Class: Aws::SageMaker::Types::ScheduleConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ScheduleConfig
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Configuration details about the monitoring schedule.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#data_analysis_end_time ⇒ String
Sets the end time for a monitoring job window.
-
#data_analysis_start_time ⇒ String
Sets the start time for a monitoring job window.
-
#schedule_expression ⇒ String
A cron expression that describes details about the monitoring schedule.
Instance Attribute Details
#data_analysis_end_time ⇒ String
Sets the end time for a monitoring job window. Express this time as
an offset to the times that you schedule your monitoring jobs to
run. You schedule monitoring jobs with the ScheduleExpression
parameter. Specify this offset in ISO 8601 duration format. For
example, if you want to end the window one hour before the start of
each monitoring job, you would specify: "-PT1H"
.
The end time that you specify must not follow the start time that
you specify by more than 24 hours. You specify the start time with
the DataAnalysisStartTime
parameter.
If you set ScheduleExpression
to NOW
, this parameter is
required.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40141 class ScheduleConfig < Struct.new( :schedule_expression, :data_analysis_start_time, :data_analysis_end_time) SENSITIVE = [] include Aws::Structure end |
#data_analysis_start_time ⇒ String
Sets the start time for a monitoring job window. Express this time
as an offset to the times that you schedule your monitoring jobs to
run. You schedule monitoring jobs with the ScheduleExpression
parameter. Specify this offset in ISO 8601 duration format. For
example, if you want to monitor the five hours of data in your
dataset that precede the start of each monitoring job, you would
specify: "-PT5H"
.
The start time that you specify must not precede the end time that
you specify by more than 24 hours. You specify the end time with the
DataAnalysisEndTime
parameter.
If you set ScheduleExpression
to NOW
, this parameter is
required.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40141 class ScheduleConfig < Struct.new( :schedule_expression, :data_analysis_start_time, :data_analysis_end_time) SENSITIVE = [] include Aws::Structure end |
#schedule_expression ⇒ String
A cron expression that describes details about the monitoring schedule.
The supported cron expressions are:
If you want to set the job to start every hour, use the following:
Hourly: cron(0 * ? * * *)
If you want to start the job daily:
cron(0 [00-23] ? * * *)
If you want to run the job one time, immediately, use the following keyword:
NOW
For example, the following are valid cron expressions:
Daily at noon UTC:
cron(0 12 ? * * *)
Daily at midnight UTC:
cron(0 0 ? * * *)
To support running every 6, 12 hours, the following are also supported:
cron(0 [00-23]/[01-24] ? * * *)
For example, the following are valid cron expressions:
Every 12 hours, starting at 5pm UTC:
cron(0 17/12 ? * * *)
Every two hours starting at midnight:
cron(0 0/2 ? * * *)
- We recommend that if you would like a daily schedule, you do not provide this parameter. Amazon SageMaker will pick a time for running every day.
You can also specify the keyword NOW
to run the monitoring job
immediately, one time, without recurring.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40141 class ScheduleConfig < Struct.new( :schedule_expression, :data_analysis_start_time, :data_analysis_end_time) SENSITIVE = [] include Aws::Structure end |