feat: num_resources: 1

decodingml · Dec 5, 2024 · 22bec18 · 22bec18
1 parent c8dd4cf
commit 22bec18
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Showing 3 changed files with 5 additions and 5 deletions.
diff --git a/notebooks/5_ip_creating_deployments.ipynb b/notebooks/5_ip_creating_deployments.ipynb
@@ -429,7 +429,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.10"
+   "version": "3.11.8"
   }
  },
  "nbformat": 4,

diff --git a/recsys/hopsworks_integration/ranking_serving.py b/recsys/hopsworks_integration/ranking_serving.py
@@ -73,15 +73,15 @@ def deploy(cls, project):
 
         ranking_transformer = Transformer(
             script_file=transformer_script_path,
-            resources={"num_instances": 0},
+            resources={"num_instances": 1},
         )
 
         # Deploy ranking model
         ranking_deployment = ranking_model.deploy(
             name=cls.deployment_name,
             description="Deployment that search for item candidates and scores them based on customer metadata",
             script_file=predictor_script_path,
-            resources={"num_instances": 0},
+            resources={"num_instances": 1},
             transformer=ranking_transformer,
         )
 

diff --git a/recsys/hopsworks_integration/two_tower_serving.py b/recsys/hopsworks_integration/two_tower_serving.py
@@ -92,14 +92,14 @@ def deploy(cls, project):
 
         query_model_transformer = Transformer(
             script_file=transformer_script_path,
-            resources={"num_instances": 0},
+            resources={"num_instances": 1},
         )
 
         # Deploy the query model
         query_model_deployment = query_model.deploy(
             name=cls.deployment_name,
             description="Deployment that generates query embeddings from customer and item features using the query model",
-            resources={"num_instances": 0},
+            resources={"num_instances": 1},
             transformer=query_model_transformer,
         )