From bf769ef77b32b348f2a45cb015468e4305edff7c Mon Sep 17 00:00:00 2001 From: Akshaya H Date: Tue, 1 Feb 2022 11:05:25 +0530 Subject: [PATCH 1/4] Set up CI with Azure Pipelines [skip ci] --- .pipelines/diabetes_regression-variables-template.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pipelines/diabetes_regression-variables-template.yml b/.pipelines/diabetes_regression-variables-template.yml index 502753fb..e5f4be12 100644 --- a/.pipelines/diabetes_regression-variables-template.yml +++ b/.pipelines/diabetes_regression-variables-template.yml @@ -20,7 +20,7 @@ variables: # Azure ML Variables - name: EXPERIMENT_NAME - value: mlopspython + value: mlops_devops_train - name: DATASET_NAME value: diabetes_ds # Uncomment DATASTORE_NAME if you have configured non default datastore to point to your data @@ -31,7 +31,7 @@ variables: - name: TRAINING_PIPELINE_NAME value: "diabetes-Training-Pipeline" - name: MODEL_NAME - value: diabetes_regression_model.pkl + value: diabetes_regression_model_demo.pkl # AML Compute Cluster Config - name: AML_ENV_NAME From f36fbd308831bb0d6b0c4033ba4c2469417d51dc Mon Sep 17 00:00:00 2001 From: Akshaya H Date: Tue, 1 Feb 2022 11:19:37 +0530 Subject: [PATCH 2/4] Update diabetes_regression-ci.yml --- .pipelines/diabetes_regression-ci.yml | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.pipelines/diabetes_regression-ci.yml b/.pipelines/diabetes_regression-ci.yml index 5a539af0..c67139bc 100644 --- a/.pipelines/diabetes_regression-ci.yml +++ b/.pipelines/diabetes_regression-ci.yml @@ -20,7 +20,10 @@ trigger: variables: - template: diabetes_regression-variables-template.yml - group: devopsforai-aml-vg - + # Source Config + # The directory containing the scripts for training, evaluating, and registering the model +- WORKSPACE_SVC_CONNECTION: 'edapmlops_aml' + pool: vmImage: ubuntu-latest From bd157b4a0c4d918f93e26699eb9823de8578d233 Mon Sep 17 00:00:00 2001 From: Akshaya H Date: Tue, 1 Feb 2022 11:39:31 +0530 Subject: [PATCH 3/4] Update diabetes_regression-ci.yml --- .pipelines/diabetes_regression-ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pipelines/diabetes_regression-ci.yml b/.pipelines/diabetes_regression-ci.yml index c67139bc..9aee79c1 100644 --- a/.pipelines/diabetes_regression-ci.yml +++ b/.pipelines/diabetes_regression-ci.yml @@ -22,7 +22,7 @@ variables: - group: devopsforai-aml-vg # Source Config # The directory containing the scripts for training, evaluating, and registering the model -- WORKSPACE_SVC_CONNECTION: 'edapmlops_aml' + pool: vmImage: ubuntu-latest From 67227851220a1a50ba51c2b43a91a5e95741be83 Mon Sep 17 00:00:00 2001 From: Akshaya H Date: Tue, 1 Feb 2022 11:40:55 +0530 Subject: [PATCH 4/4] Update diabetes_regression-variables-template.yml --- .pipelines/diabetes_regression-variables-template.yml | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.pipelines/diabetes_regression-variables-template.yml b/.pipelines/diabetes_regression-variables-template.yml index e5f4be12..bbcaceee 100644 --- a/.pipelines/diabetes_regression-variables-template.yml +++ b/.pipelines/diabetes_regression-variables-template.yml @@ -7,6 +7,9 @@ variables: # The path to the model training script under SOURCES_DIR_TRAIN - name: TRAIN_SCRIPT_PATH value: training/train_aml.py + #workspace connection + - name: WORKSPACE_SVC_CONNECTION + value: 'edapmlops_aml' # The path to the model evaluation script under SOURCES_DIR_TRAIN - name: EVALUATE_SCRIPT_PATH value: evaluate/evaluate_model.py @@ -126,4 +129,4 @@ variables: # Scoring pipeline name - name: SCORING_PIPELINE_NAME value: "diabetes-scoring-pipeline" - \ No newline at end of file +