If you are looking to deploy to App Engine Standard it is recommended to 
follow its documentation 
<https://cloud.google.com/appengine/docs/standard/go/datastore/#connecting_to_datastore_name_short_with_app_engine>.
 
Currently the App Engine Standard Go environment is not recommended to use 
the new Google Cloud Client Libraries 
<https://cloud.google.com/apis/docs/cloud-client-libraries> which allows 
access to Google Services from any client such as a Google Compute Engine 
VM. 

As also reiterated in the documentation for the Cloud Datastore API 
<https://cloud.google.com/datastore/docs/reference/libraries#google_app_engine_standard_environment_client_libraries>,
 
the App Engine Standard Go environment is currently limited to the use of 
the older App Engine SDK <https://godoc.org/google.golang.org/appengine> as 
opposed to the new Google Cloud Client Library for Go. 
<https://godoc.org/cloud.google.com/go>

- Note that you could indeed try to use the new Google Cloud Client Library 
for Go on the App Engine Standard Go environment, but as it is not fully 
supported yet you may run into issues. It is recommended to report all 
issues and feature requests specific to the Google Cloud Client Library for 
Go directly to the engineering team in their Git Issue Tracker 
<https://github.com/GoogleCloudPlatform/google-cloud-go/issues?utf8=%E2%9C%93&q=>
. 

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