feature: AutoGluon 0.8.2 image_uris update (#4012)

* add 0.8.2

* black

* add 0.8.2

* black

* feature: AutoGluon 0.8.2 image_uris update

---------

Co-authored-by: Weisu <[email protected]>

Author: Weisu Yin

src/sagemaker/image_uri_config/autogluon.json

@@ -6,7 +6,8 @@
             "0.4": "0.4.3",
             "0.5": "0.5.2",
             "0.6": "0.6.2",
-            "0.7": "0.7.0"
+            "0.7": "0.7.0",
+            "0.8": "0.8.2"
         },
         "versions": {
             "0.3.1": {
@@ -345,6 +346,41 @@
                 "repository": "autogluon-training",
                 "processors": ["cpu", "gpu"],
                 "py_versions": ["py39"]
+            },
+            "0.8.2": {
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884"
+                },
+                "repository": "autogluon-training",
+                "processors": ["cpu", "gpu"],
+                "py_versions": ["py39"]
             }
         }
     },
@@ -354,7 +390,8 @@
             "0.4": "0.4.3",
             "0.5": "0.5.2",
             "0.6": "0.6.2",
-            "0.7": "0.7.0"
+            "0.7": "0.7.0",
+            "0.8": "0.8.2"
         },
         "versions": {
             "0.3.1": {
@@ -713,6 +750,43 @@
                 "repository": "autogluon-inference",
                 "processors": ["cpu", "gpu"],
                 "py_versions": ["py39"]
+            },
+            "0.8.2": {
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884"
+                },
+                "repository": "autogluon-inference",
+                "processors": ["cpu", "gpu"],
+                "py_versions": ["py39"]
             }
         }
     }

tests/unit/sagemaker/image_uris/test_autogluon.py

@@ -60,6 +60,8 @@
     "0.6.2",
     "0.7.0",
     "0.7",
+    "0.8",
+    "0.8.2",
 ]
 
 SCOPES = ["training", "inference"]