lukecwik commented on a change in pull request #16547:
URL: https://github.com/apache/beam/pull/16547#discussion_r786997483



##########
File path: 
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/BatchSpannerRead.java
##########
@@ -193,15 +193,16 @@ public void processElement(ProcessContext c) throws 
Exception {
     }
 
     private ServiceCallMetric createServiceCallMetric(
-        String projectId, String databaseId, String tableId) {
+        @Nullable String projectId, String databaseId, String tableId) {
       HashMap<String, String> baseLabels = new HashMap<>();
       baseLabels.put(MonitoringInfoConstants.Labels.PTRANSFORM, "");
       baseLabels.put(MonitoringInfoConstants.Labels.SERVICE, "Spanner");
       baseLabels.put(MonitoringInfoConstants.Labels.METHOD, "Read");
       baseLabels.put(
           MonitoringInfoConstants.Labels.RESOURCE,
           GcpResourceIdentifiers.spannerTable(projectId, databaseId, tableId));
-      baseLabels.put(MonitoringInfoConstants.Labels.SPANNER_PROJECT_ID, 
projectId);
+      baseLabels.put(
+          MonitoringInfoConstants.Labels.SPANNER_PROJECT_ID, (projectId == 
null ? "" : projectId));

Review comment:
       Is there a reason we aren't using the same project id that 
SpannerOptions relies on  
[ServiceOptions#getDefaultProjectId](https://googleapis.dev/java/google-cloud-clients/0.97.0-alpha/com/google/cloud/ServiceOptions.Builder.html#setProjectId-java.lang.String-)
 if the value provider hasn't set it?
   
   If you update this to handle my comment above, we will want to make sure we 
keep the existing behavior of getting the default project id within the 
execution environment and not when the pipeline is being constructed (unless 
there is a strong reason for the swap).




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