InferenceJob

This class encapsulates and extends the ROS resource type ALIYUN::PAIPlugin::InferenceJob, which is used to create a prediction job.

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
)

Name	Type	Description
scope	ros_cdk_core.Construct	No description.
id	str	No description.
algorithm	typing.Union[str, ros_cdk_core.IResolvable]	Property algorithm: The algorithm of inference job.
campaign_id	typing.Union[str, ros_cdk_core.IResolvable]	Property campaignId: The campaign id of inference job.
data_path	typing.Union[str, ros_cdk_core.IResolvable]	Property dataPath: The input data path of inference job.
name	typing.Union[str, ros_cdk_core.IResolvable]	Property name: The name of inference job.
target_path	typing.Union[str, ros_cdk_core.IResolvable]	Property targetPath: The output result path of inference job.
training_job_id	typing.Union[str, ros_cdk_core.IResolvable]	Property trainingJobId: The training job id of inference job.
user_config	typing.Union[ros_cdk_core.IResolvable, typing.Mapping[typing.Any]]	Property userConfig: The user config of inference job.
remark	typing.Union[str, ros_cdk_core.IResolvable]	Property remark: The remark of inference job.
wait_for_inference_finish	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	bool	No description.

---

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

Name	Description
to_string	Returns a string representation of this construct.
synthesize	Allows this construct to emit artifacts into the cloud assembly during synthesis.
add_condition	No description.
add_count	No description.
add_dependency	No description.
add_resource_desc	No description.
apply_removal_policy	No description.
get_att	No description.
set_metadata	No description.

---

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

---

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

Name	Description
is_construct	Return whether the given object is a Construct.

---

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

Name	Type	Description
node	ros_cdk_core.ConstructNode	The construct tree node associated with this construct.
ref	str	No description.
stack	ros_cdk_core.Stack	The stack in which this resource is defined.
resource	ros_cdk_core.RosResource	No description.
attr_group_id	ros_cdk_core.IResolvable	Attribute GroupId: The related group id of infernce job result.
attr_inference_job_id	ros_cdk_core.IResolvable	Attribute InferenceJobId: The id of inference job.

---

node^Required

node: ConstructNode

• Type: ros_cdk_core.ConstructNode

The construct tree node associated with this construct.

---

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: IResolvable

• Type: ros_cdk_core.IResolvable

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

---

attr_inference_job_id^Required

attr_inference_job_id: IResolvable

• Type: ros_cdk_core.IResolvable

Attribute InferenceJobId: The id of inference job.

---