2019/07/09 - Amazon CloudWatch - 3 new 3 updated api methods
Changes This release adds three new APIs (PutAnomalyDetector, DeleteAnomalyDetector, and DescribeAnomalyDetectors) to support the new feature, CloudWatch Anomaly Detection. In addition, PutMetricAlarm and DescribeAlarms APIs are updated to support management of Anomaly Detection based alarms.
Lists the anomaly detection models that you have created in your account. You can list all models in your account or filter the results to only the models that are related to a certain namespace, metric name, or metric dimension.
See also: AWS API Documentation
Request Syntax
client.describe_anomaly_detectors(
NextToken='string',
MaxResults=123,
Namespace='string',
MetricName='string',
Dimensions=[
{
'Name': 'string',
'Value': 'string'
},
]
)
string
Use the token returned by the previous operation to request the next page of results.
integer
The maximum number of results to return in one operation. The maximum value you can specify is 10.
To retrieve the remaining results, make another call with the returned NextToken value.
string
Limits the results to only the anomaly detection models that are associated with the specified namespace.
string
Limits the results to only the anomaly detection models that are associated with the specified metric name. If there are multiple metrics with this name in different namespaces that have anomaly detection models, they're all returned.
list
Limits the results to only the anomaly detection models that are associated with the specified metric dimensions. If there are multiple metrics that have these dimensions and have anomaly detection models associated, they're all returned.
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
dict
Response Syntax
{
'AnomalyDetectors': [
{
'Namespace': 'string',
'MetricName': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
],
'Stat': 'string',
'Configuration': {
'ExcludedTimeRanges': [
{
'StartTime': datetime(2015, 1, 1),
'EndTime': datetime(2015, 1, 1)
},
],
'MetricTimezone': 'string'
}
},
],
'NextToken': 'string'
}
Response Structure
(dict) --
AnomalyDetectors (list) --
The list of anomaly detection models returned by the operation.
(dict) --
An anomaly detection model associated with a particular CloudWatch metric athresnd statistic. You can use the model to display a band of expected normal values when the metric is graphed.
Namespace (string) --
The namespace of the metric associated with the anomaly detection model.
MetricName (string) --
The name of the metric associated with the anomaly detection model.
Dimensions (list) --
The metric dimensions associated with the anomaly detection model.
(dict) --
Expands the identity of a metric.
Name (string) --
The name of the dimension.
Value (string) --
The value representing the dimension measurement.
Stat (string) --
The statistic associated with the anomaly detection model.
Configuration (dict) --
The configuration specifies details about how the anomaly detection model is to be trained, including time ranges to exclude from use for training the model, and the time zone to use for the metric.
ExcludedTimeRanges (list) --
An array of time ranges to exclude from use when the anomaly detection model is trained. Use this to make sure that events that could cause unusual values for the metric, such as deployments, aren't used when CloudWatch creates the model.
(dict) --
Specifies one range of days or times to exclude from use for training an anomaly detection model.
StartTime (datetime) --
The start time of the range to exclude. The format is yyyy-MM-dd'T'HH:mm:ss . For example, 2019-07-01T23:59:59 .
EndTime (datetime) --
The end time of the range to exclude. The format is yyyy-MM-dd'T'HH:mm:ss . For example, 2019-07-01T23:59:59 .
MetricTimezone (string) --
The time zone to use for the metric. This is useful to enable the model to automatically account for daylight savings time changes if the metric is sensitive to such time changes.
To specify a time zone, use the name of the time zone as specified in the standard tz database. For more information, see tz database.
NextToken (string) --
A token that you can use in a subsequent operation to retrieve the next set of results.
Creates an anomaly detection model for a CloudWatch metric. You can use the model to display a band of expected normal values when the metric is graphed.
For more information, see CloudWatch Anomaly Detection.
See also: AWS API Documentation
Request Syntax
client.put_anomaly_detector(
Namespace='string',
MetricName='string',
Dimensions=[
{
'Name': 'string',
'Value': 'string'
},
],
Stat='string',
Configuration={
'ExcludedTimeRanges': [
{
'StartTime': datetime(2015, 1, 1),
'EndTime': datetime(2015, 1, 1)
},
],
'MetricTimezone': 'string'
}
)
string
[REQUIRED]
The namespace of the metric to create the anomaly detection model for.
string
[REQUIRED]
The name of the metric to create the anomaly detection model for.
list
The metric dimensions to create the anomaly detection model for.
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
string
[REQUIRED]
The statistic to use for the metric and the anomaly detection model.
dict
The configuration specifies details about how the anomaly detection model is to be trained, including time ranges to exclude when training and updating the model. You can specify as many as 10 time ranges.
The configuration can also include the time zone to use for the metric.
You can in
ExcludedTimeRanges (list) --
An array of time ranges to exclude from use when the anomaly detection model is trained. Use this to make sure that events that could cause unusual values for the metric, such as deployments, aren't used when CloudWatch creates the model.
(dict) --
Specifies one range of days or times to exclude from use for training an anomaly detection model.
StartTime (datetime) -- [REQUIRED]
The start time of the range to exclude. The format is yyyy-MM-dd'T'HH:mm:ss . For example, 2019-07-01T23:59:59 .
EndTime (datetime) -- [REQUIRED]
The end time of the range to exclude. The format is yyyy-MM-dd'T'HH:mm:ss . For example, 2019-07-01T23:59:59 .
MetricTimezone (string) --
The time zone to use for the metric. This is useful to enable the model to automatically account for daylight savings time changes if the metric is sensitive to such time changes.
To specify a time zone, use the name of the time zone as specified in the standard tz database. For more information, see tz database.
dict
Response Syntax
{}
Response Structure
(dict) --
Deletes the specified anomaly detection model from your account.
See also: AWS API Documentation
Request Syntax
client.delete_anomaly_detector(
Namespace='string',
MetricName='string',
Dimensions=[
{
'Name': 'string',
'Value': 'string'
},
],
Stat='string'
)
string
[REQUIRED]
The namespace associated with the anomaly detection model to delete.
string
[REQUIRED]
The metric name associated with the anomaly detection model to delete.
list
The metric dimensions associated with the anomaly detection model to delete.
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
string
[REQUIRED]
The statistic associated with the anomaly detection model to delete.
dict
Response Syntax
{}
Response Structure
(dict) --
{'MetricAlarms': {'ComparisonOperator': {'GreaterThanUpperThreshold',
'LessThanLowerOrGreaterThanUpperThreshold',
'LessThanLowerThreshold'},
'ThresholdMetricId': 'string'}}
Retrieves the specified alarms. If no alarms are specified, all alarms are returned. Alarms can be retrieved by using only a prefix for the alarm name, the alarm state, or a prefix for any action.
See also: AWS API Documentation
Request Syntax
client.describe_alarms(
AlarmNames=[
'string',
],
AlarmNamePrefix='string',
StateValue='OK'|'ALARM'|'INSUFFICIENT_DATA',
ActionPrefix='string',
MaxRecords=123,
NextToken='string'
)
list
The names of the alarms.
(string) --
string
The alarm name prefix. If this parameter is specified, you cannot specify AlarmNames .
string
The state value to be used in matching alarms.
string
The action name prefix.
integer
The maximum number of alarm descriptions to retrieve.
string
The token returned by a previous call to indicate that there is more data available.
dict
Response Syntax
{
'MetricAlarms': [
{
'AlarmName': 'string',
'AlarmArn': 'string',
'AlarmDescription': 'string',
'AlarmConfigurationUpdatedTimestamp': datetime(2015, 1, 1),
'ActionsEnabled': True|False,
'OKActions': [
'string',
],
'AlarmActions': [
'string',
],
'InsufficientDataActions': [
'string',
],
'StateValue': 'OK'|'ALARM'|'INSUFFICIENT_DATA',
'StateReason': 'string',
'StateReasonData': 'string',
'StateUpdatedTimestamp': datetime(2015, 1, 1),
'MetricName': 'string',
'Namespace': 'string',
'Statistic': 'SampleCount'|'Average'|'Sum'|'Minimum'|'Maximum',
'ExtendedStatistic': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
],
'Period': 123,
'Unit': 'Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None',
'EvaluationPeriods': 123,
'DatapointsToAlarm': 123,
'Threshold': 123.0,
'ComparisonOperator': 'GreaterThanOrEqualToThreshold'|'GreaterThanThreshold'|'LessThanThreshold'|'LessThanOrEqualToThreshold'|'LessThanLowerOrGreaterThanUpperThreshold'|'LessThanLowerThreshold'|'GreaterThanUpperThreshold',
'TreatMissingData': 'string',
'EvaluateLowSampleCountPercentile': 'string',
'Metrics': [
{
'Id': 'string',
'MetricStat': {
'Metric': {
'Namespace': 'string',
'MetricName': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
]
},
'Period': 123,
'Stat': 'string',
'Unit': 'Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None'
},
'Expression': 'string',
'Label': 'string',
'ReturnData': True|False
},
],
'ThresholdMetricId': 'string'
},
],
'NextToken': 'string'
}
Response Structure
(dict) --
MetricAlarms (list) --
The information for the specified alarms.
(dict) --
Represents an alarm.
AlarmName (string) --
The name of the alarm.
AlarmArn (string) --
The Amazon Resource Name (ARN) of the alarm.
AlarmDescription (string) --
The description of the alarm.
AlarmConfigurationUpdatedTimestamp (datetime) --
The time stamp of the last update to the alarm configuration.
ActionsEnabled (boolean) --
Indicates whether actions should be executed during any changes to the alarm state.
OKActions (list) --
The actions to execute when this alarm transitions to the OK state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
AlarmActions (list) --
The actions to execute when this alarm transitions to the ALARM state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
InsufficientDataActions (list) --
The actions to execute when this alarm transitions to the INSUFFICIENT_DATA state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
StateValue (string) --
The state value for the alarm.
StateReason (string) --
An explanation for the alarm state, in text format.
StateReasonData (string) --
An explanation for the alarm state, in JSON format.
StateUpdatedTimestamp (datetime) --
The time stamp of the last update to the alarm state.
MetricName (string) --
The name of the metric associated with the alarm, if this is an alarm based on a single metric.
Namespace (string) --
The namespace of the metric associated with the alarm.
Statistic (string) --
The statistic for the metric associated with the alarm, other than percentile. For percentile statistics, use ExtendedStatistic .
ExtendedStatistic (string) --
The percentile statistic for the metric associated with the alarm. Specify a value between p0.0 and p100.
Dimensions (list) --
The dimensions for the metric associated with the alarm.
(dict) --
Expands the identity of a metric.
Name (string) --
The name of the dimension.
Value (string) --
The value representing the dimension measurement.
Period (integer) --
The period, in seconds, over which the statistic is applied.
Unit (string) --
The unit of the metric associated with the alarm.
EvaluationPeriods (integer) --
The number of periods over which data is compared to the specified threshold.
DatapointsToAlarm (integer) --
The number of datapoints that must be breaching to trigger the alarm.
Threshold (float) --
The value to compare with the specified statistic.
ComparisonOperator (string) --
The arithmetic operation to use when comparing the specified statistic and threshold. The specified statistic value is used as the first operand.
TreatMissingData (string) --
Sets how this alarm is to handle missing data points. If this parameter is omitted, the default behavior of missing is used.
EvaluateLowSampleCountPercentile (string) --
Used only for alarms based on percentiles. If ignore , the alarm state does not change during periods with too few data points to be statistically significant. If evaluate or this parameter is not used, the alarm is always evaluated and possibly changes state no matter how many data points are available.
Metrics (list) --
An array of MetricDataQuery structures, used in an alarm based on a metric math expression. Each structure either retrieves a metric or performs a math expression. One item in the Metrics array is the math expression that the alarm watches. This expression by designated by having ReturnValue set to true.
(dict) --
This structure is used in both GetMetricData and PutMetricAlarm . The supported use of this structure is different for those two operations.
When used in GetMetricData , it indicates the metric data to return, and whether this call is just retrieving a batch set of data for one metric, or is performing a math expression on metric data. A single GetMetricData call can include up to 100 MetricDataQuery structures.
When used in PutMetricAlarm , it enables you to create an alarm based on a metric math expression. Each MetricDataQuery in the array specifies either a metric to retrieve, or a math expression to be performed on retrieved metrics. A single PutMetricAlarm call can include up to 20 MetricDataQuery structures in the array. The 20 structures can include as many as 10 structures that contain a MetricStat parameter to retrieve a metric, and as many as 10 structures that contain the Expression parameter to perform a math expression. Of those Expression structures, one must have True as the value for ReturnData . The result of this expression is the value the alarm watches.
Any expression used in a PutMetricAlarm operation must return a single time series. For more information, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Some of the parameters of this structure also have different uses whether you are using this structure in a GetMetricData operation or a PutMetricAlarm operation. These differences are explained in the following parameter list.
Id (string) --
A short name used to tie this object to the results in the response. This name must be unique within a single call to GetMetricData . If you are performing math expressions on this set of data, this name represents that data and can serve as a variable in the mathematical expression. The valid characters are letters, numbers, and underscore. The first character must be a lowercase letter.
MetricStat (dict) --
The metric to be returned, along with statistics, period, and units. Use this parameter only if this object is retrieving a metric and not performing a math expression on returned data.
Within one MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Metric (dict) --
The metric to return, including the metric name, namespace, and dimensions.
Namespace (string) --
The namespace of the metric.
MetricName (string) --
The name of the metric. This is a required field.
Dimensions (list) --
The dimensions for the metric.
(dict) --
Expands the identity of a metric.
Name (string) --
The name of the dimension.
Value (string) --
The value representing the dimension measurement.
Period (integer) --
The period, in seconds, to use when retrieving the metric.
Stat (string) --
The statistic to return. It can include any CloudWatch statistic or extended statistic.
Unit (string) --
When you are using a Put operation, this defines what unit you want to use when storing the metric. In a Get operation, this displays the unit that is used for the metric.
Expression (string) --
The math expression to be performed on the returned data, if this object is performing a math expression. This expression can use the Id of the other metrics to refer to those metrics, and can also use the Id of other expressions to use the result of those expressions. For more information about metric math expressions, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Within each MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Label (string) --
A human-readable label for this metric or expression. This is especially useful if this is an expression, so that you know what the value represents. If the metric or expression is shown in a CloudWatch dashboard widget, the label is shown. If Label is omitted, CloudWatch generates a default.
ReturnData (boolean) --
When used in GetMetricData , this option indicates whether to return the timestamps and raw data values of this metric. If you are performing this call just to do math expressions and do not also need the raw data returned, you can specify False . If you omit this, the default of True is used.
When used in PutMetricAlarm , specify True for the one expression result to use as the alarm. For all other metrics and expressions in the same PutMetricAlarm operation, specify ReturnData as False.
ThresholdMetricId (string) --
In an alarm based on an anomaly detection model, this is the ID of the ANOMALY_DETECTION_BAND function used as the threshold for the alarm.
NextToken (string) --
The token that marks the start of the next batch of returned results.
{'MetricAlarms': {'ComparisonOperator': {'GreaterThanUpperThreshold',
'LessThanLowerOrGreaterThanUpperThreshold',
'LessThanLowerThreshold'},
'ThresholdMetricId': 'string'}}
Retrieves the alarms for the specified metric. To filter the results, specify a statistic, period, or unit.
See also: AWS API Documentation
Request Syntax
client.describe_alarms_for_metric(
MetricName='string',
Namespace='string',
Statistic='SampleCount'|'Average'|'Sum'|'Minimum'|'Maximum',
ExtendedStatistic='string',
Dimensions=[
{
'Name': 'string',
'Value': 'string'
},
],
Period=123,
Unit='Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None'
)
string
[REQUIRED]
The name of the metric.
string
[REQUIRED]
The namespace of the metric.
string
The statistic for the metric, other than percentiles. For percentile statistics, use ExtendedStatistics .
string
The percentile statistic for the metric. Specify a value between p0.0 and p100.
list
The dimensions associated with the metric. If the metric has any associated dimensions, you must specify them in order for the call to succeed.
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
integer
The period, in seconds, over which the statistic is applied.
string
The unit for the metric.
dict
Response Syntax
{
'MetricAlarms': [
{
'AlarmName': 'string',
'AlarmArn': 'string',
'AlarmDescription': 'string',
'AlarmConfigurationUpdatedTimestamp': datetime(2015, 1, 1),
'ActionsEnabled': True|False,
'OKActions': [
'string',
],
'AlarmActions': [
'string',
],
'InsufficientDataActions': [
'string',
],
'StateValue': 'OK'|'ALARM'|'INSUFFICIENT_DATA',
'StateReason': 'string',
'StateReasonData': 'string',
'StateUpdatedTimestamp': datetime(2015, 1, 1),
'MetricName': 'string',
'Namespace': 'string',
'Statistic': 'SampleCount'|'Average'|'Sum'|'Minimum'|'Maximum',
'ExtendedStatistic': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
],
'Period': 123,
'Unit': 'Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None',
'EvaluationPeriods': 123,
'DatapointsToAlarm': 123,
'Threshold': 123.0,
'ComparisonOperator': 'GreaterThanOrEqualToThreshold'|'GreaterThanThreshold'|'LessThanThreshold'|'LessThanOrEqualToThreshold'|'LessThanLowerOrGreaterThanUpperThreshold'|'LessThanLowerThreshold'|'GreaterThanUpperThreshold',
'TreatMissingData': 'string',
'EvaluateLowSampleCountPercentile': 'string',
'Metrics': [
{
'Id': 'string',
'MetricStat': {
'Metric': {
'Namespace': 'string',
'MetricName': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
]
},
'Period': 123,
'Stat': 'string',
'Unit': 'Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None'
},
'Expression': 'string',
'Label': 'string',
'ReturnData': True|False
},
],
'ThresholdMetricId': 'string'
},
]
}
Response Structure
(dict) --
MetricAlarms (list) --
The information for each alarm with the specified metric.
(dict) --
Represents an alarm.
AlarmName (string) --
The name of the alarm.
AlarmArn (string) --
The Amazon Resource Name (ARN) of the alarm.
AlarmDescription (string) --
The description of the alarm.
AlarmConfigurationUpdatedTimestamp (datetime) --
The time stamp of the last update to the alarm configuration.
ActionsEnabled (boolean) --
Indicates whether actions should be executed during any changes to the alarm state.
OKActions (list) --
The actions to execute when this alarm transitions to the OK state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
AlarmActions (list) --
The actions to execute when this alarm transitions to the ALARM state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
InsufficientDataActions (list) --
The actions to execute when this alarm transitions to the INSUFFICIENT_DATA state from any other state. Each action is specified as an Amazon Resource Name (ARN).
(string) --
StateValue (string) --
The state value for the alarm.
StateReason (string) --
An explanation for the alarm state, in text format.
StateReasonData (string) --
An explanation for the alarm state, in JSON format.
StateUpdatedTimestamp (datetime) --
The time stamp of the last update to the alarm state.
MetricName (string) --
The name of the metric associated with the alarm, if this is an alarm based on a single metric.
Namespace (string) --
The namespace of the metric associated with the alarm.
Statistic (string) --
The statistic for the metric associated with the alarm, other than percentile. For percentile statistics, use ExtendedStatistic .
ExtendedStatistic (string) --
The percentile statistic for the metric associated with the alarm. Specify a value between p0.0 and p100.
Dimensions (list) --
The dimensions for the metric associated with the alarm.
(dict) --
Expands the identity of a metric.
Name (string) --
The name of the dimension.
Value (string) --
The value representing the dimension measurement.
Period (integer) --
The period, in seconds, over which the statistic is applied.
Unit (string) --
The unit of the metric associated with the alarm.
EvaluationPeriods (integer) --
The number of periods over which data is compared to the specified threshold.
DatapointsToAlarm (integer) --
The number of datapoints that must be breaching to trigger the alarm.
Threshold (float) --
The value to compare with the specified statistic.
ComparisonOperator (string) --
The arithmetic operation to use when comparing the specified statistic and threshold. The specified statistic value is used as the first operand.
TreatMissingData (string) --
Sets how this alarm is to handle missing data points. If this parameter is omitted, the default behavior of missing is used.
EvaluateLowSampleCountPercentile (string) --
Used only for alarms based on percentiles. If ignore , the alarm state does not change during periods with too few data points to be statistically significant. If evaluate or this parameter is not used, the alarm is always evaluated and possibly changes state no matter how many data points are available.
Metrics (list) --
An array of MetricDataQuery structures, used in an alarm based on a metric math expression. Each structure either retrieves a metric or performs a math expression. One item in the Metrics array is the math expression that the alarm watches. This expression by designated by having ReturnValue set to true.
(dict) --
This structure is used in both GetMetricData and PutMetricAlarm . The supported use of this structure is different for those two operations.
When used in GetMetricData , it indicates the metric data to return, and whether this call is just retrieving a batch set of data for one metric, or is performing a math expression on metric data. A single GetMetricData call can include up to 100 MetricDataQuery structures.
When used in PutMetricAlarm , it enables you to create an alarm based on a metric math expression. Each MetricDataQuery in the array specifies either a metric to retrieve, or a math expression to be performed on retrieved metrics. A single PutMetricAlarm call can include up to 20 MetricDataQuery structures in the array. The 20 structures can include as many as 10 structures that contain a MetricStat parameter to retrieve a metric, and as many as 10 structures that contain the Expression parameter to perform a math expression. Of those Expression structures, one must have True as the value for ReturnData . The result of this expression is the value the alarm watches.
Any expression used in a PutMetricAlarm operation must return a single time series. For more information, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Some of the parameters of this structure also have different uses whether you are using this structure in a GetMetricData operation or a PutMetricAlarm operation. These differences are explained in the following parameter list.
Id (string) --
A short name used to tie this object to the results in the response. This name must be unique within a single call to GetMetricData . If you are performing math expressions on this set of data, this name represents that data and can serve as a variable in the mathematical expression. The valid characters are letters, numbers, and underscore. The first character must be a lowercase letter.
MetricStat (dict) --
The metric to be returned, along with statistics, period, and units. Use this parameter only if this object is retrieving a metric and not performing a math expression on returned data.
Within one MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Metric (dict) --
The metric to return, including the metric name, namespace, and dimensions.
Namespace (string) --
The namespace of the metric.
MetricName (string) --
The name of the metric. This is a required field.
Dimensions (list) --
The dimensions for the metric.
(dict) --
Expands the identity of a metric.
Name (string) --
The name of the dimension.
Value (string) --
The value representing the dimension measurement.
Period (integer) --
The period, in seconds, to use when retrieving the metric.
Stat (string) --
The statistic to return. It can include any CloudWatch statistic or extended statistic.
Unit (string) --
When you are using a Put operation, this defines what unit you want to use when storing the metric. In a Get operation, this displays the unit that is used for the metric.
Expression (string) --
The math expression to be performed on the returned data, if this object is performing a math expression. This expression can use the Id of the other metrics to refer to those metrics, and can also use the Id of other expressions to use the result of those expressions. For more information about metric math expressions, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Within each MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Label (string) --
A human-readable label for this metric or expression. This is especially useful if this is an expression, so that you know what the value represents. If the metric or expression is shown in a CloudWatch dashboard widget, the label is shown. If Label is omitted, CloudWatch generates a default.
ReturnData (boolean) --
When used in GetMetricData , this option indicates whether to return the timestamps and raw data values of this metric. If you are performing this call just to do math expressions and do not also need the raw data returned, you can specify False . If you omit this, the default of True is used.
When used in PutMetricAlarm , specify True for the one expression result to use as the alarm. For all other metrics and expressions in the same PutMetricAlarm operation, specify ReturnData as False.
ThresholdMetricId (string) --
In an alarm based on an anomaly detection model, this is the ID of the ANOMALY_DETECTION_BAND function used as the threshold for the alarm.
{'ComparisonOperator': {'GreaterThanUpperThreshold',
'LessThanLowerOrGreaterThanUpperThreshold',
'LessThanLowerThreshold'},
'ThresholdMetricId': 'string'}
Creates or updates an alarm and associates it with the specified metric, metric math expression, or anomaly detection model.
Alarms based on anomaly detection models cannot have Auto Scaling actions.
When this operation creates an alarm, the alarm state is immediately set to INSUFFICIENT_DATA . The alarm is then evaluated and its state is set appropriately. Any actions associated with the new state are then executed.
When you update an existing alarm, its state is left unchanged, but the update completely overwrites the previous configuration of the alarm.
If you are an IAM user, you must have Amazon EC2 permissions for some alarm operations:
iam:CreateServiceLinkedRole for all alarms with EC2 actions
ec2:DescribeInstanceStatus and ec2:DescribeInstances for all alarms on EC2 instance status metrics
ec2:StopInstances for alarms with stop actions
ec2:TerminateInstances for alarms with terminate actions
No specific permissions are needed for alarms with recover actions
If you have read/write permissions for Amazon CloudWatch but not for Amazon EC2, you can still create an alarm, but the stop or terminate actions are not performed. However, if you are later granted the required permissions, the alarm actions that you created earlier are performed.
If you are using an IAM role (for example, an EC2 instance profile), you cannot stop or terminate the instance using alarm actions. However, you can still see the alarm state and perform any other actions such as Amazon SNS notifications or Auto Scaling policies.
If you are using temporary security credentials granted using AWS STS, you cannot stop or terminate an EC2 instance using alarm actions.
The first time you create an alarm in the AWS Management Console, the CLI, or by using the PutMetricAlarm API, CloudWatch creates the necessary service-linked role for you. The service-linked role is called AWSServiceRoleForCloudWatchEvents . For more information, see AWS service-linked role.
See also: AWS API Documentation
Request Syntax
client.put_metric_alarm(
AlarmName='string',
AlarmDescription='string',
ActionsEnabled=True|False,
OKActions=[
'string',
],
AlarmActions=[
'string',
],
InsufficientDataActions=[
'string',
],
MetricName='string',
Namespace='string',
Statistic='SampleCount'|'Average'|'Sum'|'Minimum'|'Maximum',
ExtendedStatistic='string',
Dimensions=[
{
'Name': 'string',
'Value': 'string'
},
],
Period=123,
Unit='Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None',
EvaluationPeriods=123,
DatapointsToAlarm=123,
Threshold=123.0,
ComparisonOperator='GreaterThanOrEqualToThreshold'|'GreaterThanThreshold'|'LessThanThreshold'|'LessThanOrEqualToThreshold'|'LessThanLowerOrGreaterThanUpperThreshold'|'LessThanLowerThreshold'|'GreaterThanUpperThreshold',
TreatMissingData='string',
EvaluateLowSampleCountPercentile='string',
Metrics=[
{
'Id': 'string',
'MetricStat': {
'Metric': {
'Namespace': 'string',
'MetricName': 'string',
'Dimensions': [
{
'Name': 'string',
'Value': 'string'
},
]
},
'Period': 123,
'Stat': 'string',
'Unit': 'Seconds'|'Microseconds'|'Milliseconds'|'Bytes'|'Kilobytes'|'Megabytes'|'Gigabytes'|'Terabytes'|'Bits'|'Kilobits'|'Megabits'|'Gigabits'|'Terabits'|'Percent'|'Count'|'Bytes/Second'|'Kilobytes/Second'|'Megabytes/Second'|'Gigabytes/Second'|'Terabytes/Second'|'Bits/Second'|'Kilobits/Second'|'Megabits/Second'|'Gigabits/Second'|'Terabits/Second'|'Count/Second'|'None'
},
'Expression': 'string',
'Label': 'string',
'ReturnData': True|False
},
],
Tags=[
{
'Key': 'string',
'Value': 'string'
},
],
ThresholdMetricId='string'
)
string
[REQUIRED]
The name for the alarm. This name must be unique within your AWS account.
string
The description for the alarm.
boolean
Indicates whether actions should be executed during any changes to the alarm state. The default is TRUE.
list
The actions to execute when this alarm transitions to an OK state from any other state. Each action is specified as an Amazon Resource Name (ARN).
Valid Values: arn:aws:automate:region:ec2:stop | arn:aws:automate:region:ec2:terminate | arn:aws:automate:region:ec2:recover | arn:aws:automate:region:ec2:reboot | arn:aws:sns:region:account-id:sns-topic-name | arn:aws:autoscaling:region:account-id:scalingPolicy:policy-idautoScalingGroupName/group-friendly-name:policyName/policy-friendly-name
Valid Values (for use with IAM roles): arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Stop/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Terminate/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Reboot/1.0
(string) --
list
The actions to execute when this alarm transitions to the ALARM state from any other state. Each action is specified as an Amazon Resource Name (ARN).
Valid Values: arn:aws:automate:region:ec2:stop | arn:aws:automate:region:ec2:terminate | arn:aws:automate:region:ec2:recover | arn:aws:automate:region:ec2:reboot | arn:aws:sns:region:account-id:sns-topic-name | arn:aws:autoscaling:region:account-id:scalingPolicy:policy-idautoScalingGroupName/group-friendly-name:policyName/policy-friendly-name
Valid Values (for use with IAM roles): arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Stop/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Terminate/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Reboot/1.0
(string) --
list
The actions to execute when this alarm transitions to the INSUFFICIENT_DATA state from any other state. Each action is specified as an Amazon Resource Name (ARN).
Valid Values: arn:aws:automate:region:ec2:stop | arn:aws:automate:region:ec2:terminate | arn:aws:automate:region:ec2:recover | arn:aws:automate:region:ec2:reboot | arn:aws:sns:region:account-id:sns-topic-name | arn:aws:autoscaling:region:account-id:scalingPolicy:policy-idautoScalingGroupName/group-friendly-name:policyName/policy-friendly-name
Valid Values (for use with IAM roles): >arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Stop/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Terminate/1.0 | arn:aws:swf:region:account-id:action/actions/AWS_EC2.InstanceId.Reboot/1.0
(string) --
string
The name for the metric associated with the alarm.
If you are creating an alarm based on a math expression, you cannot specify this parameter, or any of the Dimensions , Period , Namespace , Statistic , or ExtendedStatistic parameters. Instead, you specify all this information in the Metrics array.
string
The namespace for the metric associated specified in MetricName .
string
The statistic for the metric specified in MetricName , other than percentile. For percentile statistics, use ExtendedStatistic . When you call PutMetricAlarm and specify a MetricName , you must specify either Statistic or ExtendedStatistic, but not both.
string
The percentile statistic for the metric specified in MetricName . Specify a value between p0.0 and p100. When you call PutMetricAlarm and specify a MetricName , you must specify either Statistic or ExtendedStatistic, but not both.
list
The dimensions for the metric specified in MetricName .
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
integer
The length, in seconds, used each time the metric specified in MetricName is evaluated. Valid values are 10, 30, and any multiple of 60.
Be sure to specify 10 or 30 only for metrics that are stored by a PutMetricData call with a StorageResolution of 1. If you specify a period of 10 or 30 for a metric that does not have sub-minute resolution, the alarm still attempts to gather data at the period rate that you specify. In this case, it does not receive data for the attempts that do not correspond to a one-minute data resolution, and the alarm may often lapse into INSUFFICENT_DATA status. Specifying 10 or 30 also sets this alarm as a high-resolution alarm, which has a higher charge than other alarms. For more information about pricing, see Amazon CloudWatch Pricing.
An alarm's total current evaluation period can be no longer than one day, so Period multiplied by EvaluationPeriods cannot be more than 86,400 seconds.
string
The unit of measure for the statistic. For example, the units for the Amazon EC2 NetworkIn metric are Bytes because NetworkIn tracks the number of bytes that an instance receives on all network interfaces. You can also specify a unit when you create a custom metric. Units help provide conceptual meaning to your data. Metric data points that specify a unit of measure, such as Percent, are aggregated separately.
If you specify a unit, you must use a unit that is appropriate for the metric. Otherwise, the CloudWatch alarm can get stuck in the INSUFFICIENT DATA state.
integer
[REQUIRED]
The number of periods over which data is compared to the specified threshold. If you are setting an alarm that requires that a number of consecutive data points be breaching to trigger the alarm, this value specifies that number. If you are setting an "M out of N" alarm, this value is the N.
An alarm's total current evaluation period can be no longer than one day, so this number multiplied by Period cannot be more than 86,400 seconds.
integer
The number of datapoints that must be breaching to trigger the alarm. This is used only if you are setting an "M out of N" alarm. In that case, this value is the M. For more information, see Evaluating an Alarm in the Amazon CloudWatch User Guide .
float
The value against which the specified statistic is compared.
string
[REQUIRED]
The arithmetic operation to use when comparing the specified statistic and threshold. The specified statistic value is used as the first operand.
The values LessThanLowerOrGreaterThanUpperThreshold , LessThanLowerThreshold , and GreaterThanUpperThreshold are used only for alarms based on anomaly detection models.
string
Sets how this alarm is to handle missing data points. If TreatMissingData is omitted, the default behavior of missing is used. For more information, see Configuring How CloudWatch Alarms Treats Missing Data.
Valid Values: breaching | notBreaching | ignore | missing
string
Used only for alarms based on percentiles. If you specify ignore , the alarm state does not change during periods with too few data points to be statistically significant. If you specify evaluate or omit this parameter, the alarm is always evaluated and possibly changes state no matter how many data points are available. For more information, see Percentile-Based CloudWatch Alarms and Low Data Samples.
Valid Values: evaluate | ignore
list
An array of MetricDataQuery structures that enable you to create an alarm based on the result of a metric math expression. Each item in the Metrics array either retrieves a metric or performs a math expression.
One item in the Metrics array is the expression that the alarm watches. You designate this expression by setting ReturnValue to true for this object in the array. For more information, see MetricDataQuery.
If you use the Metrics parameter, you cannot include the MetricName , Dimensions , Period , Namespace , Statistic , or ExtendedStatistic parameters of PutMetricAlarm in the same operation. Instead, you retrieve the metrics you are using in your math expression as part of the Metrics array.
(dict) --
This structure is used in both GetMetricData and PutMetricAlarm . The supported use of this structure is different for those two operations.
When used in GetMetricData , it indicates the metric data to return, and whether this call is just retrieving a batch set of data for one metric, or is performing a math expression on metric data. A single GetMetricData call can include up to 100 MetricDataQuery structures.
When used in PutMetricAlarm , it enables you to create an alarm based on a metric math expression. Each MetricDataQuery in the array specifies either a metric to retrieve, or a math expression to be performed on retrieved metrics. A single PutMetricAlarm call can include up to 20 MetricDataQuery structures in the array. The 20 structures can include as many as 10 structures that contain a MetricStat parameter to retrieve a metric, and as many as 10 structures that contain the Expression parameter to perform a math expression. Of those Expression structures, one must have True as the value for ReturnData . The result of this expression is the value the alarm watches.
Any expression used in a PutMetricAlarm operation must return a single time series. For more information, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Some of the parameters of this structure also have different uses whether you are using this structure in a GetMetricData operation or a PutMetricAlarm operation. These differences are explained in the following parameter list.
Id (string) -- [REQUIRED]
A short name used to tie this object to the results in the response. This name must be unique within a single call to GetMetricData . If you are performing math expressions on this set of data, this name represents that data and can serve as a variable in the mathematical expression. The valid characters are letters, numbers, and underscore. The first character must be a lowercase letter.
MetricStat (dict) --
The metric to be returned, along with statistics, period, and units. Use this parameter only if this object is retrieving a metric and not performing a math expression on returned data.
Within one MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Metric (dict) -- [REQUIRED]
The metric to return, including the metric name, namespace, and dimensions.
Namespace (string) --
The namespace of the metric.
MetricName (string) --
The name of the metric. This is a required field.
Dimensions (list) --
The dimensions for the metric.
(dict) --
Expands the identity of a metric.
Name (string) -- [REQUIRED]
The name of the dimension.
Value (string) -- [REQUIRED]
The value representing the dimension measurement.
Period (integer) -- [REQUIRED]
The period, in seconds, to use when retrieving the metric.
Stat (string) -- [REQUIRED]
The statistic to return. It can include any CloudWatch statistic or extended statistic.
Unit (string) --
When you are using a Put operation, this defines what unit you want to use when storing the metric. In a Get operation, this displays the unit that is used for the metric.
Expression (string) --
The math expression to be performed on the returned data, if this object is performing a math expression. This expression can use the Id of the other metrics to refer to those metrics, and can also use the Id of other expressions to use the result of those expressions. For more information about metric math expressions, see Metric Math Syntax and Functions in the Amazon CloudWatch User Guide .
Within each MetricDataQuery object, you must specify either Expression or MetricStat but not both.
Label (string) --
A human-readable label for this metric or expression. This is especially useful if this is an expression, so that you know what the value represents. If the metric or expression is shown in a CloudWatch dashboard widget, the label is shown. If Label is omitted, CloudWatch generates a default.
ReturnData (boolean) --
When used in GetMetricData , this option indicates whether to return the timestamps and raw data values of this metric. If you are performing this call just to do math expressions and do not also need the raw data returned, you can specify False . If you omit this, the default of True is used.
When used in PutMetricAlarm , specify True for the one expression result to use as the alarm. For all other metrics and expressions in the same PutMetricAlarm operation, specify ReturnData as False.
list
A list of key-value pairs to associate with the alarm. You can associate as many as 50 tags with an alarm.
Tags can help you organize and categorize your resources. You can also use them to scope user permissions, by granting a user permission to access or change only resources with certain tag values.
(dict) --
A key-value pair associated with a CloudWatch resource.
Key (string) -- [REQUIRED]
A string that you can use to assign a value. The combination of tag keys and values can help you organize and categorize your resources.
Value (string) -- [REQUIRED]
The value for the specified tag key.
string
If this is an alarm based on an anomaly detection model, make this value match the ID of the ANOMALY_DETECTION_BAND function.
For an example of how to use this parameter, see the Anomaly Detection Model Alarm example on this page.
If your alarm uses this parameter, it cannot have Auto Scaling actions.
None