chore: Refine the error messages for extra prediction packages and (#1597)

specify the minimum versions of SDK to be used for prediction CPR.

Co-authored-by: Rosie Zou <[email protected]>

Author: abcdefgs0324

google/cloud/aiplatform/docker_utils/run.py

@@ -26,7 +26,7 @@
 except ImportError:
     raise ImportError(
         "Docker is not installed and is required to run containers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 from google.cloud.aiplatform.constants import prediction

google/cloud/aiplatform/docker_utils/utils.py

@@ -22,7 +22,7 @@
 except ImportError:
     raise ImportError(
         "Docker is not installed and is required to run containers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 

google/cloud/aiplatform/prediction/README.md

@@ -25,7 +25,7 @@ Specify `<your-env>` in the following snippets. `<your-env>` should be a string
 pip install virtualenv
 virtualenv <your-env>
 source <your-env>/bin/activate
-<your-env>/bin/pip install "google-cloud-aiplatform[prediction]"
+<your-env>/bin/pip install "google-cloud-aiplatform[prediction]>=1.16.0"
 ```
 
 ### Windows
@@ -34,7 +34,7 @@ Specify `<your-env>` in the following snippets. `<your-env>` should be a string
 pip install virtualenv
 virtualenv <your-env>
 <your-env>\Scripts\activate
-<your-env>\Scripts\pip.exe install "google-cloud-aiplatform[prediction]"
+<your-env>\Scripts\pip.exe install "google-cloud-aiplatform[prediction]>=1.16.0"
 ```
 
 ## Design Overview

google/cloud/aiplatform/prediction/handler.py

@@ -24,7 +24,7 @@
 except ImportError:
     raise ImportError(
         "FastAPI is not installed and is required to build model servers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 from google.cloud.aiplatform.prediction import handler_utils

google/cloud/aiplatform/prediction/handler_utils.py

@@ -22,7 +22,7 @@
 except ImportError:
     raise ImportError(
         "Starlette is not installed and is required to build model servers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 from google.cloud.aiplatform.constants import prediction

google/cloud/aiplatform/prediction/local_model.py

@@ -39,7 +39,7 @@
 DEFAULT_PREDICT_ROUTE = "/predict"
 DEFAULT_HEALTH_ROUTE = "/health"
 DEFAULT_HTTP_PORT = 8080
-_DEFAULT_SDK_REQUIREMENTS = ["google-cloud-aiplatform[prediction]"]
+_DEFAULT_SDK_REQUIREMENTS = ["google-cloud-aiplatform[prediction]>=1.16.0"]
 _DEFAULT_HANDLER_MODULE = "google.cloud.aiplatform.prediction.handler"
 _DEFAULT_HANDLER_CLASS = "PredictionHandler"
 _DEFAULT_PYTHON_MODULE = "google.cloud.aiplatform.prediction.model_server"

google/cloud/aiplatform/prediction/model_server.py

@@ -29,15 +29,15 @@
 except ImportError:
     raise ImportError(
         "FastAPI is not installed and is required to run model servers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 try:
     import uvicorn
 except ImportError:
     raise ImportError(
         "Uvicorn is not installed and is required to run fastapi applications. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 

google/cloud/aiplatform/prediction/serializer.py

@@ -24,7 +24,7 @@
 except ImportError:
     raise ImportError(
         "FastAPI is not installed and is required to build model servers. "
-        'Please install the SDK using "pip install google-cloud-aiplatform[prediction]"'
+        'Please install the SDK using `pip install "google-cloud-aiplatform[prediction]>=1.16.0"`.'
     )
 
 from google.cloud.aiplatform.constants import prediction as prediction_constants