Class GoogleCloudDatalabelingV1beta1EvaluationJob

Defines an evaluation job that runs periodically to generate Evaluations. Creating an evaluation job is the starting point for using continuous evaluation.

Inheritance
object
GoogleCloudDatalabelingV1beta1EvaluationJob
Implements
Inherited Members
Namespace: Google.Apis.DataLabeling.v1beta1.Data
Assembly: Google.Apis.DataLabeling.v1beta1.dll
Syntax
public class GoogleCloudDatalabelingV1beta1EvaluationJob : IDirectResponseSchema

Properties

AnnotationSpecSet

Required. Name of the AnnotationSpecSet describing all the labels that your machine learning model outputs. You must create this resource before you create an evaluation job and provide its name in the following format: "projects/{project_id}/annotationSpecSets/{annotation_spec_set_id}"

Declaration
[JsonProperty("annotationSpecSet")]
public virtual string AnnotationSpecSet { get; set; }
Property Value
Type Description
string

Attempts

Output only. Every time the evaluation job runs and an error occurs, the failed attempt is appended to this array.

Declaration
[JsonProperty("attempts")]
public virtual IList<GoogleCloudDatalabelingV1beta1Attempt> Attempts { get; set; }
Property Value
Type Description
IList<GoogleCloudDatalabelingV1beta1Attempt>

CreateTime

object representation of CreateTimeRaw.

Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]
public virtual object CreateTime { get; set; }
Property Value
Type Description
object

CreateTimeDateTimeOffset

DateTimeOffset representation of CreateTimeRaw.

Declaration
[JsonIgnore]
public virtual DateTimeOffset? CreateTimeDateTimeOffset { get; set; }
Property Value
Type Description
DateTimeOffset?

CreateTimeRaw

Output only. Timestamp of when this evaluation job was created.

Declaration
[JsonProperty("createTime")]
public virtual string CreateTimeRaw { get; set; }
Property Value
Type Description
string

Description

Required. Description of the job. The description can be up to 25,000 characters long.

Declaration
[JsonProperty("description")]
public virtual string Description { get; set; }
Property Value
Type Description
string

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

EvaluationJobConfig

Required. Configuration details for the evaluation job.

Declaration
[JsonProperty("evaluationJobConfig")]
public virtual GoogleCloudDatalabelingV1beta1EvaluationJobConfig EvaluationJobConfig { get; set; }
Property Value
Type Description
GoogleCloudDatalabelingV1beta1EvaluationJobConfig

LabelMissingGroundTruth

Required. Whether you want Data Labeling Service to provide ground truth labels for prediction input. If you want the service to assign human labelers to annotate your data, set this to true. If you want to provide your own ground truth labels in the evaluation job's BigQuery table, set this to false.

Declaration
[JsonProperty("labelMissingGroundTruth")]
public virtual bool? LabelMissingGroundTruth { get; set; }
Property Value
Type Description
bool?

ModelVersion

Required. The AI Platform Prediction model version to be evaluated. Prediction input and output is sampled from this model version. When creating an evaluation job, specify the model version in the following format: "projects/{project_id}/models/{model_name}/versions/{version_name}" There can only be one evaluation job per model version.

Declaration
[JsonProperty("modelVersion")]
public virtual string ModelVersion { get; set; }
Property Value
Type Description
string

Name

Output only. After you create a job, Data Labeling Service assigns a name to the job with the following format: "projects/{project_id}/evaluationJobs/ {evaluation_job_id}"

Declaration
[JsonProperty("name")]
public virtual string Name { get; set; }
Property Value
Type Description
string

Schedule

Required. Describes the interval at which the job runs. This interval must be at least 1 day, and it is rounded to the nearest day. For example, if you specify a 50-hour interval, the job runs every 2 days. You can provide the schedule in crontab format or in an English-like format. Regardless of what you specify, the job will run at 10:00 AM UTC. Only the interval from this schedule is used, not the specific time of day.

Declaration
[JsonProperty("schedule")]
public virtual string Schedule { get; set; }
Property Value
Type Description
string

State

Output only. Describes the current state of the job.

Declaration
[JsonProperty("state")]
public virtual string State { get; set; }
Property Value
Type Description
string

Implements