AWS Native v0.112.0, Jul 24 24

AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.112.0 published on Wednesday, Jul 24, 2024 by Pulumi

pulumi/pulumi-aws-native

aws-native.lookoutmetrics.AnomalyDetector

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AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.112.0 published on Wednesday, Jul 24, 2024 by Pulumi

pulumi/pulumi-aws-native

Create AnomalyDetector Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new AnomalyDetector(name: string, args: AnomalyDetectorArgs, opts?: CustomResourceOptions);

@overload
def AnomalyDetector(resource_name: str,
                    args: AnomalyDetectorArgs,
                    opts: Optional[ResourceOptions] = None)

@overload
def AnomalyDetector(resource_name: str,
                    opts: Optional[ResourceOptions] = None,
                    anomaly_detector_config: Optional[AnomalyDetectorConfigArgs] = None,
                    metric_set_list: Optional[Sequence[AnomalyDetectorMetricSetArgs]] = None,
                    anomaly_detector_description: Optional[str] = None,
                    anomaly_detector_name: Optional[str] = None,
                    kms_key_arn: Optional[str] = None)

func NewAnomalyDetector(ctx *Context, name string, args AnomalyDetectorArgs, opts ...ResourceOption) (*AnomalyDetector, error)

public AnomalyDetector(string name, AnomalyDetectorArgs args, CustomResourceOptions? opts = null)

public AnomalyDetector(String name, AnomalyDetectorArgs args)
public AnomalyDetector(String name, AnomalyDetectorArgs args, CustomResourceOptions options)

type: aws-native:lookoutmetrics:AnomalyDetector
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name string: The unique name of the resource.
args AnomalyDetectorArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

resource_name str: The unique name of the resource.
args AnomalyDetectorArgs: The arguments to resource properties.
opts ResourceOptions: Bag of options to control resource's behavior.

ctx Context: Context object for the current deployment.
name string: The unique name of the resource.
args AnomalyDetectorArgs: The arguments to resource properties.
opts ResourceOption: Bag of options to control resource's behavior.

name string: The unique name of the resource.
args AnomalyDetectorArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

name String: The unique name of the resource.
args AnomalyDetectorArgs: The arguments to resource properties.
options CustomResourceOptions: Bag of options to control resource's behavior.

AnomalyDetector Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

The AnomalyDetector resource accepts the following input properties:

AnomalyDetectorConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorConfig: Configuration options for the AnomalyDetector
MetricSetList List<Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorMetricSet>: List of metric sets for anomaly detection
AnomalyDetectorDescription string: A description for the AnomalyDetector.
AnomalyDetectorName string: Name for the Amazon Lookout for Metrics Anomaly Detector
KmsKeyArn string: KMS key used to encrypt the AnomalyDetector data

AnomalyDetectorConfig AnomalyDetectorConfigArgs: Configuration options for the AnomalyDetector
MetricSetList []AnomalyDetectorMetricSetArgs: List of metric sets for anomaly detection
AnomalyDetectorDescription string: A description for the AnomalyDetector.
AnomalyDetectorName string: Name for the Amazon Lookout for Metrics Anomaly Detector
KmsKeyArn string: KMS key used to encrypt the AnomalyDetector data

anomalyDetectorConfig AnomalyDetectorConfig: Configuration options for the AnomalyDetector
metricSetList List<AnomalyDetectorMetricSet>: List of metric sets for anomaly detection
anomalyDetectorDescription String: A description for the AnomalyDetector.
anomalyDetectorName String: Name for the Amazon Lookout for Metrics Anomaly Detector
kmsKeyArn String: KMS key used to encrypt the AnomalyDetector data

anomalyDetectorConfig AnomalyDetectorConfig: Configuration options for the AnomalyDetector
metricSetList AnomalyDetectorMetricSet[]: List of metric sets for anomaly detection
anomalyDetectorDescription string: A description for the AnomalyDetector.
anomalyDetectorName string: Name for the Amazon Lookout for Metrics Anomaly Detector
kmsKeyArn string: KMS key used to encrypt the AnomalyDetector data

anomaly_detector_config AnomalyDetectorConfigArgs: Configuration options for the AnomalyDetector
metric_set_list Sequence[AnomalyDetectorMetricSetArgs]: List of metric sets for anomaly detection
anomaly_detector_description str: A description for the AnomalyDetector.
anomaly_detector_name str: Name for the Amazon Lookout for Metrics Anomaly Detector
kms_key_arn str: KMS key used to encrypt the AnomalyDetector data

anomalyDetectorConfig Property Map: Configuration options for the AnomalyDetector
metricSetList List<Property Map>: List of metric sets for anomaly detection
anomalyDetectorDescription String: A description for the AnomalyDetector.
anomalyDetectorName String: Name for the Amazon Lookout for Metrics Anomaly Detector
kmsKeyArn String: KMS key used to encrypt the AnomalyDetector data

Outputs

All input properties are implicitly available as output properties. Additionally, the AnomalyDetector resource produces the following output properties:

Arn string: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
Id string: The provider-assigned unique ID for this managed resource.

Arn string: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
Id string: The provider-assigned unique ID for this managed resource.

arn String: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
id String: The provider-assigned unique ID for this managed resource.

arn string: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
id string: The provider-assigned unique ID for this managed resource.

arn str: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
id str: The provider-assigned unique ID for this managed resource.

arn String: The Amazon Resource Name (ARN) of the detector. For example, arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector
id String: The provider-assigned unique ID for this managed resource.

Supporting Types

AnomalyDetectorAppFlowConfig, AnomalyDetectorAppFlowConfigArgs

FlowName string: name of the flow.
RoleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

FlowName string: name of the flow.
RoleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

flowName String: name of the flow.
roleArn String: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

flowName string: name of the flow.
roleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

flow_name str: name of the flow.
role_arn str: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

flowName String: name of the flow.
roleArn String: An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

AnomalyDetectorCloudwatchConfig, AnomalyDetectorCloudwatchConfigArgs

RoleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

RoleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

roleArn String: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

roleArn string: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

role_arn str: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

roleArn String: An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

AnomalyDetectorConfig, AnomalyDetectorConfigArgs

AnomalyDetectorFrequency Pulumi.AwsNative.LookoutMetrics.AnomalyDetectorFrequency: Frequency of anomaly detection

AnomalyDetectorFrequency AnomalyDetectorFrequency: Frequency of anomaly detection

anomalyDetectorFrequency AnomalyDetectorFrequency: Frequency of anomaly detection

anomalyDetectorFrequency AnomalyDetectorFrequency: Frequency of anomaly detection

anomaly_detector_frequency AnomalyDetectorFrequency: Frequency of anomaly detection

anomalyDetectorFrequency "PT5M" | "PT10M" | "PT1H" | "P1D": Frequency of anomaly detection

AnomalyDetectorCsvFormatDescriptor, AnomalyDetectorCsvFormatDescriptorArgs

Charset string: The character set in which the source CSV file is written.
ContainsHeader bool: Whether or not the source CSV file contains a header.
Delimiter string: The character used to delimit the source CSV file.
FileCompression Pulumi.AwsNative.LookoutMetrics.AnomalyDetectorCsvFormatDescriptorFileCompression: The level of compression of the source CSV file.
HeaderList List<string>: A list of the source CSV file's headers, if any.
QuoteSymbol string: The character used as a quote character.

Charset string: The character set in which the source CSV file is written.
ContainsHeader bool: Whether or not the source CSV file contains a header.
Delimiter string: The character used to delimit the source CSV file.
FileCompression AnomalyDetectorCsvFormatDescriptorFileCompression: The level of compression of the source CSV file.
HeaderList []string: A list of the source CSV file's headers, if any.
QuoteSymbol string: The character used as a quote character.

charset String: The character set in which the source CSV file is written.
containsHeader Boolean: Whether or not the source CSV file contains a header.
delimiter String: The character used to delimit the source CSV file.
fileCompression AnomalyDetectorCsvFormatDescriptorFileCompression: The level of compression of the source CSV file.
headerList List<String>: A list of the source CSV file's headers, if any.
quoteSymbol String: The character used as a quote character.

charset string: The character set in which the source CSV file is written.
containsHeader boolean: Whether or not the source CSV file contains a header.
delimiter string: The character used to delimit the source CSV file.
fileCompression AnomalyDetectorCsvFormatDescriptorFileCompression: The level of compression of the source CSV file.
headerList string[]: A list of the source CSV file's headers, if any.
quoteSymbol string: The character used as a quote character.

charset str: The character set in which the source CSV file is written.
contains_header bool: Whether or not the source CSV file contains a header.
delimiter str: The character used to delimit the source CSV file.
file_compression AnomalyDetectorCsvFormatDescriptorFileCompression: The level of compression of the source CSV file.
header_list Sequence[str]: A list of the source CSV file's headers, if any.
quote_symbol str: The character used as a quote character.

charset String: The character set in which the source CSV file is written.
containsHeader Boolean: Whether or not the source CSV file contains a header.
delimiter String: The character used to delimit the source CSV file.
fileCompression "NONE" | "GZIP": The level of compression of the source CSV file.
headerList List<String>: A list of the source CSV file's headers, if any.
quoteSymbol String: The character used as a quote character.

AnomalyDetectorCsvFormatDescriptorFileCompression, AnomalyDetectorCsvFormatDescriptorFileCompressionArgs

None: NONE
Gzip: GZIP

AnomalyDetectorCsvFormatDescriptorFileCompressionNone: NONE
AnomalyDetectorCsvFormatDescriptorFileCompressionGzip: GZIP

None: NONE
Gzip: GZIP

None: NONE
Gzip: GZIP

NONE: NONE
GZIP: GZIP

"NONE": NONE
"GZIP": GZIP

AnomalyDetectorFileFormatDescriptor, AnomalyDetectorFileFormatDescriptorArgs

CsvFormatDescriptor Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorCsvFormatDescriptor: Contains information about how a source CSV data file should be analyzed.
JsonFormatDescriptor Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorJsonFormatDescriptor: Contains information about how a source JSON data file should be analyzed.

CsvFormatDescriptor AnomalyDetectorCsvFormatDescriptor: Contains information about how a source CSV data file should be analyzed.
JsonFormatDescriptor AnomalyDetectorJsonFormatDescriptor: Contains information about how a source JSON data file should be analyzed.

csvFormatDescriptor AnomalyDetectorCsvFormatDescriptor: Contains information about how a source CSV data file should be analyzed.
jsonFormatDescriptor AnomalyDetectorJsonFormatDescriptor: Contains information about how a source JSON data file should be analyzed.

csvFormatDescriptor AnomalyDetectorCsvFormatDescriptor: Contains information about how a source CSV data file should be analyzed.
jsonFormatDescriptor AnomalyDetectorJsonFormatDescriptor: Contains information about how a source JSON data file should be analyzed.

csv_format_descriptor AnomalyDetectorCsvFormatDescriptor: Contains information about how a source CSV data file should be analyzed.
json_format_descriptor AnomalyDetectorJsonFormatDescriptor: Contains information about how a source JSON data file should be analyzed.

csvFormatDescriptor Property Map: Contains information about how a source CSV data file should be analyzed.
jsonFormatDescriptor Property Map: Contains information about how a source JSON data file should be analyzed.

AnomalyDetectorFrequency, AnomalyDetectorFrequencyArgs

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

AnomalyDetectorFrequencyPt5m: PT5M
AnomalyDetectorFrequencyPt10m: PT10M
AnomalyDetectorFrequencyPt1h: PT1H
AnomalyDetectorFrequencyP1d: P1D

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

PT5M: PT5M
PT10M: PT10M
PT1H: PT1H
P1D: P1D

"PT5M": PT5M
"PT10M": PT10M
"PT1H": PT1H
"P1D": P1D

AnomalyDetectorJsonFormatDescriptor, AnomalyDetectorJsonFormatDescriptorArgs

Charset string: The character set in which the source JSON file is written.
FileCompression Pulumi.AwsNative.LookoutMetrics.AnomalyDetectorJsonFormatDescriptorFileCompression: The level of compression of the source CSV file.

Charset string: The character set in which the source JSON file is written.
FileCompression AnomalyDetectorJsonFormatDescriptorFileCompression: The level of compression of the source CSV file.

charset String: The character set in which the source JSON file is written.
fileCompression AnomalyDetectorJsonFormatDescriptorFileCompression: The level of compression of the source CSV file.

charset string: The character set in which the source JSON file is written.
fileCompression AnomalyDetectorJsonFormatDescriptorFileCompression: The level of compression of the source CSV file.

charset str: The character set in which the source JSON file is written.
file_compression AnomalyDetectorJsonFormatDescriptorFileCompression: The level of compression of the source CSV file.

charset String: The character set in which the source JSON file is written.
fileCompression "NONE" | "GZIP": The level of compression of the source CSV file.

AnomalyDetectorJsonFormatDescriptorFileCompression, AnomalyDetectorJsonFormatDescriptorFileCompressionArgs

None: NONE
Gzip: GZIP

AnomalyDetectorJsonFormatDescriptorFileCompressionNone: NONE
AnomalyDetectorJsonFormatDescriptorFileCompressionGzip: GZIP

None: NONE
Gzip: GZIP

None: NONE
Gzip: GZIP

NONE: NONE
GZIP: GZIP

"NONE": NONE
"GZIP": GZIP

AnomalyDetectorMetric, AnomalyDetectorMetricArgs

AggregationFunction Pulumi.AwsNative.LookoutMetrics.AnomalyDetectorMetricAggregationFunction: Operator used to aggregate metric values
MetricName string: The name of the metric.
Namespace string: The namespace for the metric.

AggregationFunction AnomalyDetectorMetricAggregationFunction: Operator used to aggregate metric values
MetricName string: The name of the metric.
Namespace string: The namespace for the metric.

aggregationFunction AnomalyDetectorMetricAggregationFunction: Operator used to aggregate metric values
metricName String: The name of the metric.
namespace String: The namespace for the metric.

aggregationFunction AnomalyDetectorMetricAggregationFunction: Operator used to aggregate metric values
metricName string: The name of the metric.
namespace string: The namespace for the metric.

aggregation_function AnomalyDetectorMetricAggregationFunction: Operator used to aggregate metric values
metric_name str: The name of the metric.
namespace str: The namespace for the metric.

aggregationFunction "AVG" | "SUM": Operator used to aggregate metric values
metricName String: The name of the metric.
namespace String: The namespace for the metric.

AnomalyDetectorMetricAggregationFunction, AnomalyDetectorMetricAggregationFunctionArgs

Avg: AVG
Sum: SUM

AnomalyDetectorMetricAggregationFunctionAvg: AVG
AnomalyDetectorMetricAggregationFunctionSum: SUM

Avg: AVG
Sum: SUM

Avg: AVG
Sum: SUM

AVG: AVG
SUM: SUM

"AVG": AVG
"SUM": SUM

AnomalyDetectorMetricSet, AnomalyDetectorMetricSetArgs

MetricList List<Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorMetric>: Metrics captured by this MetricSet.
MetricSetName string: The name of the MetricSet.
MetricSource Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorMetricSource: Contains information about how the source data should be interpreted.
DimensionList List<string>: Dimensions for this MetricSet.
MetricSetDescription string: A description for the MetricSet.
MetricSetFrequency Pulumi.AwsNative.LookoutMetrics.AnomalyDetectorMetricSetMetricSetFrequency: A frequency period to aggregate the data
Offset int: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
TimestampColumn Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorTimestampColumn: Contains information about the column used for tracking time in your source data.
Timezone string: The time zone in which your source data was recorded.

MetricList []AnomalyDetectorMetric: Metrics captured by this MetricSet.
MetricSetName string: The name of the MetricSet.
MetricSource AnomalyDetectorMetricSource: Contains information about how the source data should be interpreted.
DimensionList []string: Dimensions for this MetricSet.
MetricSetDescription string: A description for the MetricSet.
MetricSetFrequency AnomalyDetectorMetricSetMetricSetFrequency: A frequency period to aggregate the data
Offset int: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
TimestampColumn AnomalyDetectorTimestampColumn: Contains information about the column used for tracking time in your source data.
Timezone string: The time zone in which your source data was recorded.

metricList List<AnomalyDetectorMetric>: Metrics captured by this MetricSet.
metricSetName String: The name of the MetricSet.
metricSource AnomalyDetectorMetricSource: Contains information about how the source data should be interpreted.
dimensionList List<String>: Dimensions for this MetricSet.
metricSetDescription String: A description for the MetricSet.
metricSetFrequency AnomalyDetectorMetricSetMetricSetFrequency: A frequency period to aggregate the data
offset Integer: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
timestampColumn AnomalyDetectorTimestampColumn: Contains information about the column used for tracking time in your source data.
timezone String: The time zone in which your source data was recorded.

metricList AnomalyDetectorMetric[]: Metrics captured by this MetricSet.
metricSetName string: The name of the MetricSet.
metricSource AnomalyDetectorMetricSource: Contains information about how the source data should be interpreted.
dimensionList string[]: Dimensions for this MetricSet.
metricSetDescription string: A description for the MetricSet.
metricSetFrequency AnomalyDetectorMetricSetMetricSetFrequency: A frequency period to aggregate the data
offset number: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
timestampColumn AnomalyDetectorTimestampColumn: Contains information about the column used for tracking time in your source data.
timezone string: The time zone in which your source data was recorded.

metric_list Sequence[AnomalyDetectorMetric]: Metrics captured by this MetricSet.
metric_set_name str: The name of the MetricSet.
metric_source AnomalyDetectorMetricSource: Contains information about how the source data should be interpreted.
dimension_list Sequence[str]: Dimensions for this MetricSet.
metric_set_description str: A description for the MetricSet.
metric_set_frequency AnomalyDetectorMetricSetMetricSetFrequency: A frequency period to aggregate the data
offset int: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
timestamp_column AnomalyDetectorTimestampColumn: Contains information about the column used for tracking time in your source data.
timezone str: The time zone in which your source data was recorded.

metricList List<Property Map>: Metrics captured by this MetricSet.
metricSetName String: The name of the MetricSet.
metricSource Property Map: Contains information about how the source data should be interpreted.
dimensionList List<String>: Dimensions for this MetricSet.
metricSetDescription String: A description for the MetricSet.
metricSetFrequency "PT5M" | "PT10M" | "PT1H" | "P1D": A frequency period to aggregate the data
offset Number: Offset, in seconds, between the frequency interval and the time at which the metrics are available.
timestampColumn Property Map: Contains information about the column used for tracking time in your source data.
timezone String: The time zone in which your source data was recorded.

AnomalyDetectorMetricSetMetricSetFrequency, AnomalyDetectorMetricSetMetricSetFrequencyArgs

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

AnomalyDetectorMetricSetMetricSetFrequencyPt5m: PT5M
AnomalyDetectorMetricSetMetricSetFrequencyPt10m: PT10M
AnomalyDetectorMetricSetMetricSetFrequencyPt1h: PT1H
AnomalyDetectorMetricSetMetricSetFrequencyP1d: P1D

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

Pt5m: PT5M
Pt10m: PT10M
Pt1h: PT1H
P1d: P1D

PT5M: PT5M
PT10M: PT10M
PT1H: PT1H
P1D: P1D

"PT5M": PT5M
"PT10M": PT10M
"PT1H": PT1H
"P1D": P1D

AnomalyDetectorMetricSource, AnomalyDetectorMetricSourceArgs

AppFlowConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorAppFlowConfig: Details about an AppFlow datasource.
CloudwatchConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorCloudwatchConfig: Details about an Amazon CloudWatch monitoring datasource.
RdsSourceConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorRdsSourceConfig: Details about an Amazon Relational Database Service (RDS) datasource.
RedshiftSourceConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorRedshiftSourceConfig: Details about an Amazon Redshift database datasource.
S3SourceConfig Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorS3SourceConfig: Contains information about the configuration of the S3 bucket that contains source files.

AppFlowConfig AnomalyDetectorAppFlowConfig: Details about an AppFlow datasource.
CloudwatchConfig AnomalyDetectorCloudwatchConfig: Details about an Amazon CloudWatch monitoring datasource.
RdsSourceConfig AnomalyDetectorRdsSourceConfig: Details about an Amazon Relational Database Service (RDS) datasource.
RedshiftSourceConfig AnomalyDetectorRedshiftSourceConfig: Details about an Amazon Redshift database datasource.
S3SourceConfig AnomalyDetectorS3SourceConfig: Contains information about the configuration of the S3 bucket that contains source files.

appFlowConfig AnomalyDetectorAppFlowConfig: Details about an AppFlow datasource.
cloudwatchConfig AnomalyDetectorCloudwatchConfig: Details about an Amazon CloudWatch monitoring datasource.
rdsSourceConfig AnomalyDetectorRdsSourceConfig: Details about an Amazon Relational Database Service (RDS) datasource.
redshiftSourceConfig AnomalyDetectorRedshiftSourceConfig: Details about an Amazon Redshift database datasource.
s3SourceConfig AnomalyDetectorS3SourceConfig: Contains information about the configuration of the S3 bucket that contains source files.

appFlowConfig AnomalyDetectorAppFlowConfig: Details about an AppFlow datasource.
cloudwatchConfig AnomalyDetectorCloudwatchConfig: Details about an Amazon CloudWatch monitoring datasource.
rdsSourceConfig AnomalyDetectorRdsSourceConfig: Details about an Amazon Relational Database Service (RDS) datasource.
redshiftSourceConfig AnomalyDetectorRedshiftSourceConfig: Details about an Amazon Redshift database datasource.
s3SourceConfig AnomalyDetectorS3SourceConfig: Contains information about the configuration of the S3 bucket that contains source files.

app_flow_config AnomalyDetectorAppFlowConfig: Details about an AppFlow datasource.
cloudwatch_config AnomalyDetectorCloudwatchConfig: Details about an Amazon CloudWatch monitoring datasource.
rds_source_config AnomalyDetectorRdsSourceConfig: Details about an Amazon Relational Database Service (RDS) datasource.
redshift_source_config AnomalyDetectorRedshiftSourceConfig: Details about an Amazon Redshift database datasource.
s3_source_config AnomalyDetectorS3SourceConfig: Contains information about the configuration of the S3 bucket that contains source files.

appFlowConfig Property Map: Details about an AppFlow datasource.
cloudwatchConfig Property Map: Details about an Amazon CloudWatch monitoring datasource.
rdsSourceConfig Property Map: Details about an Amazon Relational Database Service (RDS) datasource.
redshiftSourceConfig Property Map: Details about an Amazon Redshift database datasource.
s3SourceConfig Property Map: Contains information about the configuration of the S3 bucket that contains source files.

AnomalyDetectorRdsSourceConfig, AnomalyDetectorRdsSourceConfigArgs

DatabaseHost string: The host name of the database.
DatabaseName string: The name of the RDS database.
DatabasePort int: The port number where the database can be accessed.
DbInstanceIdentifier string: A string identifying the database instance.
RoleArn string: The Amazon Resource Name (ARN) of the role.
SecretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
TableName string: The name of the table in the database.
VpcConfiguration Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorVpcConfiguration: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

DatabaseHost string: The host name of the database.
DatabaseName string: The name of the RDS database.
DatabasePort int: The port number where the database can be accessed.
DbInstanceIdentifier string: A string identifying the database instance.
RoleArn string: The Amazon Resource Name (ARN) of the role.
SecretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
TableName string: The name of the table in the database.
VpcConfiguration AnomalyDetectorVpcConfiguration: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

databaseHost String: The host name of the database.
databaseName String: The name of the RDS database.
databasePort Integer: The port number where the database can be accessed.
dbInstanceIdentifier String: A string identifying the database instance.
roleArn String: The Amazon Resource Name (ARN) of the role.
secretManagerArn String: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName String: The name of the table in the database.
vpcConfiguration AnomalyDetectorVpcConfiguration: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

databaseHost string: The host name of the database.
databaseName string: The name of the RDS database.
databasePort number: The port number where the database can be accessed.
dbInstanceIdentifier string: A string identifying the database instance.
roleArn string: The Amazon Resource Name (ARN) of the role.
secretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName string: The name of the table in the database.
vpcConfiguration AnomalyDetectorVpcConfiguration: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

database_host str: The host name of the database.
database_name str: The name of the RDS database.
database_port int: The port number where the database can be accessed.
db_instance_identifier str: A string identifying the database instance.
role_arn str: The Amazon Resource Name (ARN) of the role.
secret_manager_arn str: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
table_name str: The name of the table in the database.
vpc_configuration AnomalyDetectorVpcConfiguration: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

databaseHost String: The host name of the database.
databaseName String: The name of the RDS database.
databasePort Number: The port number where the database can be accessed.
dbInstanceIdentifier String: A string identifying the database instance.
roleArn String: The Amazon Resource Name (ARN) of the role.
secretManagerArn String: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName String: The name of the table in the database.
vpcConfiguration Property Map: An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

AnomalyDetectorRedshiftSourceConfig, AnomalyDetectorRedshiftSourceConfigArgs

ClusterIdentifier string: A string identifying the Redshift cluster.
DatabaseHost string: The name of the database host.
DatabaseName string: The Redshift database name.
DatabasePort int: The port number where the database can be accessed.
RoleArn string: The Amazon Resource Name (ARN) of the role providing access to the database.
SecretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
TableName string: The table name of the Redshift database.
VpcConfiguration Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorVpcConfiguration: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

ClusterIdentifier string: A string identifying the Redshift cluster.
DatabaseHost string: The name of the database host.
DatabaseName string: The Redshift database name.
DatabasePort int: The port number where the database can be accessed.
RoleArn string: The Amazon Resource Name (ARN) of the role providing access to the database.
SecretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
TableName string: The table name of the Redshift database.
VpcConfiguration AnomalyDetectorVpcConfiguration: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

clusterIdentifier String: A string identifying the Redshift cluster.
databaseHost String: The name of the database host.
databaseName String: The Redshift database name.
databasePort Integer: The port number where the database can be accessed.
roleArn String: The Amazon Resource Name (ARN) of the role providing access to the database.
secretManagerArn String: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName String: The table name of the Redshift database.
vpcConfiguration AnomalyDetectorVpcConfiguration: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

clusterIdentifier string: A string identifying the Redshift cluster.
databaseHost string: The name of the database host.
databaseName string: The Redshift database name.
databasePort number: The port number where the database can be accessed.
roleArn string: The Amazon Resource Name (ARN) of the role providing access to the database.
secretManagerArn string: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName string: The table name of the Redshift database.
vpcConfiguration AnomalyDetectorVpcConfiguration: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

cluster_identifier str: A string identifying the Redshift cluster.
database_host str: The name of the database host.
database_name str: The Redshift database name.
database_port int: The port number where the database can be accessed.
role_arn str: The Amazon Resource Name (ARN) of the role providing access to the database.
secret_manager_arn str: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
table_name str: The table name of the Redshift database.
vpc_configuration AnomalyDetectorVpcConfiguration: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

clusterIdentifier String: A string identifying the Redshift cluster.
databaseHost String: The name of the database host.
databaseName String: The Redshift database name.
databasePort Number: The port number where the database can be accessed.
roleArn String: The Amazon Resource Name (ARN) of the role providing access to the database.
secretManagerArn String: The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
tableName String: The table name of the Redshift database.
vpcConfiguration Property Map: Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

AnomalyDetectorS3SourceConfig, AnomalyDetectorS3SourceConfigArgs

FileFormatDescriptor Pulumi.AwsNative.LookoutMetrics.Inputs.AnomalyDetectorFileFormatDescriptor: Contains information about a source file's formatting.
RoleArn string: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
HistoricalDataPathList List<string>: A list of paths to the historical data files.
TemplatedPathList List<string>: A list of templated paths to the source files.

FileFormatDescriptor AnomalyDetectorFileFormatDescriptor: Contains information about a source file's formatting.
RoleArn string: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
HistoricalDataPathList []string: A list of paths to the historical data files.
TemplatedPathList []string: A list of templated paths to the source files.

fileFormatDescriptor AnomalyDetectorFileFormatDescriptor: Contains information about a source file's formatting.
roleArn String: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
historicalDataPathList List<String>: A list of paths to the historical data files.
templatedPathList List<String>: A list of templated paths to the source files.

fileFormatDescriptor AnomalyDetectorFileFormatDescriptor: Contains information about a source file's formatting.
roleArn string: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
historicalDataPathList string[]: A list of paths to the historical data files.
templatedPathList string[]: A list of templated paths to the source files.

file_format_descriptor AnomalyDetectorFileFormatDescriptor: Contains information about a source file's formatting.
role_arn str: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
historical_data_path_list Sequence[str]: A list of paths to the historical data files.
templated_path_list Sequence[str]: A list of templated paths to the source files.

fileFormatDescriptor Property Map: Contains information about a source file's formatting.
roleArn String: The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
historicalDataPathList List<String>: A list of paths to the historical data files.
templatedPathList List<String>: A list of templated paths to the source files.

AnomalyDetectorTimestampColumn, AnomalyDetectorTimestampColumnArgs

ColumnFormat string: A timestamp format for the timestamps in the dataset
ColumnName string: The name of the timestamp column.

ColumnFormat string: A timestamp format for the timestamps in the dataset
ColumnName string: The name of the timestamp column.

columnFormat String: A timestamp format for the timestamps in the dataset
columnName String: The name of the timestamp column.

columnFormat string: A timestamp format for the timestamps in the dataset
columnName string: The name of the timestamp column.

column_format str: A timestamp format for the timestamps in the dataset
column_name str: The name of the timestamp column.

columnFormat String: A timestamp format for the timestamps in the dataset
columnName String: The name of the timestamp column.

AnomalyDetectorVpcConfiguration, AnomalyDetectorVpcConfigurationArgs

SecurityGroupIdList List<string>: An array of strings containing the list of security groups.
SubnetIdList List<string>: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

SecurityGroupIdList []string: An array of strings containing the list of security groups.
SubnetIdList []string: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

securityGroupIdList List<String>: An array of strings containing the list of security groups.
subnetIdList List<String>: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

securityGroupIdList string[]: An array of strings containing the list of security groups.
subnetIdList string[]: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

security_group_id_list Sequence[str]: An array of strings containing the list of security groups.
subnet_id_list Sequence[str]: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

securityGroupIdList List<String>: An array of strings containing the list of security groups.
subnetIdList List<String>: An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

Package Details

Repository: AWS Native pulumi/pulumi-aws-native
License: Apache-2.0

AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.112.0 published on Wednesday, Jul 24, 2024 by Pulumi

pulumi/pulumi-aws-native

aws-native.lookoutmetrics.AnomalyDetector

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Create AnomalyDetector Resource

Constructor syntax

Parameters

AnomalyDetector Resource Properties

Inputs

Outputs

Supporting Types

AnomalyDetectorAppFlowConfig, AnomalyDetectorAppFlowConfigArgs

AnomalyDetectorCloudwatchConfig, AnomalyDetectorCloudwatchConfigArgs

AnomalyDetectorConfig, AnomalyDetectorConfigArgs

AnomalyDetectorCsvFormatDescriptor, AnomalyDetectorCsvFormatDescriptorArgs

AnomalyDetectorCsvFormatDescriptorFileCompression, AnomalyDetectorCsvFormatDescriptorFileCompressionArgs

AnomalyDetectorFileFormatDescriptor, AnomalyDetectorFileFormatDescriptorArgs

AnomalyDetectorFrequency, AnomalyDetectorFrequencyArgs

AnomalyDetectorJsonFormatDescriptor, AnomalyDetectorJsonFormatDescriptorArgs

AnomalyDetectorJsonFormatDescriptorFileCompression, AnomalyDetectorJsonFormatDescriptorFileCompressionArgs

AnomalyDetectorMetric, AnomalyDetectorMetricArgs

AnomalyDetectorMetricAggregationFunction, AnomalyDetectorMetricAggregationFunctionArgs

AnomalyDetectorMetricSet, AnomalyDetectorMetricSetArgs

AnomalyDetectorMetricSetMetricSetFrequency, AnomalyDetectorMetricSetMetricSetFrequencyArgs

AnomalyDetectorMetricSource, AnomalyDetectorMetricSourceArgs

AnomalyDetectorRdsSourceConfig, AnomalyDetectorRdsSourceConfigArgs

AnomalyDetectorRedshiftSourceConfig, AnomalyDetectorRedshiftSourceConfigArgs

AnomalyDetectorS3SourceConfig, AnomalyDetectorS3SourceConfigArgs

AnomalyDetectorTimestampColumn, AnomalyDetectorTimestampColumnArgs

AnomalyDetectorVpcConfiguration, AnomalyDetectorVpcConfigurationArgs

Package Details

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