Sagemaker Batch Transform is not generating output data.

Question

Hi all. I generated a batch transform. The process finished correctly with no issues. When I check the output data, the directory is empty. 
This is the manifest file format (RecordIO) :

{"source-ref": "s3://sagemaker-studio-lmoqoty0no/firstVideo/resizedImages/1stVideo/frame_1738.jpg", "FirstVideo-labeling-job-3": {"image_size": [{"width": 320, "height": 240, "depth": 3}], "annotations": [{"class_id": 0, "top": 65, "left": 155, "height": 47, "width": 31}]}, "FirstVideo-labeling-job-3-metadata": {"objects": [{"confidence": 0}], "class-map": {"0": "Rat (walking)"}, "type": "groundtruth/object-detection", "human-annotated": "yes", "creation-date": "2023-04-11T14:20:13.939265", "job-name": "labeling-job/firstvideo-labeling-job-3"}}

This is the input data configuration: 
Input data configuration
S3 data type
ManifestFile
Split type
RecordIO
Compression type
None
S3 URI
s3://sagemaker-studio-lmoqoty0no/manifestFiles/modified_validation_manifest.manifest 
Content type
application/x-recordio

Answer

Hi,

Kindly go through the most commonly faced issues in Batch Transform listed here - https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-errors.html

If this does not resolved, the best option would be to raise a support case and understand the actual issue.

Thanks,
Arjun

PS: If you think this answer has helped you and might help others looking for same query, kindly mark acceptance of this answer, thanks.

Sagemaker Batch Transform is not generating output data.

Relevanter Inhalt