PerSignalDetails¶

class oci.ai_anomaly_detection.models.PerSignalDetails(**kwargs)¶

Bases: object

Detailed information like statistics, metrics and status for a signal

Attributes

`STATUS_ACCEPTED`	A constant which can be used with the status property of a PerSignalDetails.
`STATUS_DROPPED`	A constant which can be used with the status property of a PerSignalDetails.
`STATUS_OTHER`	A constant which can be used with the status property of a PerSignalDetails.
`details`	Gets the details of this PerSignalDetails.
`fap`	Gets the fap of this PerSignalDetails.
`is_quantized`	Gets the is_quantized of this PerSignalDetails.
`max`	[Required] Gets the max of this PerSignalDetails.
`min`	[Required] Gets the min of this PerSignalDetails.
`mvi_ratio`	Gets the mvi_ratio of this PerSignalDetails.
`signal_name`	[Required] Gets the signal_name of this PerSignalDetails.
`status`	[Required] Gets the status of this PerSignalDetails.
`std`	[Required] Gets the std of this PerSignalDetails.

Methods

__init__(**kwargs) Initializes a new PerSignalDetails object with values from keyword arguments.

STATUS_ACCEPTED = 'ACCEPTED'¶: A constant which can be used with the status property of a PerSignalDetails. This constant has a value of “ACCEPTED”

STATUS_DROPPED = 'DROPPED'¶: A constant which can be used with the status property of a PerSignalDetails. This constant has a value of “DROPPED”

STATUS_OTHER = 'OTHER'¶: A constant which can be used with the status property of a PerSignalDetails. This constant has a value of “OTHER”

__init__(**kwargs)¶

Initializes a new PerSignalDetails object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

signal_name (str) – The value to assign to the signal_name property of this PerSignalDetails.
mvi_ratio (float) – The value to assign to the mvi_ratio property of this PerSignalDetails.
is_quantized (bool) – The value to assign to the is_quantized property of this PerSignalDetails.
fap (float) – The value to assign to the fap property of this PerSignalDetails.
min (float) – The value to assign to the min property of this PerSignalDetails.
max (float) – The value to assign to the max property of this PerSignalDetails.
std (float) – The value to assign to the std property of this PerSignalDetails.
status (str) – The value to assign to the status property of this PerSignalDetails. Allowed values for this property are: “ACCEPTED”, “DROPPED”, “OTHER”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
details (str) – The value to assign to the details property of this PerSignalDetails.

details¶

Gets the details of this PerSignalDetails. detailed information for a signal.

Returns:	The details of this PerSignalDetails.
Return type:	str

fap¶

Gets the fap of this PerSignalDetails. Accuracy metric for a signal.

Returns:	The fap of this PerSignalDetails.
Return type:	float

is_quantized¶

Gets the is_quantized of this PerSignalDetails. A boolean value to indicate if a signal is quantized or not.

Returns:	The is_quantized of this PerSignalDetails.
Return type:	bool

max¶

[Required] Gets the max of this PerSignalDetails. Max value within a signal.

Returns:	The max of this PerSignalDetails.
Return type:	float

min¶

[Required] Gets the min of this PerSignalDetails. Min value within a signal.

Returns:	The min of this PerSignalDetails.
Return type:	float

mvi_ratio¶

Gets the mvi_ratio of this PerSignalDetails. The ratio of missing values in a signal filled/imputed by the IDP algorithm.

Returns:	The mvi_ratio of this PerSignalDetails.
Return type:	float

signal_name¶

[Required] Gets the signal_name of this PerSignalDetails. The name of a signal.

Returns:	The signal_name of this PerSignalDetails.
Return type:	str

status¶

[Required] Gets the status of this PerSignalDetails. Status of the signal:

ACCEPTED - the signal is used for training the model

DROPPED - the signal does not meet requirement, and is dropped before training the model.

OTHER - placeholder for other status

Allowed values for this property are: “ACCEPTED”, “DROPPED”, “OTHER”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The status of this PerSignalDetails.
Return type:	str

std¶

[Required] Gets the std of this PerSignalDetails. Standard deviation of values within a signal.

Returns:	The std of this PerSignalDetails.
Return type:	float