You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: articles/machine-learning/how-to-migrate-from-v1.md
+5-5Lines changed: 5 additions & 5 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -79,7 +79,7 @@ This section gives an overview of migration recommendations for specific resourc
79
79
80
80
Workspaces don't need to be migrated with v2. You can use the same workspace, regardless of whether you're using v1 or v2. We recommend creating a new workspace for using v2 to keep v1/v2 entities separate and avoid backward/forward compatibility considerations.
81
81
82
-
Do consider migrating the code for deploying a workspace to v2. Typically Azure resources are managed via Azure Resource Manager (and Bicep) or similar resource provisioning tools. Alternatively, you can use the CLI (v2) and YAML files.
82
+
Do consider migrating the code for creating a workspace to v2. Typically Azure resources are managed via Azure Resource Manager (and Bicep) or similar resource provisioning tools. Alternatively, you can use the [CLI (v2) and YAML files](how-to-manage-workspace-cli.md#create-a-workspace).
83
83
84
84
> [!IMPORTANT]
85
85
> If your workspace uses a private endpoint, it will automatically have the `v1_legacy_mode` flag enabled, preventing usage of v2 APIs. See [how to configure network isolation with v2](how-to-configure-network-isolation-with-v2.md) for details.
@@ -94,7 +94,7 @@ We recommend migrating the code for creating connections to v2.
94
94
95
95
Object storage datastore types created with v1 are fully available for use in v2. Database datastores are not supported; export to object storage (usually Azure Blob) is the recommended migration path.
96
96
97
-
We recommend migrating the code for creating datastores to v2.
97
+
We recommend migrating the code for [creating datastores](how-to-datastore.md) to v2.
98
98
99
99
### Compute
100
100
@@ -122,7 +122,7 @@ To migrate, you'll need to change your code for submitting jobs to v2. We recomm
What you run *within* the job does not need to be migrated to v2. However, it is recommended to remove any code specific to Azure ML from your model training scripts. This separation allows for an easier transition between local and cloud and is considered best practice for mature MLOps. In practice, this means removing `azureml.*` lines of code. Model logging and tracking code should be replaced with MLflow. See [how to use MLflow in v2](how-to-use-mlflow-cli-runs.md) for details.
125
+
What you run *within* the job does not need to be migrated to v2. However, it is recommended to remove any code specific to Azure ML from your model training scripts. This separation allows for an easier transition between local and cloud and is considered best practice for mature MLOps. In practice, this means removing `azureml.*` lines of code. Model logging and tracking code should be replaced with MLflow. For more details, see [how to use MLflow in v2](how-to-use-mlflow-cli-runs.md).
126
126
127
127
We recommend migrating the code for creating jobs to v2. You can see [how to train models with the CLI (v2)](how-to-train-cli.md) and the [job YAML references](reference-yaml-job-command.md) for authoring jobs in v2 YAMLs.
128
128
@@ -134,13 +134,13 @@ Data assets in v2 (or File Datasets in v1) are *references* to files in object s
134
134
135
135
For details on data in v2, see the [data concept article](concept-data.md).
136
136
137
-
We recommend migrating the code for creating data assets to v2.
137
+
We recommend migrating the code for [creating data assets](how-to-create-register-data-assets.md) to v2.
138
138
139
139
### Model
140
140
141
141
Models created from v1 can be used in v2. In v2, explicit model types are introduced. Similar to data assets, it may be easier to re-create a v1 model as a v2 model, setting the type appropriately.
142
142
143
-
We recommend migrating the code for creating models to v2.
143
+
We recommend migrating the code for creating models with [SDK](how-to-train-sdk.md) or [CLI](how-to-train-cli.md)to v2.
0 commit comments