@@ -185,10 +185,14 @@ func launchSDKProcess() error {
185185 }
186186
187187 experiments := getExperiments (options )
188+ logger .Printf (ctx , "Experiments=%v" , experiments )
189+
188190 pipNoBuildIsolation = false
189191 if slices .Contains (experiments , "pip_no_build_isolation" ) {
190192 pipNoBuildIsolation = true
191- logger .Printf (ctx , "Disabled build isolation when installing packages with pip" )
193+ logger .Printf (ctx , "Build isolation disabled when installing packages with pip" )
194+ } else {
195+ logger .Printf (ctx , "Build isolation enabled when installing packages with pip" )
192196 }
193197
194198 // (2) Retrieve and install the staged packages.
@@ -403,10 +407,14 @@ func setupVenv(ctx context.Context, logger *tools.Logger, baseDir, workerId stri
403407 return dir , nil
404408}
405409
406- // installSetupPackages installs Beam SDK and user dependencies.
410+ // installSetupPackages installs user dependencies.
407411func installSetupPackages (ctx context.Context , logger * tools.Logger , files []string , workDir string , requirementsFiles []string ) error {
408412 bufLogger := tools .NewBufferedLogger (logger )
409- bufLogger .Printf (ctx , "Installing setup packages ..." )
413+ bufLogger .Printf (ctx , "Installing user dependencies ..." )
414+
415+ if err := logRuntimeDependencies (ctx , bufLogger , "initial runtime environment" ); err != nil {
416+ bufLogger .Printf (ctx , "Failed to fetch the runtime python dependencies: %v" , err )
417+ }
410418
411419 // Install the Dataflow Python SDK if one was staged. In released
412420 // container images, SDK is already installed, but can be overriden
@@ -432,11 +440,11 @@ func installSetupPackages(ctx context.Context, logger *tools.Logger, files []str
432440 if err := pipInstallPackage (ctx , logger , files , workDir , workflowFile , false , true , nil ); err != nil {
433441 return fmt .Errorf ("failed to install workflow: %v" , err )
434442 }
435- if err := logRuntimeDependencies (ctx , bufLogger ); err != nil {
436- bufLogger .Printf (ctx , "couldn't fetch the runtime python dependencies: %v" , err )
443+ if err := logRuntimeDependencies (ctx , bufLogger , "final runtime environment" ); err != nil {
444+ bufLogger .Printf (ctx , "Failed to fetch the runtime python dependencies: %v" , err )
437445 }
438446 if err := logSubmissionEnvDependencies (ctx , bufLogger , workDir ); err != nil {
439- bufLogger .Printf (ctx , "couldn't fetch the submission environment dependencies: %v" , err )
447+ bufLogger .Printf (ctx , "Failed to fetch the submission environment dependencies: %v" , err )
440448 }
441449
442450 return nil
@@ -485,20 +493,20 @@ func processArtifactsInSetupOnlyMode() {
485493
486494// logRuntimeDependencies logs the python dependencies
487495// installed in the runtime environment.
488- func logRuntimeDependencies (ctx context.Context , bufLogger * tools.BufferedLogger ) error {
496+ func logRuntimeDependencies (ctx context.Context , bufLogger * tools.BufferedLogger , phase string ) error {
489497 pythonVersion , err := expansionx .GetPythonVersion ()
490498 if err != nil {
491499 return err
492500 }
493- bufLogger .Printf (ctx , "Using Python version:" )
501+ bufLogger .Printf (ctx , "Python version in %s:" , phase )
494502 args := []string {"--version" }
495503 if err := execx .ExecuteEnvWithIO (nil , os .Stdin , bufLogger , bufLogger , pythonVersion , args ... ); err != nil {
496504 bufLogger .FlushAtError (ctx )
497505 } else {
498506 bufLogger .FlushAtDebug (ctx )
499507 }
500- bufLogger .Printf (ctx , "Logging runtime dependencies:" )
501- args = []string {"-m" , "pip" , "freeze" }
508+ bufLogger .Printf (ctx , "Dependencies in %s:" , phase )
509+ args = []string {"-m" , "pip" , "freeze" , "--all" }
502510 if err := execx .ExecuteEnvWithIO (nil , os .Stdin , bufLogger , bufLogger , pythonVersion , args ... ); err != nil {
503511 bufLogger .FlushAtError (ctx )
504512 } else {
@@ -510,7 +518,7 @@ func logRuntimeDependencies(ctx context.Context, bufLogger *tools.BufferedLogger
510518// logSubmissionEnvDependencies logs the python dependencies
511519// installed in the submission environment.
512520func logSubmissionEnvDependencies (ctx context.Context , bufLogger * tools.BufferedLogger , dir string ) error {
513- bufLogger .Printf (ctx , "Logging submission environment dependencies :" )
521+ bufLogger .Printf (ctx , "Dependencies in submission environment:" )
514522 // path for submission environment dependencies should match with the
515523 // one defined in apache_beam/runners/portability/stager.py.
516524 filename := filepath .Join (dir , "submission_environment_dependencies.txt" )
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