InferenceJob

• Implements: IInferenceJob

This class encapsulates and extends the ROS resource type ALIYUN::PAIPlugin::InferenceJob.

Initializers

import ros_cdk_paiplugin
ros_cdk_paiplugin.InferenceJob(
  scope: Construct,
  id: str,
  algorithm: typing.Union[str, IResolvable],
  campaign_id: typing.Union[str, IResolvable],
  data_path: typing.Union[str, IResolvable],
  name: typing.Union[str, IResolvable],
  target_path: typing.Union[str, IResolvable],
  training_job_id: typing.Union[str, IResolvable],
  user_config: typing.Union[IResolvable, typing.Mapping[typing.Any]],
  remark: typing.Union[str, IResolvable] = None,
  wait_for_inference_finish: typing.Union[bool, IResolvable] = None,
  enable_resource_property_constraint: bool = None
)

scope^Required

• Type: ros_cdk_core.Construct

id^Required

• Type: str

algorithm^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property algorithm: The algorithm of inference job.

campaign_id^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property campaignId: The campaign id of inference job.

data_path^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property dataPath: The input data path of inference job.

name^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property name: The name of inference job.

target_path^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property targetPath: The output result path of inference job.

training_job_id^Required

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property trainingJobId: The training job id of inference job.

user_config^Required

• Type: typing.Union[ros_cdk_core.IResolvable, typing.Mapping[typing.Any]]

Property userConfig: The user config of inference job.

remark^Optional

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Property remark: The remark of inference job.

wait_for_inference_finish^Optional

• Type: typing.Union[bool, ros_cdk_core.IResolvable]

Property waitForInferenceFinish: Whether resource creation waits for the inference task to complete.The longest waiting time is 40 minutes.

enable_resource_property_constraint^Optional

• Type: bool

Methods

to_string

def to_string() -> str

Returns a string representation of this construct.

synthesize

def synthesize(
  session: ISynthesisSession
) -> None

Allows this construct to emit artifacts into the cloud assembly during synthesis.

This method is usually implemented by framework-level constructs such as Stack and Asset as they participate in synthesizing the cloud assembly.

session^Required

• Type: ros_cdk_core.ISynthesisSession

The synthesis session.

add_condition

def add_condition(
  condition: RosCondition
) -> None

condition^Required

• Type: ros_cdk_core.RosCondition

add_count

def add_count(
  count: typing.Union[typing.Union[int, float], IResolvable]
) -> None

count^Required

• Type: typing.Union[typing.Union[int, float], ros_cdk_core.IResolvable]

add_dependency

def add_dependency(
  resource: Resource
) -> None

resource^Required

• Type: ros_cdk_core.Resource

add_resource_desc

def add_resource_desc(
  desc: str
) -> None

desc^Required

• Type: str

apply_removal_policy

def apply_removal_policy(
  policy: RemovalPolicy
) -> None

policy^Required

• Type: ros_cdk_core.RemovalPolicy

fetch_condition

def fetch_condition() -> RosCondition

fetch_dependency

def fetch_dependency() -> typing.List[str]

fetch_resource_desc

def fetch_resource_desc() -> str

get_att

def get_att(
  name: str
) -> IResolvable

name^Required

• Type: str

set_metadata

def set_metadata(
  key: str,
  value: typing.Any
) -> None

key^Required

• Type: str

value^Required

• Type: typing.Any

Static Functions

is_construct

import ros_cdk_paiplugin
ros_cdk_paiplugin.InferenceJob.is_construct(
  x: typing.Any
)

Return whether the given object is a Construct.

x^Required

• Type: typing.Any

Properties

node^Required

node: ConstructNode

• Type: ros_cdk_core.ConstructNode

The construct tree node associated with this construct.

env^Required

env: IResourceEnvironment

• Type: ros_cdk_core.IResourceEnvironment

The environment this resource belongs to.

For resources that are created and managed by the CDK (generally, those created by creating new class instances like Role, Bucket, etc.), this is always the same as the environment of the stack they belong to; however, for imported resources (those obtained from static methods like fromRoleArn, fromBucketName, etc.), that might be different than the stack they were imported into.

ref^Required

ref: str

• Type: str

stack^Required

stack: Stack

• Type: ros_cdk_core.Stack

The stack in which this resource is defined.

resource^Optional

resource: RosResource

• Type: ros_cdk_core.RosResource

attr_group_id^Required

attr_group_id: typing.Union[str, IResolvable]

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Attribute GroupId: The related group id of infernce job result.

attr_inference_job_id^Required

attr_inference_job_id: typing.Union[str, IResolvable]

• Type: typing.Union[str, ros_cdk_core.IResolvable]

Attribute InferenceJobId: The id of inference job.

props^Required

props: InferenceJobProps

• Type: InferenceJobProps