fault_predict
Prototype
def fault_predict(data_path, model_path)
Description
Fault prediction interface. It is used to predict faults based on an existing model.
Working Principle
Reads data and an existing model to predict data and output results.
When using this API, ensure that the model read by this interface is the output of the fault_train or fault_update interface. Users need to ensure the security of the output to prevent attackers from triggering arbitrary code execution during model deserialization by constructing malicious data.
Parameters
|
Parameter |
Description |
Input/Output |
|---|---|---|
|
data_path |
Path to the data file to be predicted |
Input |
|
model_path |
Path to the existing model file |
Input |
Return Value
|
Parameter |
Description |
|---|---|
|
alert_sn_list |
Returns the list of SNs of faulty drives after the prediction is done. |
Figure 1 shows an example of returned information.
