feat(glue): Add G.4X and G.8X worker types for AWS Glue (#25637)

Adds new worker types for Glue announced in: https://aws.amazon.com/about-aws/whats-new/2023/05/aws-glue-large-instance-types-generally-available/

----

*By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license*

Author: racc

packages/@aws-cdk/aws-glue-alpha/README.md

@@ -44,6 +44,7 @@ new glue.Job(this, 'ScalaSparkEtlJob', {
     className: 'com.example.HelloWorld',
     extraJars: [glue.Code.fromBucket(bucket, 'jars/HelloWorld.jar')],
   }),
+  workerType: glue.WorkerType.G_8X,
   description: 'an example Scala ETL job',
 });
 ```

packages/@aws-cdk/aws-glue-alpha/lib/job.ts

@@ -32,6 +32,16 @@ export class WorkerType {
    */
   public static readonly G_2X = new WorkerType('G.2X');
 
+  /**
+   * Each worker maps to 4 DPU (16 vCPU, 64 GB of memory, 256 GB disk), and provides 1 executor per worker. We recommend this worker type for jobs whose workloads contain your most demanding transforms, aggregations, joins, and queries. This worker type is available only for AWS Glue version 3.0 or later jobs.
+   */
+  public static readonly G_4X = new WorkerType('G.4X');
+
+  /**
+   * Each worker maps to 8 DPU (32 vCPU, 128 GB of memory, 512 GB disk), and provides 1 executor per worker. We recommend this worker type for jobs whose workloads contain your most demanding transforms, aggregations, joins, and queries. This worker type is available only for AWS Glue version 3.0 or later jobs.
+   */
+  public static readonly G_8X = new WorkerType('G.8X');
+
   /**
    * Each worker maps to 0.25 DPU (2 vCPU, 4 GB of memory, 64 GB disk), and provides 1 executor per worker. Suitable for low volume streaming jobs.
    */

packages/@aws-cdk/aws-glue-alpha/test/integ.job.js.snapshot/aws-glue-job.template.json

@@ -190,7 +190,7 @@
      "key": "value"
     },
     "Timeout": 5,
-    "WorkerType": "G.2X"
+    "WorkerType": "G.1X"
    }
   },
   "EtlJob20SuccessMetricRule1759F889": {
@@ -547,7 +547,7 @@
      "key": "value"
     },
     "Timeout": 5,
-    "WorkerType": "G.2X"
+    "WorkerType": "G.1X"
    }
   },
   "EtlJob30SuccessMetricRuleF8870F8A": {
@@ -904,7 +904,7 @@
      "key": "value"
     },
     "Timeout": 5,
-    "WorkerType": "G.2X"
+    "WorkerType": "G.1X"
    }
   },
   "EtlJob40SuccessMetricRule00D3EF34": {

packages/@aws-cdk/aws-glue-alpha/test/integ.job.js.snapshot/tree.json

@@ -292,7 +292,7 @@
                       "key": "value"
                     },
                     "timeout": 5,
-                    "workerType": "G.2X"
+                    "workerType": "G.1X"
                   }
                 },
                 "constructInfo": {
@@ -808,7 +808,7 @@
                       "key": "value"
                     },
                     "timeout": 5,
-                    "workerType": "G.2X"
+                    "workerType": "G.1X"
                   }
                 },
                 "constructInfo": {
@@ -1324,7 +1324,7 @@
                       "key": "value"
                     },
                     "timeout": 5,
-                    "workerType": "G.2X"
+                    "workerType": "G.1X"
                   }
                 },
                 "constructInfo": {

packages/@aws-cdk/aws-glue-alpha/test/integ.job.ts

@@ -31,7 +31,7 @@ const script = glue.Code.fromAsset(path.join(__dirname, 'job-script/hello_world.
       glueVersion,
       script,
     }),
-    workerType: glue.WorkerType.G_2X,
+    workerType: glue.WorkerType.G_1X,
     workerCount: 10,
     maxConcurrentRuns: 2,
     maxRetries: 2,

packages/@aws-cdk/aws-glue-alpha/test/job.test.ts

@@ -14,6 +14,10 @@ describe('WorkerType', () => {
 
   test('.G_2X should set the name correctly', () => expect(glue.WorkerType.G_2X.name).toEqual('G.2X'));
 
+  test('.G_4X should set the name correctly', () => expect(glue.WorkerType.G_4X.name).toEqual('G.4X'));
+
+  test('.G_8X should set the name correctly', () => expect(glue.WorkerType.G_8X.name).toEqual('G.8X'));
+
   test('.G_025X should set the name correctly', () => expect(glue.WorkerType.G_025X.name).toEqual('G.025X'));
 
   test('.Z_2X should set the name correctly', () => expect(glue.WorkerType.Z_2X.name).toEqual('Z.2X'));