feature: Add Clarify Processor, Model Bias, Explainability, and Quality Monitors support. (#494) (#503)

Author: milah

doc/api/training/processing.rst

@@ -10,3 +10,8 @@ Processing
     :members:
     :undoc-members:
     :show-inheritance:
+
+.. automodule:: sagemaker.clarify
+    :members:
+    :undoc-members:
+    :show-inheritance:

src/sagemaker/clarify.py

@@ -0,0 +1,33 @@
+{
+    "processing": {
+        "versions": {
+            "1.0": {
+                "registries": {
+                    "af-south-1": "811711786498",
+                    "ap-east-1": "098760798382",
+                    "ap-northeast-1": "377024640650",
+                    "ap-northeast-2": "263625296855",
+                    "ap-south-1": "452307495513",
+                    "ap-southeast-1": "834264404009",
+                    "ap-southeast-2": "007051062584",
+                    "ca-central-1": "675030665977",
+                    "cn-north-1": "122526803553",
+                    "cn-northwest-1": "122578899357",
+                    "eu-central-1": "017069133835",
+                    "eu-north-1": "763603941244",
+                    "eu-south-1": "638885417683",
+                    "eu-west-1": "131013547314",
+                    "eu-west-2": "440796970383",
+                    "eu-west-3": "341593696636",
+                    "me-south-1": "835444307964",
+                    "sa-east-1": "520018980103",
+                    "us-east-1": "205585389593",
+                    "us-east-2": "211330385671",
+                    "us-west-1": "740489534195",
+                    "us-west-2": "306415355426"
+                },
+                "repository": "sagemaker-clarify-processing"
+            }
+        }
+    }
+}

src/sagemaker/image_uri_config/clarify.json

@@ -24,6 +24,16 @@
 from sagemaker.model_monitor.model_monitoring import MonitoringExecution  # noqa: F401
 from sagemaker.model_monitor.model_monitoring import EndpointInput  # noqa: F401
 from sagemaker.model_monitor.model_monitoring import MonitoringOutput  # noqa: F401
+from sagemaker.model_monitor.model_monitoring import ModelQualityMonitor  # noqa: F401
+
+from sagemaker.model_monitor.clarify_model_monitoring import BiasAnalysisConfig  # noqa: F401
+from sagemaker.model_monitor.clarify_model_monitoring import (  # noqa: F401
+    ExplainabilityAnalysisConfig,
+)
+from sagemaker.model_monitor.clarify_model_monitoring import ModelBiasMonitor  # noqa: F401
+from sagemaker.model_monitor.clarify_model_monitoring import (  # noqa: F401
+    ModelExplainabilityMonitor,
+)
 
 from sagemaker.model_monitor.cron_expression_generator import CronExpressionGenerator  # noqa: F401
 from sagemaker.model_monitor.monitoring_files import Statistics  # noqa: F401