How to debug the explicability module of a model in the registry ?

Question

Hello, I get an error in the explicability module of the model registry (see screenshot below).
How can I debug this ? I would like to access logs to investigate this error.

![Screenshot of the Model Registry in Sagemaker Studio](/media/postImages/original/IMgx-Xu-jQQMe7MpFtHc5zHw)

Answer

Customer needs to provide the S3uri for [Clarify Explainability json](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelMetrics.html#sagemaker-Type-ModelMetrics-Explainability) in [CreateModelPackage](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateModelPackage.html) ModelMetrics

```
   "ModelMetrics": {
        "ModelQuality": {
            "Statistics": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********/V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/modelqualitycheckstep/statistics.json"
            },
            "Constraints": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********//V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/modelqualitycheckstep/constraints.json"
            }
        },
        "ModelDataQuality": {
            "Statistics": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********//V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/dataqualitycheckstep/statistics.json"
            },
            "Constraints": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********//V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/dataqualitycheckstep/constraints.json"
            }
        },
        "Bias": {
            "Report": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********//V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/modelbiascheckstep/analysis.json"
            },
            "PreTrainingReport": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********/V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/databiascheckstep/analysis.json"
            },
            "PostTrainingReport": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********/V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/modelbiascheckstep/analysis.json"
            }
        },
        "Explainability": {
            "Report": {
                "ContentType": "application/json",
                "S3Uri": "s3://sagemaker-project-p-*********/V796221526-p-pwcowxgrrfdt/5qo6ezikmux3/modelexplainabilitycheckstep/analysis.json"
            }
        }
    }
```

The Studio looks for the analysis.json(S3Uri) file in particular in the Explainability -> Report object and renders the report for the data in the analysis.json file.

Answer

If you are using XGBoost check this link: 
 [https://stackoverflow.com/questions/55621967/feature-importance-for-xgboost-in-sagemaker](https://stackoverflow.com/questions/55621967/feature-importance-for-xgboost-in-sagemaker)

How to debug the explicability module of a model in the registry ?

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