2023/11/15 - AmazonMWAA - 2 updated api methods
Changes This Amazon MWAA release adds support for customer-managed VPC endpoints. This lets you choose whether to create, and manage your environment's VPC endpoints, or to have Amazon MWAA create, and manage them for you.
{'EndpointManagement': 'CUSTOMER | SERVICE'}
Creates an Amazon Managed Workflows for Apache Airflow (MWAA) environment.
See also: AWS API Documentation
Request Syntax
client.create_environment( AirflowConfigurationOptions={ 'string': 'string' }, AirflowVersion='string', DagS3Path='string', EndpointManagement='CUSTOMER'|'SERVICE', EnvironmentClass='string', ExecutionRoleArn='string', KmsKey='string', LoggingConfiguration={ 'DagProcessingLogs': { 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'SchedulerLogs': { 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'TaskLogs': { 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'WebserverLogs': { 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'WorkerLogs': { 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' } }, MaxWorkers=123, MinWorkers=123, Name='string', NetworkConfiguration={ 'SecurityGroupIds': [ 'string', ], 'SubnetIds': [ 'string', ] }, PluginsS3ObjectVersion='string', PluginsS3Path='string', RequirementsS3ObjectVersion='string', RequirementsS3Path='string', Schedulers=123, SourceBucketArn='string', StartupScriptS3ObjectVersion='string', StartupScriptS3Path='string', Tags={ 'string': 'string' }, WebserverAccessMode='PRIVATE_ONLY'|'PUBLIC_ONLY', WeeklyMaintenanceWindowStart='string' )
dict
A list of key-value pairs containing the Apache Airflow configuration options you want to attach to your environment. For more information, see Apache Airflow configuration options .
(string) --
(string) --
string
The Apache Airflow version for your environment. If no value is specified, it defaults to the latest version. For more information, see Apache Airflow versions on Amazon Managed Workflows for Apache Airflow (MWAA) .
Valid values: 1.10.12 , 2.0.2 , 2.2.2 , 2.4.3 , 2.5.1 , 2.6.3 , 2.7.2
string
[REQUIRED]
The relative path to the DAGs folder on your Amazon S3 bucket. For example, dags . For more information, see Adding or updating DAGs .
string
Defines whether the VPC endpoints configured for the environment are created, and managed, by the customer or by Amazon MWAA. If set to SERVICE , Amazon MWAA will create and manage the required VPC endpoints in your VPC. If set to CUSTOMER , you must create, and manage, the VPC endpoints for your VPC. If you choose to create an environment in a shared VPC, you must set this value to CUSTOMER . In a shared VPC deployment, the environment will remain in PENDING status until you create the VPC endpoints. If you do not take action to create the endpoints within 72 hours, the status will change to CREATE_FAILED . You can delete the failed environment and create a new one.
string
The environment class type. Valid values: mw1.small , mw1.medium , mw1.large . For more information, see Amazon MWAA environment class .
string
[REQUIRED]
The Amazon Resource Name (ARN) of the execution role for your environment. An execution role is an Amazon Web Services Identity and Access Management (IAM) role that grants MWAA permission to access Amazon Web Services services and resources used by your environment. For example, arn:aws:iam::123456789:role/my-execution-role . For more information, see Amazon MWAA Execution role .
string
The Amazon Web Services Key Management Service (KMS) key to encrypt the data in your environment. You can use an Amazon Web Services owned CMK, or a Customer managed CMK (advanced). For more information, see Create an Amazon MWAA environment .
dict
Defines the Apache Airflow logs to send to CloudWatch Logs.
DagProcessingLogs (dict) --
Publishes Airflow DAG processing logs to CloudWatch Logs.
Enabled (boolean) -- [REQUIRED]
Indicates whether to enable the Apache Airflow log type (e.g. DagProcessingLogs ).
LogLevel (string) -- [REQUIRED]
Defines the Apache Airflow log level (e.g. INFO ) to send to CloudWatch Logs.
SchedulerLogs (dict) --
Publishes Airflow scheduler logs to CloudWatch Logs.
Enabled (boolean) -- [REQUIRED]
Indicates whether to enable the Apache Airflow log type (e.g. DagProcessingLogs ).
LogLevel (string) -- [REQUIRED]
Defines the Apache Airflow log level (e.g. INFO ) to send to CloudWatch Logs.
TaskLogs (dict) --
Publishes Airflow task logs to CloudWatch Logs.
Enabled (boolean) -- [REQUIRED]
Indicates whether to enable the Apache Airflow log type (e.g. DagProcessingLogs ).
LogLevel (string) -- [REQUIRED]
Defines the Apache Airflow log level (e.g. INFO ) to send to CloudWatch Logs.
WebserverLogs (dict) --
Publishes Airflow web server logs to CloudWatch Logs.
Enabled (boolean) -- [REQUIRED]
Indicates whether to enable the Apache Airflow log type (e.g. DagProcessingLogs ).
LogLevel (string) -- [REQUIRED]
Defines the Apache Airflow log level (e.g. INFO ) to send to CloudWatch Logs.
WorkerLogs (dict) --
Publishes Airflow worker logs to CloudWatch Logs.
Enabled (boolean) -- [REQUIRED]
Indicates whether to enable the Apache Airflow log type (e.g. DagProcessingLogs ).
LogLevel (string) -- [REQUIRED]
Defines the Apache Airflow log level (e.g. INFO ) to send to CloudWatch Logs.
integer
The maximum number of workers that you want to run in your environment. MWAA scales the number of Apache Airflow workers up to the number you specify in the MaxWorkers field. For example, 20 . When there are no more tasks running, and no more in the queue, MWAA disposes of the extra workers leaving the one worker that is included with your environment, or the number you specify in MinWorkers .
integer
The minimum number of workers that you want to run in your environment. MWAA scales the number of Apache Airflow workers up to the number you specify in the MaxWorkers field. When there are no more tasks running, and no more in the queue, MWAA disposes of the extra workers leaving the worker count you specify in the MinWorkers field. For example, 2 .
string
[REQUIRED]
The name of the Amazon MWAA environment. For example, MyMWAAEnvironment .
dict
[REQUIRED]
The VPC networking components used to secure and enable network traffic between the Amazon Web Services resources for your environment. For more information, see About networking on Amazon MWAA .
SecurityGroupIds (list) --
A list of security group IDs. For more information, see Security in your VPC on Amazon MWAA .
(string) --
SubnetIds (list) --
A list of subnet IDs. For more information, see About networking on Amazon MWAA .
(string) --
string
The version of the plugins.zip file on your Amazon S3 bucket. You must specify a version each time a plugins.zip file is updated. For more information, see How S3 Versioning works .
string
The relative path to the plugins.zip file on your Amazon S3 bucket. For example, plugins.zip . If specified, then the plugins.zip version is required. For more information, see Installing custom plugins .
string
The version of the requirements.txt file on your Amazon S3 bucket. You must specify a version each time a requirements.txt file is updated. For more information, see How S3 Versioning works .
string
The relative path to the requirements.txt file on your Amazon S3 bucket. For example, requirements.txt . If specified, then a version is required. For more information, see Installing Python dependencies .
integer
The number of Apache Airflow schedulers to run in your environment. Valid values:
v2 - Accepts between 2 to 5. Defaults to 2.
v1 - Accepts 1.
string
[REQUIRED]
The Amazon Resource Name (ARN) of the Amazon S3 bucket where your DAG code and supporting files are stored. For example, arn:aws:s3:::my-airflow-bucket-unique-name . For more information, see Create an Amazon S3 bucket for Amazon MWAA .
string
The version of the startup shell script in your Amazon S3 bucket. You must specify the version ID that Amazon S3 assigns to the file every time you update the script.
Version IDs are Unicode, UTF-8 encoded, URL-ready, opaque strings that are no more than 1,024 bytes long. The following is an example:
3sL4kqtJlcpXroDTDmJ+rmSpXd3dIbrHY+MTRCxf3vjVBH40Nr8X8gdRQBpUMLUo
For more information, see Using a startup script .
string
The relative path to the startup shell script in your Amazon S3 bucket. For example, s3://mwaa-environment/startup.sh .
Amazon MWAA runs the script as your environment starts, and before running the Apache Airflow process. You can use this script to install dependencies, modify Apache Airflow configuration options, and set environment variables. For more information, see Using a startup script .
dict
The key-value tag pairs you want to associate to your environment. For example, "Environment": "Staging" . For more information, see Tagging Amazon Web Services resources .
(string) --
(string) --
string
Defines the access mode for the Apache Airflow web server . For more information, see Apache Airflow access modes .
string
The day and time of the week in Coordinated Universal Time (UTC) 24-hour standard time to start weekly maintenance updates of your environment in the following format: DAY:HH:MM . For example: TUE:03:30 . You can specify a start time in 30 minute increments only.
dict
Response Syntax
{ 'Arn': 'string' }
Response Structure
(dict) --
Arn (string) --
The Amazon Resource Name (ARN) returned in the response for the environment.
{'Environment': {'CeleryExecutorQueue': 'string', 'DatabaseVpcEndpointService': 'string', 'EndpointManagement': 'CUSTOMER | SERVICE', 'Status': {'PENDING'}, 'WebserverVpcEndpointService': 'string'}}
Describes an Amazon Managed Workflows for Apache Airflow (MWAA) environment.
See also: AWS API Documentation
Request Syntax
client.get_environment( Name='string' )
string
[REQUIRED]
The name of the Amazon MWAA environment. For example, MyMWAAEnvironment .
dict
Response Syntax
{ 'Environment': { 'AirflowConfigurationOptions': { 'string': 'string' }, 'AirflowVersion': 'string', 'Arn': 'string', 'CeleryExecutorQueue': 'string', 'CreatedAt': datetime(2015, 1, 1), 'DagS3Path': 'string', 'DatabaseVpcEndpointService': 'string', 'EndpointManagement': 'CUSTOMER'|'SERVICE', 'EnvironmentClass': 'string', 'ExecutionRoleArn': 'string', 'KmsKey': 'string', 'LastUpdate': { 'CreatedAt': datetime(2015, 1, 1), 'Error': { 'ErrorCode': 'string', 'ErrorMessage': 'string' }, 'Source': 'string', 'Status': 'SUCCESS'|'PENDING'|'FAILED' }, 'LoggingConfiguration': { 'DagProcessingLogs': { 'CloudWatchLogGroupArn': 'string', 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'SchedulerLogs': { 'CloudWatchLogGroupArn': 'string', 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'TaskLogs': { 'CloudWatchLogGroupArn': 'string', 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'WebserverLogs': { 'CloudWatchLogGroupArn': 'string', 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' }, 'WorkerLogs': { 'CloudWatchLogGroupArn': 'string', 'Enabled': True|False, 'LogLevel': 'CRITICAL'|'ERROR'|'WARNING'|'INFO'|'DEBUG' } }, 'MaxWorkers': 123, 'MinWorkers': 123, 'Name': 'string', 'NetworkConfiguration': { 'SecurityGroupIds': [ 'string', ], 'SubnetIds': [ 'string', ] }, 'PluginsS3ObjectVersion': 'string', 'PluginsS3Path': 'string', 'RequirementsS3ObjectVersion': 'string', 'RequirementsS3Path': 'string', 'Schedulers': 123, 'ServiceRoleArn': 'string', 'SourceBucketArn': 'string', 'StartupScriptS3ObjectVersion': 'string', 'StartupScriptS3Path': 'string', 'Status': 'CREATING'|'CREATE_FAILED'|'AVAILABLE'|'UPDATING'|'DELETING'|'DELETED'|'UNAVAILABLE'|'UPDATE_FAILED'|'ROLLING_BACK'|'CREATING_SNAPSHOT'|'PENDING', 'Tags': { 'string': 'string' }, 'WebserverAccessMode': 'PRIVATE_ONLY'|'PUBLIC_ONLY', 'WebserverUrl': 'string', 'WebserverVpcEndpointService': 'string', 'WeeklyMaintenanceWindowStart': 'string' } }
Response Structure
(dict) --
Environment (dict) --
An object containing all available details about the environment.
AirflowConfigurationOptions (dict) --
A list of key-value pairs containing the Apache Airflow configuration options attached to your environment. For more information, see Apache Airflow configuration options .
(string) --
(string) --
AirflowVersion (string) --
The Apache Airflow version on your environment.
Valid values: 1.10.12 , 2.0.2 , 2.2.2 , 2.4.3 , 2.5.1 , 2.6.3 , 2.7.2 .
Arn (string) --
The Amazon Resource Name (ARN) of the Amazon MWAA environment.
CeleryExecutorQueue (string) --
The queue ARN for the environment's Celery Executor . Amazon MWAA uses a Celery Executor to distribute tasks across multiple workers. When you create an environment in a shared VPC, you must provide access to the Celery Executor queue from your VPC.
CreatedAt (datetime) --
The day and time the environment was created.
DagS3Path (string) --
The relative path to the DAGs folder in your Amazon S3 bucket. For example, s3://mwaa-environment/dags . For more information, see Adding or updating DAGs .
DatabaseVpcEndpointService (string) --
The VPC endpoint for the environment's Amazon RDS database.
EndpointManagement (string) --
Defines whether the VPC endpoints configured for the environment are created, and managed, by the customer or by Amazon MWAA. If set to SERVICE , Amazon MWAA will create and manage the required VPC endpoints in your VPC. If set to CUSTOMER , you must create, and manage, the VPC endpoints in your VPC.
EnvironmentClass (string) --
The environment class type. Valid values: mw1.small , mw1.medium , mw1.large . For more information, see Amazon MWAA environment class .
ExecutionRoleArn (string) --
The Amazon Resource Name (ARN) of the execution role in IAM that allows MWAA to access Amazon Web Services resources in your environment. For example, arn:aws:iam::123456789:role/my-execution-role . For more information, see Amazon MWAA Execution role .
KmsKey (string) --
The Amazon Web Services Key Management Service (KMS) encryption key used to encrypt the data in your environment.
LastUpdate (dict) --
The status of the last update on the environment.
CreatedAt (datetime) --
The day and time of the last update on the environment.
Error (dict) --
The error that was encountered during the last update of the environment.
ErrorCode (string) --
The error code that corresponds to the error with the last update.
ErrorMessage (string) --
The error message that corresponds to the error code.
Source (string) --
The source of the last update to the environment. Includes internal processes by Amazon MWAA, such as an environment maintenance update.
Status (string) --
The status of the last update on the environment.
LoggingConfiguration (dict) --
The Apache Airflow logs published to CloudWatch Logs.
DagProcessingLogs (dict) --
The Airflow DAG processing logs published to CloudWatch Logs and the log level.
CloudWatchLogGroupArn (string) --
The Amazon Resource Name (ARN) for the CloudWatch Logs group where the Apache Airflow log type (e.g. DagProcessingLogs ) is published. For example, arn:aws:logs:us-east-1:123456789012:log-group:airflow-MyMWAAEnvironment-MwaaEnvironment-DAGProcessing:* .
Enabled (boolean) --
Indicates whether the Apache Airflow log type (e.g. DagProcessingLogs ) is enabled.
LogLevel (string) --
The Apache Airflow log level for the log type (e.g. DagProcessingLogs ).
SchedulerLogs (dict) --
The Airflow scheduler logs published to CloudWatch Logs and the log level.
CloudWatchLogGroupArn (string) --
The Amazon Resource Name (ARN) for the CloudWatch Logs group where the Apache Airflow log type (e.g. DagProcessingLogs ) is published. For example, arn:aws:logs:us-east-1:123456789012:log-group:airflow-MyMWAAEnvironment-MwaaEnvironment-DAGProcessing:* .
Enabled (boolean) --
Indicates whether the Apache Airflow log type (e.g. DagProcessingLogs ) is enabled.
LogLevel (string) --
The Apache Airflow log level for the log type (e.g. DagProcessingLogs ).
TaskLogs (dict) --
The Airflow task logs published to CloudWatch Logs and the log level.
CloudWatchLogGroupArn (string) --
The Amazon Resource Name (ARN) for the CloudWatch Logs group where the Apache Airflow log type (e.g. DagProcessingLogs ) is published. For example, arn:aws:logs:us-east-1:123456789012:log-group:airflow-MyMWAAEnvironment-MwaaEnvironment-DAGProcessing:* .
Enabled (boolean) --
Indicates whether the Apache Airflow log type (e.g. DagProcessingLogs ) is enabled.
LogLevel (string) --
The Apache Airflow log level for the log type (e.g. DagProcessingLogs ).
WebserverLogs (dict) --
The Airflow web server logs published to CloudWatch Logs and the log level.
CloudWatchLogGroupArn (string) --
The Amazon Resource Name (ARN) for the CloudWatch Logs group where the Apache Airflow log type (e.g. DagProcessingLogs ) is published. For example, arn:aws:logs:us-east-1:123456789012:log-group:airflow-MyMWAAEnvironment-MwaaEnvironment-DAGProcessing:* .
Enabled (boolean) --
Indicates whether the Apache Airflow log type (e.g. DagProcessingLogs ) is enabled.
LogLevel (string) --
The Apache Airflow log level for the log type (e.g. DagProcessingLogs ).
WorkerLogs (dict) --
The Airflow worker logs published to CloudWatch Logs and the log level.
CloudWatchLogGroupArn (string) --
The Amazon Resource Name (ARN) for the CloudWatch Logs group where the Apache Airflow log type (e.g. DagProcessingLogs ) is published. For example, arn:aws:logs:us-east-1:123456789012:log-group:airflow-MyMWAAEnvironment-MwaaEnvironment-DAGProcessing:* .
Enabled (boolean) --
Indicates whether the Apache Airflow log type (e.g. DagProcessingLogs ) is enabled.
LogLevel (string) --
The Apache Airflow log level for the log type (e.g. DagProcessingLogs ).
MaxWorkers (integer) --
The maximum number of workers that run in your environment. For example, 20 .
MinWorkers (integer) --
The minimum number of workers that run in your environment. For example, 2 .
Name (string) --
The name of the Amazon MWAA environment. For example, MyMWAAEnvironment .
NetworkConfiguration (dict) --
Describes the VPC networking components used to secure and enable network traffic between the Amazon Web Services resources for your environment. For more information, see About networking on Amazon MWAA .
SecurityGroupIds (list) --
A list of security group IDs. For more information, see Security in your VPC on Amazon MWAA .
(string) --
SubnetIds (list) --
A list of subnet IDs. For more information, see About networking on Amazon MWAA .
(string) --
PluginsS3ObjectVersion (string) --
The version of the plugins.zip file in your Amazon S3 bucket. You must specify the version ID that Amazon S3 assigns to the file.
Version IDs are Unicode, UTF-8 encoded, URL-ready, opaque strings that are no more than 1,024 bytes long. The following is an example:
3sL4kqtJlcpXroDTDmJ+rmSpXd3dIbrHY+MTRCxf3vjVBH40Nr8X8gdRQBpUMLUo
For more information, see Installing custom plugins .
PluginsS3Path (string) --
The relative path to the file in your Amazon S3 bucket. For example, s3://mwaa-environment/plugins.zip . For more information, see Installing custom plugins .
RequirementsS3ObjectVersion (string) --
The version of the requirements.txt file on your Amazon S3 bucket. You must specify the version ID that Amazon S3 assigns to the file.
Version IDs are Unicode, UTF-8 encoded, URL-ready, opaque strings that are no more than 1,024 bytes long. The following is an example:
3sL4kqtJlcpXroDTDmJ+rmSpXd3dIbrHY+MTRCxf3vjVBH40Nr8X8gdRQBpUMLUo
For more information, see Installing Python dependencies .
RequirementsS3Path (string) --
The relative path to the requirements.txt file in your Amazon S3 bucket. For example, s3://mwaa-environment/requirements.txt . For more information, see Installing Python dependencies .
Schedulers (integer) --
The number of Apache Airflow schedulers that run in your Amazon MWAA environment.
ServiceRoleArn (string) --
The Amazon Resource Name (ARN) for the service-linked role of the environment. For more information, see Amazon MWAA Service-linked role .
SourceBucketArn (string) --
The Amazon Resource Name (ARN) of the Amazon S3 bucket where your DAG code and supporting files are stored. For example, arn:aws:s3:::my-airflow-bucket-unique-name . For more information, see Create an Amazon S3 bucket for Amazon MWAA .
StartupScriptS3ObjectVersion (string) --
The version of the startup shell script in your Amazon S3 bucket. You must specify the version ID that Amazon S3 assigns to the file.
Version IDs are Unicode, UTF-8 encoded, URL-ready, opaque strings that are no more than 1,024 bytes long. The following is an example:
3sL4kqtJlcpXroDTDmJ+rmSpXd3dIbrHY+MTRCxf3vjVBH40Nr8X8gdRQBpUMLUo
For more information, see Using a startup script .
StartupScriptS3Path (string) --
The relative path to the startup shell script in your Amazon S3 bucket. For example, s3://mwaa-environment/startup.sh .
Amazon MWAA runs the script as your environment starts, and before running the Apache Airflow process. You can use this script to install dependencies, modify Apache Airflow configuration options, and set environment variables. For more information, see Using a startup script .
Status (string) --
The status of the Amazon MWAA environment.
Valid values:
CREATING - Indicates the request to create the environment is in progress.
CREATING_SNAPSHOT - Indicates the request to update environment details, or upgrade the environment version, is in progress and Amazon MWAA is creating a storage volume snapshot of the Amazon RDS database cluster associated with the environment. A database snapshot is a backup created at a specific point in time. Amazon MWAA uses snapshots to recover environment metadata if the process to update or upgrade an environment fails.
CREATE_FAILED - Indicates the request to create the environment failed, and the environment could not be created.
AVAILABLE - Indicates the request was successful and the environment is ready to use.
PENDING - Indicates the request was successful, but the process to create the environment is paused until you create the required VPC endpoints in your VPC. After you create the VPC endpoints, the process resumes.
UPDATING - Indicates the request to update the environment is in progress.
ROLLING_BACK - Indicates the request to update environment details, or upgrade the environment version, failed and Amazon MWAA is restoring the environment using the latest storage volume snapshot.
DELETING - Indicates the request to delete the environment is in progress.
DELETED - Indicates the request to delete the environment is complete, and the environment has been deleted.
UNAVAILABLE - Indicates the request failed, but the environment was unable to rollback and is not in a stable state.
UPDATE_FAILED - Indicates the request to update the environment failed, and the environment has rolled back successfully and is ready to use.
We recommend reviewing our troubleshooting guide for a list of common errors and their solutions. For more information, see Amazon MWAA troubleshooting .
Tags (dict) --
The key-value tag pairs associated to your environment. For example, "Environment": "Staging" . For more information, see Tagging Amazon Web Services resources .
(string) --
(string) --
WebserverAccessMode (string) --
The Apache Airflow web server access mode. For more information, see Apache Airflow access modes .
WebserverUrl (string) --
The Apache Airflow Web server host name for the Amazon MWAA environment. For more information, see Accessing the Apache Airflow UI .
WebserverVpcEndpointService (string) --
The VPC endpoint for the environment's web server.
WeeklyMaintenanceWindowStart (string) --
The day and time of the week in Coordinated Universal Time (UTC) 24-hour standard time that weekly maintenance updates are scheduled. For example: TUE:03:30 .