > outputs, std::string label={}, StageNode::OutputSpecFn out_fn={}, StageNodeOptions options={})
	Construct a StageNode graph node from an executor factory and port descriptions. More...

std::shared_ptr< simaai::neat::graph::Node >	FanOutNode (std::vector< std::string > outputs, std::string label={}, std::string input="in")
	Convenience helper that wraps a FanOut executor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	JoinBundleNode (std::vector< std::string > inputs, std::string label={}, std::string output="bundle", JoinBundleOptions opt={})
	Convenience helper that wraps a JoinBundle executor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	JoinEncodedWithMetaNode (std::vector< std::string > inputs, std::string label={}, std::string output="bundle")
	Convenience helper that wraps a JoinEncodedWithMeta executor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	LambdaStageNode (std::string kind, std::vector< std::string > inputs, std::vector< std::string > outputs, LambdaOnInput on_input, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={}, LambdaOnTick on_tick={})
	Convenience helper that wraps a LambdaStage in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	Map (SampleMapFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})
	Build a stage node that applies an in-place mutator to each sample. More...

std::shared_ptr< simaai::neat::graph::Node >	TensorMap (TensorMapFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})
	Build a stage node that applies an in-place mutator to each sample's primary tensor. More...

std::shared_ptr< simaai::neat::graph::Node >	Map (SampleMapTransformFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})
	Build a stage node that returns a transformed Sample from each input. More...

std::shared_ptr< simaai::neat::graph::Node >	StageModelExecutorNode (const StageModelExecutorOptions &opt, std::string label={}, StageNodeOptions node_opt={})
	Convenience helper that wraps a StageModelExecutor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	StampFrameIdNode (std::string label={})
	Convenience helper that wraps a StampFrameId executor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	StreamMetadataNode (StreamMetadataDefaults defaults={}, std::string label={})
	Convenience helper that wraps a StreamMetadata executor in a StageNode. More...

std::shared_ptr< simaai::neat::graph::Node >	StreamSchedulerNode (StreamSchedulerOptions opt={}, std::string label={}, std::string input="in", std::string output="out")
	Convenience helper that wraps a StreamScheduler executor in a StageNode. More...

Typedefs

LambdaOnInput

using simaai::neat::graph::nodes::LambdaOnInput = typedef std::function<void(StageMsg&&, std::vector<StageOutMsg>&, const StagePorts&)>

Callback invoked by LambdaStage for every incoming StageMsg; receives the bound StagePorts.

Definition at line 21 of file LambdaStage.h.

21using LambdaOnInput = std::function<void(StageMsg&&, std::vector<StageOutMsg>&, const StagePorts&)>;

LambdaOnTick

using simaai::neat::graph::nodes::LambdaOnTick = typedef std::function<void(std::int64_t, std::vector<StageOutMsg>&, const StagePorts&)>

Callback invoked by LambdaStage on each periodic tick; gets the current time in nanoseconds and the bound StagePorts.

Definition at line 24 of file LambdaStage.h.

25 std::function<void(std::int64_t, std::vector<StageOutMsg>&, const StagePorts&)>;

SampleMapFn

using simaai::neat::graph::nodes::SampleMapFn = typedef std::function<void(Sample&)>

In-place sample mutator used by Map(SampleMapFn, ...).

Definition at line 24 of file Map.h.

24using SampleMapFn = std::function<void(Sample&)>;

SampleMapTransformFn

using simaai::neat::graph::nodes::SampleMapTransformFn = typedef std::function<Sample(Sample)>

Pure transform used by Map(SampleMapTransformFn, ...) — returns a new Sample.

Definition at line 28 of file Map.h.

28using SampleMapTransformFn = std::function<Sample(Sample)>;

TensorMapFn

using simaai::neat::graph::nodes::TensorMapFn = typedef std::function<void(Sample&, simaai::neat::Tensor&)>

In-place sample + tensor mutator used by TensorMap(TensorMapFn, ...).

Definition at line 26 of file Map.h.

26using TensorMapFn = std::function<void(Sample&, simaai::neat::Tensor&)>;

Functions

FanOutNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::FanOutNode (std::vector< std::string > outputs, std::string label={}, std::string input="in")

Convenience helper that wraps a FanOut executor in a StageNode.

Parameters

outputs	Names of the output ports to replicate the input onto.
label	Optional human-readable label.
input	Name of the single input port (default "in").

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 67 of file FanOut.h.

JoinBundleNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::JoinBundleNode (std::vector< std::string > inputs, std::string label={}, std::string output="bundle", JoinBundleOptions opt={})

Convenience helper that wraps a JoinBundle executor in a StageNode.

Parameters

inputs	Names of the input ports to join.
label	Optional human-readable label.
output	Name of the bundle output port (default "bundle").
opt	Optional join configuration overrides.

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 113 of file JoinBundle.h.

JoinEncodedWithMetaNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::JoinEncodedWithMetaNode (std::vector< std::string > inputs, std::string label={}, std::string output="bundle")

Convenience helper that wraps a JoinEncodedWithMeta executor in a StageNode.

Parameters

inputs	Names of the input ports (typically encoded + metadata).
label	Optional human-readable label.
output	Name of the bundle output port (default "bundle").

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 86 of file JoinEncodedWithMeta.h.

LambdaStageNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::LambdaStageNode (std::string kind, std::vector< std::string > inputs, std::vector< std::string > outputs, LambdaOnInput on_input, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={}, LambdaOnTick on_tick={})

inline

Convenience helper that wraps a LambdaStage in a StageNode.

Parameters

kind	Node kind label used in diagnostics.
inputs	Names of the input ports to expose.
outputs	Names of the output ports to expose.
on_input	Required input handler.
label	Optional human-readable label.
options	Optional StageNode options (instances, keying, inflight bound).
out_fn	Optional output-spec resolver.
on_tick	Optional tick handler.

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 84 of file LambdaStage.h.

84LambdaStageNode(std::string kind, std::vector<std::string> inputs, std::vector<std::string> outputs,

85 LambdaOnInput on_input, std::string label = {}, StageNodeOptions options = {},

86 StageNode::OutputSpecFn out_fn = {}, LambdaOnTick on_tick = {}) {

87 LambdaOnInput fn = std::move(on_input);

88 LambdaOnTick tick = std::move(on_tick);

89 StageNode::StageExecutorFactory factory = [fn, tick]() mutable {

90 return std::make_unique<LambdaStage>(fn, tick);

91 };

93 std::vector<PortDesc> in_ports;

94 in_ports.reserve(inputs.size());

95 for (auto& name : inputs) {

96 in_ports.push_back(PortDesc{.name = std::move(name), .spec = OutputSpec{}});

97 }

99 std::vector<PortDesc> out_ports;

100 out_ports.reserve(outputs.size());

101 for (auto& name : outputs) {

102 out_ports.push_back(PortDesc{.name = std::move(name), .spec = OutputSpec{}});

103 }

104

105 return std::make_shared<StageNode>(std::move(kind), std::move(factory), std::move(in_ports),

106 std::move(out_ports), std::move(label), std::move(out_fn),

107 std::move(options));

108}

Map()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Map (SampleMapFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})

Build a stage node that applies an in-place mutator to each sample.

Parameters

fn	Mutator invoked once per incoming Sample.
label	Optional human-readable label.
options	Optional StageNode options.
out_fn	Optional output-spec resolver.

Returns: Shared pointer to a graph::Node exposing the map stage.

Definition at line 39 of file Map.h.

Map()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Map (SampleMapTransformFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})

Build a stage node that returns a transformed Sample from each input.

Parameters

fn	Pure transform invoked once per incoming Sample.
label	Optional human-readable label.
options	Optional StageNode options.
out_fn	Optional output-spec resolver.

Returns: Shared pointer to a graph::Node exposing the map-transform stage.

Definition at line 65 of file Map.h.

Pipeline()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Pipeline (const simaai::neat::NodeGroup & group, std::string label={})

inline

Wrap a NodeGroup (by const ref) in a PipelineNode graph node.

Definition at line 19 of file Adapters.h.

19inline std::shared_ptr<simaai::neat::graph::Node> Pipeline(const simaai::neat::NodeGroup& group,

20 std::string label = {}) {

21 return std::make_shared<PipelineNode>(group, std::move(label));

22}

Pipeline()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Pipeline (simaai::neat::NodeGroup && group, std::string label={})

inline

Wrap a NodeGroup (by rvalue) in a PipelineNode graph node.

Definition at line 25 of file Adapters.h.

25inline std::shared_ptr<simaai::neat::graph::Node> Pipeline(simaai::neat::NodeGroup&& group,

26 std::string label = {}) {

27 return std::make_shared<PipelineNode>(std::move(group), std::move(label));

28}

Pipeline()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Pipeline (std::shared_ptr< simaai::neat::Node > node, std::string label={})

inline

Wrap a builder-Node shared pointer in a PipelineNode graph node.

Definition at line 31 of file Adapters.h.

31inline std::shared_ptr<simaai::neat::graph::Node> Pipeline(std::shared_ptr<simaai::neat::Node> node,

32 std::string label = {}) {

33 return std::make_shared<PipelineNode>(std::move(node), std::move(label));

34}

Stage()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::Stage (std::string kind, StageNode::StageExecutorFactory factory, std::vector< PortDesc > inputs, std::vector< PortDesc > outputs, std::string label={}, StageNode::OutputSpecFn out_fn={}, StageNodeOptions options={})

inline

Construct a StageNode graph node from an executor factory and port descriptions.

Definition at line 38 of file Adapters.h.

38Stage(std::string kind, StageNode::StageExecutorFactory factory, std::vector<PortDesc> inputs,

39 std::vector<PortDesc> outputs, std::string label = {}, StageNode::OutputSpecFn out_fn = {},

40 StageNodeOptions options = {}) {

41 return std::make_shared<StageNode>(std::move(kind), std::move(factory), std::move(inputs),

42 std::move(outputs), std::move(label), std::move(out_fn),

43 std::move(options));

44}

StageModelExecutorNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::StageModelExecutorNode (const StageModelExecutorOptions & opt, std::string label={}, StageNodeOptions node_opt={})

Convenience helper that wraps a StageModelExecutor in a StageNode.

Parameters

opt	Inference configuration (model + which stages to run).
label	Optional human-readable label.
node_opt	Optional StageNode options.

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 75 of file StageModelExecutor.h.

StampFrameIdNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::StampFrameIdNode (std::string label={})

Convenience helper that wraps a StampFrameId executor in a StageNode.

Parameters

label

Optional human-readable label.

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 48 of file StampFrameId.h.

StreamMetadataNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::StreamMetadataNode (StreamMetadataDefaults defaults={}, std::string label={})

Convenience helper that wraps a StreamMetadata executor in a StageNode.

Parameters

defaults	Defaults to apply to passing samples.
label	Optional human-readable label.

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 54 of file StreamMetadata.h.

StreamSchedulerNode()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::StreamSchedulerNode (StreamSchedulerOptions opt={}, std::string label={}, std::string input="in", std::string output="out")

Convenience helper that wraps a StreamScheduler executor in a StageNode.

Parameters

opt	Optional scheduling configuration.
label	Optional human-readable label.
input	Name of the single input port (default "in").
output	Name of the single output port (default "out").

Returns: Shared pointer to a graph::Node ready for insertion in a runtime graph.

Definition at line 92 of file StreamScheduler.h.

TensorMap()

std::shared_ptr< simaai::neat::graph::Node > simaai::neat::graph::nodes::TensorMap (TensorMapFn fn, std::string label={}, StageNodeOptions options={}, StageNode::OutputSpecFn out_fn={})

Build a stage node that applies an in-place mutator to each sample's primary tensor.

Parameters

fn	Mutator invoked with the Sample and its primary Tensor.
label	Optional human-readable label.
options	Optional StageNode options.
out_fn	Optional output-spec resolver.

Returns: Shared pointer to a graph::Node exposing the tensor-map stage.

Definition at line 52 of file Map.h.

The documentation for this namespace was generated from the following files:

Generated via doxygen2docusaurus 2.0.0 by Doxygen 1.9.8.

Definition​

Classes Index​

Typedefs Index​

Enumerations Index​

Functions Index​

Typedefs​

LambdaOnInput​

LambdaOnTick​

SampleMapFn​

SampleMapTransformFn​

TensorMapFn​

Functions​

FanOutNode()​

JoinBundleNode()​

JoinEncodedWithMetaNode()​

LambdaStageNode()​

Map()​

Map()​

Pipeline()​

Pipeline()​

Pipeline()​

Stage()​

StageModelExecutorNode()​

StampFrameIdNode()​

StreamMetadataNode()​

StreamSchedulerNode()​

TensorMap()​

Definition

Classes Index

Typedefs Index

Enumerations Index

Functions Index

Typedefs

LambdaOnInput

LambdaOnTick

SampleMapFn

SampleMapTransformFn

TensorMapFn

Functions

FanOutNode()

JoinBundleNode()

JoinEncodedWithMetaNode()

LambdaStageNode()

Map()

Map()

Pipeline()

Pipeline()

Pipeline()

Stage()

StageModelExecutorNode()

StampFrameIdNode()

StreamMetadataNode()

StreamSchedulerNode()

TensorMap()