2022/04/21 - Amazon Lookout for Metrics - 1 new api methods
Changes Added DetectMetricSetConfig API for detecting configuration required for creating metric set from provided S3 data source.
Detects an Amazon S3 dataset's file format, interval, and offset.
See also: AWS API Documentation
Request Syntax
client.detect_metric_set_config(
AnomalyDetectorArn='string',
AutoDetectionMetricSource={
'S3SourceConfig': {
'TemplatedPathList': [
'string',
],
'HistoricalDataPathList': [
'string',
]
}
}
)
string
[REQUIRED]
An anomaly detector ARN.
dict
[REQUIRED]
A data source.
S3SourceConfig (dict) --
The source's source config.
TemplatedPathList (list) --
The config's templated path list.
(string) --
HistoricalDataPathList (list) --
The config's historical data path list.
(string) --
dict
Response Syntax
{
'DetectedMetricSetConfig': {
'Offset': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'MetricSetFrequency': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'MetricSource': {
'S3SourceConfig': {
'FileFormatDescriptor': {
'CsvFormatDescriptor': {
'FileCompression': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'Charset': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'ContainsHeader': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'Delimiter': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'HeaderList': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'QuoteSymbol': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
}
},
'JsonFormatDescriptor': {
'FileCompression': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
},
'Charset': {
'Value': {
'S': 'string',
'N': 'string',
'B': 'string',
'SS': [
'string',
],
'NS': [
'string',
],
'BS': [
'string',
]
},
'Confidence': 'HIGH'|'LOW'|'NONE',
'Message': 'string'
}
}
}
}
}
}
}
Response Structure
(dict) --
DetectedMetricSetConfig (dict) --
The inferred dataset configuration for the datasource.
Offset (dict) --
The dataset's offset.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
MetricSetFrequency (dict) --
The dataset's interval.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
MetricSource (dict) --
The dataset's data source.
S3SourceConfig (dict) --
The data source's source configuration.
FileFormatDescriptor (dict) --
The source's file format descriptor.
CsvFormatDescriptor (dict) --
Details about a CSV format.
FileCompression (dict) --
The format's file compression.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
Charset (dict) --
The format's charset.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
ContainsHeader (dict) --
Whether the format includes a header.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
Delimiter (dict) --
The format's delimiter.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
HeaderList (dict) --
The format's header list.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
QuoteSymbol (dict) --
The format's quote symbol.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
JsonFormatDescriptor (dict) --
Details about a JSON format.
FileCompression (dict) --
The format's file compression.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.
Charset (dict) --
The format's character set.
Value (dict) --
The field's value.
S (string) --
A string.
N (string) --
A number.
B (string) --
A binary value.
SS (list) --
A list of strings.
(string) --
NS (list) --
A list of numbers.
(string) --
BS (list) --
A list of binary values.
(string) --
Confidence (string) --
The field's confidence.
Message (string) --
The field's message.