PySparkFlexEtlJobProps

class aws_cdk.aws_glue_alpha.PySparkFlexEtlJobProps(*, role, script, connections=None, continuous_logging=None, default_arguments=None, description=None, enable_profiling_metrics=None, glue_version=None, job_name=None, max_concurrent_runs=None, max_retries=None, number_of_workers=None, security_configuration=None, tags=None, timeout=None, worker_type=None, extra_files=None, extra_jars=None, extra_python_files=None, notify_delay_after=None, spark_ui=None)

Bases: JobProperties

(experimental) Properties for PySparkFlexEtlJob.

Parameters:

  • role (IRole) – (experimental) IAM Role (required) IAM Role to use for Glue job execution Must be specified by the developer because the L2 doesn’t have visibility into the actions the script(s) takes during the job execution The role must trust the Glue service principal (glue.amazonaws.com) and be granted sufficient permissions.

  • script (Code) – (experimental) Script Code Location (required) Script to run when the Glue job executes. Can be uploaded from the local directory structure using fromAsset or referenced via S3 location using fromBucket

  • connections (Optional[Sequence[IConnection]]) – (experimental) Connections (optional) List of connections to use for this Glue job Connections are used to connect to other AWS Service or resources within a VPC. Default: [] - no connections are added to the job

  • continuous_logging (Union[ContinuousLoggingProps, Dict[str, Any], None]) – (experimental) Enables continuous logging with the specified props. Default: - continuous logging is enabled.

  • default_arguments (Optional[Mapping[str, str]]) – (experimental) Default Arguments (optional) The default arguments for every run of this Glue job, specified as name-value pairs. Default: - no arguments

  • description (Optional[str]) – (experimental) Description (optional) Developer-specified description of the Glue job. Default: - no value

  • enable_profiling_metrics (Optional[bool]) – (experimental) Enables the collection of metrics for job profiling. Default: - no profiling metrics emitted.

  • glue_version (Optional[GlueVersion]) – (experimental) Glue Version The version of Glue to use to execute this job. Default: 3.0 for ETL

  • job_name (Optional[str]) – (experimental) Name of the Glue job (optional) Developer-specified name of the Glue job. Default: - a name is automatically generated

  • max_concurrent_runs (Union[int, float, None]) – (experimental) Max Concurrent Runs (optional) The maximum number of runs this Glue job can concurrently run. An error is returned when this threshold is reached. The maximum value you can specify is controlled by a service limit. Default: 1

  • max_retries (Union[int, float, None]) – (experimental) Max Retries (optional) Maximum number of retry attempts Glue performs if the job fails. Default: 0

  • number_of_workers (Union[int, float, None]) – (experimental) Number of Workers (optional) Number of workers for Glue to use during job execution. Default: 10

  • security_configuration (Optional[ISecurityConfiguration]) – (experimental) Security Configuration (optional) Defines the encryption options for the Glue job. Default: - no security configuration.

  • tags (Optional[Mapping[str, str]]) – (experimental) Tags (optional) A list of key:value pairs of tags to apply to this Glue job resources. Default: {} - no tags

  • timeout (Optional[Duration]) – (experimental) Timeout (optional) The maximum time that a job run can consume resources before it is terminated and enters TIMEOUT status. Specified in minutes. Default: 2880 (2 days for non-streaming)

  • worker_type (Optional[WorkerType]) – (experimental) Worker Type (optional) Type of Worker for Glue to use during job execution Enum options: Standard, G_1X, G_2X, G_025X. G_4X, G_8X, Z_2X Default: WorkerType.G_1X

  • extra_files (Optional[Sequence[Code]]) – (experimental) Additional files, such as configuration files that AWS Glue copies to the working directory of your script before executing it. Default: - no extra files specified.

  • extra_jars (Optional[Sequence[Code]]) – (experimental) Extra Jars S3 URL (optional) S3 URL where additional jar dependencies are located. Default: - no extra jar files

  • extra_python_files (Optional[Sequence[Code]]) – (experimental) Additional Python files that AWS Glue adds to the Python path before executing your script. Default: - no extra python files specified.

  • notify_delay_after (Optional[Duration]) – (experimental) Specifies configuration properties of a notification (optional). After a job run starts, the number of minutes to wait before sending a job run delay notification. Default: - undefined

  • spark_ui (Union[SparkUIProps, Dict[str, Any], None]) – (experimental) Enables the Spark UI debugging and monitoring with the specified props. Default: - Spark UI debugging and monitoring is disabled.

Stability:

experimental

ExampleMetadata:

infused

Example:

import aws_cdk as cdk
import aws_cdk.aws_iam as iam
# stack: cdk.Stack
# role: iam.IRole
# script: glue.Code

glue.PySparkFlexEtlJob(stack, "ImportedJob", role=role, script=script)

Attributes

connections

(experimental) Connections (optional) List of connections to use for this Glue job Connections are used to connect to other AWS Service or resources within a VPC.

Default:

[] - no connections are added to the job

Stability:

experimental

continuous_logging

(experimental) Enables continuous logging with the specified props.

Default:

  • continuous logging is enabled.

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html

Stability:

experimental

default_arguments

(experimental) Default Arguments (optional) The default arguments for every run of this Glue job, specified as name-value pairs.

Default:

  • no arguments

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html for a list of reserved parameters :stability: experimental

description

(experimental) Description (optional) Developer-specified description of the Glue job.

Default:

  • no value

Stability:

experimental

enable_profiling_metrics

(experimental) Enables the collection of metrics for job profiling.

Default:

  • no profiling metrics emitted.

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html

Stability:

experimental

extra_files

(experimental) Additional files, such as configuration files that AWS Glue copies to the working directory of your script before executing it.

Default:

  • no extra files specified.

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html

Stability:

experimental

extra_jars

(experimental) Extra Jars S3 URL (optional) S3 URL where additional jar dependencies are located.

Default:

  • no extra jar files

Stability:

experimental

extra_python_files

(experimental) Additional Python files that AWS Glue adds to the Python path before executing your script.

Default:

  • no extra python files specified.

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html

Stability:

experimental

glue_version

(experimental) Glue Version The version of Glue to use to execute this job.

Default:

3.0 for ETL

Stability:

experimental

job_name

(experimental) Name of the Glue job (optional) Developer-specified name of the Glue job.

Default:

  • a name is automatically generated

Stability:

experimental

max_concurrent_runs

(experimental) Max Concurrent Runs (optional) The maximum number of runs this Glue job can concurrently run.

An error is returned when this threshold is reached. The maximum value you can specify is controlled by a service limit.

Default:

1

Stability:

experimental

max_retries

(experimental) Max Retries (optional) Maximum number of retry attempts Glue performs if the job fails.

Default:

0

Stability:

experimental

notify_delay_after

(experimental) Specifies configuration properties of a notification (optional).

After a job run starts, the number of minutes to wait before sending a job run delay notification.

Default:

  • undefined

Stability:

experimental

number_of_workers

(experimental) Number of Workers (optional) Number of workers for Glue to use during job execution.

Default:

10

Stability:

experimental

role

(experimental) IAM Role (required) IAM Role to use for Glue job execution Must be specified by the developer because the L2 doesn’t have visibility into the actions the script(s) takes during the job execution The role must trust the Glue service principal (glue.amazonaws.com) and be granted sufficient permissions.

See:

https://docs.aws.amazon.com/glue/latest/dg/getting-started-access.html

Stability:

experimental

script

(experimental) Script Code Location (required) Script to run when the Glue job executes.

Can be uploaded from the local directory structure using fromAsset or referenced via S3 location using fromBucket

Stability:

experimental

security_configuration

(experimental) Security Configuration (optional) Defines the encryption options for the Glue job.

Default:

  • no security configuration.

Stability:

experimental

spark_ui

(experimental) Enables the Spark UI debugging and monitoring with the specified props.

Default:

  • Spark UI debugging and monitoring is disabled.

See:

https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-glue-arguments.html

Stability:

experimental

tags

value pairs of tags to apply to this Glue job resources.

Default:

{} - no tags

Stability:

experimental

Type:

(experimental) Tags (optional) A list of key

timeout

(experimental) Timeout (optional) The maximum time that a job run can consume resources before it is terminated and enters TIMEOUT status.

Specified in minutes.

Default:

2880 (2 days for non-streaming)

Stability:

experimental

worker_type

Standard, G_1X, G_2X, G_025X.

G_4X, G_8X, Z_2X

Default:

WorkerType.G_1X

Stability:

experimental

Type:

(experimental) Worker Type (optional) Type of Worker for Glue to use during job execution Enum options