s3Uri
Depending on the value specified for the S3DataType
, identifies either a key name prefix or a manifest. For example:
A key name prefix might look like this:
s3://bucketname/exampleprefix/
A manifest might look like this:
s3://bucketname/example.manifest
A manifest is an S3 object which is a JSON file consisting of an array of elements. The first element is a prefix which is followed by one or more suffixes. SageMaker appends the suffix elements to the prefix to get a full set ofS3Uri
. Note that the prefix must be a valid non-emptyS3Uri
that precludes users from specifying a manifest whose individualS3Uri
is sourced from different S3 buckets. The following code example shows a valid manifest format:[ {"prefix": "s3://customer_bucket/some/prefix/"},`` "relative/path/to/custdata-1",`` "relative/path/custdata-2",`` ...`` "relative/path/custdata-N"``]
This JSON is equivalent to the followingS3Uri
list:s3://customer_bucket/some/prefix/relative/path/to/custdata-1``s3://customer_bucket/some/prefix/relative/path/custdata-2``...``s3://customer_bucket/some/prefix/relative/path/custdata-N
The complete set ofS3Uri
in this manifest is the input data for the channel for this data source. The object that eachS3Uri
points to must be readable by the IAM role that SageMaker uses to perform tasks on your behalf.
Your input bucket must be located in same Amazon Web Services region as your training job.