From a7182463f80f8224420de99e086d5618d7c2d10a Mon Sep 17 00:00:00 2001
From: 105306002 <31977420+105306002@users.noreply.github.com>
Date: Thu, 31 Oct 2019 15:06:22 +0800
Subject: [PATCH 1/4] Update run_train_pipeline.py

---
 ml_service/pipelines/run_train_pipeline.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py
index 11252a88..6e5a6147 100644
--- a/ml_service/pipelines/run_train_pipeline.py
+++ b/ml_service/pipelines/run_train_pipeline.py
@@ -7,7 +7,7 @@
 
 def main():
     load_dotenv()
-    workspace_name = os.environ.get("BASE_NAME")+"-AML-WS"
+    workspace_name = "JenMLOps-AML-RG"
     resource_group = os.environ.get("BASE_NAME")+"-AML-RG"
     subscription_id = os.environ.get("SUBSCRIPTION_ID")
     tenant_id = os.environ.get("TENANT_ID")

From 0cbc94af98c907173da38e014824d1a40a50646d Mon Sep 17 00:00:00 2001
From: 105306002 <31977420+105306002@users.noreply.github.com>
Date: Thu, 31 Oct 2019 15:32:47 +0800
Subject: [PATCH 2/4] Update run_train_pipeline.py

---
 ml_service/pipelines/run_train_pipeline.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py
index 6e5a6147..49822d06 100644
--- a/ml_service/pipelines/run_train_pipeline.py
+++ b/ml_service/pipelines/run_train_pipeline.py
@@ -7,7 +7,7 @@
 
 def main():
     load_dotenv()
-    workspace_name = "JenMLOps-AML-RG"
+    workspace_name = "JenMLOps-AML-WS"
     resource_group = os.environ.get("BASE_NAME")+"-AML-RG"
     subscription_id = os.environ.get("SUBSCRIPTION_ID")
     tenant_id = os.environ.get("TENANT_ID")

From b237714d84a29d8fb61b21792dad32a5318ce0ab Mon Sep 17 00:00:00 2001
From: 105306002 <31977420+105306002@users.noreply.github.com>
Date: Thu, 31 Oct 2019 15:42:40 +0800
Subject: [PATCH 3/4] Update run_train_pipeline.py

---
 ml_service/pipelines/run_train_pipeline.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ml_service/pipelines/run_train_pipeline.py b/ml_service/pipelines/run_train_pipeline.py
index 49822d06..11252a88 100644
--- a/ml_service/pipelines/run_train_pipeline.py
+++ b/ml_service/pipelines/run_train_pipeline.py
@@ -7,7 +7,7 @@
 
 def main():
     load_dotenv()
-    workspace_name = "JenMLOps-AML-WS"
+    workspace_name = os.environ.get("BASE_NAME")+"-AML-WS"
     resource_group = os.environ.get("BASE_NAME")+"-AML-RG"
     subscription_id = os.environ.get("SUBSCRIPTION_ID")
     tenant_id = os.environ.get("TENANT_ID")

From 2d3683736d67e049632972dcdd45ac8d8675bcf0 Mon Sep 17 00:00:00 2001
From: 105306002 <31977420+105306002@users.noreply.github.com>
Date: Tue, 5 Nov 2019 20:46:33 +0800
Subject: [PATCH 4/4] Set up CI with Azure Pipelines

[skip ci]
---
 azure-pipelines.yml | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 azure-pipelines.yml

diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 00000000..001a9a6d
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,31 @@
+# Starter pipeline
+# Start with a minimal pipeline that you can customize to build and deploy your code.
+# Add steps that build, run tests, deploy, and more:
+# https://aka.ms/yaml
+
+
+name: project_environment
+
+dependencies:
+  # The python interpreter version.
+  # Currently Azure ML only supports 3.5.2 and later.
+- python=3.6.2
+
+- pip:
+  - --index-url https://azuremlsdktestpypi.azureedge.net/sdk-release/Candidate/604C89A437BA41BD942B4F46D9A3591D
+  - --extra-index-url https://pypi.python.org/simple
+  - horovod==0.13.5
+  - keras==2.0.8
+  # - theano==1.0.4
+  - tensorflow==1.8.0
+  - tensorflow-gpu==1.8.0
+  - hickle==3.4.3
+  - matplotlib==3.0.3
+  - seaborn==0.9.0
+  # - requests==2.21.0
+  # - bs4==0.0.1
+  - imageio==2.5.0
+  - sklearn
+  # - pandas==0.24.2
+  - azureml-sdk==1.0.33.*
+  - numpy==1.16.2
\ No newline at end of file