Your dataset file must meet the following criteria:
- The size of all dataset data files together should not exceed 100MB
- The dataset must contain columns for ID and Timestamp. For more information, see Entities.
- The first row should contain the feature/entity name
Here's an example of what a dataset file should look like, where
- Features: ׳Device, ׳Age׳, and ׳Gender׳
- Prediction: ׳is_fraud׳
- Label (ground truth): ׳is_fraudulent׳
- ID: ׳ID׳
- Timestamp: ׳Timestamp׳ (supported type: yyyy-mm-dd hh:mm:ss.SSS)
The most common use cases where data ingestion failures occur when the schema doesn't match. Make The most common cases of data ingestion failure occur when the schema don’t match. Make sure you use the same schema for data ingestion as is used in the uploaded dataset.
Superwise lets you track and monitor your data transactions. You can also track any failed transactions by setting an alert mechanism that will send an appropriate notification message to one of the suggested integration channels.
Specify how many failed transactions should occur during the selected time period in order for you to receive notification.
Configure the alert mechanism to match your data sending method. For example, if you send data in a stream (records), getting alerts for a certain number of failed transactions may be less relevant than when you send a data file.
You can keep track of your failed transactions in the notification log. Another option is to select Show in list to filter the relevant failed transactions.
For security reasons, Superwise does not keep the raw data available. It is used only for aggregation and metric calculations.
Analysis for segments starts from the moment you create them and are not applied retrospectively to historical data. This means that from the moment of creation until you log relevant production data into Superwise, you will see 0 as the number of predictions under that segment.
There are several possible reasons for such behavior:
- The transaction may have failed. Look here to find out if this is the case.
- You logged data in batches, and it hasn't yet arrived at Superwise. It can take up to several minutes for the data to be updated in the UI, so wait a few minutes and refresh the screen.
- It might take up to several minutes for the data to be updated in the UI - wait a few minutes and refresh the screen
Updated 2 months ago