youngoli commented on a change in pull request #16671:
URL: https://github.com/apache/beam/pull/16671#discussion_r797930535



##########
File path: sdks/go/pkg/beam/core/runtime/xlangx/expand.go
##########
@@ -140,3 +142,67 @@ func QueryExpansionService(ctx context.Context, p 
*HandlerParams) (*jobpb.Expans
        }
        return res, nil
 }
+
+func startAutomatedExpansionService(gradleTarget string) (func() error, 
string, error) {

Review comment:
       Nit: I think for documentation purposes, some named return values would 
be really nice here. Naming the return values `stopFunc` and `address` would 
make it very clear what they do without requiring a comment.

##########
File path: sdks/go/pkg/beam/core/runtime/xlangx/registry.go
##########
@@ -257,9 +262,21 @@ func Require(expansionAddr string) string {
        return hardOverrideNamespace + Separator + expansionAddr
 }
 
+// UseAutomatedExpansionService takes a gradle target and creates a
+// tagged string to indicate that it should be used to start up an
+// automated expansion service for a gross-language expansion.

Review comment:
       Typo: `gross-language expansion`. 😂  

##########
File path: sdks/go/pkg/beam/core/runtime/xlangx/expand.go
##########
@@ -140,3 +142,67 @@ func QueryExpansionService(ctx context.Context, p 
*HandlerParams) (*jobpb.Expans
        }
        return res, nil
 }
+
+func startAutomatedExpansionService(gradleTarget string) (func() error, 
string, error) {
+       jarPath, err := expansionx.GetBeamJar(gradleTarget, core.SdkVersion)
+       if err != nil {
+               return nil, "", err
+       }
+       serviceRunner, err := expansionx.NewExpansionServiceRunner(jarPath, "")
+       if err != nil {
+               return nil, "", err
+       }
+       err = serviceRunner.StartService()
+       if err != nil {
+               return nil, "", err
+       }
+       return serviceRunner.StopService, serviceRunner.Endpoint(), nil
+}
+
+// QueryAutomatedExpansionService submits an external transform to be expanded 
by the
+// expansion service and then eagerly materializes the artifacts for staging. 
The given
+// transform should be the external transform, and the components are any 
additional
+// components necessary for the pipeline snippet.
+//
+// The address to be queried is determined by the Config field of the 
HandlerParams after
+// the prefix tag indicating the automated service is in use.
+func QueryAutomatedExpansionService(ctx context.Context, p *HandlerParams) 
(*jobpb.ExpansionResponse, error) {
+       // Strip auto: tag to get Gradle target
+       tag, target := parseAddr(p.Config)
+
+       stopFunc, address, err := startAutomatedExpansionService(target)
+       if err != nil {
+               return nil, err
+       }
+       defer stopFunc()
+
+       p.Config = address
+
+       res, err := QueryExpansionService(ctx, p)
+       if err != nil {
+               return nil, err
+       }
+
+       exp := &graph.ExpandedTransform{
+               Components:   res.GetComponents(),
+               Transform:    res.GetTransform(),
+               Requirements: res.GetRequirements(),
+       }
+
+       p.ext.Expanded = exp
+       // Put correct expansion address into edge
+       p.edge.External.ExpansionAddr = address

Review comment:
       (No change required) Changing the address here and then changing it 
right back after feels a little hacky to me, but I don't see any good 
alternatives at the moment. I just think it's another sign that at some point 
we'll need to come back to this and polish it further (along with retaining 
expansion services so using the same transform multiple times doesn't result in 
handling duplicate jars and artifacts).




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