From 6012633f9ea430d5fc422ea10485568b44109597 Mon Sep 17 00:00:00 2001
From: Andrei Vishniakov <31008759+avishniakov@users.noreply.github.com>
Date: Mon, 2 Oct 2023 08:53:01 +0200
Subject: [PATCH 1/4] fix ExternalArtifact behavior

---
 template/pipelines/batch_inference.py | 2 +-
 template/pipelines/training.py        | 2 +-
 template/run.py                       | 4 ++--
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/template/pipelines/batch_inference.py b/template/pipelines/batch_inference.py
index b19c3a7..8f9c26c 100644
--- a/template/pipelines/batch_inference.py
+++ b/template/pipelines/batch_inference.py
@@ -20,7 +20,7 @@
     mlflow_model_registry_deployer_step,
 )
 from zenml.logger import get_logger
-from zenml.steps.external_artifact import ExternalArtifact
+from zenml.artifacts.external_artifact import ExternalArtifact
 
 logger = get_logger(__name__)
 
diff --git a/template/pipelines/training.py b/template/pipelines/training.py
index 8939914..d80083d 100644
--- a/template/pipelines/training.py
+++ b/template/pipelines/training.py
@@ -31,7 +31,7 @@
 )
 from zenml.integrations.mlflow.steps.mlflow_registry import mlflow_register_model_step
 from zenml.logger import get_logger
-from zenml.steps.external_artifact import ExternalArtifact
+from zenml.artifacts.external_artifact import ExternalArtifact
 
 
 logger = get_logger(__name__)
diff --git a/template/run.py b/template/run.py
index 562fb91..49fc089 100644
--- a/template/run.py
+++ b/template/run.py
@@ -1,7 +1,7 @@
 # {% include 'template/license_header' %}
 
 
-from zenml.steps.external_artifact import ExternalArtifact
+from zenml.artifacts.external_artifact import ExternalArtifact
 from zenml.logger import get_logger
 from pipelines import {{product_name}}_batch_inference, {{product_name}}_training
 from config import MetaConfig
@@ -177,7 +177,7 @@ def main(
     logger.info(
         "Batch inference pipeline finished successfully! "
         "You can find predictions in Artifact Store using ID: "
-        f"`{str(artifact.upload_if_necessary())}`."
+        f"`{str(artifact.id)}`."
     )
 
 

From 6185729058589fea199ed7dc3d624f12de3a846f Mon Sep 17 00:00:00 2001
From: Andrei Vishniakov <31008759+avishniakov@users.noreply.github.com>
Date: Mon, 2 Oct 2023 08:54:24 +0200
Subject: [PATCH 2/4] update zenml-ref

---
 .github/workflows/ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0a81ca4..7de3135 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -35,3 +35,4 @@ jobs:
         with:
           stack-name: ${{ matrix.stack-name }}
           python-version: ${{ matrix.python-version }}
+          zenml-ref: feature/OSS-2424-extend-external-artifact

From 8ae5d7bf736c8babc22aef6976bd6300adb0bebc Mon Sep 17 00:00:00 2001
From: Andrei Vishniakov <31008759+avishniakov@users.noreply.github.com>
Date: Mon, 2 Oct 2023 08:57:57 +0200
Subject: [PATCH 3/4] fix ref name

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7de3135..d7e512c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -35,4 +35,4 @@ jobs:
         with:
           stack-name: ${{ matrix.stack-name }}
           python-version: ${{ matrix.python-version }}
-          zenml-ref: feature/OSS-2424-extend-external-artifact
+          ref-zenml: feature/OSS-2424-extend-external-artifact

From 9f5ebfbe6f7ed207f4f541f0eb55d25a45a98032 Mon Sep 17 00:00:00 2001
From: Andrei Vishniakov <31008759+avishniakov@users.noreply.github.com>
Date: Tue, 10 Oct 2023 15:52:58 +0200
Subject: [PATCH 4/4] update ref branch

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d7e512c..3dbe72b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -35,4 +35,4 @@ jobs:
         with:
           stack-name: ${{ matrix.stack-name }}
           python-version: ${{ matrix.python-version }}
-          ref-zenml: feature/OSS-2424-extend-external-artifact
+          ref-zenml: feature/OSS-2300-model-watch-tower-v0.1