Updated curated environment to sklearn-1.5 (#3292)

* Updated curated environment to sklearn-1.5

cli/jobs/basics/hello-data-uri-folder.yml

@@ -7,4 +7,4 @@ inputs:
     type: uri_folder
     path: azureml:local-folder-example@latest
     mode: ro_mount
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-dataset.yml

@@ -7,4 +7,4 @@ inputs:
     type: uri_folder
     path: azureml:sampledata@latest
     mode: ro_mount
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-interactive.yml

@@ -1,7 +1,7 @@
 $schema: https://azuremlschemas.azureedge.net/latest/commandJob.schema.json
 command: python hello-interactive.py && sleep 600
 code: src
-environment: azureml:AzureML-tensorflow-2.12-cuda11@latest
+environment: azureml:AzureML-tensorflow-2.16-cuda11@latest
 
 services:
   my_vscode:

cli/jobs/basics/hello-iris-datastore-file.yml

@@ -7,4 +7,4 @@ inputs:
   iris_csv:
     type: uri_file 
     path: azureml://datastores/workspaceblobstore/paths/example-data/iris.csv
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-iris-datastore-folder.yml

@@ -8,4 +8,4 @@ inputs:
   data_dir:
     type: uri_folder 
     path: azureml://datastores/workspaceblobstore/paths/example-data/
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-iris-file.yml

@@ -7,4 +7,4 @@ inputs:
   iris_csv:
     type: uri_file 
     path: https://azuremlexamples.blob.core.windows.net/datasets/iris.csv
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-iris-folder.yml

@@ -8,4 +8,4 @@ inputs:
   data_dir:
     type: uri_folder 
     path: wasbs://datasets@azuremlexamples.blob.core.windows.net/
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-iris-literal.yml

@@ -6,4 +6,4 @@ code: src
 inputs:
   type: uri_file
   iris_csv: https://azuremlexamples.blob.core.windows.net/datasets/iris.csv
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-mlflow.yml

@@ -1,4 +1,4 @@
 $schema: https://azuremlschemas.azureedge.net/latest/commandJob.schema.json
 command: python hello-mlflow.py
 code: src
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-model-as-input.yml

@@ -12,4 +12,4 @@ inputs:
   my_model:
     type: mlflow_model # List of all model types here: https://learn.microsoft.com/azure/machine-learning/reference-yaml-model#yaml-syntax
     path: ../../assets/model/mlflow-model
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-model-as-output.yml

@@ -19,4 +19,4 @@ inputs:
 outputs:
   output_folder: 
     type: custom_model # mlflow_model,custom_model, triton_model
-environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-pipeline-abc-serverless.yml

@@ -11,17 +11,17 @@ inputs:
 jobs:
   a:
     command: echo hello ${{inputs.hello_string}}
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       hello_string: ${{parent.inputs.hello_string_top_level_input}}
   b:
     command: echo "world" >> ${{outputs.world_output}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       world_output:
   c:
     command: echo ${{inputs.world_input}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       world_input: ${{parent.jobs.b.outputs.world_output}}
  

cli/jobs/basics/hello-pipeline-abc.yml

@@ -9,17 +9,17 @@ inputs:
 jobs:
   a:
     command: echo hello ${{inputs.hello_string}}
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       hello_string: ${{parent.inputs.hello_string_top_level_input}}
   b:
     command: echo "world" >> ${{outputs.world_output}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       world_output:
   c:
     command: echo ${{inputs.world_input}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       world_input: ${{parent.jobs.b.outputs.world_output}}
  

cli/jobs/basics/hello-pipeline-customize-output-file-serverless.yml

@@ -14,6 +14,6 @@ outputs:
 jobs:
   hello_world:
     command: echo "hello" && echo "world" > ${{outputs.output}}
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       output: ${{parent.outputs.output}}

cli/jobs/basics/hello-pipeline-customize-output-file.yml

@@ -10,7 +10,7 @@ outputs:
 jobs:
   hello_world:
     command: echo "hello" && echo "world" > ${{outputs.output}}
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     outputs:
       output: ${{parent.outputs.output}}

cli/jobs/basics/hello-pipeline-customize-output-folder-serverless.yml

@@ -8,7 +8,7 @@ settings:
 jobs:
   hello_world:
     command: echo "hello" && echo "world" > ${{outputs.output}}/hello_world-folder.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       output:
         type: uri_folder

cli/jobs/basics/hello-pipeline-customize-output-folder.yml

@@ -6,7 +6,7 @@ settings:
 jobs:
   hello_world:
     command: echo "hello" && echo "world" > ${{outputs.output}}/hello_world-folder.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     outputs:
       output:

cli/jobs/basics/hello-pipeline-default-artifacts-serverless.yml

@@ -8,12 +8,12 @@ settings:
 jobs:
   hello_job:
     command: echo "hello" && echo "world" > ./outputs/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       artifacts:
   world_job:
     command: cat ${{inputs.world_input}}/outputs/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       world_input: ${{parent.jobs.hello_job.outputs.artifacts}}
 

cli/jobs/basics/hello-pipeline-default-artifacts.yml

@@ -4,13 +4,13 @@ display_name: hello_pipeline_default_artifacts
 jobs:
   hello_job:
     command: echo "hello" && echo "world" > ./outputs/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     outputs:
       artifacts:
   world_job:
     command: cat ${{inputs.world_input}}/outputs/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     inputs:
       world_input: ${{parent.jobs.hello_job.outputs.artifacts}}

cli/jobs/basics/hello-pipeline-io-serverless.yml

@@ -8,12 +8,12 @@ settings:
 jobs:
   hello_job:
     command: echo "hello" && echo "world" > ${{outputs.world_output}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     outputs:
       world_output:
   world_job:
     command: cat ${{inputs.world_input}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     inputs:
       world_input: ${{parent.jobs.hello_job.outputs.world_output}}
  

cli/jobs/basics/hello-pipeline-io.yml

@@ -4,13 +4,13 @@ display_name: hello_pipeline_io
 jobs:
   hello_job:
     command: echo "hello" && echo "world" > ${{outputs.world_output}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     outputs:
       world_output:
   world_job:
     command: cat ${{inputs.world_input}}/world.txt
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
     inputs:
       world_input: ${{parent.jobs.hello_job.outputs.world_output}}

cli/jobs/basics/hello-pipeline-serverless.yml

@@ -8,8 +8,8 @@ settings:
 jobs:
   hello_job:
     command: echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
   world_job:
     command: echo "world"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest    
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
  

cli/jobs/basics/hello-pipeline-settings-serverless.yml

@@ -9,7 +9,7 @@ settings:
 jobs:
   hello_job:
     command: echo 202204190 & echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
   world_job:
     command: echo 202204190 & echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-pipeline-settings.yml

@@ -8,7 +8,7 @@ settings:
 jobs:
   hello_job:
     command: echo 202204190 & echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
   world_job:
     command: echo 202204190 & echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

cli/jobs/basics/hello-pipeline.yml

@@ -4,10 +4,10 @@ display_name: hello_pipeline
 jobs:
   hello_job:
     command: echo "hello"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
   world_job:
     command: echo "world"
-    environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
+    environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
     compute: azureml:cpu-cluster
  

cli/jobs/basics/hello-sweep.yml

@@ -7,7 +7,7 @@ trial:
     --B ${{search_space.B}}
     --C ${{search_space.C}}
   code: src
-  environment: azureml:AzureML-sklearn-1.1@latest
+  environment: azureml:AzureML-sklearn-1.5@latest
 inputs:
   A: 0.5
 sampling_algorithm: random