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talentgarden-serverless-glue

27.0.2 • Public • Published

Talent Garden Serverless Glue

This is based on Felipe Nuñez's Serverless plugin to deploy Glue Jobs, adapted by Edoardo Polito for Talent Garden.

This is a plugin for Serverless framework that provide the possibility to deploy AWS Glue Jobs and Triggers

Install

  1. run npm install --save-dev talentgarden-serverless-glue
  2. add serverless-glue in serverless.yml plugin section 
    plugins:
    - talentgarden-serverless-glue

How it works

The plugin creates CloufFormation resources of your configuration before making the serverless deploy then add it to the serverless template.

So any glue-job deployed with this plugin is part of your stack too.

How to configure your GlueJob(s)

Configure your glue jobs in the root of servelress.yml like this:

Glue:
  bucketDeploy: someBucket # Required
  createBucket: true # Optional, default = false
  createBucketConfig: # Optional 
    ACL: private # Optional, private | public-read | public-read-write | authenticated-read
    LocationConstraint: af-south-1
    GrantFullControl: 'STRING_VALUE' # Optional
    GrantRead: 'STRING_VALUE' # Optional
    GrantReadACP: 'STRING_VALUE' # Optional
    GrantWrite: 'STRING_VALUE' # Optional
    GrantWriteACP: 'STRING_VALUE' # Optional
    ObjectLockEnabledForBucket: true # Optional
    ObjectOwnership: BucketOwnerPreferred # Optional
  s3Prefix: some/s3/key/location/ # optional, S3 prefix where all of your job will be uploaded into; default = 'glueJobs/'
  tempDirBucket: someBucket # optional, default = '{serverless.serviceName}-{provider.stage}-gluejobstemp'
  tempDirS3Prefix: some/s3/key/location/ # optional, default = ''. The job name will be appended to the prefix name
  jobs:
    - resourceName: SuperGlueJob # Optional, you can use this parameter to reference the job in your serverless template. The value is converted to PascalCase. When not specified, JobName is used
      name: super-glue-job # Required
      scriptPath: src/script.py # Required script will be named with the name after '/' and uploaded to s3Prefix location
      scriptS3LocationPrefix: some/s3/prefix # Optional, use this key instwead of s3Prefix if you want to specify a different S3 prefix for each Glue Job in your stack
      Description: # Optional, string
      tempDir: true # Optional true | false
      type: spark # spark / pythonshell # Required
      glueVersion: python3-2.0 # Required python3-1.0 | python3-2.0 | python3-3.0 | python2-1.0 | python2-0.9 | scala2-1.0 | scala2-0.9 | scala2-2.0
      pythonVersion: "3.9" # Optional
      librarySet: analytics # Optional
      role: arn:aws:iam::000000000:role/someRole # Required
      MaxCapacity: 1 #Optional
      MaxConcurrentRuns: 3 # Optional
      WorkerType: Standard # Optional, G.1X | G.2X
      NumberOfWorkers: 1 # Optional
      Connections: # Optional
        - some-conection-string
        - other-conection-string
      Timeout: # Optional, number
      MaxRetries: # Optional, number
      DefaultArguments: # Optional
        class: string # Optional
        scriptLocation: string # Optional
        extraPyFiles: string # Optional
        extraJars: string # Optional
        userJarsFirst: string # Optional
        usePostgresDriver: string # Optional
        extraFiles: string # Optional
        disableProxy: string # Optional
        jobBookmarkOption: string # Optional
        enableAutoScaling: string # Optional
        enableS3ParquetOptimizedCommitter: string # Optional
        enableRenameAlgorithmV2: string # Optional
        enableGlueDatacatalog: string # Optional
        enableMetrics: string # Optional
        enableContinuousCloudwatchLog: string # Optional
        enableContinuousLogFilter: string # Optional
        continuousLogLogGroup: string # Optional
        continuousLogLogStreamPrefix: string # Optional
        continuousLogConversionPattern: string # Optional
        enableSparkUi: string # Optional
        sparkEventLogsPath: string # Optional
        customArguments: # Optional; these are user-specified custom default arguments that are passed into cloudformation with a leading -- (required for glue)
          custom_arg_1: custom_value
          custom_arg_2: other_custom_value
      SupportFiles: # Optional
        - local_path: path/to/file/or/folder/ # Required if SupportFiles is given, you can pass a folder path or a file path
          s3_bucket: bucket-name-where-to-upload-files # Required if SupportFiles is given
          s3_prefix: some/s3/key/location/ # Required if SupportFiles is given
          execute_upload: True # Boolean, True to execute upload, False to not upload. Required if SupportFiles is given
      Tags:
        job_tag_example_1: example1
        job_tag_example_2: example2
  triggers:
    - name: some-trigger-name # Required
      Description: # Optional, string
      StartOnCreation: True # Optional, True or False
      schedule: 30 12 * * ? * # Optional, CRON expression. The trigger will be created with On-Demand type if the schedule is not provided.
      Tags:
        trigger_tag_example_1: example1     
      actions: # Required. One or more jobs to trigger
        - name: super-glue-job # Required
          args: # Optional
            custom_arg_1: custom_value
            custom_arg_2: other_custom_value
          timeout: 30 # Optional, if set, it overwrites specific jobs timeout when job starts via trigger
          SecurityConfiguration: # Optional, name of security configuration

You can define a lot of jobs...

  Glue:
    bucketDeploy: someBucket
    jobs:
      - name: jobA
        scriptPath: scriptA
        ...
      - name: jobB
        scriptPath: scriptB
        ...

And a lot of triggers...

  Glue:
    triggers:
        - name:
            ...
        - name:
            ...

Glue configuration parameters

Parameter Type Description Required
bucketDeploy String S3 Bucket name true
createBucket Boolean If true, a bucket named as bucketDeploy will be created before. Helpful if you have not created the bucket first false
createBucketConfig createBucketConfig Bucket configuration for creation on S3 false
s3Prefix String S3 prefix name false
tempDirBucket String S3 Bucket name for Glue temporary directory. If dont pass argument the bucket'name will generates with pattern {serverless.serviceName}-{provider.stage}-gluejobstemp false
tempDirS3Prefix String S3 prefix name for Glue temporary directory false
jobs Array Array of glue jobs to deploy true

CreateBucket confoguration parameters

Parameter Type Description Required
ACL String The canned ACL to apply to the bucket. Possible values include:
  • private
  • public-read
  • public-read-write
  • authenticated-read
 False
LocationConstraint String Specifies the Region where the bucket will be created. If you don't specify a Region, the bucket is created in the US East (N. Virginia) Region (us-east-1). Possible values are:
  • af-south-1
  • ap-east-1
  • ap-northeast-1
  • ap-northeast-2
  • ap-northeast-3
  • ap-south-1
  • ap-southeast-1
  • ap-southeast-2
  • ca-central-1
  • cn-north-1
  • cn-northwest-1
  • EU
  • eu-central-1
  • eu-north-1
  • eu-south-1
  • eu-west-1
  • eu-west-2
  • eu-west-3
  • me-south-1
  • sa-east-1
  • us-east-2
  • us-gov-east-1
  • us-gov-west-1
  • us-west-1
  • us-west-2
 false
GrantFullControl String Allows grantee the read, write, read ACP, and write ACP permissions on the bucket. false
GrantRead (String Allows grantee to list the objects in the bucket. false
GrantReadACP String Allows grantee to read the bucket ACL. false
GrantWrite String Allows grantee to create new objects in the bucket. For the bucket and object owners of existing objects, also allows deletions and overwrites of those objects. false
GrantWriteACP String Allows grantee to write the ACL for the applicable bucket. false
ObjectLockEnabledForBucket Boolean Specifies whether you want S3 Object Lock to be enabled for the new bucket. false
ObjectOwnership String The container element for object ownership for a bucket's ownership controls.Possible values include:
  • BucketOwnerPreferred
  • ObjectWriter
  • BucketOwnerEnforced
 false

Jobs configurations parameters

Parameter Type Description Required
resourceMame String Logical name of the resource false
name String name of job true
Description String Description of the job False
scriptPath String script path in the project true
tempDir Boolean flag indicate if job required a temp folder, if true plugin create a bucket for tmp false
type String Indicate if the type of your job. Values can use are : spark or pythonshell true
glueVersion String Indicate language and glue version to use ( [language][version]-[glue version]) the value can you use are:
  • python3-1.0
  • python3-2.0
  • python3-3.0
  • python2-1.0
  • python2-0.9
  • scala2-1.0
  • scala2-0.9
  • scala2-2.0
 true
pythonVersion String Python version to use when pythonshell job false
librarySet String What Glue Python Library preset to load false
role String arn role to execute job true
MaxCapacity Double The number of AWS Glue data processing units (DPUs) that can be allocated when this job runs false
MaxConcurrentRuns Double max concurrent runs of the job false
MaxRetries Int Maximum number of retires in case of failure False
Timeout Int Job timeout in number of minutes False
WorkerType String The type of predefined worker that is allocated when a job runs. Accepts a value of Standard, G.1X, or G.2X. false
NumberOfWorkers Integer number of workers false
SecurityConfiguration String The name of the security configuration that the job should use false
Connections List a list of connections used by the job false
DefaultArguments object Special Parameters Used by AWS Glue for mor information see this read the AWS documentation false
SupportFiles List List of supporting files for the glue job that need upload to S3 false
Tags JSON The tags to use with this job. You may use tags to limit access to the job. For more information about tags in AWS Glue, see AWS Tags in AWS Glue in the developer guide. false

Triggers configuration parameters

Parameter Type Description Required
name String name of the trigger true
schedule String CRON expression false
actions Array An array of jobs to trigger true
Description String Description of the Trigger False
StartOnCreation Boolean Whether the trigger starts when created. Not supperted for ON_DEMAND triggers False

Only On-Demand and Scheduled triggers are supported.

Trigger job configuration parameters

Parameter Type Description Required
name String The name of the Glue job to trigger true
timeout Integer Job execution timeout. It overwrites false
args Map job arguments false
Tags JSON The tags to use with this triggers. For more information about tags in AWS Glue, see AWS Tags in AWS Glue in the developer guide. false

And now?...

Only run serverless deploy

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npm i talentgarden-serverless-glue

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