Editing a training data configuration file - Amazon Neptune

Editing a training data configuration file

The Neptune export process exports Neptune ML data from a Neptune DB cluster into an S3 bucket. It exports nodes and edges separately into a nodes/ and an edges/ folder. It also creates a JSON training data configuration file, named training-data-configuration.json by default. This file contains information about the schema of the graph, the types of its features, feature transformation and normalization operations, and the target feature for a classification or regression task.

There might be cases when you want to modify the configuration file directly. One such case is when you want to change the way features are processed or how the graph is constructed, without needing to rerun the export every time you want to modify the specification for the machine learning task you're solving.

To edit the training data configuration file

  1. Download the file to your local machine.

    Unless you specified one or more named jobs in the additionalParams/neptune_ml parameter passed to the export process, the file will have the default name, which is training-data-configuration.json. You can use an AWS CLI command like this to download the file:

    aws s3 cp \
  s3://(your Amazon S3 bucket)/(path to your export folder)/training-data-configuration.json \
  ./

  2. Edit the file using a text editor.

  3. Upload the modified file. Upload the modified file back to the same location in Amazon S3 from which you downloaded it, using use an AWS CLI command like this:

    aws s3 cp \
  training-data-configuration.json \
  s3://(your Amazon S3 bucket)/(path to your export folder)/training-data-configuration.json