code links

Author: lgayhardt

articles/machine-learning/how-to-use-parallel-job-in-pipeline.md

@@ -73,7 +73,8 @@ For example, you could set numbers to `mini_batch_size` to partition your data *
 # [Python](#tab/python)
 
 Declare `job_data_path` as one of the inputs. Bind it to `input_data` attribute.
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
+
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
 
 ---
 
@@ -101,7 +102,7 @@ Sample code to set two attributes:
 
 [!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
 ---
 
 > [!NOTE]
@@ -143,7 +144,7 @@ Sample code to set two attributes:
 
 [!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-file-data)]
 ---
 
 > [!IMPORTANT]
@@ -183,7 +184,7 @@ Sample code to update these settings:
 
 [!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-tabular-data)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-tabular-data)]
 ---
 
 ## Create parallel job in pipeline
@@ -201,19 +202,19 @@ You can create your parallel job inline with your pipeline job:
 
 First, you need to import the required libraries, initiate your ml_client with proper credential, and create/retrieve your computes:
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=required-library)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=required-library)]
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=credential)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=credential)]
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=workspace)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=workspace)]
 
 Then implement your parallel job by filling `parallel_run_function`:
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-tabular-data)]
-
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=parallel-job-for-tabular-data)]
 
 Finally use your parallel job as a step in your pipeline and bind its inputs/outputs with other steps:
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=build-pipeline)]
+
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=build-pipeline)]
 
 ---
 
@@ -235,7 +236,7 @@ az ml job create --file pipeline.yml
 
 You can submit your pipeline job with parallel step by using `jobs.create_or_update` function of ml_client:
 
-[!notebook-python[] (/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=submit-pipeline)]
+[!notebook-python[] (~/azureml-examples-v2samplesreorg/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb?name=submit-pipeline)]
 
 ---