Connecting

Integrating your model data with SWE is a simple process meant to improve your ML operations. Here are the necessary steps to input your model's data into our platform from different stages of your data pipeline. Once connected, the data is systematically arranged into datasets for easy querying, allowing you to derive insights from all aspects of your operation.

To connect your data to SWE, please follow the steps below:

• Connect new source - In SWE, a 'Source' is the assigned storage location for your data files. Establishing a Source provides an entry point for data to be uploaded into the platform.
• Create dataset and connect it to a source- Connecting a dataset to your Source creates a dynamic link. Any new data reaching the Source automatically updates the associated dataset. This seamless process ensures your dataset stays up-to-date, reflecting the latest information from your data pipeline.
• Automated Alerts for Ingestion Failures (Optional) - You can set a policy on "failed data ingestion" events to receive notifications when files fail to upload.