Workflow

Token Validation

The CASClient first checks the validity of the API token.

Data Validation

Next step is to check the data. At the moment, the CASClient checks if the matrix corresponds to a CAS schema before sending it to the backend.

Data Sanitization

Depending on the previous step it would next do one of the following:

Fill missing features with zeros.

Omit extra features.

Data Transfer to the Backend

The CASClient splits input data matrices into smaller shards and asynchronously send them to the backend to achieve the maximum speed of processing.