Each Valohai project has one or more data stores.
A data store is a secure place to keep your files; you download training data from there and upload your trained models to there.
Valohai supports the following data store types:
- Amazon S3
- Azure Blob Storage
- Google Storage
- OpenStack Swift
If you don’t assing a data store to your project, your files will be uploaded to a Amazon S3 bucket under Valohai account. The bucket is not public so your data is safe with us but we do recommend setting up a private data store if you have any slightest concern for data security.
In addition to downloading files from data stores, you can also download from any public HTTP(S) address. For private installations, we also provide mount and FTP- based data ingestion options.