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Updated the environment and components for import_model pipeline. #3800

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Jan 31, 2025
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Merged

Updated the environment and components for import_model pipeline. #3800

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4 changes: 2 additions & 2 deletions assets/common/components/mlflow_model_local_validation/spec.yaml
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json

name: mlflow_model_local_validation
version: 0.0.16
version: 0.0.17
type: command

is_deterministic: True

display_name: MLFlow model local validation
description: Validates if a MLFLow model can be loaded on a compute and is usable for inferencing.

environment: azureml://registries/azureml/environments/python-sdk-v2/versions/23
environment: azureml://registries/azureml/environments/python-sdk-v2/versions/25

code: ../../src/
command: >-
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4 changes: 2 additions & 2 deletions assets/training/model_management/components/convert_model_to_mlflow/spec.yaml
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json

name: convert_model_to_mlflow
version: 0.0.35
version: 0.0.36
type: command

is_deterministic: True

display_name: Convert models to MLflow
description: Component converts models from supported frameworks to MLflow model packaging format

environment: azureml://registries/azureml/environments/model-management/versions/36
environment: azureml://registries/azureml/environments/model-management/versions/41

code: ../../src/
command: |
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4 changes: 2 additions & 2 deletions assets/training/model_management/components/download_model/spec.yaml
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json

name: download_model
version: 0.0.30
version: 0.0.31
type: command

is_deterministic: True

display_name: Download model
description: Downloads a publicly available model

environment: azureml://registries/azureml/environments/model-management/versions/36
environment: azureml://registries/azureml/environments/model-management/versions/41

code: ../../src/
command: >
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10 changes: 5 additions & 5 deletions assets/training/model_management/components/import_model/spec.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: import_model
display_name: Import model
description: Import a model into a workspace or a registry
version: 0.0.41
version: 0.0.42

# Pipeline inputs
inputs:
Expand Down Expand Up @@ -253,7 +253,7 @@ jobs:
type: uri_file

download_model:
component: azureml:download_model:0.0.30
component: azureml:download_model:0.0.31
compute: ${{parent.inputs.compute}}
resources:
instance_type: '${{parent.inputs.instance_type}}'
Expand All @@ -272,7 +272,7 @@ jobs:
type: uri_folder

convert_model_to_mlflow:
component: azureml:convert_model_to_mlflow:0.0.35
component: azureml:convert_model_to_mlflow:0.0.36
compute: ${{parent.inputs.compute}}
resources:
instance_type: '${{parent.inputs.instance_type}}'
Expand Down Expand Up @@ -300,7 +300,7 @@ jobs:
type: mlflow_model

mlflow_model_local_validation:
component: azureml:mlflow_model_local_validation:0.0.16
component: azureml:mlflow_model_local_validation:0.0.17
compute: ${{parent.inputs.compute}}
resources:
instance_type: '${{parent.inputs.instance_type}}'
Expand All @@ -313,7 +313,7 @@ jobs:
mlflow_model_folder: ${{parent.outputs.mlflow_model_folder}}

register_model:
component: azureml:register_model:0.0.19
component: azureml:register_model:0.0.20
compute: ${{parent.inputs.compute}}
resources:
instance_type: '${{parent.inputs.instance_type}}'
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