QualityCheckConfig: QualityCheckConfig class

In DyfanJones/sagemaker-r-workflow: sagemaker pipeline and workflows

QualityCheckConfig class

Description

Quality Check Config.

Public fields

baseline_dataset

str or PipelineNonPrimitiveInputTypes): The path to the baseline_dataset file. This can be a local path or an S3 uri string

dataset_format

(dict): The format of the baseline_dataset.

output_s3_uri

(str or PipelineNonPrimitiveInputTypes): Desired S3 destination of the constraint_violations and statistics json files (default: None). If not specified an auto generated path will be used: "s3://<default_session_bucket>/model-monitor/baselining/<job_name>/results"

post_analytics_processor_script

(str): The path to the record post-analytics processor script (default: None). This can be a local path or an S3 uri string but CANNOT be any of PipelineNonPrimitiveInputTypes.

Methods

Public methods

• QualityCheckConfig$clone()

---

Method clone()

The objects of this class are cloneable with this method.

Usage

QualityCheckConfig$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-workflow documentation built on April 3, 2022, 11:28 p.m.