Node Class

Represents a basic unit in a graph, for example, it could be any datasource or step.

Initialize Node.

Inheritance

builtins.object

Node

Constructor

Node(graph, node_id, name=None, module=None, module_builder=None, datasource=None, datasource_builder=None, module_wiring=None)

Parameters

graph

Graph

Required

The graph this node belongs to.

node_id

str

Required

The ID of the node.

name

str

default value: None

The name of the graph.

module

Module

default value: None

The module associated with the Node.

module_builder

<xref:azureml.pipeline.core._ModuleBuilder>

default value: None

The module builder associated with the Node.

datasource

DataSource

default value: None

The datasource associated with the Node.

datasource_builder

<xref:azureml.pipeline.core._DatasourceBuilder>

default value: None

The datasource builder associated with the Node.

module_wiring

Dict[str, object]

default value: None

A mapping between the node's inputs/outputs and the module inputs/outputs. Holds two keys, inputs and outputs, each mapped to a dict whose keys are the module's inputs/outputs names, and the values are the node's ports.

graph

Graph

Required

The graph this node belongs to.

node_id

str

Required

The ID of the node.

name

str

Required

The name of the node.

module

Module

Required

The module associated with the Node.

module_builder

<xref:azureml.pipeline.core._ModuleBuilder>

Required

The module builder associated with the Node.

datasource

DataSource

Required

The datasource associated with the Node.

datasource_builder

<xref:azureml.pipeline.core._DatasourceBuilder>

Required

The datasource builder associated with the Node.

module_wiring

Dict[str, object]

Required

A mapping between the node's inputs/outputs and the module inputs/outputs. Holds two keys, inputs and outputs, each mapped to a dict whose keys are the module's inputs/outputs names, and the values are the node's ports.

Methods

get_input	Return an InputPort by name.
get_output	Return an OutputPort by name.
get_param	Return a parameter by name.
run_after	Run this node after the given node. If you want to run a step, for example, step3 after both step1 and step2 are completed, you can use: step3.run_after(step1) step3.run_after(step2)
sequence	Configure a list of nodes to run in sequence after this node.

get_input

Return an InputPort by name.

get_input(name)

Parameters

name

str

Required

Name of the input port.

Returns

The input port with the matching name.

Return type

InputPort

get_output

Return an OutputPort by name.

get_output(name)

Parameters

name

str

Required

Name of the output port

Returns

The output port

Return type

OutputPort

get_param

Return a parameter by name.

get_param(name)

Parameters

name

str

Required

Name of the parameter.

Returns

The parameter.

Return type

Param

run_after

Run this node after the given node.

If you want to run a step, for example, step3 after both step1 and step2 are completed, you can use:

   step3.run_after(step1)
   step3.run_after(step2)

run_after(node)

Parameters

node

Node

Required

The node to run before this node.

sequence

Configure a list of nodes to run in sequence after this node.

sequence(nodes)

Parameters

nodes

list

Required

The list of nodes.

Attributes

datasource_def

Get the datasource definition.

Returns

The datasource definition object.

Return type

DataSourceDef

input_dict

Get a dictionary containing all inputs.

Returns

Dictionary of {input name, InputPort}

Return type

dict

inputs

Get a list containing all inputs.

Returns

List of InputPort.

Return type

list

module_def

Get the module definition.

Returns

The module definition object.

Return type

ModuleDef

name

Get the name of this node.

Returns

The name.

Return type

str

node_id

Get the node ID for this node.

Returns

The node ID.

Return type

str

output_dict

Get a dictionary containing all outputs.

Returns

Dictionary of {output name, OutputPort}

Return type

dict

outputs

Get a list containing all outputs.

Returns

List of OutputPort.

Return type

list

params

Get a dictionary containing all parameters.

Returns

Dictionary of {parameter name, Param}

Return type

dict