Optimize RDAP entity event query (#1635)

* Optimize RDAP entity event query

For each EPP entity, directly load the latest HistoryEntry per event type
instead of loading all events through the HistoryEntryDao.

Although most entities have a small number of history entries, there are
a few entities with many entries, enough to cause OutOfMemory error.

CONTRIBUTORS

@@ -36,3 +36,4 @@ Shicong Huang <shicong@google.com>
 Gustav Brodman <gbrodman@google.com>
 Sarah Botwinick <sarahbot@google.com>
 Legina Chen <legina@google.com>
+Rachel Guan <rachelguan@google.com>

build.gradle

@@ -55,7 +55,7 @@ plugins {
 
 node {
   download = true
-  version = "14.15.5"
+  version = "16.14.0"
   npmVersion = "6.14.11"
 }
 
@@ -292,7 +292,8 @@ subprojects {
 
   afterEvaluate {
     if (rootProject.enableDependencyLocking.toBoolean()
-        && project.name != 'integration') {
+        && project.name != 'integration'
+        && project.name != 'java8compatibility') {
       // The ':integration' project runs server/schema integration tests using
       // dynamically specified jars with no transitive dependency. Therefore
       // dependency-locking does not make sense. Furthermore, during
@@ -300,6 +301,9 @@ subprojects {
       // immutable. Locking activation would trigger an invalid operation
       // exception.
       //
+      // The ':java8compatibility' project is test-only. Its source does not go
+      // into production.
+      //
       // For all other projects, due to problem with the gradle-license-report
       // plugin, the dependencyLicenseReport configuration must opt out of
       // dependency-locking. See dependency_lic.gradle for the reason why.
@@ -331,6 +335,13 @@ subprojects {
 
   apply from: "${rootDir.path}/java_common.gradle"
 
+  if (project.name != 'docs') {
+    compileJava {
+      // TODO: Remove this once we migrate off AppEngine.
+      options.release = 8
+    }
+  }
+
   if (project.name == 'third_party') return
 
   project.tasks.test.dependsOn runPresubmits

buildSrc/gradle/dependency-locks/annotationProcessor.lockfile

@@ -3,7 +3,7 @@
 # This file is expected to be part of source control.
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 com.github.kevinstern:software-and-algorithms:1.0
-com.google.auto.value:auto-value:1.7.4
+com.google.auto.value:auto-value:1.9
 com.google.auto:auto-common:0.10
 com.google.code.findbugs:jFormatString:3.0.0
 com.google.code.findbugs:jsr305:3.0.2

buildSrc/gradle/dependency-locks/compile.lockfile

@@ -3,61 +3,60 @@
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-com.google.api.grpc:proto-google-iam-v1:1.0.10
-com.google.api:api-common:1.10.1
-com.google.api:gax-httpjson:0.79.0
-com.google.api:gax:1.62.0
-com.google.apis:google-api-services-storage:v1-rev20210127-1.31.0
-com.google.auth:google-auth-library-credentials:0.24.1
-com.google.auth:google-auth-library-oauth2-http:0.24.1
-com.google.auto.value:auto-value-annotations:1.7.4
-com.google.cloud:google-cloud-core-http:1.94.1
-com.google.cloud:google-cloud-core:1.94.3
-com.google.cloud:google-cloud-storage:1.113.12
+com.fasterxml.jackson.core:jackson-core:2.13.2
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buildSrc/gradle/dependency-locks/compileClasspath.lockfile

@@ -3,61 +3,60 @@
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-com.fasterxml.jackson:jackson-bom:2.12.1
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-com.google.auth:google-auth-library-credentials:0.24.1
-com.google.auth:google-auth-library-oauth2-http:0.24.1
-com.google.auto.value:auto-value-annotations:1.7.4
-com.google.cloud:google-cloud-core-http:1.94.1
-com.google.cloud:google-cloud-core:1.94.3
-com.google.cloud:google-cloud-storage:1.113.12
+com.fasterxml.jackson.core:jackson-core:2.13.2
+com.fasterxml.jackson:jackson-bom:2.13.2
+com.google.api-client:google-api-client:1.34.0
+com.google.api.grpc:proto-google-common-protos:2.8.3
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+com.google.apis:google-api-services-storage:v1-rev20220401-1.32.1
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+com.google.auto.value:auto-value-annotations:1.9
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buildSrc/gradle/dependency-locks/deploy_jar.lockfile

@@ -3,61 +3,60 @@
 # This file is expected to be part of source control.
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@@ -3,61 +3,60 @@
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buildSrc/gradle/dependency-locks/testCompileClasspath.lockfile

@@ -3,76 +3,74 @@
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+com.google.code.gson:gson:2.9.0
 com.google.common.html.types:types:1.0.6
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.escapevelocity:escapevelocity:0.9.1
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
-com.google.http-client:google-http-client-apache-v2:1.39.0
-com.google.http-client:google-http-client-appengine:1.39.0
-com.google.http-client:google-http-client-gson:1.39.0
-com.google.http-client:google-http-client-jackson2:1.39.0
-com.google.http-client:google-http-client:1.39.0
+com.google.http-client:google-http-client-apache-v2:1.41.7
+com.google.http-client:google-http-client-appengine:1.41.7
+com.google.http-client:google-http-client-gson:1.41.7
+com.google.http-client:google-http-client-jackson2:1.41.7
+com.google.http-client:google-http-client:1.41.7
 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
 com.google.jsinterop:jsinterop-annotations:1.0.1
-com.google.oauth-client:google-oauth-client:1.31.4
-com.google.protobuf:protobuf-java-util:3.15.3
-com.google.protobuf:protobuf-java:3.15.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.template:soy:2021-02-01
-com.google.truth.extensions:truth-java8-extension:1.1.2
-com.google.truth:truth:1.1.2
+com.google.truth.extensions:truth-java8-extension:1.1.3
+com.google.truth:truth:1.1.3
 com.ibm.icu:icu4j:57.1
 commons-codec:commons-codec:1.11
 commons-logging:commons-logging:1.2
-io.grpc:grpc-context:1.36.0
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+io.grpc:grpc-context:1.45.1
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-junit:junit:4.13.1
-net.bytebuddy:byte-buddy-agent:1.10.19
-net.bytebuddy:byte-buddy:1.10.19
-org.apache.commons:commons-lang3:3.8.1
-org.apache.commons:commons-text:1.6
+junit:junit:4.13.2
+net.bytebuddy:byte-buddy-agent:1.12.9
+net.bytebuddy:byte-buddy:1.12.9
+org.apache.commons:commons-lang3:3.11
+org.apache.commons:commons-text:1.9
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.apiguardian:apiguardian-api:1.1.0
-org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.9.1
+org.apache.httpcomponents:httpcore:4.4.15
+org.checkerframework:checker-qual:3.21.4
 org.hamcrest:hamcrest-core:1.3
 org.json:json:20160212
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
-org.mockito:mockito-core:3.7.7
-org.objenesis:objenesis:3.1
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
+org.mockito:mockito-core:4.5.1
+org.objenesis:objenesis:3.2
 org.opentest4j:opentest4j:1.2.0
 org.ow2.asm:asm-analysis:7.0
 org.ow2.asm:asm-commons:7.0
 org.ow2.asm:asm-tree:7.0
 org.ow2.asm:asm-util:7.0
-org.ow2.asm:asm:9.0
-org.threeten:threetenbp:1.5.0
+org.ow2.asm:asm:9.1
+org.threeten:threetenbp:1.6.0

buildSrc/gradle/dependency-locks/testRuntimeClasspath.lockfile

@@ -3,76 +3,74 @@
 # This file is expected to be part of source control.
 aopalliance:aopalliance:1.0
 args4j:args4j:2.0.23
-com.fasterxml.jackson.core:jackson-core:2.12.1
-com.fasterxml.jackson:jackson-bom:2.12.1
-com.google.api-client:google-api-client:1.31.2
-com.google.api.grpc:proto-google-common-protos:2.1.0
-com.google.api.grpc:proto-google-iam-v1:1.0.10
-com.google.api:api-common:1.10.1
-com.google.api:gax-httpjson:0.79.0
-com.google.api:gax:1.62.0
-com.google.apis:google-api-services-storage:v1-rev20210127-1.31.0
-com.google.auth:google-auth-library-credentials:0.24.1
-com.google.auth:google-auth-library-oauth2-http:0.24.1
-com.google.auto.value:auto-value-annotations:1.7.4
-com.google.cloud:google-cloud-core-http:1.94.1
-com.google.cloud:google-cloud-core:1.94.3
-com.google.cloud:google-cloud-storage:1.113.12
+com.fasterxml.jackson.core:jackson-core:2.13.2
+com.fasterxml.jackson:jackson-bom:2.13.2
+com.google.api-client:google-api-client:1.34.0
+com.google.api.grpc:proto-google-common-protos:2.8.3
+com.google.api.grpc:proto-google-iam-v1:1.3.1
+com.google.api:api-common:2.1.5
+com.google.api:gax-httpjson:0.101.0
+com.google.api:gax:2.16.0
+com.google.apis:google-api-services-storage:v1-rev20220401-1.32.1
+com.google.auth:google-auth-library-credentials:1.6.0
+com.google.auth:google-auth-library-oauth2-http:1.6.0
+com.google.auto.value:auto-value-annotations:1.9
+com.google.cloud:google-cloud-core-http:2.6.0
+com.google.cloud:google-cloud-core:2.6.0
+com.google.cloud:google-cloud-storage:2.6.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.code.gson:gson:2.8.6
+com.google.code.gson:gson:2.9.0
 com.google.common.html.types:types:1.0.6
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.escapevelocity:escapevelocity:0.9.1
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
-com.google.http-client:google-http-client-apache-v2:1.39.0
-com.google.http-client:google-http-client-appengine:1.39.0
-com.google.http-client:google-http-client-gson:1.39.0
-com.google.http-client:google-http-client-jackson2:1.39.0
-com.google.http-client:google-http-client:1.39.0
+com.google.http-client:google-http-client-apache-v2:1.41.7
+com.google.http-client:google-http-client-appengine:1.41.7
+com.google.http-client:google-http-client-gson:1.41.7
+com.google.http-client:google-http-client-jackson2:1.41.7
+com.google.http-client:google-http-client:1.41.7
 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
 com.google.jsinterop:jsinterop-annotations:1.0.1
-com.google.oauth-client:google-oauth-client:1.31.4
-com.google.protobuf:protobuf-java-util:3.15.3
-com.google.protobuf:protobuf-java:3.15.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.template:soy:2021-02-01
-com.google.truth.extensions:truth-java8-extension:1.1.2
-com.google.truth:truth:1.1.2
+com.google.truth.extensions:truth-java8-extension:1.1.3
+com.google.truth:truth:1.1.3
 com.ibm.icu:icu4j:57.1
 commons-codec:commons-codec:1.11
 commons-logging:commons-logging:1.2
-io.grpc:grpc-context:1.36.0
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+io.grpc:grpc-context:1.45.1
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-junit:junit:4.13.1
-net.bytebuddy:byte-buddy-agent:1.10.19
-net.bytebuddy:byte-buddy:1.10.19
-org.apache.commons:commons-lang3:3.8.1
-org.apache.commons:commons-text:1.6
+junit:junit:4.13.2
+net.bytebuddy:byte-buddy-agent:1.12.9
+net.bytebuddy:byte-buddy:1.12.9
+org.apache.commons:commons-lang3:3.11
+org.apache.commons:commons-text:1.9
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.apiguardian:apiguardian-api:1.1.0
-org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.9.1
+org.apache.httpcomponents:httpcore:4.4.15
+org.checkerframework:checker-qual:3.21.4
 org.hamcrest:hamcrest-core:1.3
 org.json:json:20160212
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
-org.mockito:mockito-core:3.7.7
-org.objenesis:objenesis:3.1
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
+org.mockito:mockito-core:4.5.1
+org.objenesis:objenesis:3.2
 org.opentest4j:opentest4j:1.2.0
 org.ow2.asm:asm-analysis:7.0
 org.ow2.asm:asm-commons:7.0
 org.ow2.asm:asm-tree:7.0
 org.ow2.asm:asm-util:7.0
-org.ow2.asm:asm:9.0
-org.threeten:threetenbp:1.5.0
+org.ow2.asm:asm:9.1
+org.threeten:threetenbp:1.6.0

common/build.gradle

@@ -51,6 +51,7 @@ artifacts {
 dependencies {
   def deps = rootProject.dependencyMap
 
+  compile deps['com.github.ben-manes.caffeine:caffeine']
   compile deps['com.google.code.findbugs:jsr305']
   compile deps['com.google.guava:guava']
   compile deps['javax.inject:javax.inject']

common/gradle/dependency-locks/compile.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/compileClasspath.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/default.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/deploy_jar.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/runtime.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/runtimeClasspath.lockfile

@@ -1,12 +1,13 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
+com.github.ben-manes.caffeine:caffeine:2.9.3
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-org.checkerframework:checker-qual:3.8.0
+joda-time:joda-time:2.10.14
+org.checkerframework:checker-qual:3.19.0

common/gradle/dependency-locks/testCompile.lockfile

@@ -1,27 +1,27 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
-org.apiguardian:apiguardian-api:1.1.0
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testCompileClasspath.lockfile

@@ -1,27 +1,28 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
-org.apiguardian:apiguardian-api:1.1.0
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
+org.apiguardian:apiguardian-api:1.1.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testRuntime.lockfile

@@ -1,28 +1,28 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger-system-backend:0.7.3
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger-system-backend:0.7.4
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
-org.apiguardian:apiguardian-api:1.1.0
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testRuntimeClasspath.lockfile

@@ -1,28 +1,28 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger-system-backend:0.7.3
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger-system-backend:0.7.4
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
-org.apiguardian:apiguardian-api:1.1.0
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.junit.jupiter:junit-jupiter-api:5.6.2
-org.junit.jupiter:junit-jupiter-engine:5.6.2
-org.junit.platform:junit-platform-commons:1.6.2
-org.junit.platform:junit-platform-engine:1.6.2
-org.junit:junit-bom:5.6.2
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit:junit-bom:5.8.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testingCompile.lockfile

@@ -1,20 +1,21 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testingCompileClasspath.lockfile

@@ -1,20 +1,21 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testingRuntime.lockfile

@@ -1,21 +1,22 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger-system-backend:0.7.3
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger-system-backend:0.7.4
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/gradle/dependency-locks/testingRuntimeClasspath.lockfile

@@ -1,21 +1,22 @@
 # This is a Gradle generated file for dependency locking.
 # Manual edits can break the build and are not advised.
 # This file is expected to be part of source control.
-com.google.auto.value:auto-value-annotations:1.7.4
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.google.auto.value:auto-value-annotations:1.8.1
 com.google.code.findbugs:jsr305:3.0.2
-com.google.errorprone:error_prone_annotations:2.5.1
-com.google.flogger:flogger-system-backend:0.7.3
-com.google.flogger:flogger:0.7.3
+com.google.errorprone:error_prone_annotations:2.11.0
+com.google.flogger:flogger-system-backend:0.7.4
+com.google.flogger:flogger:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
-com.google.truth:truth:1.1.2
+com.google.truth:truth:1.1.3
 io.github.java-diff-utils:java-diff-utils:4.9
 javax.inject:javax.inject:1
-joda-time:joda-time:2.9.2
-junit:junit:4.13.1
+joda-time:joda-time:2.10.14
+junit:junit:4.13.2
 org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.9.1
+org.checkerframework:checker-qual:3.19.0
 org.hamcrest:hamcrest-core:1.3
-org.ow2.asm:asm:9.0
+org.ow2.asm:asm:9.1

common/src/main/java/google/registry/util/Sleeper.java

@@ -41,4 +41,20 @@ public interface Sleeper {
    * @see com.google.common.util.concurrent.Uninterruptibles#sleepUninterruptibly
    */
   void sleepUninterruptibly(ReadableDuration duration);
+
+  /**
+   * Puts the current thread to interruptible sleep.
+   *
+   * <p>This is a convenience method for {@link #sleep} that properly converts an {@link
+   * InterruptedException} to a {@link RuntimeException}.
+   */
+  default void sleepInterruptibly(ReadableDuration duration) {
+    try {
+      sleep(duration);
+    } catch (InterruptedException e) {
+      // Restore current thread's interrupted state.
+      Thread.currentThread().interrupt();
+      throw new RuntimeException("Interrupted.", e);
+    }
+  }
 }

common/src/testing/java/google/registry/testing/SystemInfo.java

@@ -14,9 +14,9 @@
 
 package google.registry.testing;
 
-import com.google.common.cache.CacheBuilder;
-import com.google.common.cache.CacheLoader;
-import com.google.common.cache.LoadingCache;
+import com.github.benmanes.caffeine.cache.CacheLoader;
+import com.github.benmanes.caffeine.cache.Caffeine;
+import com.github.benmanes.caffeine.cache.LoadingCache;
 import com.google.common.flogger.FluentLogger;
 import java.io.IOException;
 import java.util.concurrent.ExecutionException;
@@ -29,7 +29,7 @@ public final class SystemInfo {
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
   private static final LoadingCache<String, Boolean> hasCommandCache =
-      CacheBuilder.newBuilder()
+      Caffeine.newBuilder()
           .build(
               new CacheLoader<String, Boolean>() {
                 @Override

config/dependency-license/allowed_licenses.json

@@ -69,6 +69,12 @@
     {
       "moduleLicense": "BSD 3-clause New License"
     },
+    {
+      "moduleLicense": "BSD-3-Clause"
+    },
+    {
+      "moduleLicense": "BSD-3-Clause;link=\"https://raw.githubusercontent.com/dnsjava/dnsjava/master/LICENSE\""
+    },
     {
       "moduleLicense": "3-Clause BSD License"
     },
@@ -111,6 +117,9 @@
     {
       "moduleLicense": "The PostgreSQL License"
     },
+    {
+      "moduleLicense": "CC0"
+    },
     {
       "moduleLicense": "CC0 1.0 Universal License"
     },
@@ -265,6 +274,13 @@
       "moduleLicense": null,
       "moduleName": "com.fasterxml.jackson:jackson-bom"
     },
+    {
+      // "Apache License, Version 2.0". The plugin is able to parse up to
+      // 2.0.33.Final but not this verson.
+      "moduleLicense": null,
+      "moduleVersion": "2.0.46.Final",
+      "moduleName": "io.netty:netty-tcnative-classes"
+    },
     {
       // Actually Eclipse Public License v2.0
       "moduleLicense": null,

config/nom_build.py

@@ -57,6 +57,7 @@ PROPERTIES_HEADER = """\
 #
 # DO NOT EDIT THIS FILE BY HAND
 org.gradle.jvmargs=-Xmx1024m
+org.gradle.caching=true
 """
 
 # Help text to be displayed (in addition to the synopsis and flag help, which

core/build.gradle

@@ -172,6 +172,7 @@ dependencies {
   testRuntime files(sourceSets.test.resources.srcDirs)
 
   compile deps['com.beust:jcommander']
+  compile deps['com.github.ben-manes.caffeine:caffeine']
   compile deps['com.google.api:gax']
   compile deps['com.google.api.grpc:proto-google-cloud-datastore-v1']
   compile deps['com.google.api.grpc:proto-google-common-protos']
@@ -319,6 +320,7 @@ dependencies {
   testCompile deps['com.google.appengine:appengine-testing']
   testCompile deps['com.google.guava:guava-testlib']
   testCompile deps['com.google.monitoring-client:contrib']
+  testCompile deps['com.google.protobuf:protobuf-java-util']
   testCompile deps['com.google.truth:truth']
   testCompile deps['com.google.truth.extensions:truth-java8-extension']
   testCompile deps['org.checkerframework:checker-qual']
@@ -676,9 +678,9 @@ Optional<List<String>> getToolArgsList() {
 
 // To run the nomulus tools with these command line tokens:
 // "--foo", "bar baz", "--qux=quz"
-//   gradle registryTool --args="--foo 'bar baz' --qux=quz"
+//   gradle core:registryTool --args="--foo 'bar baz' --qux=quz"
 // or:
-//   gradle registryTool --PtoolArgs="--foo|bar baz|--qux=quz"
+//   gradle core:registryTool -PtoolArgs="--foo|bar baz|--qux=quz"
 // Note that the delimiting pipe can be backslash escaped if it is part of a
 // parameter.
 ext.createToolTask = {
@@ -706,7 +708,7 @@ createToolTask(
     'initSqlPipeline', 'google.registry.beam.initsql.InitSqlPipeline')
 
 createToolTask(
-    'validateSqlPipeline', 'google.registry.beam.comparedb.ValidateSqlPipeline')
+    'validateDatabasePipeline', 'google.registry.beam.comparedb.ValidateDatabasePipeline')
 
 
 createToolTask(
@@ -793,6 +795,16 @@ if (environment == 'alpha') {
               mainClass: 'google.registry.beam.rde.RdePipeline',
               metaData : 'google/registry/beam/rde_pipeline_metadata.json'
           ],
+      validateDatabase  :
+          [
+              mainClass: 'google.registry.beam.comparedb.ValidateDatabasePipeline',
+              metaData: 'google/registry/beam/validate_database_pipeline_metadata.json'
+          ],
+      resaveAllEppResources:
+          [
+              mainClass: 'google.registry.beam.resave.ResaveAllEppResourcesPipeline',
+              metaData: 'google/registry/beam/resave_all_epp_resources_pipeline_metadata.json'
+          ],
   ]
   project.tasks.create("stageBeamPipelines") {
     doLast {

core/gradle/dependency-locks/annotationProcessor.lockfile

@@ -3,41 +3,43 @@
 # This file is expected to be part of source control.
 com.github.ben-manes.caffeine:caffeine:2.7.0
 com.github.kevinstern:software-and-algorithms:1.0
-com.google.auto.service:auto-service-annotations:1.0-rc7
-com.google.auto.service:auto-service:1.0-rc7
-com.google.auto.value:auto-value:1.7.4
-com.google.auto:auto-common:0.10
+com.google.auto.service:auto-service-annotations:1.0.1
+com.google.auto.service:auto-service:1.0.1
+com.google.auto.value:auto-value:1.9
+com.google.auto:auto-common:1.2
 com.google.code.findbugs:jFormatString:3.0.0
 com.google.code.findbugs:jsr305:3.0.2
-com.google.dagger:dagger-compiler:2.33
-com.google.dagger:dagger-producers:2.33
-com.google.dagger:dagger-spi:2.33
-com.google.dagger:dagger:2.33
+com.google.dagger:dagger-compiler:2.41
+com.google.dagger:dagger-producers:2.41
+com.google.dagger:dagger-spi:2.41
+com.google.dagger:dagger:2.41
+com.google.devtools.ksp:symbol-processing-api:1.5.30-1.0.0
 com.google.errorprone:error_prone_annotation:2.3.4
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.7.1
 com.google.errorprone:error_prone_check_api:2.3.4
 com.google.errorprone:error_prone_core:2.3.4
 com.google.errorprone:error_prone_type_annotations:2.3.4
 com.google.errorprone:javac-shaded:9-dev-r4023-3
 com.google.googlejavaformat:google-java-format:1.5
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.0.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 com.google.protobuf:protobuf-java:3.4.0
 com.googlecode.java-diff-utils:diffutils:1.3.0
 com.squareup:javapoet:1.13.0
-javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
 javax.persistence:javax.persistence-api:2.2
 net.ltgt.gradle.incap:incap:0.2
-org.checkerframework:checker-compat-qual:2.5.3
-org.checkerframework:checker-qual:3.8.0
+org.checkerframework:checker-compat-qual:2.5.5
+org.checkerframework:checker-qual:3.12.0
 org.checkerframework:dataflow:3.0.0
 org.checkerframework:javacutil:3.0.0
-org.jetbrains.kotlin:kotlin-stdlib-common:1.4.20
-org.jetbrains.kotlin:kotlin-stdlib:1.4.20
-org.jetbrains.kotlinx:kotlinx-metadata-jvm:0.1.0
+org.jetbrains.kotlin:kotlin-stdlib-common:1.5.32
+org.jetbrains.kotlin:kotlin-stdlib-jdk7:1.5.32
+org.jetbrains.kotlin:kotlin-stdlib-jdk8:1.5.32
+org.jetbrains.kotlin:kotlin-stdlib:1.5.32
+org.jetbrains.kotlinx:kotlinx-metadata-jvm:0.3.0
 org.jetbrains:annotations:13.0
 org.pcollections:pcollections:2.1.2
 org.plumelib:plume-util:1.0.6

core/gradle/dependency-locks/compile.lockfile

@@ -7,150 +7,152 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.fasterxml.jackson.core:jackson-annotations:2.12.4
-com.fasterxml.jackson.core:jackson-core:2.12.4
-com.fasterxml.jackson.core:jackson-databind:2.12.4
-com.fasterxml.jackson.dataformat:jackson-dataformat-yaml:2.12.4
-com.fasterxml.jackson:jackson-bom:2.12.4
+com.fasterxml.jackson.core:jackson-annotations:2.13.2
+com.fasterxml.jackson.core:jackson-core:2.13.2
+com.fasterxml.jackson.core:jackson-databind:2.13.2
+com.fasterxml.jackson.dataformat:jackson-dataformat-yaml:2.13.2
+com.fasterxml.jackson:jackson-bom:2.13.2
 com.fasterxml:classmate:1.5.1
-com.github.docker-java:docker-java-api:3.2.7
-com.github.docker-java:docker-java-transport-zerodep:3.2.7
-com.github.docker-java:docker-java-transport:3.2.7
-com.github.jnr:jffi:1.3.1
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.github.docker-java:docker-java-api:3.2.13
+com.github.docker-java:docker-java-transport-zerodep:3.2.13
+com.github.docker-java:docker-java-transport:3.2.13
+com.github.jnr:jffi:1.3.9
 com.github.jnr:jnr-a64asm:1.0.0
-com.github.jnr:jnr-constants:0.10.1
-com.github.jnr:jnr-enxio:0.32.3
-com.github.jnr:jnr-ffi:2.2.1
-com.github.jnr:jnr-posix:3.1.4
-com.github.jnr:jnr-unixsocket:0.38.5
+com.github.jnr:jnr-constants:0.10.3
+com.github.jnr:jnr-enxio:0.32.13
+com.github.jnr:jnr-ffi:2.2.11
+com.github.jnr:jnr-posix:3.1.15
+com.github.jnr:jnr-unixsocket:0.38.17
 com.github.jnr:jnr-x86asm:1.0.2
 com.google.android:annotations:4.1.1.4
-com.google.api-client:google-api-client-appengine:1.31.3
-com.google.api-client:google-api-client-jackson2:1.31.3
-com.google.api-client:google-api-client-java6:1.31.3
-com.google.api-client:google-api-client-servlet:1.31.3
-com.google.api-client:google-api-client:1.32.1
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@@ -158,38 +160,43 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/compileClasspath.lockfile

@@ -7,149 +7,151 @@ args4j:args4j:2.0.23
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 com.sun.istack:istack-commons-runtime:3.0.7
 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -157,126 +159,123 @@ com.thoughtworks.paranamer:paranamer:2.7
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
 io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
-io.grpc:grpc-alts:1.40.1
-io.grpc:grpc-api:1.40.1
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-io.grpc:grpc-core:1.40.1
-io.grpc:grpc-grpclb:1.40.1
-io.grpc:grpc-netty-shaded:1.40.1
-io.grpc:grpc-netty:1.40.0
-io.grpc:grpc-protobuf-lite:1.40.1
-io.grpc:grpc-protobuf:1.40.1
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-io.netty:netty-buffer:4.1.52.Final
-io.netty:netty-codec-http2:4.1.52.Final
-io.netty:netty-codec-http:4.1.52.Final
-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
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-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
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+io.netty:netty-buffer:4.1.72.Final
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+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
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+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-grpc-util:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
 javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
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+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
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 org.apache.httpcomponents:httpclient:4.5.13
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-org.bouncycastle:bcpg-jdk15on:1.61
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 org.checkerframework:checker-compat-qual:2.5.5
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 org.easymock:easymock:3.0
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 org.glassfish.jaxb:txw2:2.3.1
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 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
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 org.joda:joda-money:1.0.1
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 org.springframework:spring-core:4.3.18.RELEASE
 org.springframework:spring-expression:4.3.18.RELEASE
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 org.tukaani:xz:1.5
 org.w3c.css:sac:1.3
 org.xerial.snappy:snappy-java:1.1.8.4
-org.yaml:snakeyaml:1.27
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 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/default.lockfile

@@ -7,155 +7,153 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
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-com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
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 com.fasterxml:classmate:1.5.1
-com.github.docker-java:docker-java-api:3.2.7
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-com.github.docker-java:docker-java-transport:3.2.7
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 com.google.appengine:appengine-testing:1.9.86
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-com.google.auth:google-auth-library-oauth2-http:1.1.0
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-com.google.auto.value:auto-value:1.7.4
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-com.google.cloud.sql:postgres-socket-factory:1.2.1
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+com.google.auto.value:auto-value-annotations:1.9
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-com.google.code.gson:gson:2.8.8
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 com.google.escapevelocity:escapevelocity:0.9.1
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-com.google.http-client:google-http-client:1.40.0
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-com.google.oauth-client:google-oauth-client:1.31.5
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-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
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+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
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 com.google.template:soy:2021-02-01
 com.googlecode.charts4j:charts4j:1.3
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-com.ibm.icu:icu4j:68.2
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 com.jcraft:jsch:0.1.55
 com.sun.istack:istack-commons-runtime:3.0.7
 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -163,41 +161,50 @@ com.thoughtworks.paranamer:paranamer:2.7
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_macosx_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86_64:4.6.0
 guru.nidi.com.kitfox:svgSalamander:1.1.3
-guru.nidi:graphviz-java-all-j2v8:0.17.0
-guru.nidi:graphviz-java:0.17.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
 io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
-io.grpc:grpc-alts:1.40.1
-io.grpc:grpc-api:1.40.1
-io.grpc:grpc-auth:1.40.1
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-io.grpc:grpc-netty:1.40.0
-io.grpc:grpc-protobuf-lite:1.40.1
-io.grpc:grpc-protobuf:1.40.1
-io.grpc:grpc-stub:1.40.1
-io.netty:netty-buffer:4.1.52.Final
-io.netty:netty-codec-http2:4.1.52.Final
-io.netty:netty-codec-http:4.1.52.Final
-io.netty:netty-codec-socks:4.1.52.Final
-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler-proxy:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.52.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
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+io.grpc:grpc-xds:1.45.1
+io.netty:netty-buffer:4.1.72.Final
+io.netty:netty-codec-http2:4.1.72.Final
+io.netty:netty-codec-http:4.1.72.Final
+io.netty:netty-codec-socks:4.1.72.Final
+io.netty:netty-codec:4.1.72.Final
+io.netty:netty-common:4.1.72.Final
+io.netty:netty-handler-proxy:4.1.72.Final
+io.netty:netty-handler:4.1.72.Final
+io.netty:netty-resolver:4.1.72.Final
+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
+io.netty:netty-transport:4.1.72.Final
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-grpc-util:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
+io.opencensus:opencensus-proto:0.2.0
 io.perfmark:perfmark-api:0.23.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -205,98 +212,95 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
-junit:junit:4.13.1
+junit:junit:4.13.2
 net.arnx:nashorn-promise:0.1.1
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
+net.bytebuddy:byte-buddy:1.12.9
+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
 org.apache.arrow:arrow-memory-core:5.0.0
 org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.34.0
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-org.apache.beam:beam-runners-core-java:2.34.0
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 org.conscrypt:conscrypt-openjdk-uber:2.5.1
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 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
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 org.slf4j:jcl-over-slf4j:1.7.30
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 org.springframework:spring-core:4.3.18.RELEASE
 org.springframework:spring-expression:4.3.18.RELEASE
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 org.tukaani:xz:1.5
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-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
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-org.yaml:snakeyaml:1.27
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 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/deploy_jar.lockfile

@@ -7,155 +7,153 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
-com.eclipsesource.j2v8:j2v8_macosx_x86_64:4.6.0
-com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
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+com.fasterxml.jackson.core:jackson-annotations:2.13.2
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 com.fasterxml:classmate:1.5.1
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-com.github.docker-java:docker-java-transport:3.2.7
-com.github.jnr:jffi:1.3.1
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.github.docker-java:docker-java-api:3.2.13
+com.github.docker-java:docker-java-transport-zerodep:3.2.13
+com.github.docker-java:docker-java-transport:3.2.13
+com.github.jnr:jffi:1.3.9
 com.github.jnr:jnr-a64asm:1.0.0
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@@ -163,41 +161,50 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/jaxb.lockfile

@@ -4,7 +4,9 @@
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core/gradle/dependency-locks/nonprodCompile.lockfile

@@ -7,150 +7,152 @@ args4j:args4j:2.0.23
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 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.gwt:gwt-user:2.9.0
-com.google.http-client:google-http-client-apache-v2:1.39.2
-com.google.http-client:google-http-client-appengine:1.39.2
-com.google.http-client:google-http-client-gson:1.40.0
-com.google.http-client:google-http-client-jackson2:1.39.2
-com.google.http-client:google-http-client-protobuf:1.33.0
-com.google.http-client:google-http-client:1.40.0
+com.google.http-client:google-http-client-apache-v2:1.41.7
+com.google.http-client:google-http-client-appengine:1.41.7
+com.google.http-client:google-http-client-gson:1.41.7
+com.google.http-client:google-http-client-jackson2:1.41.7
+com.google.http-client:google-http-client-protobuf:1.40.1
+com.google.http-client:google-http-client:1.41.7
 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
 com.google.jsinterop:jsinterop-annotations:2.0.0
 com.google.monitoring-client:metrics:1.0.7
 com.google.monitoring-client:stackdriver:1.0.7
-com.google.oauth-client:google-oauth-client-appengine:1.31.4
-com.google.oauth-client:google-oauth-client-java6:1.31.4
-com.google.oauth-client:google-oauth-client-jetty:1.31.4
-com.google.oauth-client:google-oauth-client-servlet:1.31.4
-com.google.oauth-client:google-oauth-client:1.31.5
-com.google.protobuf:protobuf-java-util:3.17.3
-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
+com.google.oauth-client:google-oauth-client-java6:1.33.3
+com.google.oauth-client:google-oauth-client-jetty:1.33.3
+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.re2j:re2j:1.6
 com.google.template:soy:2021-02-01
 com.googlecode.charts4j:charts4j:1.3
 com.googlecode.json-simple:json-simple:1.1.1
-com.ibm.icu:icu4j:68.2
+com.ibm.icu:icu4j:71.1
 com.jcraft:jsch:0.1.55
 com.sun.istack:istack-commons-runtime:3.0.7
 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -158,38 +160,43 @@ com.thoughtworks.paranamer:paranamer:2.7
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
 io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
-io.grpc:grpc-alts:1.40.1
-io.grpc:grpc-api:1.40.1
-io.grpc:grpc-auth:1.40.1
-io.grpc:grpc-context:1.40.1
-io.grpc:grpc-core:1.40.1
-io.grpc:grpc-grpclb:1.40.1
-io.grpc:grpc-netty-shaded:1.40.1
-io.grpc:grpc-netty:1.40.0
-io.grpc:grpc-protobuf-lite:1.40.1
-io.grpc:grpc-protobuf:1.40.1
-io.grpc:grpc-stub:1.40.1
-io.netty:netty-buffer:4.1.52.Final
-io.netty:netty-codec-http2:4.1.52.Final
-io.netty:netty-codec-http:4.1.52.Final
-io.netty:netty-codec-socks:4.1.52.Final
-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler-proxy:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.52.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+io.grpc:grpc-alts:1.45.1
+io.grpc:grpc-api:1.45.1
+io.grpc:grpc-auth:1.45.1
+io.grpc:grpc-context:1.45.1
+io.grpc:grpc-core:1.45.1
+io.grpc:grpc-googleapis:1.45.1
+io.grpc:grpc-grpclb:1.45.1
+io.grpc:grpc-netty-shaded:1.45.1
+io.grpc:grpc-netty:1.44.0
+io.grpc:grpc-protobuf-lite:1.45.1
+io.grpc:grpc-protobuf:1.45.1
+io.grpc:grpc-services:1.45.1
+io.grpc:grpc-stub:1.45.1
+io.grpc:grpc-xds:1.45.1
+io.netty:netty-buffer:4.1.72.Final
+io.netty:netty-codec-http2:4.1.72.Final
+io.netty:netty-codec-http:4.1.72.Final
+io.netty:netty-codec-socks:4.1.72.Final
+io.netty:netty-codec:4.1.72.Final
+io.netty:netty-common:4.1.72.Final
+io.netty:netty-handler-proxy:4.1.72.Final
+io.netty:netty-handler:4.1.72.Final
+io.netty:netty-resolver:4.1.72.Final
+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
+io.netty:netty-transport:4.1.72.Final
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-grpc-util:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
+io.opencensus:opencensus-proto:0.2.0
 io.perfmark:perfmark-api:0.23.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -197,92 +204,89 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
-junit:junit:4.13.1
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
+junit:junit:4.13.2
+net.bytebuddy:byte-buddy:1.12.9
+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
 org.apache.arrow:arrow-memory-core:5.0.0
 org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.34.0
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-org.apache.beam:beam-runners-core-construction-java:2.34.0
-org.apache.beam:beam-runners-core-java:2.34.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.34.0
-org.apache.beam:beam-runners-java-fn-execution:2.34.0
-org.apache.beam:beam-sdks-java-core:2.34.0
-org.apache.beam:beam-sdks-java-expansion-service:2.34.0
-org.apache.beam:beam-sdks-java-extensions-arrow:2.34.0
-org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.34.0
-org.apache.beam:beam-sdks-java-extensions-protobuf:2.34.0
-org.apache.beam:beam-sdks-java-fn-execution:2.34.0
-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.34.0
-org.apache.beam:beam-sdks-java-io-kafka:2.34.0
+org.apache.beam:beam-model-fn-execution:2.38.0
+org.apache.beam:beam-model-job-management:2.38.0
+org.apache.beam:beam-model-pipeline:2.38.0
+org.apache.beam:beam-runners-core-construction-java:2.38.0
+org.apache.beam:beam-runners-core-java:2.38.0
+org.apache.beam:beam-runners-google-cloud-dataflow-java:2.38.0
+org.apache.beam:beam-runners-java-fn-execution:2.38.0
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+org.apache.beam:beam-sdks-java-extensions-protobuf:2.38.0
+org.apache.beam:beam-sdks-java-fn-execution:2.38.0
+org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.38.0
+org.apache.beam:beam-sdks-java-io-kafka:2.38.0
 org.apache.beam:beam-vendor-bytebuddy-1_11_0:0.1
-org.apache.beam:beam-vendor-grpc-1_36_0:0.2
+org.apache.beam:beam-vendor-grpc-1_43_2:0.1
 org.apache.beam:beam-vendor-guava-26_0-jre:0.1
-org.apache.commons:commons-compress:1.20
-org.apache.commons:commons-lang3:3.8.1
+org.apache.commons:commons-compress:1.21
+org.apache.commons:commons-lang3:3.12.0
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.bouncycastle:bcpg-jdk15on:1.61
-org.bouncycastle:bcpkix-jdk15on:1.61
-org.bouncycastle:bcprov-jdk15on:1.61
+org.apache.httpcomponents:httpcore:4.4.15
+org.bouncycastle:bcpg-jdk15on:1.67
+org.bouncycastle:bcpkix-jdk15on:1.67
+org.bouncycastle:bcprov-jdk15on:1.67
 org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.18.0
+org.checkerframework:checker-qual:3.21.4
 org.codehaus.jackson:jackson-core-asl:1.9.13
 org.codehaus.jackson:jackson-mapper-asl:1.9.13
-org.codehaus.mojo:animal-sniffer-annotations:1.20
+org.codehaus.mojo:animal-sniffer-annotations:1.21
 org.conscrypt:conscrypt-openjdk-uber:2.5.1
-org.dom4j:dom4j:2.1.3
 org.easymock:easymock:3.0
-org.flywaydb:flyway-core:5.2.4
+org.flywaydb:flyway-core:8.5.10
 org.glassfish.jaxb:jaxb-runtime:2.3.1
 org.glassfish.jaxb:txw2:2.3.1
-org.hamcrest:hamcrest-core:2.1
+org.hamcrest:hamcrest-core:1.3
 org.hamcrest:hamcrest:2.1
 org.hibernate.common:hibernate-commons-annotations:5.1.2.Final
-org.hibernate:hibernate-core:5.4.23.Final
-org.hibernate:hibernate-hikaricp:5.4.23.Final
-org.javassist:javassist:3.24.0-GA
-org.jboss.logging:jboss-logging:3.4.1.Final
+org.hibernate:hibernate-core:5.6.8.Final
+org.hibernate:hibernate-hikaricp:5.6.8.Final
+org.jboss.logging:jboss-logging:3.4.3.Final
 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
-org.jboss:jandex:2.1.3.Final
+org.jboss:jandex:2.4.2.Final
+org.jetbrains:annotations:17.0.0
 org.joda:joda-money:1.0.1
 org.json:json:20200518
-org.jsoup:jsoup:1.13.1
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 org.jvnet.staxex:stax-ex:1.8
 org.objenesis:objenesis:1.2
-org.ow2.asm:asm-analysis:9.1
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+org.postgresql:postgresql:42.3.4
 org.rnorth.duct-tape:duct-tape:1.0.8
-org.rnorth.visible-assertions:visible-assertions:2.1.2
-org.slf4j:slf4j-api:1.7.30
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 org.springframework:spring-core:4.3.18.RELEASE
 org.springframework:spring-expression:4.3.18.RELEASE
-org.testcontainers:database-commons:1.15.2
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 org.tukaani:xz:1.5
 org.w3c.css:sac:1.3
 org.xerial.snappy:snappy-java:1.1.8.4
-org.yaml:snakeyaml:1.27
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 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/nonprodCompileClasspath.lockfile

@@ -7,149 +7,151 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.fasterxml.jackson.core:jackson-annotations:2.12.4
-com.fasterxml.jackson.core:jackson-core:2.12.4
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-com.fasterxml.jackson:jackson-bom:2.12.4
+com.fasterxml.jackson.core:jackson-annotations:2.13.2
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+com.fasterxml.jackson:jackson-bom:2.13.2
 com.fasterxml:classmate:1.5.1
-com.github.docker-java:docker-java-api:3.2.7
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-com.github.docker-java:docker-java-transport:3.2.7
-com.github.jnr:jffi:1.3.1
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.github.docker-java:docker-java-api:3.2.13
+com.github.docker-java:docker-java-transport-zerodep:3.2.13
+com.github.docker-java:docker-java-transport:3.2.13
+com.github.jnr:jffi:1.3.9
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-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.96.2
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 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -157,127 +159,125 @@ com.thoughtworks.paranamer:paranamer:2.7
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
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core/gradle/dependency-locks/nonprodRuntime.lockfile

@@ -7,154 +7,152 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
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@@ -162,41 +160,50 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/nonprodRuntimeClasspath.lockfile

@@ -7,154 +7,152 @@ args4j:args4j:2.0.23
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+com.google.flogger:google-extensions:0.7.4
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-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.gwt:gwt-user:2.9.0
-com.google.http-client:google-http-client-apache-v2:1.39.2
-com.google.http-client:google-http-client-appengine:1.39.2
-com.google.http-client:google-http-client-gson:1.40.0
-com.google.http-client:google-http-client-jackson2:1.39.2
-com.google.http-client:google-http-client-protobuf:1.33.0
-com.google.http-client:google-http-client:1.40.0
+com.google.http-client:google-http-client-apache-v2:1.41.7
+com.google.http-client:google-http-client-appengine:1.41.7
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 com.google.inject.extensions:guice-multibindings:4.1.0
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 com.google.jsinterop:jsinterop-annotations:2.0.0
 com.google.monitoring-client:metrics:1.0.7
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-com.google.oauth-client:google-oauth-client-appengine:1.31.4
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-com.google.oauth-client:google-oauth-client:1.31.5
-com.google.protobuf:protobuf-java-util:3.17.3
-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
+com.google.oauth-client:google-oauth-client-java6:1.33.3
+com.google.oauth-client:google-oauth-client-jetty:1.33.3
+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.re2j:re2j:1.6
 com.google.template:soy:2021-02-01
 com.googlecode.charts4j:charts4j:1.3
 com.googlecode.json-simple:json-simple:1.1.1
-com.ibm.icu:icu4j:68.2
+com.ibm.icu:icu4j:71.1
 com.jcraft:jsch:0.1.55
 com.sun.istack:istack-commons-runtime:3.0.7
 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -162,41 +160,50 @@ com.thoughtworks.paranamer:paranamer:2.7
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_macosx_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86_64:4.6.0
 guru.nidi.com.kitfox:svgSalamander:1.1.3
-guru.nidi:graphviz-java-all-j2v8:0.17.0
-guru.nidi:graphviz-java:0.17.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
 io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
-io.grpc:grpc-alts:1.40.1
-io.grpc:grpc-api:1.40.1
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-io.grpc:grpc-protobuf:1.40.1
-io.grpc:grpc-stub:1.40.1
-io.netty:netty-buffer:4.1.52.Final
-io.netty:netty-codec-http2:4.1.52.Final
-io.netty:netty-codec-http:4.1.52.Final
-io.netty:netty-codec-socks:4.1.52.Final
-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler-proxy:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.52.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
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+io.grpc:grpc-xds:1.45.1
+io.netty:netty-buffer:4.1.72.Final
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+io.netty:netty-codec-http:4.1.72.Final
+io.netty:netty-codec-socks:4.1.72.Final
+io.netty:netty-codec:4.1.72.Final
+io.netty:netty-common:4.1.72.Final
+io.netty:netty-handler-proxy:4.1.72.Final
+io.netty:netty-handler:4.1.72.Final
+io.netty:netty-resolver:4.1.72.Final
+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
+io.netty:netty-transport:4.1.72.Final
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-grpc-util:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
+io.opencensus:opencensus-proto:0.2.0
 io.perfmark:perfmark-api:0.23.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -204,97 +211,94 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
-junit:junit:4.13.1
+junit:junit:4.13.2
 net.arnx:nashorn-promise:0.1.1
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
+net.bytebuddy:byte-buddy:1.12.9
+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
 org.apache.arrow:arrow-memory-core:5.0.0
 org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.34.0
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-org.apache.beam:beam-runners-core-java:2.34.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.34.0
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-org.apache.beam:beam-sdks-java-extensions-protobuf:2.34.0
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-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.34.0
-org.apache.beam:beam-sdks-java-io-kafka:2.34.0
+org.apache.beam:beam-model-fn-execution:2.38.0
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+org.apache.beam:beam-runners-core-construction-java:2.38.0
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 org.apache.beam:beam-vendor-bytebuddy-1_11_0:0.1
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+org.apache.commons:commons-compress:1.21
 org.apache.commons:commons-exec:1.3
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+org.apache.commons:commons-lang3:3.12.0
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-org.apache.httpcomponents:httpcore:4.4.14
-org.bouncycastle:bcpg-jdk15on:1.61
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 org.checkerframework:checker-compat-qual:2.5.5
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 org.codehaus.jackson:jackson-mapper-asl:1.9.13
-org.codehaus.mojo:animal-sniffer-annotations:1.20
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 org.conscrypt:conscrypt-openjdk-uber:2.5.1
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 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
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 org.jvnet.staxex:stax-ex:1.8
 org.objenesis:objenesis:1.2
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 org.springframework:spring-core:4.3.18.RELEASE
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-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
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-org.yaml:snakeyaml:1.27
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 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/runtime.lockfile

@@ -7,154 +7,152 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
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 com.fasterxml:classmate:1.5.1
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@@ -162,41 +160,50 @@ com.thoughtworks.paranamer:paranamer:2.7
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@@ -204,97 +211,94 @@ javax.activation:javax.activation-api:1.2.0
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-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
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 org.xerial.snappy:snappy-java:1.1.8.4
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 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/runtimeClasspath.lockfile

@@ -7,155 +7,153 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
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+com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.134.0
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-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.96.2
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 com.google.apis:google-api-services-admin-directory:directory_v1-rev118-1.25.0
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-com.google.apis:google-api-services-bigquery:v2-rev20210813-1.32.1
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 com.google.apis:google-api-services-clouddebugger:v2-rev20210813-1.32.1
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 com.google.apis:google-api-services-dns:v2beta1-rev99-1.25.0
 com.google.apis:google-api-services-drive:v2-rev393-1.25.0
-com.google.apis:google-api-services-groupssettings:v1-rev82-1.25.0
-com.google.apis:google-api-services-healthcare:v1-rev20210806-1.32.1
-com.google.apis:google-api-services-iamcredentials:v1-rev20201022-1.31.0
-com.google.apis:google-api-services-monitoring:v3-rev540-1.25.0
-com.google.apis:google-api-services-pubsub:v1-rev20210809-1.32.1
-com.google.apis:google-api-services-sheets:v4-rev612-1.25.0
-com.google.apis:google-api-services-sqladmin:v1beta4-rev20210119-1.31.0
-com.google.apis:google-api-services-storage:v1-rev20210127-1.32.1
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 com.google.appengine:appengine-testing:1.9.86
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 com.google.cloud:google-cloud-bigtable:1.27.1
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@@ -163,41 +161,50 @@ com.thoughtworks.paranamer:paranamer:2.7
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 commons-codec:commons-codec:1.15
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-io.netty:netty-codec-socks:4.1.52.Final
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-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.52.Final
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+io.netty:netty-codec-http:4.1.72.Final
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+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
+io.netty:netty-transport:4.1.72.Final
+io.opencensus:opencensus-api:0.31.0
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+io.opencensus:opencensus-contrib-http-util:0.31.0
+io.opencensus:opencensus-proto:0.2.0
 io.perfmark:perfmark-api:0.23.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -205,97 +212,93 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
 net.arnx:nashorn-promise:0.1.1
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
+net.bytebuddy:byte-buddy:1.12.9
+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
 org.apache.arrow:arrow-memory-core:5.0.0
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 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.34.0
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-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.34.0
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-org.apache.beam:beam-sdks-java-fn-execution:2.34.0
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-org.apache.beam:beam-sdks-java-io-kafka:2.34.0
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 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
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 org.springframework:spring-core:4.3.18.RELEASE
 org.springframework:spring-expression:4.3.18.RELEASE
-org.testcontainers:database-commons:1.15.2
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-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
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 org.xerial.snappy:snappy-java:1.1.8.4
-org.yaml:snakeyaml:1.27
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 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/soy.lockfile

@@ -12,10 +12,10 @@ com.google.guava:failureaccess:1.0.1
 com.google.guava:guava:30.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.inject.extensions:guice-multibindings:4.1.0
-com.google.inject:guice:5.0.1
+com.google.inject:guice:5.1.0
 com.google.j2objc:j2objc-annotations:1.3
 com.google.jsinterop:jsinterop-annotations:1.0.1
-com.google.protobuf:protobuf-java:3.13.0
+com.google.protobuf:protobuf-java:4.0.0-rc-2
 com.google.template:soy:2021-02-01
 com.ibm.icu:icu4j:57.1
 javax.annotation:jsr250-api:1.0

core/gradle/dependency-locks/testAnnotationProcessor.lockfile

@@ -3,39 +3,41 @@
 # This file is expected to be part of source control.
 com.github.ben-manes.caffeine:caffeine:2.7.0
 com.github.kevinstern:software-and-algorithms:1.0
-com.google.auto.value:auto-value:1.7.4
+com.google.auto.value:auto-value:1.9
 com.google.auto:auto-common:0.10
 com.google.code.findbugs:jFormatString:3.0.0
 com.google.code.findbugs:jsr305:3.0.2
-com.google.dagger:dagger-compiler:2.33
-com.google.dagger:dagger-producers:2.33
-com.google.dagger:dagger-spi:2.33
-com.google.dagger:dagger:2.33
+com.google.dagger:dagger-compiler:2.41
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+com.google.dagger:dagger:2.41
+com.google.devtools.ksp:symbol-processing-api:1.5.30-1.0.0
 com.google.errorprone:error_prone_annotation:2.3.4
-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.7.1
 com.google.errorprone:error_prone_check_api:2.3.4
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-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.0.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.j2objc:j2objc-annotations:1.3
 com.google.protobuf:protobuf-java:3.4.0
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-javax.annotation:jsr250-api:1.0
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core/gradle/dependency-locks/testCompile.lockfile

@@ -7,135 +7,137 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
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 com.google.appengine:appengine-testing:1.9.86
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 com.google.code.findbugs:jsr305:3.0.2
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 com.google.common.html.types:types:1.0.6
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 com.google.escapevelocity:escapevelocity:0.9.1
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 com.google.guava:failureaccess:1.0.1
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 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
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 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
@@ -143,20 +145,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
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-com.google.oauth-client:google-oauth-client:1.31.5
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 com.googlecode.charts4j:charts4j:1.3
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 com.squareup.okhttp3:okhttp:3.11.0
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@@ -167,38 +169,43 @@ com.thoughtworks.qdox:qdox:1.12.1
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
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-io.netty:netty-codec-socks:4.1.52.Final
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-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
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@@ -206,109 +213,106 @@ javax.activation:javax.activation-api:1.2.0
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+org.junit.platform:junit-platform-suite-api:1.8.2
+org.junit.platform:junit-platform-suite-commons:1.8.2
+org.junit:junit-bom:5.8.2
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-org.mockito:mockito-junit-jupiter:3.7.7
+org.mockito:mockito-core:4.5.1
+org.mockito:mockito-junit-jupiter:4.5.1
 org.mortbay.jetty:jetty-util:6.1.26
 org.mortbay.jetty:jetty:6.1.26
-org.objenesis:objenesis:3.1
+org.objenesis:objenesis:3.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm-analysis:9.1
-org.ow2.asm:asm-commons:9.0
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-org.ow2.asm:asm-util:9.1
-org.ow2.asm:asm:9.1
-org.postgresql:postgresql:42.2.18
+org.ow2.asm:asm-analysis:9.2
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+org.ow2.asm:asm-tree:9.2
+org.ow2.asm:asm-util:9.2
+org.ow2.asm:asm:9.2
+org.postgresql:postgresql:42.3.4
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-org.rnorth.visible-assertions:visible-assertions:2.1.2
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 org.seleniumhq.selenium:selenium-chrome-driver:3.141.59
 org.seleniumhq.selenium:selenium-edge-driver:3.141.59
@@ -319,20 +323,20 @@ org.seleniumhq.selenium:selenium-opera-driver:3.141.59
 org.seleniumhq.selenium:selenium-remote-driver:3.141.59
 org.seleniumhq.selenium:selenium-safari-driver:3.141.59
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-org.slf4j:slf4j-api:1.7.30
+org.slf4j:slf4j-api:1.7.36
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-org.testcontainers:database-commons:1.15.2
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-org.threeten:threetenbp:1.5.1
+org.testcontainers:database-commons:1.17.1
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+org.testcontainers:testcontainers:1.17.1
+org.threeten:threetenbp:1.6.0
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-org.yaml:snakeyaml:1.27
+org.yaml:snakeyaml:1.30
 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/gradle/dependency-locks/testCompileClasspath.lockfile

@@ -7,134 +7,136 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
 com.beust:jcommander:1.60
-com.fasterxml.jackson.core:jackson-annotations:2.12.4
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+com.fasterxml.jackson:jackson-bom:2.13.2
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-com.github.docker-java:docker-java-api:3.2.7
-com.github.docker-java:docker-java-transport-zerodep:3.2.7
-com.github.docker-java:docker-java-transport:3.2.7
-com.github.jnr:jffi:1.3.1
+com.github.ben-manes.caffeine:caffeine:2.9.3
+com.github.docker-java:docker-java-api:3.2.13
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+com.github.docker-java:docker-java-transport:3.2.13
+com.github.jnr:jffi:1.3.9
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+com.github.jnr:jnr-unixsocket:0.38.17
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-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.125.0
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+com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.134.0
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-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.96.2
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-com.google.api.grpc:grpc-google-cloud-spanner-admin-instance-v1:6.12.1
-com.google.api.grpc:grpc-google-cloud-spanner-v1:6.12.1
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-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1:2.1.0
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta1:0.125.0
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta2:0.125.0
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-com.google.apis:google-api-services-appengine:v1-rev130-1.25.0
-com.google.apis:google-api-services-bigquery:v2-rev20210813-1.32.1
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 com.google.apis:google-api-services-clouddebugger:v2-rev20210813-1.32.1
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-com.google.apis:google-api-services-groupssettings:v1-rev82-1.25.0
-com.google.apis:google-api-services-healthcare:v1-rev20210806-1.32.1
-com.google.apis:google-api-services-iamcredentials:v1-rev20201022-1.31.0
-com.google.apis:google-api-services-monitoring:v3-rev540-1.25.0
-com.google.apis:google-api-services-pubsub:v1-rev20210809-1.32.1
-com.google.apis:google-api-services-sheets:v4-rev612-1.25.0
-com.google.apis:google-api-services-sqladmin:v1beta4-rev20210119-1.31.0
-com.google.apis:google-api-services-storage:v1-rev20210127-1.32.1
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 com.google.appengine:appengine-testing:1.9.86
-com.google.auth:google-auth-library-credentials:1.1.0
-com.google.auth:google-auth-library-oauth2-http:1.1.0
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-com.google.cloud:google-cloud-bigquery:2.1.2
-com.google.cloud:google-cloud-bigquerystorage:2.1.0
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 com.google.cloud:google-cloud-bigtable:1.27.1
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-com.google.cloud:google-cloud-nio:0.123.4
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-com.google.cloud:proto-google-cloud-firestore-bundle-v1:3.0.2
+com.google.cloud:proto-google-cloud-firestore-bundle-v1:3.0.14
 com.google.code.findbugs:jsr305:3.0.2
-com.google.code.gson:gson:2.8.8
+com.google.code.gson:gson:2.9.0
 com.google.common.html.types:types:1.0.6
-com.google.dagger:dagger:2.33
-com.google.errorprone:error_prone_annotations:2.9.0
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+com.google.errorprone:error_prone_annotations:2.13.0
 com.google.escapevelocity:escapevelocity:0.9.1
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-com.google.flogger:flogger-system-backend:0.6
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 com.google.guava:failureaccess:1.0.1
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-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava-testlib:31.1-jre
+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.gwt:gwt-user:2.9.0
-com.google.http-client:google-http-client-apache-v2:1.39.2
-com.google.http-client:google-http-client-appengine:1.39.2
-com.google.http-client:google-http-client-gson:1.40.0
-com.google.http-client:google-http-client-jackson2:1.39.2
-com.google.http-client:google-http-client-protobuf:1.33.0
-com.google.http-client:google-http-client:1.40.0
+com.google.http-client:google-http-client-apache-v2:1.41.7
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+com.google.http-client:google-http-client:1.41.7
 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
@@ -142,20 +144,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
 com.google.monitoring-client:contrib:1.0.7
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-com.google.oauth-client:google-oauth-client-servlet:1.31.4
-com.google.oauth-client:google-oauth-client:1.31.5
-com.google.protobuf:protobuf-java-util:3.17.3
-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
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+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.re2j:re2j:1.6
 com.google.template:soy:2021-02-01
-com.google.truth.extensions:truth-java8-extension:1.1.2
-com.google.truth:truth:1.1.2
+com.google.truth.extensions:truth-java8-extension:1.1.3
+com.google.truth:truth:1.1.3
 com.googlecode.charts4j:charts4j:1.3
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-com.ibm.icu:icu4j:68.2
+com.ibm.icu:icu4j:71.1
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@@ -166,144 +168,142 @@ com.thoughtworks.qdox:qdox:1.12.1
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
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@@ -314,20 +314,20 @@ org.seleniumhq.selenium:selenium-opera-driver:3.141.59
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core/gradle/dependency-locks/testRuntime.lockfile

@@ -7,140 +7,138 @@ args4j:args4j:2.0.23
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 com.google.appengine:appengine-testing:1.9.86
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 com.google.cloud:grpc-gcp:1.1.0
-com.google.cloud:proto-google-cloud-firestore-bundle-v1:3.0.2
+com.google.cloud:proto-google-cloud-firestore-bundle-v1:3.0.14
 com.google.code.findbugs:jsr305:3.0.2
-com.google.code.gson:gson:2.8.8
+com.google.code.gson:gson:2.9.0
 com.google.common.html.types:types:1.0.6
-com.google.dagger:dagger:2.33
-com.google.errorprone:error_prone_annotations:2.9.0
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+com.google.errorprone:error_prone_annotations:2.13.0
 com.google.escapevelocity:escapevelocity:0.9.1
 com.google.flatbuffers:flatbuffers-java:1.12.0
-com.google.flogger:flogger-system-backend:0.7.3
-com.google.flogger:flogger:0.7.3
-com.google.flogger:google-extensions:0.6
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 com.google.guava:failureaccess:1.0.1
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+com.google.guava:guava:31.1-jre
 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
 com.google.gwt:gwt-user:2.9.0
-com.google.http-client:google-http-client-apache-v2:1.39.2
-com.google.http-client:google-http-client-appengine:1.39.2
-com.google.http-client:google-http-client-gson:1.40.0
-com.google.http-client:google-http-client-jackson2:1.39.2
-com.google.http-client:google-http-client-protobuf:1.33.0
-com.google.http-client:google-http-client:1.40.0
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+com.google.http-client:google-http-client:1.41.7
 com.google.inject.extensions:guice-multibindings:4.1.0
 com.google.inject:guice:4.1.0
 com.google.j2objc:j2objc-annotations:1.3
@@ -148,20 +146,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
 com.google.monitoring-client:contrib:1.0.7
 com.google.monitoring-client:metrics:1.0.7
 com.google.monitoring-client:stackdriver:1.0.7
-com.google.oauth-client:google-oauth-client-appengine:1.31.4
-com.google.oauth-client:google-oauth-client-java6:1.31.4
-com.google.oauth-client:google-oauth-client-jetty:1.31.4
-com.google.oauth-client:google-oauth-client-servlet:1.31.4
-com.google.oauth-client:google-oauth-client:1.31.5
-com.google.protobuf:protobuf-java-util:3.17.3
-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
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+com.google.oauth-client:google-oauth-client-jetty:1.33.3
+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.re2j:re2j:1.6
 com.google.template:soy:2021-02-01
-com.google.truth.extensions:truth-java8-extension:1.1.2
-com.google.truth:truth:1.1.2
+com.google.truth.extensions:truth-java8-extension:1.1.3
+com.google.truth:truth:1.1.3
 com.googlecode.charts4j:charts4j:1.3
 com.googlecode.json-simple:json-simple:1.1.1
-com.ibm.icu:icu4j:68.2
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 com.jcraft:jsch:0.1.55
 com.squareup.okhttp3:okhttp:3.11.0
 com.squareup.okio:okio:1.14.0
@@ -172,10 +170,14 @@ com.thoughtworks.qdox:qdox:1.12.1
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_macosx_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86_64:4.6.0
 guru.nidi.com.kitfox:svgSalamander:1.1.3
-guru.nidi:graphviz-java-all-j2v8:0.17.0
-guru.nidi:graphviz-java:0.17.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
@@ -183,31 +185,36 @@ io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
 io.github.java-diff-utils:java-diff-utils:4.9
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-io.netty:netty-buffer:4.1.52.Final
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-io.netty:netty-codec-http:4.1.52.Final
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-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler-proxy:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
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-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
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 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -215,110 +222,107 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
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 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
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+org.mockito:mockito-junit-jupiter:4.5.1
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-org.objenesis:objenesis:3.1
+org.objenesis:objenesis:3.2
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@@ -331,21 +335,21 @@ org.seleniumhq.selenium:selenium-safari-driver:3.141.59
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-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
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 us.fatehi:schemacrawler-diagram:16.10.1
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core/gradle/dependency-locks/testRuntimeClasspath.lockfile

@@ -7,140 +7,138 @@ args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
 com.101tec:zkclient:0.10
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@@ -148,20 +146,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
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-com.google.protobuf:protobuf-java:3.17.3
+com.google.oauth-client:google-oauth-client-appengine:1.33.3
+com.google.oauth-client:google-oauth-client-java6:1.33.3
+com.google.oauth-client:google-oauth-client-jetty:1.33.3
+com.google.oauth-client:google-oauth-client-servlet:1.33.3
+com.google.oauth-client:google-oauth-client:1.33.3
+com.google.protobuf:protobuf-java-util:3.19.4
+com.google.protobuf:protobuf-java:3.19.4
 com.google.re2j:re2j:1.6
 com.google.template:soy:2021-02-01
-com.google.truth.extensions:truth-java8-extension:1.1.2
-com.google.truth:truth:1.1.2
+com.google.truth.extensions:truth-java8-extension:1.1.3
+com.google.truth:truth:1.1.3
 com.googlecode.charts4j:charts4j:1.3
 com.googlecode.json-simple:json-simple:1.1.1
-com.ibm.icu:icu4j:68.2
+com.ibm.icu:icu4j:71.1
 com.jcraft:jsch:0.1.55
 com.squareup.okhttp3:okhttp:3.11.0
 com.squareup.okio:okio:1.14.0
@@ -172,10 +170,14 @@ com.thoughtworks.qdox:qdox:1.12.1
 com.zaxxer:HikariCP:3.4.5
 commons-codec:commons-codec:1.15
 commons-logging:commons-logging:1.2
-dnsjava:dnsjava:3.3.1
+dnsjava:dnsjava:3.5.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_macosx_x86_64:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
+guru.nidi.com.eclipsesource.j2v8:j2v8_win32_x86_64:4.6.0
 guru.nidi.com.kitfox:svgSalamander:1.1.3
-guru.nidi:graphviz-java-all-j2v8:0.17.0
-guru.nidi:graphviz-java:0.17.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
 io.confluent:common-config:5.3.2
 io.confluent:common-utils:5.3.2
 io.confluent:kafka-avro-serializer:5.3.2
@@ -183,31 +185,36 @@ io.confluent:kafka-schema-registry-client:5.3.2
 io.dropwizard.metrics:metrics-core:3.1.2
 io.github.classgraph:classgraph:4.8.104
 io.github.java-diff-utils:java-diff-utils:4.9
-io.grpc:grpc-alts:1.40.1
-io.grpc:grpc-api:1.40.1
-io.grpc:grpc-auth:1.40.1
-io.grpc:grpc-context:1.40.1
-io.grpc:grpc-core:1.40.1
-io.grpc:grpc-grpclb:1.40.1
-io.grpc:grpc-netty-shaded:1.40.1
-io.grpc:grpc-netty:1.40.0
-io.grpc:grpc-protobuf-lite:1.40.1
-io.grpc:grpc-protobuf:1.40.1
-io.grpc:grpc-stub:1.40.1
-io.netty:netty-buffer:4.1.52.Final
-io.netty:netty-codec-http2:4.1.52.Final
-io.netty:netty-codec-http:4.1.52.Final
-io.netty:netty-codec-socks:4.1.52.Final
-io.netty:netty-codec:4.1.52.Final
-io.netty:netty-common:4.1.52.Final
-io.netty:netty-handler-proxy:4.1.52.Final
-io.netty:netty-handler:4.1.52.Final
-io.netty:netty-resolver:4.1.52.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.52.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.28.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+io.grpc:grpc-alts:1.45.1
+io.grpc:grpc-api:1.45.1
+io.grpc:grpc-auth:1.45.1
+io.grpc:grpc-context:1.45.1
+io.grpc:grpc-core:1.45.1
+io.grpc:grpc-googleapis:1.45.1
+io.grpc:grpc-grpclb:1.45.1
+io.grpc:grpc-netty-shaded:1.45.1
+io.grpc:grpc-netty:1.44.0
+io.grpc:grpc-protobuf-lite:1.45.1
+io.grpc:grpc-protobuf:1.45.1
+io.grpc:grpc-services:1.45.1
+io.grpc:grpc-stub:1.45.1
+io.grpc:grpc-xds:1.45.1
+io.netty:netty-buffer:4.1.72.Final
+io.netty:netty-codec-http2:4.1.72.Final
+io.netty:netty-codec-http:4.1.72.Final
+io.netty:netty-codec-socks:4.1.72.Final
+io.netty:netty-codec:4.1.72.Final
+io.netty:netty-common:4.1.72.Final
+io.netty:netty-handler-proxy:4.1.72.Final
+io.netty:netty-handler:4.1.72.Final
+io.netty:netty-resolver:4.1.72.Final
+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
+io.netty:netty-tcnative-classes:2.0.46.Final
+io.netty:netty-transport:4.1.72.Final
+io.opencensus:opencensus-api:0.31.0
+io.opencensus:opencensus-contrib-grpc-util:0.31.0
+io.opencensus:opencensus-contrib-http-util:0.31.0
+io.opencensus:opencensus-proto:0.2.0
 io.perfmark:perfmark-api:0.23.0
 it.unimi.dsi:fastutil:6.5.16
 javax.activation:activation:1.1
@@ -215,110 +222,107 @@ javax.activation:javax.activation-api:1.2.0
 javax.annotation:javax.annotation-api:1.3.2
 javax.annotation:jsr250-api:1.0
 javax.inject:javax.inject:1
-javax.jdo:jdo2-api:2.3-eb
-javax.mail:mail:1.4
+javax.jdo:jdo2-api:2.3-20090302111651
+javax.mail:mail:1.5.0-b01
 javax.persistence:javax.persistence-api:2.2
 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
 javax.validation:validation-api:1.0.0.GA
 javax.xml.bind:jaxb-api:2.3.1
 jline:jline:1.0
 joda-time:joda-time:2.10.10
 junit:junit:4.13.2
 net.arnx:nashorn-promise:0.1.1
-net.bytebuddy:byte-buddy-agent:1.10.19
-net.bytebuddy:byte-buddy:1.10.19
-net.java.dev.jna:jna:5.5.0
+net.bytebuddy:byte-buddy-agent:1.12.9
+net.bytebuddy:byte-buddy:1.12.9
+net.java.dev.jna:jna:5.8.0
 org.apache.arrow:arrow-format:5.0.0
 org.apache.arrow:arrow-memory-core:5.0.0
 org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.34.0
-org.apache.beam:beam-model-job-management:2.34.0
-org.apache.beam:beam-model-pipeline:2.34.0
-org.apache.beam:beam-runners-core-construction-java:2.34.0
-org.apache.beam:beam-runners-core-java:2.34.0
-org.apache.beam:beam-runners-direct-java:2.34.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.34.0
-org.apache.beam:beam-runners-java-fn-execution:2.34.0
-org.apache.beam:beam-sdks-java-core:2.34.0
-org.apache.beam:beam-sdks-java-expansion-service:2.34.0
-org.apache.beam:beam-sdks-java-extensions-arrow:2.34.0
-org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.34.0
-org.apache.beam:beam-sdks-java-extensions-protobuf:2.34.0
-org.apache.beam:beam-sdks-java-fn-execution:2.34.0
-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.34.0
-org.apache.beam:beam-sdks-java-io-kafka:2.34.0
+org.apache.beam:beam-model-fn-execution:2.38.0
+org.apache.beam:beam-model-job-management:2.38.0
+org.apache.beam:beam-model-pipeline:2.38.0
+org.apache.beam:beam-runners-core-construction-java:2.38.0
+org.apache.beam:beam-runners-core-java:2.38.0
+org.apache.beam:beam-runners-direct-java:2.38.0
+org.apache.beam:beam-runners-google-cloud-dataflow-java:2.38.0
+org.apache.beam:beam-runners-java-fn-execution:2.38.0
+org.apache.beam:beam-sdks-java-core:2.38.0
+org.apache.beam:beam-sdks-java-expansion-service:2.38.0
+org.apache.beam:beam-sdks-java-extensions-arrow:2.38.0
+org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.38.0
+org.apache.beam:beam-sdks-java-extensions-protobuf:2.38.0
+org.apache.beam:beam-sdks-java-fn-execution:2.38.0
+org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.38.0
+org.apache.beam:beam-sdks-java-io-kafka:2.38.0
 org.apache.beam:beam-vendor-bytebuddy-1_11_0:0.1
-org.apache.beam:beam-vendor-grpc-1_36_0:0.2
+org.apache.beam:beam-vendor-grpc-1_43_2:0.1
 org.apache.beam:beam-vendor-guava-26_0-jre:0.1
-org.apache.commons:commons-compress:1.20
+org.apache.commons:commons-compress:1.21
 org.apache.commons:commons-exec:1.3
-org.apache.commons:commons-lang3:3.8.1
-org.apache.commons:commons-text:1.6
-org.apache.ftpserver:ftplet-api:1.0.6
-org.apache.ftpserver:ftpserver-core:1.0.6
+org.apache.commons:commons-lang3:3.11
+org.apache.commons:commons-text:1.9
+org.apache.ftpserver:ftplet-api:1.2.0
+org.apache.ftpserver:ftpserver-core:1.2.0
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.apache.mina:mina-core:2.0.4
+org.apache.httpcomponents:httpcore:4.4.15
+org.apache.mina:mina-core:2.1.6
 org.apache.sshd:sshd-core:2.0.0
 org.apache.sshd:sshd-scp:2.0.0
 org.apache.sshd:sshd-sftp:2.0.0
-org.apache.tomcat:tomcat-annotations-api:8.0.5
-org.apiguardian:apiguardian-api:1.1.0
-org.bouncycastle:bcpg-jdk15on:1.61
-org.bouncycastle:bcpkix-jdk15on:1.61
-org.bouncycastle:bcprov-jdk15on:1.61
+org.apache.tomcat:tomcat-annotations-api:10.1.0-M14
+org.bouncycastle:bcpg-jdk15on:1.67
+org.bouncycastle:bcpkix-jdk15on:1.67
+org.bouncycastle:bcprov-jdk15on:1.67
 org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.18.0
+org.checkerframework:checker-qual:3.21.4
 org.codehaus.jackson:jackson-core-asl:1.9.13
 org.codehaus.jackson:jackson-mapper-asl:1.9.13
-org.codehaus.mojo:animal-sniffer-annotations:1.20
+org.codehaus.mojo:animal-sniffer-annotations:1.21
 org.conscrypt:conscrypt-openjdk-uber:2.5.1
-org.dom4j:dom4j:2.1.3
 org.easymock:easymock:3.0
-org.flywaydb:flyway-core:5.2.4
+org.flywaydb:flyway-core:8.5.10
 org.glassfish.jaxb:jaxb-runtime:2.3.1
 org.glassfish.jaxb:txw2:2.3.1
 org.hamcrest:hamcrest-core:2.2
 org.hamcrest:hamcrest-library:2.2
 org.hamcrest:hamcrest:2.2
 org.hibernate.common:hibernate-commons-annotations:5.1.2.Final
-org.hibernate:hibernate-core:5.4.23.Final
-org.hibernate:hibernate-hikaricp:5.4.23.Final
-org.javassist:javassist:3.24.0-GA
-org.jboss.logging:jboss-logging:3.4.1.Final
+org.hibernate:hibernate-core:5.6.8.Final
+org.hibernate:hibernate-hikaricp:5.6.8.Final
+org.jboss.logging:jboss-logging:3.4.3.Final
 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
-org.jboss:jandex:2.1.3.Final
+org.jboss:jandex:2.4.2.Final
+org.jetbrains:annotations:17.0.0
 org.joda:joda-money:1.0.1
 org.json:json:20200518
-org.jsoup:jsoup:1.13.1
-org.junit-pioneer:junit-pioneer:0.7.0
-org.junit.jupiter:junit-jupiter-api:5.7.0
-org.junit.jupiter:junit-jupiter-engine:5.7.0
-org.junit.jupiter:junit-jupiter-migrationsupport:5.7.0
-org.junit.jupiter:junit-jupiter-params:5.7.0
-org.junit.platform:junit-platform-commons:1.7.0
-org.junit.platform:junit-platform-engine:1.7.0
-org.junit.platform:junit-platform-launcher:1.7.0
-org.junit.platform:junit-platform-runner:1.7.0
-org.junit.platform:junit-platform-suite-api:1.7.0
-org.junit:junit-bom:5.7.0
+org.jsoup:jsoup:1.14.3
+org.junit-pioneer:junit-pioneer:1.7.0
+org.junit.jupiter:junit-jupiter-api:5.8.2
+org.junit.jupiter:junit-jupiter-engine:5.8.2
+org.junit.jupiter:junit-jupiter-migrationsupport:5.8.2
+org.junit.jupiter:junit-jupiter-params:5.8.2
+org.junit.platform:junit-platform-commons:1.8.2
+org.junit.platform:junit-platform-engine:1.8.2
+org.junit.platform:junit-platform-launcher:1.8.2
+org.junit.platform:junit-platform-runner:1.8.2
+org.junit.platform:junit-platform-suite-api:1.8.2
+org.junit.platform:junit-platform-suite-commons:1.8.2
+org.junit:junit-bom:5.8.2
 org.jvnet.staxex:stax-ex:1.8
-org.mockito:mockito-core:3.7.7
-org.mockito:mockito-junit-jupiter:3.7.7
+org.mockito:mockito-core:4.5.1
+org.mockito:mockito-junit-jupiter:4.5.1
 org.mortbay.jetty:jetty-util:6.1.26
 org.mortbay.jetty:jetty:6.1.26
-org.objenesis:objenesis:3.1
+org.objenesis:objenesis:3.2
 org.opentest4j:opentest4j:1.2.0
-org.ow2.asm:asm-analysis:9.1
-org.ow2.asm:asm-commons:9.0
-org.ow2.asm:asm-tree:9.1
-org.ow2.asm:asm-util:9.1
-org.ow2.asm:asm:9.1
-org.postgresql:postgresql:42.2.18
+org.ow2.asm:asm-analysis:9.2
+org.ow2.asm:asm-commons:9.2
+org.ow2.asm:asm-tree:9.2
+org.ow2.asm:asm-util:9.2
+org.ow2.asm:asm:9.2
+org.postgresql:postgresql:42.3.4
 org.rnorth.duct-tape:duct-tape:1.0.8
-org.rnorth.visible-assertions:visible-assertions:2.1.2
 org.seleniumhq.selenium:selenium-api:3.141.59
 org.seleniumhq.selenium:selenium-chrome-driver:3.141.59
 org.seleniumhq.selenium:selenium-edge-driver:3.141.59
@@ -331,22 +335,22 @@ org.seleniumhq.selenium:selenium-safari-driver:3.141.59
 org.seleniumhq.selenium:selenium-support:3.141.59
 org.slf4j:jcl-over-slf4j:1.7.30
 org.slf4j:jul-to-slf4j:1.7.30
-org.slf4j:slf4j-api:1.7.30
-org.slf4j:slf4j-jdk14:1.7.28
+org.slf4j:slf4j-api:2.0.0-alpha7
+org.slf4j:slf4j-jdk14:2.0.0-alpha7
 org.springframework:spring-core:4.3.18.RELEASE
 org.springframework:spring-expression:4.3.18.RELEASE
-org.testcontainers:database-commons:1.15.2
-org.testcontainers:jdbc:1.15.2
-org.testcontainers:junit-jupiter:1.15.2
-org.testcontainers:postgresql:1.15.2
-org.testcontainers:selenium:1.15.2
-org.testcontainers:testcontainers:1.15.2
-org.threeten:threetenbp:1.5.1
+org.testcontainers:database-commons:1.17.1
+org.testcontainers:jdbc:1.17.1
+org.testcontainers:junit-jupiter:1.17.1
+org.testcontainers:postgresql:1.17.1
+org.testcontainers:selenium:1.17.1
+org.testcontainers:testcontainers:1.17.1
+org.threeten:threetenbp:1.6.0
 org.tukaani:xz:1.5
 org.w3c.css:sac:1.3
-org.webjars.npm:viz.js-for-graphviz-java:2.1.3
+org.webjars.npm:viz.js-graphviz-java:2.1.3
 org.xerial.snappy:snappy-java:1.1.8.4
-org.yaml:snakeyaml:1.27
+org.yaml:snakeyaml:1.30
 us.fatehi:schemacrawler-api:16.10.1
 us.fatehi:schemacrawler-diagram:16.10.1
 us.fatehi:schemacrawler-tools:16.10.1

core/src/main/java/google/registry/backup/BackupModule.java

@@ -21,6 +21,7 @@ import static google.registry.backup.ExportCommitLogDiffAction.UPPER_CHECKPOINT_
 import static google.registry.backup.RestoreCommitLogsAction.BUCKET_OVERRIDE_PARAM;
 import static google.registry.backup.RestoreCommitLogsAction.FROM_TIME_PARAM;
 import static google.registry.backup.RestoreCommitLogsAction.TO_TIME_PARAM;
+import static google.registry.backup.SyncDatastoreToSqlSnapshotAction.SQL_SNAPSHOT_ID_PARAM;
 import static google.registry.request.RequestParameters.extractOptionalParameter;
 import static google.registry.request.RequestParameters.extractRequiredDatetimeParameter;
 import static google.registry.request.RequestParameters.extractRequiredParameter;
@@ -98,6 +99,12 @@ public final class BackupModule {
     return extractRequiredDatetimeParameter(req, TO_TIME_PARAM);
   }
 
+  @Provides
+  @Parameter(SQL_SNAPSHOT_ID_PARAM)
+  static String provideSqlSnapshotId(HttpServletRequest req) {
+    return extractRequiredParameter(req, SQL_SNAPSHOT_ID_PARAM);
+  }
+
   @Provides
   @Backups
   static ListeningExecutorService provideListeningExecutorService() {

core/src/main/java/google/registry/backup/CommitLogCheckpointAction.java

@@ -17,7 +17,7 @@ package google.registry.backup;
 import static google.registry.backup.ExportCommitLogDiffAction.LOWER_CHECKPOINT_TIME_PARAM;
 import static google.registry.backup.ExportCommitLogDiffAction.UPPER_CHECKPOINT_TIME_PARAM;
 import static google.registry.model.ofy.ObjectifyService.auditedOfy;
-import static google.registry.persistence.transaction.TransactionManagerFactory.tm;
+import static google.registry.persistence.transaction.TransactionManagerFactory.ofyTm;
 import static google.registry.util.DateTimeUtils.isBeforeOrAt;
 
 import com.google.common.collect.ImmutableMultimap;
@@ -28,10 +28,11 @@ import google.registry.model.ofy.CommitLogCheckpointRoot;
 import google.registry.request.Action;
 import google.registry.request.Action.Service;
 import google.registry.request.auth.Auth;
-import google.registry.util.Clock;
 import google.registry.util.CloudTasksUtils;
+import java.util.Optional;
 import javax.inject.Inject;
 import org.joda.time.DateTime;
+import org.joda.time.Duration;
 
 /**
  * Action that saves commit log checkpoints to Datastore and kicks off a diff export task.
@@ -56,7 +57,22 @@ public final class CommitLogCheckpointAction implements Runnable {
 
   private static final String QUEUE_NAME = "export-commits";
 
-  @Inject Clock clock;
+  /**
+   * The amount of time enqueueing should be delayed.
+   *
+   * <p>The {@link ExportCommitLogDiffAction} is enqueued in {@link CommitLogCheckpointAction},
+   * which is inside a Datastore transaction that persists the checkpoint to be exported. After the
+   * switch to CloudTasks API, the task may be invoked before the Datastore transaction commits.
+   * When this happens, the checkpoint is not found which leads to {@link
+   * com.google.common.base.VerifyException}.
+   *
+   * <p>In order to invoke the task after the transaction commits, a reasonable delay should be
+   * added to each task. The latency of the request is mostly in the range of 4-6 seconds; Choosing
+   * a value 30% greater than the upper bound should solve the issue invoking a task before the
+   * transaction commits.
+   */
+  static final Duration ENQUEUE_DELAY_SECONDS = Duration.standardSeconds(8);
+
   @Inject CommitLogCheckpointStrategy strategy;
   @Inject CloudTasksUtils cloudTasksUtils;
 
@@ -64,32 +80,48 @@ public final class CommitLogCheckpointAction implements Runnable {
 
   @Override
   public void run() {
+    createCheckPointAndStartAsyncExport();
+  }
+
+  /**
+   * Creates a {@link CommitLogCheckpoint} and initiates an asynchronous export task.
+   *
+   * @return the {@code CommitLogCheckpoint} to be exported
+   */
+  public Optional<CommitLogCheckpoint> createCheckPointAndStartAsyncExport() {
     final CommitLogCheckpoint checkpoint = strategy.computeCheckpoint();
     logger.atInfo().log(
         "Generated candidate checkpoint for time: %s", checkpoint.getCheckpointTime());
-    tm().transact(
-            () -> {
-              DateTime lastWrittenTime = CommitLogCheckpointRoot.loadRoot().getLastWrittenTime();
-              if (isBeforeOrAt(checkpoint.getCheckpointTime(), lastWrittenTime)) {
-                logger.atInfo().log(
-                    "Newer checkpoint already written at time: %s", lastWrittenTime);
-                return;
-              }
-              auditedOfy()
-                  .saveIgnoringReadOnlyWithoutBackup()
-                  .entities(
-                      checkpoint, CommitLogCheckpointRoot.create(checkpoint.getCheckpointTime()));
-              // Enqueue a diff task between previous and current checkpoints.
-              cloudTasksUtils.enqueue(
-                  QUEUE_NAME,
-                  CloudTasksUtils.createPostTask(
-                      ExportCommitLogDiffAction.PATH,
-                      Service.BACKEND.toString(),
-                      ImmutableMultimap.of(
-                          LOWER_CHECKPOINT_TIME_PARAM,
-                          lastWrittenTime.toString(),
-                          UPPER_CHECKPOINT_TIME_PARAM,
-                          checkpoint.getCheckpointTime().toString())));
-            });
+    boolean isCheckPointPersisted =
+        ofyTm()
+            .transact(
+                () -> {
+                  DateTime lastWrittenTime =
+                      CommitLogCheckpointRoot.loadRoot().getLastWrittenTime();
+                  if (isBeforeOrAt(checkpoint.getCheckpointTime(), lastWrittenTime)) {
+                    logger.atInfo().log(
+                        "Newer checkpoint already written at time: %s", lastWrittenTime);
+                    return false;
+                  }
+                  auditedOfy()
+                      .saveIgnoringReadOnlyWithoutBackup()
+                      .entities(
+                          checkpoint,
+                          CommitLogCheckpointRoot.create(checkpoint.getCheckpointTime()));
+                  // Enqueue a diff task between previous and current checkpoints.
+                  cloudTasksUtils.enqueue(
+                      QUEUE_NAME,
+                      cloudTasksUtils.createPostTaskWithDelay(
+                          ExportCommitLogDiffAction.PATH,
+                          Service.BACKEND.toString(),
+                          ImmutableMultimap.of(
+                              LOWER_CHECKPOINT_TIME_PARAM,
+                              lastWrittenTime.toString(),
+                              UPPER_CHECKPOINT_TIME_PARAM,
+                              checkpoint.getCheckpointTime().toString()),
+                          ENQUEUE_DELAY_SECONDS));
+                  return true;
+                });
+    return isCheckPointPersisted ? Optional.of(checkpoint) : Optional.empty();
   }
 }

core/src/main/java/google/registry/backup/DeleteOldCommitLogsAction.java

@@ -18,7 +18,7 @@ import static com.google.common.base.Preconditions.checkNotNull;
 import static com.google.common.base.Preconditions.checkState;
 import static google.registry.mapreduce.MapreduceRunner.PARAM_DRY_RUN;
 import static google.registry.model.ofy.ObjectifyService.auditedOfy;
-import static google.registry.persistence.transaction.TransactionManagerFactory.tm;
+import static google.registry.persistence.transaction.TransactionManagerFactory.ofyTm;
 import static java.lang.Boolean.FALSE;
 import static java.lang.Boolean.TRUE;
 
@@ -288,7 +288,8 @@ public final class DeleteOldCommitLogsAction implements Runnable {
       }
 
       DeletionResult deletionResult =
-          tm().transactNew(
+          ofyTm()
+              .transactNew(
                   () -> {
                     CommitLogManifest manifest = auditedOfy().load().key(manifestKey).now();
                     // It is possible that the same manifestKey was run twice, if a shard had to be

core/src/main/java/google/registry/backup/ReplayCommitLogsToSqlAction.java

@@ -76,7 +76,10 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
-  private static final Duration LEASE_LENGTH = standardHours(1);
+  public static final String REPLAY_TO_SQL_LOCK_NAME =
+      ReplayCommitLogsToSqlAction.class.getSimpleName();
+
+  public static final Duration REPLAY_TO_SQL_LOCK_LEASE_LENGTH = standardHours(1);
   // Stop / pause where we are if we've been replaying for more than five minutes to avoid GAE
   // request timeouts
   private static final Duration REPLAY_TIMEOUT_DURATION = Duration.standardMinutes(5);
@@ -115,7 +118,11 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
     }
     Optional<Lock> lock =
         Lock.acquireSql(
-            this.getClass().getSimpleName(), null, LEASE_LENGTH, requestStatusChecker, false);
+            REPLAY_TO_SQL_LOCK_NAME,
+            null,
+            REPLAY_TO_SQL_LOCK_LEASE_LENGTH,
+            requestStatusChecker,
+            false);
     if (!lock.isPresent()) {
       String message = "Can't acquire SQL commit log replay lock, aborting.";
       logger.atSevere().log(message);

core/src/main/java/google/registry/backup/SyncDatastoreToSqlSnapshotAction.java

@@ -0,0 +1,187 @@
+// Copyright 2022 The Nomulus Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package google.registry.backup;
+
+import static javax.servlet.http.HttpServletResponse.SC_INTERNAL_SERVER_ERROR;
+import static javax.servlet.http.HttpServletResponse.SC_OK;
+
+import com.google.common.flogger.FluentLogger;
+import google.registry.beam.comparedb.LatestDatastoreSnapshotFinder;
+import google.registry.config.RegistryConfig.Config;
+import google.registry.model.annotations.DeleteAfterMigration;
+import google.registry.model.ofy.CommitLogCheckpoint;
+import google.registry.model.replay.ReplicateToDatastoreAction;
+import google.registry.request.Action;
+import google.registry.request.Action.Service;
+import google.registry.request.Parameter;
+import google.registry.request.Response;
+import google.registry.request.auth.Auth;
+import google.registry.util.Sleeper;
+import java.io.ByteArrayOutputStream;
+import java.io.PrintStream;
+import java.util.Optional;
+import javax.inject.Inject;
+import org.joda.time.DateTime;
+import org.joda.time.Duration;
+
+/**
+ * Synchronizes Datastore to a given SQL snapshot when SQL is the primary database.
+ *
+ * <p>The caller takes the responsibility for:
+ *
+ * <ul>
+ *   <li>verifying the current migration stage
+ *   <li>acquiring the {@link ReplicateToDatastoreAction#REPLICATE_TO_DATASTORE_LOCK_NAME
+ *       replication lock}, and
+ *   <li>while holding the lock, creating an SQL snapshot and invoking this action with the snapshot
+ *       id
+ * </ul>
+ *
+ * The caller may release the replication lock upon receiving the response from this action. Please
+ * refer to {@link google.registry.tools.ValidateDatastoreCommand} for more information on usage.
+ *
+ * <p>This action plays SQL transactions up to the user-specified snapshot, creates a new CommitLog
+ * checkpoint, and exports all CommitLogs to GCS up to this checkpoint. The timestamp of this
+ * checkpoint can be used to recreate a Datastore snapshot that is equivalent to the given SQL
+ * snapshot. If this action succeeds, the checkpoint timestamp is included in the response (the
+ * format of which is defined by {@link #SUCCESS_RESPONSE_TEMPLATE}).
+ */
+@Action(
+    service = Service.BACKEND,
+    path = SyncDatastoreToSqlSnapshotAction.PATH,
+    method = Action.Method.POST,
+    auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
+public class SyncDatastoreToSqlSnapshotAction implements Runnable {
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
+  public static final String PATH = "/_dr/task/syncDatastoreToSqlSnapshot";
+
+  public static final String SUCCESS_RESPONSE_TEMPLATE =
+      "Datastore is up-to-date with provided SQL snapshot (%s). CommitLog timestamp is (%s).";
+
+  static final String SQL_SNAPSHOT_ID_PARAM = "sqlSnapshotId";
+
+  private static final int COMMITLOGS_PRESENCE_CHECK_ATTEMPTS = 10;
+  private static final Duration COMMITLOGS_PRESENCE_CHECK_DELAY = Duration.standardSeconds(6);
+
+  private final Response response;
+  private final Sleeper sleeper;
+
+  @Config("commitLogGcsBucket")
+  private final String gcsBucket;
+
+  private final GcsDiffFileLister gcsDiffFileLister;
+  private final LatestDatastoreSnapshotFinder datastoreSnapshotFinder;
+  private final CommitLogCheckpointAction commitLogCheckpointAction;
+  private final String sqlSnapshotId;
+
+  @Inject
+  SyncDatastoreToSqlSnapshotAction(
+      Response response,
+      Sleeper sleeper,
+      @Config("commitLogGcsBucket") String gcsBucket,
+      GcsDiffFileLister gcsDiffFileLister,
+      LatestDatastoreSnapshotFinder datastoreSnapshotFinder,
+      CommitLogCheckpointAction commitLogCheckpointAction,
+      @Parameter(SQL_SNAPSHOT_ID_PARAM) String sqlSnapshotId) {
+    this.response = response;
+    this.sleeper = sleeper;
+    this.gcsBucket = gcsBucket;
+    this.gcsDiffFileLister = gcsDiffFileLister;
+    this.datastoreSnapshotFinder = datastoreSnapshotFinder;
+    this.commitLogCheckpointAction = commitLogCheckpointAction;
+    this.sqlSnapshotId = sqlSnapshotId;
+  }
+
+  @Override
+  public void run() {
+    logger.atInfo().log("Datastore validation invoked. SqlSnapshotId is %s.", sqlSnapshotId);
+
+    try {
+      CommitLogCheckpoint checkpoint = ensureDatabasesComparable(sqlSnapshotId);
+      response.setStatus(SC_OK);
+      response.setPayload(
+          String.format(SUCCESS_RESPONSE_TEMPLATE, sqlSnapshotId, checkpoint.getCheckpointTime()));
+      return;
+    } catch (Throwable e) {
+      logger.atSevere().withCause(e).log("Failed to sync Datastore to SQL.");
+      response.setStatus(SC_INTERNAL_SERVER_ERROR);
+      response.setPayload(getStackTrace(e));
+    }
+  }
+
+  private static String getStackTrace(Throwable e) {
+    try {
+      ByteArrayOutputStream bis = new ByteArrayOutputStream();
+      PrintStream printStream = new PrintStream(bis);
+      e.printStackTrace(printStream);
+      printStream.close();
+      return bis.toString();
+    } catch (RuntimeException re) {
+      return re.getMessage();
+    }
+  }
+
+  private CommitLogCheckpoint ensureDatabasesComparable(String sqlSnapshotId) {
+    // Replicate SQL transaction to Datastore, up to when this snapshot is taken.
+    int playbacks = ReplicateToDatastoreAction.replayAllTransactions(Optional.of(sqlSnapshotId));
+    logger.atInfo().log("Played %s SQL transactions.", playbacks);
+
+    Optional<CommitLogCheckpoint> checkpoint = exportCommitLogs();
+    if (!checkpoint.isPresent()) {
+      throw new RuntimeException("Cannot create CommitLog checkpoint");
+    }
+    logger.atInfo().log(
+        "CommitLog checkpoint created at %s.", checkpoint.get().getCheckpointTime());
+    verifyCommitLogsPersisted(checkpoint.get());
+    return checkpoint.get();
+  }
+
+  private Optional<CommitLogCheckpoint> exportCommitLogs() {
+    // Trigger an async CommitLog export to GCS. Will check file availability later.
+    // Although we can add support to synchronous execution, it can disrupt the export cadence
+    // when the system is busy
+    Optional<CommitLogCheckpoint> checkpoint =
+        commitLogCheckpointAction.createCheckPointAndStartAsyncExport();
+
+    // Failure to create checkpoint most likely caused by race with cron-triggered checkpointing.
+    // Retry once.
+    if (!checkpoint.isPresent()) {
+      commitLogCheckpointAction.createCheckPointAndStartAsyncExport();
+    }
+    return checkpoint;
+  }
+
+  private void verifyCommitLogsPersisted(CommitLogCheckpoint checkpoint) {
+    DateTime exportStartTime =
+        datastoreSnapshotFinder
+            .getSnapshotInfo(checkpoint.getCheckpointTime().toInstant())
+            .exportInterval()
+            .getStart();
+    logger.atInfo().log("Found Datastore export at %s", exportStartTime);
+    for (int attempts = 0; attempts < COMMITLOGS_PRESENCE_CHECK_ATTEMPTS; attempts++) {
+      try {
+        gcsDiffFileLister.listDiffFiles(gcsBucket, exportStartTime, checkpoint.getCheckpointTime());
+        return;
+      } catch (IllegalStateException e) {
+        // Gap in commitlog files. Fall through to sleep and retry.
+        logger.atInfo().log("Commitlog files not yet found on GCS.");
+      }
+      sleeper.sleepInterruptibly(COMMITLOGS_PRESENCE_CHECK_DELAY);
+    }
+    throw new RuntimeException("Cannot find all commitlog files.");
+  }
+}

core/src/main/java/google/registry/batch/AsyncTaskEnqueuer.java

@@ -22,15 +22,17 @@ import com.google.appengine.api.taskqueue.TaskOptions;
 import com.google.appengine.api.taskqueue.TaskOptions.Method;
 import com.google.appengine.api.taskqueue.TransientFailureException;
 import com.google.common.base.Joiner;
+import com.google.common.collect.ArrayListMultimap;
 import com.google.common.collect.ImmutableSortedSet;
+import com.google.common.collect.Multimap;
 import com.google.common.flogger.FluentLogger;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.model.EppResource;
-import google.registry.model.domain.RegistryLock;
 import google.registry.model.eppcommon.Trid;
 import google.registry.model.host.HostResource;
 import google.registry.persistence.VKey;
-import google.registry.util.AppEngineServiceUtils;
+import google.registry.request.Action.Service;
+import google.registry.util.CloudTasksUtils;
 import google.registry.util.Retrier;
 import javax.inject.Inject;
 import javax.inject.Named;
@@ -59,25 +61,23 @@ public final class AsyncTaskEnqueuer {
   private static final Duration MAX_ASYNC_ETA = Duration.standardDays(30);
 
   private final Duration asyncDeleteDelay;
-  private final Queue asyncActionsPushQueue;
   private final Queue asyncDeletePullQueue;
   private final Queue asyncDnsRefreshPullQueue;
-  private final AppEngineServiceUtils appEngineServiceUtils;
   private final Retrier retrier;
 
+  private CloudTasksUtils cloudTasksUtils;
+
   @Inject
   public AsyncTaskEnqueuer(
-      @Named(QUEUE_ASYNC_ACTIONS) Queue asyncActionsPushQueue,
       @Named(QUEUE_ASYNC_DELETE) Queue asyncDeletePullQueue,
       @Named(QUEUE_ASYNC_HOST_RENAME) Queue asyncDnsRefreshPullQueue,
       @Config("asyncDeleteFlowMapreduceDelay") Duration asyncDeleteDelay,
-      AppEngineServiceUtils appEngineServiceUtils,
+      CloudTasksUtils cloudTasksUtils,
       Retrier retrier) {
-    this.asyncActionsPushQueue = asyncActionsPushQueue;
     this.asyncDeletePullQueue = asyncDeletePullQueue;
     this.asyncDnsRefreshPullQueue = asyncDnsRefreshPullQueue;
     this.asyncDeleteDelay = asyncDeleteDelay;
-    this.appEngineServiceUtils = appEngineServiceUtils;
+    this.cloudTasksUtils = cloudTasksUtils;
     this.retrier = retrier;
   }
 
@@ -103,19 +103,17 @@ public final class AsyncTaskEnqueuer {
           entityKey, firstResave, MAX_ASYNC_ETA);
       return;
     }
-    logger.atInfo().log("Enqueuing async re-save of %s to run at %s.", entityKey, whenToResave);
-    String backendHostname = appEngineServiceUtils.getServiceHostname("backend");
-    TaskOptions task =
-        TaskOptions.Builder.withUrl(ResaveEntityAction.PATH)
-            .method(Method.POST)
-            .header("Host", backendHostname)
-            .countdownMillis(etaDuration.getMillis())
-            .param(PARAM_RESOURCE_KEY, entityKey.stringify())
-            .param(PARAM_REQUESTED_TIME, now.toString());
+    Multimap<String, String> params = ArrayListMultimap.create();
+    params.put(PARAM_RESOURCE_KEY, entityKey.stringify());
+    params.put(PARAM_REQUESTED_TIME, now.toString());
     if (whenToResave.size() > 1) {
-      task.param(PARAM_RESAVE_TIMES, Joiner.on(',').join(whenToResave.tailSet(firstResave, false)));
+      params.put(PARAM_RESAVE_TIMES, Joiner.on(',').join(whenToResave.tailSet(firstResave, false)));
     }
-    addTaskToQueueWithRetry(asyncActionsPushQueue, task);
+    logger.atInfo().log("Enqueuing async re-save of %s to run at %s.", entityKey, whenToResave);
+    cloudTasksUtils.enqueue(
+        QUEUE_ASYNC_ACTIONS,
+        cloudTasksUtils.createPostTaskWithDelay(
+            ResaveEntityAction.PATH, Service.BACKEND.toString(), params, etaDuration));
   }
 
   /** Enqueues a task to asynchronously delete a contact or host, by key. */
@@ -152,32 +150,6 @@ public final class AsyncTaskEnqueuer {
             .param(PARAM_REQUESTED_TIME, now.toString()));
   }
 
-  /**
-   * Enqueues a task to asynchronously re-lock a registry-locked domain after it was unlocked.
-   *
-   * <p>Note: the relockDuration must be present on the lock object.
-   */
-  public void enqueueDomainRelock(RegistryLock lock) {
-    checkArgument(
-        lock.getRelockDuration().isPresent(),
-        "Lock with ID %s not configured for relock",
-        lock.getRevisionId());
-    enqueueDomainRelock(lock.getRelockDuration().get(), lock.getRevisionId(), 0);
-  }
-
-  /** Enqueues a task to asynchronously re-lock a registry-locked domain after it was unlocked. */
-  void enqueueDomainRelock(Duration countdown, long lockRevisionId, int previousAttempts) {
-    String backendHostname = appEngineServiceUtils.getServiceHostname("backend");
-    addTaskToQueueWithRetry(
-        asyncActionsPushQueue,
-        TaskOptions.Builder.withUrl(RelockDomainAction.PATH)
-            .method(Method.POST)
-            .header("Host", backendHostname)
-            .param(RelockDomainAction.OLD_UNLOCK_REVISION_ID_PARAM, String.valueOf(lockRevisionId))
-            .param(RelockDomainAction.PREVIOUS_ATTEMPTS_PARAM, String.valueOf(previousAttempts))
-            .countdownMillis(countdown.getMillis()));
-  }
-
   /**
    * Adds a task to a queue with retrying, to avoid aborting the entire flow over a transient issue
    * enqueuing a task.

core/src/main/java/google/registry/batch/BatchModule.java

@@ -112,6 +112,12 @@ public class BatchModule {
         req, ExpandRecurringBillingEventsAction.PARAM_CURSOR_TIME);
   }
 
+  @Provides
+  @Parameter(ResaveAllEppResourcesPipelineAction.PARAM_FAST)
+  static Optional<Boolean> provideIsFast(HttpServletRequest req) {
+    return extractOptionalBooleanParameter(req, ResaveAllEppResourcesPipelineAction.PARAM_FAST);
+  }
+
   @Provides
   @Named(QUEUE_ASYNC_ACTIONS)
   static Queue provideAsyncActionsPushQueue() {

core/src/main/java/google/registry/batch/ExpandRecurringBillingEventsAction.java

@@ -17,6 +17,7 @@ package google.registry.batch;
 import static com.google.common.base.Preconditions.checkArgument;
 import static com.google.common.collect.ImmutableSet.toImmutableSet;
 import static com.google.common.collect.Sets.difference;
+import static com.google.common.collect.Sets.newHashSet;
 import static google.registry.mapreduce.MapreduceRunner.PARAM_DRY_RUN;
 import static google.registry.mapreduce.inputs.EppResourceInputs.createChildEntityInput;
 import static google.registry.model.common.Cursor.CursorType.RECURRING_BILLING;
@@ -36,11 +37,13 @@ import static google.registry.util.DomainNameUtils.getTldFromDomainName;
 import com.google.appengine.tools.mapreduce.Mapper;
 import com.google.appengine.tools.mapreduce.Reducer;
 import com.google.appengine.tools.mapreduce.ReducerInput;
+import com.google.auto.value.AutoValue;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Range;
 import com.google.common.collect.Streams;
 import com.google.common.flogger.FluentLogger;
+import google.registry.config.RegistryConfig.Config;
 import google.registry.mapreduce.MapreduceRunner;
 import google.registry.mapreduce.inputs.NullInput;
 import google.registry.model.ImmutableObject;
@@ -61,6 +64,7 @@ import google.registry.request.Parameter;
 import google.registry.request.Response;
 import google.registry.request.auth.Auth;
 import google.registry.util.Clock;
+import java.util.List;
 import java.util.Optional;
 import java.util.Set;
 import javax.inject.Inject;
@@ -86,6 +90,11 @@ public class ExpandRecurringBillingEventsAction implements Runnable {
 
   @Inject Clock clock;
   @Inject MapreduceRunner mrRunner;
+
+  @Inject
+  @Config("jdbcBatchSize")
+  int batchSize;
+
   @Inject @Parameter(PARAM_DRY_RUN) boolean isDryRun;
   @Inject @Parameter(PARAM_CURSOR_TIME) Optional<DateTime> cursorTimeParam;
   @Inject Response response;
@@ -120,61 +129,116 @@ public class ExpandRecurringBillingEventsAction implements Runnable {
                       ImmutableSet.of(DomainBase.class), ImmutableSet.of(Recurring.class))))
           .sendLinkToMapreduceConsole(response);
     } else {
-      int numBillingEventsSaved =
-          jpaTm()
-              .transact(
-                  () ->
-                      jpaTm()
-                          .query(
-                              "FROM BillingRecurrence "
-                                  + "WHERE eventTime <= :executeTime "
-                                  + "AND eventTime < recurrenceEndTime "
-                                  + "ORDER BY id ASC",
-                              Recurring.class)
-                          .setParameter("executeTime", executeTime)
-                          // Need to get a list from the transaction and then convert it to a stream
-                          // for further processing. If we get a stream directly, each elements gets
-                          // processed downstream eagerly but Hibernate returns a
-                          // ScrollableResultsIterator that cannot be advanced outside the
-                          // transaction, resulting in an exception.
-                          .getResultList())
-              .stream()
-              .map(
-                  recurring ->
-                      jpaTm()
-                          .transact(
-                              () ->
-                                  expandBillingEvent(recurring, executeTime, cursorTime, isDryRun)))
-              .reduce(0, Integer::sum);
-
-      if (!isDryRun) {
-        logger.atInfo().log("Saved OneTime billing events.", numBillingEventsSaved);
-      } else {
-        logger.atInfo().log("Generated OneTime billing events (dry run).", numBillingEventsSaved);
-      }
-      logger.atInfo().log(
-          "Recurring event expansion %s complete for billing event range [%s, %s).",
-          isDryRun ? "(dry run) " : "", cursorTime, executeTime);
-      tm().transact(
-              () -> {
-                // Check for the unlikely scenario where the cursor has been altered during the
-                // expansion.
-                DateTime currentCursorTime =
-                    tm().loadByKeyIfPresent(Cursor.createGlobalVKey(RECURRING_BILLING))
-                        .orElse(Cursor.createGlobal(RECURRING_BILLING, START_OF_TIME))
-                        .getCursorTime();
-                if (!currentCursorTime.equals(persistedCursorTime)) {
-                  throw new IllegalStateException(
-                      String.format(
-                          "Current cursor position %s does not match persisted cursor position %s.",
-                          currentCursorTime, persistedCursorTime));
-                }
-                if (!isDryRun) {
-                  tm().put(Cursor.createGlobal(RECURRING_BILLING, executeTime));
-                }
-              });
+      expandSqlBillingEventsInBatches(executeTime, cursorTime, persistedCursorTime);
     }
   }
+
+  private void expandSqlBillingEventsInBatches(
+      DateTime executeTime, DateTime cursorTime, DateTime persistedCursorTime) {
+    int totalBillingEventsSaved = 0;
+    long maxProcessedRecurrenceId = 0;
+    SqlBatchResults sqlBatchResults;
+
+    do {
+      final long prevMaxProcessedRecurrenceId = maxProcessedRecurrenceId;
+      sqlBatchResults =
+          jpaTm()
+              .transact(
+                  () -> {
+                    Set<String> expandedDomains = newHashSet();
+                    int batchBillingEventsSaved = 0;
+                    long maxRecurrenceId = prevMaxProcessedRecurrenceId;
+                    List<Recurring> recurrings =
+                        jpaTm()
+                            .query(
+                                "FROM BillingRecurrence "
+                                    + "WHERE eventTime <= :executeTime "
+                                    + "AND eventTime < recurrenceEndTime "
+                                    + "AND id > :maxProcessedRecurrenceId "
+                                    + "ORDER BY id ASC",
+                                Recurring.class)
+                            .setParameter("executeTime", executeTime)
+                            .setParameter("maxProcessedRecurrenceId", prevMaxProcessedRecurrenceId)
+                            .setMaxResults(batchSize)
+                            .getResultList();
+                    for (Recurring recurring : recurrings) {
+                      if (expandedDomains.contains(recurring.getTargetId())) {
+                        // On the off chance this batch contains multiple recurrences for the same
+                        // domain (which is actually possible if a given domain is quickly renewed
+                        // multiple times in a row), then short-circuit after the first one is
+                        // processed that involves actually expanding a billing event. This is
+                        // necessary because otherwise we get an "Inserted/updated object reloaded"
+                        // error from Hibernate when those billing events would be loaded
+                        // inside a transaction where they were already written. Note, there is no
+                        // actual further work to be done in this case anyway, not unless it has
+                        // somehow been over a year since this action last ran successfully (and if
+                        // that were somehow true, the remaining billing events would still be
+                        // expanded on subsequent runs).
+                        continue;
+                      }
+                      int billingEventsSaved =
+                          expandBillingEvent(recurring, executeTime, cursorTime, isDryRun);
+                      batchBillingEventsSaved += billingEventsSaved;
+                      if (billingEventsSaved > 0) {
+                        expandedDomains.add(recurring.getTargetId());
+                      }
+                      maxRecurrenceId = Math.max(maxRecurrenceId, recurring.getId());
+                    }
+                    return SqlBatchResults.create(
+                        batchBillingEventsSaved,
+                        maxRecurrenceId,
+                        maxRecurrenceId > prevMaxProcessedRecurrenceId);
+                  });
+      totalBillingEventsSaved += sqlBatchResults.batchBillingEventsSaved();
+      maxProcessedRecurrenceId = sqlBatchResults.maxProcessedRecurrenceId();
+      logger.atInfo().log(
+          "Saved %d billing events in batch with max recurrence id %d.",
+          sqlBatchResults.batchBillingEventsSaved(), maxProcessedRecurrenceId);
+    } while (sqlBatchResults.shouldContinue());
+
+    if (!isDryRun) {
+      logger.atInfo().log("Saved OneTime billing events.", totalBillingEventsSaved);
+    } else {
+      logger.atInfo().log("Generated OneTime billing events (dry run).", totalBillingEventsSaved);
+    }
+    logger.atInfo().log(
+        "Recurring event expansion %s complete for billing event range [%s, %s).",
+        isDryRun ? "(dry run) " : "", cursorTime, executeTime);
+    tm().transact(
+            () -> {
+              // Check for the unlikely scenario where the cursor has been altered during the
+              // expansion.
+              DateTime currentCursorTime =
+                  tm().loadByKeyIfPresent(Cursor.createGlobalVKey(RECURRING_BILLING))
+                      .orElse(Cursor.createGlobal(RECURRING_BILLING, START_OF_TIME))
+                      .getCursorTime();
+              if (!currentCursorTime.equals(persistedCursorTime)) {
+                throw new IllegalStateException(
+                    String.format(
+                        "Current cursor position %s does not match persisted cursor position %s.",
+                        currentCursorTime, persistedCursorTime));
+              }
+              if (!isDryRun) {
+                tm().put(Cursor.createGlobal(RECURRING_BILLING, executeTime));
+              }
+            });
+  }
+
+  @AutoValue
+  abstract static class SqlBatchResults {
+    abstract int batchBillingEventsSaved();
+
+    abstract long maxProcessedRecurrenceId();
+
+    abstract boolean shouldContinue();
+
+    static SqlBatchResults create(
+        int batchBillingEventsSaved, long maxProcessedRecurrenceId, boolean shouldContinue) {
+      return new AutoValue_ExpandRecurringBillingEventsAction_SqlBatchResults(
+          batchBillingEventsSaved, maxProcessedRecurrenceId, shouldContinue);
+    }
+  }
+
   /** Mapper to expand {@link Recurring} billing events into synthetic {@link OneTime} events. */
   public static class ExpandRecurringBillingEventsMapper
       extends Mapper<Recurring, DateTime, DateTime> {

core/src/main/java/google/registry/batch/RefreshDnsOnHostRenameAction.java

@@ -49,6 +49,7 @@ import google.registry.batch.AsyncTaskMetrics.OperationResult;
 import google.registry.dns.DnsQueue;
 import google.registry.mapreduce.MapreduceRunner;
 import google.registry.mapreduce.inputs.NullInput;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.domain.DomainBase;
 import google.registry.model.host.HostResource;
 import google.registry.model.server.Lock;
@@ -79,6 +80,8 @@ import org.joda.time.Duration;
     service = Action.Service.BACKEND,
     path = "/_dr/task/refreshDnsOnHostRename",
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
+@Deprecated
 public class RefreshDnsOnHostRenameAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();

core/src/main/java/google/registry/batch/RelockDomainAction.java

@@ -88,7 +88,6 @@ public class RelockDomainAction implements Runnable {
   private final SendEmailService sendEmailService;
   private final DomainLockUtils domainLockUtils;
   private final Response response;
-  private final AsyncTaskEnqueuer asyncTaskEnqueuer;
 
   @Inject
   public RelockDomainAction(
@@ -99,8 +98,7 @@ public class RelockDomainAction implements Runnable {
       @Config("supportEmail") String supportEmail,
       SendEmailService sendEmailService,
       DomainLockUtils domainLockUtils,
-      Response response,
-      AsyncTaskEnqueuer asyncTaskEnqueuer) {
+      Response response) {
     this.oldUnlockRevisionId = oldUnlockRevisionId;
     this.previousAttempts = previousAttempts;
     this.alertRecipientAddress = alertRecipientAddress;
@@ -109,7 +107,6 @@ public class RelockDomainAction implements Runnable {
     this.sendEmailService = sendEmailService;
     this.domainLockUtils = domainLockUtils;
     this.response = response;
-    this.asyncTaskEnqueuer = asyncTaskEnqueuer;
   }
 
   @Override
@@ -245,8 +242,7 @@ public class RelockDomainAction implements Runnable {
       }
     }
     Duration timeBeforeRetry = previousAttempts < ATTEMPTS_BEFORE_SLOWDOWN ? TEN_MINUTES : ONE_HOUR;
-    asyncTaskEnqueuer.enqueueDomainRelock(
-        timeBeforeRetry, oldUnlockRevisionId, previousAttempts + 1);
+    domainLockUtils.enqueueDomainRelock(timeBeforeRetry, oldUnlockRevisionId, previousAttempts + 1);
   }
 
   private void sendSuccessEmail(RegistryLock oldLock) {

core/src/main/java/google/registry/batch/ResaveAllEppResourcesPipelineAction.java

@@ -0,0 +1,129 @@
+// Copyright 2022 The Nomulus Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package google.registry.batch;
+
+import static google.registry.beam.BeamUtils.createJobName;
+import static javax.servlet.http.HttpServletResponse.SC_INTERNAL_SERVER_ERROR;
+import static javax.servlet.http.HttpServletResponse.SC_OK;
+
+import com.google.api.services.dataflow.Dataflow;
+import com.google.api.services.dataflow.model.LaunchFlexTemplateParameter;
+import com.google.api.services.dataflow.model.LaunchFlexTemplateRequest;
+import com.google.api.services.dataflow.model.LaunchFlexTemplateResponse;
+import com.google.common.collect.ImmutableMap;
+import com.google.common.flogger.FluentLogger;
+import com.google.common.net.MediaType;
+import google.registry.config.RegistryConfig.Config;
+import google.registry.config.RegistryEnvironment;
+import google.registry.request.Action;
+import google.registry.request.Parameter;
+import google.registry.request.Response;
+import google.registry.request.auth.Auth;
+import google.registry.util.Clock;
+import java.util.Optional;
+import javax.inject.Inject;
+
+/**
+ * Starts a Dataflow pipeline that resaves all EPP resources projected to the current time.
+ *
+ * <p>This is useful for a few situations. First, as a fallback option for resource transfers that
+ * have expired pending transfers (this will resolve them), just in case the enqueued action fails.
+ * Second, it will reflect domain autorenews that have happened. Third, it will remove any expired
+ * grace periods.
+ *
+ * <p>There's also the general principle that it's good to have the data in the database remain as
+ * current as is reasonably possible.
+ *
+ * <p>If the <code>?isFast=true</code> query string parameter is passed as true, the pipeline will
+ * only attempt to load, project, and resave entities where we expect one of the previous situations
+ * has occurred. Otherwise, we will load, project, and resave all EPP resources.
+ *
+ * <p>This runs the {@link google.registry.beam.resave.ResaveAllEppResourcesPipeline}.
+ */
+@Action(
+    service = Action.Service.BACKEND,
+    path = ResaveAllEppResourcesPipelineAction.PATH,
+    auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+public class ResaveAllEppResourcesPipelineAction implements Runnable {
+
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
+  static final String PATH = "/_dr/task/resaveAllEppResourcesPipeline";
+  static final String PIPELINE_NAME = "resave_all_epp_resources_pipeline";
+
+  public static final String PARAM_FAST = "fast";
+
+  private final String projectId;
+  private final String jobRegion;
+  private final String stagingBucketUrl;
+  private final boolean fast;
+  private final Clock clock;
+  private final Response response;
+  private final Dataflow dataflow;
+
+  @Inject
+  ResaveAllEppResourcesPipelineAction(
+      @Config("projectId") String projectId,
+      @Config("defaultJobRegion") String jobRegion,
+      @Config("beamStagingBucketUrl") String stagingBucketUrl,
+      @Parameter(PARAM_FAST) Optional<Boolean> fast,
+      Clock clock,
+      Response response,
+      Dataflow dataflow) {
+    this.projectId = projectId;
+    this.jobRegion = jobRegion;
+    this.stagingBucketUrl = stagingBucketUrl;
+    this.fast = fast.orElse(false);
+    this.clock = clock;
+    this.response = response;
+    this.dataflow = dataflow;
+  }
+
+  @Override
+  public void run() {
+    response.setContentType(MediaType.PLAIN_TEXT_UTF_8);
+    logger.atInfo().log("Launching ResaveAllEppResourcesPipeline");
+    try {
+      LaunchFlexTemplateParameter parameter =
+          new LaunchFlexTemplateParameter()
+              .setJobName(createJobName("resave-all-epp-resources", clock))
+              .setContainerSpecGcsPath(
+                  String.format("%s/%s_metadata.json", stagingBucketUrl, PIPELINE_NAME))
+              .setParameters(
+                  new ImmutableMap.Builder<String, String>()
+                      .put(PARAM_FAST, Boolean.toString(fast))
+                      .put("registryEnvironment", RegistryEnvironment.get().name())
+                      .build());
+      LaunchFlexTemplateResponse launchResponse =
+          dataflow
+              .projects()
+              .locations()
+              .flexTemplates()
+              .launch(
+                  projectId,
+                  jobRegion,
+                  new LaunchFlexTemplateRequest().setLaunchParameter(parameter))
+              .execute();
+      logger.atInfo().log("Got response: %s", launchResponse.getJob().toPrettyString());
+      String jobId = launchResponse.getJob().getId();
+      response.setStatus(SC_OK);
+      response.setPayload(String.format("Launched resaveAllEppResources pipeline: %s", jobId));
+    } catch (Exception e) {
+      logger.atSevere().withCause(e).log("Template Launch failed.");
+      response.setStatus(SC_INTERNAL_SERVER_ERROR);
+      response.setPayload(String.format("Pipeline launch failed: %s", e.getMessage()));
+    }
+  }
+}

core/src/main/java/google/registry/beam/common/RegistryJpaIO.java

@@ -23,6 +23,7 @@ import com.google.common.collect.Streams;
 import google.registry.beam.common.RegistryQuery.CriteriaQuerySupplier;
 import google.registry.model.UpdateAutoTimestamp;
 import google.registry.model.UpdateAutoTimestamp.DisableAutoUpdateResource;
+import google.registry.model.common.DatabaseMigrationStateSchedule;
 import google.registry.model.replay.SqlEntity;
 import google.registry.persistence.transaction.JpaTransactionManager;
 import google.registry.persistence.transaction.TransactionManagerFactory;
@@ -234,6 +235,10 @@ public final class RegistryJpaIO {
 
       @ProcessElement
       public void processElement(OutputReceiver<T> outputReceiver) {
+        // Preload the migration schedule into cache, otherwise the cache loading query may happen
+        // before the setDatabaseSnapshot call in the transaction below, causing it to fail.
+        DatabaseMigrationStateSchedule.get();
+
         jpaTm()
             .transactNoRetry(
                 () -> {

core/src/main/java/google/registry/beam/comparedb/DatastoreSnapshots.java

@@ -23,6 +23,7 @@ import com.google.common.collect.ImmutableSet;
 import com.googlecode.objectify.Key;
 import google.registry.backup.VersionedEntity;
 import google.registry.beam.initsql.Transforms;
+import google.registry.model.EppResource;
 import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.billing.BillingEvent;
 import google.registry.model.common.Cursor;
@@ -42,6 +43,7 @@ import google.registry.model.tld.Registry;
 import java.util.Map;
 import java.util.Optional;
 import java.util.Set;
+import javax.annotation.Nullable;
 import org.apache.beam.sdk.Pipeline;
 import org.apache.beam.sdk.transforms.DoFn;
 import org.apache.beam.sdk.transforms.ParDo;
@@ -93,7 +95,8 @@ public final class DatastoreSnapshots {
       String commitLogDir,
       DateTime commitLogFromTime,
       DateTime commitLogToTime,
-      Set<Class<?>> kinds) {
+      Set<Class<?>> kinds,
+      Optional<DateTime> compareStartTime) {
     PCollectionTuple snapshot =
         pipeline.apply(
             "Load Datastore snapshot.",
@@ -112,11 +115,11 @@ public final class DatastoreSnapshots {
         perTypeSnapshots =
             perTypeSnapshots.and(
                 createSqlEntityTupleTag((Class<? extends SqlEntity>) kind),
-                datastoreEntityToPojo(perKindSnapshot, kind.getSimpleName()));
+                datastoreEntityToPojo(perKindSnapshot, kind.getSimpleName(), compareStartTime));
         continue;
       }
       Verify.verify(kind == HistoryEntry.class, "Unexpected Non-SqlEntity class: %s", kind);
-      PCollectionTuple historyEntriesByType = splitHistoryEntry(perKindSnapshot);
+      PCollectionTuple historyEntriesByType = splitHistoryEntry(perKindSnapshot, compareStartTime);
       for (Map.Entry<TupleTag<?>, PCollection<?>> entry :
           historyEntriesByType.getAll().entrySet()) {
         perTypeSnapshots = perTypeSnapshots.and(entry.getKey().getId(), entry.getValue());
@@ -129,7 +132,9 @@ public final class DatastoreSnapshots {
    * Splits a {@link PCollection} of {@link HistoryEntry HistoryEntries} into three collections of
    * its child entities by type.
    */
-  static PCollectionTuple splitHistoryEntry(PCollection<VersionedEntity> historyEntries) {
+  static PCollectionTuple splitHistoryEntry(
+      PCollection<VersionedEntity> historyEntries, Optional<DateTime> compareStartTime) {
+    DateTime nullableStartTime = compareStartTime.orElse(null);
     return historyEntries.apply(
         "Split HistoryEntry by Resource Type",
         ParDo.of(
@@ -138,6 +143,7 @@ public final class DatastoreSnapshots {
                   public void processElement(
                       @Element VersionedEntity historyEntry, MultiOutputReceiver out) {
                     Optional.ofNullable(Transforms.convertVersionedEntityToSqlEntity(historyEntry))
+                        .filter(e -> isEntityIncludedForComparison(e, nullableStartTime))
                         .ifPresent(
                             sqlEntity ->
                                 out.get(createSqlEntityTupleTag(sqlEntity.getClass()))
@@ -155,7 +161,8 @@ public final class DatastoreSnapshots {
    * objects.
    */
   static PCollection<SqlEntity> datastoreEntityToPojo(
-      PCollection<VersionedEntity> entities, String desc) {
+      PCollection<VersionedEntity> entities, String desc, Optional<DateTime> compareStartTime) {
+    DateTime nullableStartTime = compareStartTime.orElse(null);
     return entities.apply(
         "Datastore Entity to Pojo " + desc,
         ParDo.of(
@@ -164,8 +171,23 @@ public final class DatastoreSnapshots {
               public void processElement(
                   @Element VersionedEntity entity, OutputReceiver<SqlEntity> out) {
                 Optional.ofNullable(Transforms.convertVersionedEntityToSqlEntity(entity))
+                    .filter(e -> isEntityIncludedForComparison(e, nullableStartTime))
                     .ifPresent(out::output);
               }
             }));
   }
+
+  static boolean isEntityIncludedForComparison(
+      SqlEntity entity, @Nullable DateTime compareStartTime) {
+    if (compareStartTime == null) {
+      return true;
+    }
+    if (entity instanceof HistoryEntry) {
+      return compareStartTime.isBefore(((HistoryEntry) entity).getModificationTime());
+    }
+    if (entity instanceof EppResource) {
+      return compareStartTime.isBefore(((EppResource) entity).getUpdateTimestamp().getTimestamp());
+    }
+    return true;
+  }
 }

core/src/main/java/google/registry/beam/comparedb/LatestDatastoreSnapshotFinder.java

@@ -53,11 +53,11 @@ public class LatestDatastoreSnapshotFinder {
   }
 
   /**
-   * Finds information of the most recent Datastore snapshot, including the GCS folder of the
-   * exported data files and the start and stop times of the export. The folder of the CommitLogs is
-   * also included in the return.
+   * Finds information of the most recent Datastore snapshot that ends strictly before {@code
+   * exportEndTimeUpperBound}, including the GCS folder of the exported data files and the start and
+   * stop times of the export. The folder of the CommitLogs is also included in the return.
    */
-  public DatastoreSnapshotInfo getSnapshotInfo() {
+  public DatastoreSnapshotInfo getSnapshotInfo(Instant exportEndTimeUpperBound) {
     String bucketName = RegistryConfig.getDatastoreBackupsBucket().substring("gs://".length());
     /**
      * Find the bucket-relative path to the overall metadata file of the last Datastore export.
@@ -65,7 +65,8 @@ public class LatestDatastoreSnapshotFinder {
      * return value is like
      * "2021-11-19T06:00:00_76493/2021-11-19T06:00:00_76493.overall_export_metadata".
      */
-    Optional<String> metaFilePathOptional = findMostRecentExportMetadataFile(bucketName, 2);
+    Optional<String> metaFilePathOptional =
+        findNewestExportMetadataFileBeforeTime(bucketName, exportEndTimeUpperBound, 5);
     if (!metaFilePathOptional.isPresent()) {
       throw new NoSuchElementException("No exports found over the past 2 days.");
     }
@@ -85,8 +86,9 @@ public class LatestDatastoreSnapshotFinder {
   }
 
   /**
-   * Finds the bucket-relative path of the overall export metadata file, in the given bucket,
-   * searching back up to {@code lookBackDays} days, including today.
+   * Finds the latest Datastore export that ends strictly before {@code endTimeUpperBound} and
+   * returns the bucket-relative path of the overall export metadata file, in the given bucket. The
+   * search goes back for up to {@code lookBackDays} days in time, including today.
    *
    * <p>The overall export metadata file is the last file created during a Datastore export. All
    * data has been exported by the creation time of this file. The name of this file, like that of
@@ -95,7 +97,8 @@ public class LatestDatastoreSnapshotFinder {
    * <p>An example return value: {@code
    * 2021-11-19T06:00:00_76493/2021-11-19T06:00:00_76493.overall_export_metadata}.
    */
-  private Optional<String> findMostRecentExportMetadataFile(String bucketName, int lookBackDays) {
+  private Optional<String> findNewestExportMetadataFileBeforeTime(
+      String bucketName, Instant endTimeUpperBound, int lookBackDays) {
     DateTime today = clock.nowUtc();
     for (int day = 0; day < lookBackDays; day++) {
       String dateString = today.minusDays(day).toString("yyyy-MM-dd");
@@ -107,7 +110,11 @@ public class LatestDatastoreSnapshotFinder {
                 .sorted(Comparator.<String>naturalOrder().reversed())
                 .findFirst();
         if (metaFilePath.isPresent()) {
-          return metaFilePath;
+          BlobInfo blobInfo = gcsUtils.getBlobInfo(BlobId.of(bucketName, metaFilePath.get()));
+          Instant exportEndTime = new Instant(blobInfo.getCreateTime());
+          if (exportEndTime.isBefore(endTimeUpperBound)) {
+            return metaFilePath;
+          }
         }
       } catch (IOException ioe) {
         throw new RuntimeException(ioe);
@@ -118,12 +125,12 @@ public class LatestDatastoreSnapshotFinder {
 
   /** Holds information about a Datastore snapshot. */
   @AutoValue
-  abstract static class DatastoreSnapshotInfo {
-    abstract String exportDir();
+  public abstract static class DatastoreSnapshotInfo {
+    public abstract String exportDir();
 
-    abstract String commitLogDir();
+    public abstract String commitLogDir();
 
-    abstract Interval exportInterval();
+    public abstract Interval exportInterval();
 
     static DatastoreSnapshotInfo create(
         String exportDir, String commitLogDir, Interval exportOperationInterval) {

core/src/main/java/google/registry/beam/comparedb/SqlSnapshots.java

@@ -14,15 +14,22 @@
 
 package google.registry.beam.comparedb;
 
+import static com.google.common.base.Preconditions.checkState;
 import static google.registry.beam.comparedb.ValidateSqlUtils.createSqlEntityTupleTag;
 import static google.registry.beam.comparedb.ValidateSqlUtils.getMedianIdForHistoryTable;
 
+import com.google.auto.value.AutoValue;
+import com.google.common.base.Strings;
 import com.google.common.base.Verify;
 import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.ImmutableSetMultimap;
 import com.google.common.collect.Streams;
 import google.registry.beam.common.RegistryJpaIO;
+import google.registry.beam.common.RegistryJpaIO.Read;
+import google.registry.model.EppResource;
+import google.registry.model.UpdateAutoTimestamp;
 import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.billing.BillingEvent;
 import google.registry.model.bulkquery.BulkQueryEntities;
@@ -50,8 +57,10 @@ import google.registry.model.replay.SqlEntity;
 import google.registry.model.reporting.DomainTransactionRecord;
 import google.registry.model.tld.Registry;
 import google.registry.persistence.transaction.CriteriaQueryBuilder;
+import google.registry.util.DateTimeUtils;
 import java.io.Serializable;
 import java.util.Optional;
+import javax.persistence.Entity;
 import org.apache.beam.sdk.Pipeline;
 import org.apache.beam.sdk.transforms.DoFn;
 import org.apache.beam.sdk.transforms.Flatten;
@@ -65,6 +74,7 @@ import org.apache.beam.sdk.values.PCollectionList;
 import org.apache.beam.sdk.values.PCollectionTuple;
 import org.apache.beam.sdk.values.TypeDescriptor;
 import org.apache.beam.sdk.values.TypeDescriptors;
+import org.joda.time.DateTime;
 
 /**
  * Utilities for loading SQL snapshots.
@@ -113,28 +123,48 @@ public final class SqlSnapshots {
   public static PCollectionTuple loadCloudSqlSnapshotByType(
       Pipeline pipeline,
       ImmutableSet<Class<? extends SqlEntity>> sqlEntityTypes,
-      Optional<String> snapshotId) {
+      Optional<String> snapshotId,
+      Optional<DateTime> compareStartTime) {
     PCollectionTuple perTypeSnapshots = PCollectionTuple.empty(pipeline);
     for (Class<? extends SqlEntity> clazz : sqlEntityTypes) {
       if (clazz == DomainBase.class) {
         perTypeSnapshots =
             perTypeSnapshots.and(
                 createSqlEntityTupleTag(DomainBase.class),
-                loadAndAssembleDomainBase(pipeline, snapshotId));
+                loadAndAssembleDomainBase(pipeline, snapshotId, compareStartTime));
         continue;
       }
       if (clazz == DomainHistory.class) {
         perTypeSnapshots =
             perTypeSnapshots.and(
                 createSqlEntityTupleTag(DomainHistory.class),
-                loadAndAssembleDomainHistory(pipeline, snapshotId));
+                loadAndAssembleDomainHistory(pipeline, snapshotId, compareStartTime));
         continue;
       }
       if (clazz == ContactHistory.class) {
         perTypeSnapshots =
             perTypeSnapshots.and(
                 createSqlEntityTupleTag(ContactHistory.class),
-                loadContactHistory(pipeline, snapshotId));
+                loadContactHistory(pipeline, snapshotId, compareStartTime));
+        continue;
+      }
+      if (clazz == HostHistory.class) {
+        perTypeSnapshots =
+            perTypeSnapshots.and(
+                createSqlEntityTupleTag(HostHistory.class),
+                loadHostHistory(
+                    pipeline, snapshotId, compareStartTime.orElse(DateTimeUtils.START_OF_TIME)));
+        continue;
+      }
+      if (EppResource.class.isAssignableFrom(clazz) && compareStartTime.isPresent()) {
+        perTypeSnapshots =
+            perTypeSnapshots.and(
+                createSqlEntityTupleTag(clazz),
+                pipeline.apply(
+                    "SQL Load " + clazz.getSimpleName(),
+                    buildEppResourceQueryWithTimeFilter(
+                            clazz, SqlEntity.class, snapshotId, compareStartTime.get())
+                        .withSnapshot(snapshotId.orElse(null))));
         continue;
       }
       perTypeSnapshots =
@@ -155,20 +185,33 @@ public final class SqlSnapshots {
    * @see BulkQueryEntities
    */
   public static PCollection<SqlEntity> loadAndAssembleDomainBase(
-      Pipeline pipeline, Optional<String> snapshotId) {
+      Pipeline pipeline, Optional<String> snapshotId, Optional<DateTime> compareStartTime) {
     PCollection<KV<String, Serializable>> baseObjects =
-        readAllAndAssignKey(pipeline, DomainBaseLite.class, DomainBaseLite::getRepoId, snapshotId);
+        readAllAndAssignKey(
+            pipeline,
+            DomainBaseLite.class,
+            DomainBaseLite::getRepoId,
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> gracePeriods =
-        readAllAndAssignKey(pipeline, GracePeriod.class, GracePeriod::getDomainRepoId, snapshotId);
+        readAllAndAssignKey(
+            pipeline,
+            GracePeriod.class,
+            GracePeriod::getDomainRepoId,
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> delegationSigners =
         readAllAndAssignKey(
             pipeline,
             DelegationSignerData.class,
             DelegationSignerData::getDomainRepoId,
-            snapshotId);
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> domainHosts =
-        readAllAndAssignKey(pipeline, DomainHost.class, DomainHost::getDomainRepoId, snapshotId);
+        readAllAndAssignKey(
+            pipeline, DomainHost.class, DomainHost::getDomainRepoId, snapshotId, compareStartTime);
 
+    DateTime nullableCompareStartTime = compareStartTime.orElse(null);
     return PCollectionList.of(
             ImmutableList.of(baseObjects, gracePeriods, delegationSigners, domainHosts))
         .apply("SQL Merge DomainBase parts", Flatten.pCollections())
@@ -184,6 +227,14 @@ public final class SqlSnapshots {
                     TypedClassifier partsByType = new TypedClassifier(kv.getValue());
                     ImmutableSet<DomainBaseLite> baseObjects =
                         partsByType.getAllOf(DomainBaseLite.class);
+                    if (nullableCompareStartTime != null) {
+                      Verify.verify(
+                          baseObjects.size() <= 1,
+                          "Found duplicate DomainBaseLite object per repoId: " + kv.getKey());
+                      if (baseObjects.isEmpty()) {
+                        return;
+                      }
+                    }
                     Verify.verify(
                         baseObjects.size() == 1,
                         "Expecting one DomainBaseLite object per repoId: " + kv.getKey());
@@ -205,16 +256,16 @@ public final class SqlSnapshots {
    * <p>This method uses two queries to load data in parallel. This is a performance optimization
    * specifically for the production database.
    */
-  static PCollection<SqlEntity> loadContactHistory(Pipeline pipeline, Optional<String> snapshotId) {
-    long medianId =
-        getMedianIdForHistoryTable("ContactHistory")
-            .orElseThrow(
-                () -> new IllegalStateException("Not a valid database: no ContactHistory."));
+  static PCollection<SqlEntity> loadContactHistory(
+      Pipeline pipeline, Optional<String> snapshotId, Optional<DateTime> compareStartTime) {
+    PartitionedQuery partitionedQuery =
+        buildPartitonedHistoryQuery(ContactHistory.class, compareStartTime);
     PCollection<SqlEntity> part1 =
         pipeline.apply(
             "SQL Load ContactHistory first half",
             RegistryJpaIO.read(
-                    String.format("select c from ContactHistory c where id <= %s", medianId),
+                    partitionedQuery.firstHalfQuery(),
+                    partitionedQuery.parameters(),
                     false,
                     SqlEntity.class::cast)
                 .withSnapshot(snapshotId.orElse(null)));
@@ -222,7 +273,8 @@ public final class SqlSnapshots {
         pipeline.apply(
             "SQL Load ContactHistory second half",
             RegistryJpaIO.read(
-                    String.format("select c from ContactHistory c where id > %s", medianId),
+                    partitionedQuery.secondHalfQuery(),
+                    partitionedQuery.parameters(),
                     false,
                     SqlEntity.class::cast)
                 .withSnapshot(snapshotId.orElse(null)));
@@ -231,6 +283,19 @@ public final class SqlSnapshots {
         .apply("Combine ContactHistory parts", Flatten.pCollections());
   }
 
+  /** Loads all {@link HostHistory} entities from the database. */
+  static PCollection<SqlEntity> loadHostHistory(
+      Pipeline pipeline, Optional<String> snapshotId, DateTime compareStartTime) {
+    return pipeline.apply(
+        "SQL Load HostHistory",
+        RegistryJpaIO.read(
+                "select c from HostHistory c where :compareStartTime  < modificationTime",
+                ImmutableMap.of("compareStartTime", compareStartTime),
+                false,
+                SqlEntity.class::cast)
+            .withSnapshot(snapshotId.orElse(null)));
+  }
+
   /**
    * Bulk-loads all parts of {@link DomainHistory} and assembles them in the pipeline.
    *
@@ -240,16 +305,15 @@ public final class SqlSnapshots {
    * @see BulkQueryEntities
    */
   static PCollection<SqlEntity> loadAndAssembleDomainHistory(
-      Pipeline pipeline, Optional<String> snapshotId) {
-    long medianId =
-        getMedianIdForHistoryTable("DomainHistory")
-            .orElseThrow(
-                () -> new IllegalStateException("Not a valid database: no DomainHistory."));
+      Pipeline pipeline, Optional<String> snapshotId, Optional<DateTime> compareStartTime) {
+    PartitionedQuery partitionedQuery =
+        buildPartitonedHistoryQuery(DomainHistoryLite.class, compareStartTime);
     PCollection<KV<String, Serializable>> baseObjectsPart1 =
         queryAndAssignKey(
             pipeline,
             "first half",
-            String.format("select c from DomainHistory c where id <= %s", medianId),
+            partitionedQuery.firstHalfQuery(),
+            partitionedQuery.parameters(),
             DomainHistoryLite.class,
             compose(DomainHistoryLite::getDomainHistoryId, DomainHistoryId::toString),
             snapshotId);
@@ -257,7 +321,8 @@ public final class SqlSnapshots {
         queryAndAssignKey(
             pipeline,
             "second half",
-            String.format("select c from DomainHistory c where id > %s", medianId),
+            partitionedQuery.secondHalfQuery(),
+            partitionedQuery.parameters(),
             DomainHistoryLite.class,
             compose(DomainHistoryLite::getDomainHistoryId, DomainHistoryId::toString),
             snapshotId);
@@ -266,26 +331,31 @@ public final class SqlSnapshots {
             pipeline,
             GracePeriodHistory.class,
             compose(GracePeriodHistory::getDomainHistoryId, DomainHistoryId::toString),
-            snapshotId);
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> delegationSigners =
         readAllAndAssignKey(
             pipeline,
             DomainDsDataHistory.class,
             compose(DomainDsDataHistory::getDomainHistoryId, DomainHistoryId::toString),
-            snapshotId);
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> domainHosts =
         readAllAndAssignKey(
             pipeline,
             DomainHistoryHost.class,
             compose(DomainHistoryHost::getDomainHistoryId, DomainHistoryId::toString),
-            snapshotId);
+            snapshotId,
+            compareStartTime);
     PCollection<KV<String, Serializable>> transactionRecords =
         readAllAndAssignKey(
             pipeline,
             DomainTransactionRecord.class,
             compose(DomainTransactionRecord::getDomainHistoryId, DomainHistoryId::toString),
-            snapshotId);
+            snapshotId,
+            compareStartTime);
 
+    DateTime nullableCompareStartTime = compareStartTime.orElse(null);
     return PCollectionList.of(
             ImmutableList.of(
                 baseObjectsPart1,
@@ -307,6 +377,15 @@ public final class SqlSnapshots {
                     TypedClassifier partsByType = new TypedClassifier(kv.getValue());
                     ImmutableSet<DomainHistoryLite> baseObjects =
                         partsByType.getAllOf(DomainHistoryLite.class);
+                    if (nullableCompareStartTime != null) {
+                      Verify.verify(
+                          baseObjects.size() <= 1,
+                          "Found duplicate DomainHistoryLite object per domainHistoryId: "
+                              + kv.getKey());
+                      if (baseObjects.isEmpty()) {
+                        return;
+                      }
+                    }
                     Verify.verify(
                         baseObjects.size() == 1,
                         "Expecting one DomainHistoryLite object per domainHistoryId: "
@@ -328,12 +407,19 @@ public final class SqlSnapshots {
       Pipeline pipeline,
       Class<R> type,
       SerializableFunction<R, String> keyFunction,
-      Optional<String> snapshotId) {
+      Optional<String> snapshotId,
+      Optional<DateTime> compareStartTime) {
+    Read<R, R> queryObject;
+    if (compareStartTime.isPresent() && EppResource.class.isAssignableFrom(type)) {
+      queryObject =
+          buildEppResourceQueryWithTimeFilter(type, type, snapshotId, compareStartTime.get());
+    } else {
+      queryObject =
+          RegistryJpaIO.read(() -> CriteriaQueryBuilder.create(type).build())
+              .withSnapshot(snapshotId.orElse(null));
+    }
     return pipeline
-        .apply(
-            "SQL Load " + type.getSimpleName(),
-            RegistryJpaIO.read(() -> CriteriaQueryBuilder.create(type).build())
-                .withSnapshot(snapshotId.orElse(null)))
+        .apply("SQL Load " + type.getSimpleName(), queryObject)
         .apply(
             "Assign Key to " + type.getSimpleName(),
             MapElements.into(
@@ -346,13 +432,15 @@ public final class SqlSnapshots {
       Pipeline pipeline,
       String diffrentiator,
       String jplQuery,
+      ImmutableMap<String, Object> queryParameters,
       Class<R> type,
       SerializableFunction<R, String> keyFunction,
       Optional<String> snapshotId) {
     return pipeline
         .apply(
             "SQL Load " + type.getSimpleName() + " " + diffrentiator,
-            RegistryJpaIO.read(jplQuery, false, type::cast).withSnapshot(snapshotId.orElse(null)))
+            RegistryJpaIO.read(jplQuery, queryParameters, false, type::cast)
+                .withSnapshot(snapshotId.orElse(null)))
         .apply(
             "Assign Key to " + type.getSimpleName() + " " + diffrentiator,
             MapElements.into(
@@ -367,6 +455,71 @@ public final class SqlSnapshots {
     return r -> f2.apply(f1.apply(r));
   }
 
+  static <R, T> Read<R, T> buildEppResourceQueryWithTimeFilter(
+      Class<R> entityType,
+      Class<T> castOutputAsType,
+      Optional<String> snapshotId,
+      DateTime compareStartTime) {
+    String tableName = getJpaEntityName(entityType);
+    String jpql =
+        String.format("select c from %s c where :compareStartTime < updateTimestamp", tableName);
+    return RegistryJpaIO.read(
+            jpql,
+            ImmutableMap.of("compareStartTime", UpdateAutoTimestamp.create(compareStartTime)),
+            false,
+            (R x) -> castOutputAsType.cast(x))
+        .withSnapshot(snapshotId.orElse(null));
+  }
+
+  static PartitionedQuery buildPartitonedHistoryQuery(
+      Class<?> entityType, Optional<DateTime> compareStartTime) {
+    String tableName = getJpaEntityName(entityType);
+    Verify.verify(
+        !Strings.isNullOrEmpty(tableName), "Invalid entity type %s", entityType.getSimpleName());
+    long medianId =
+        getMedianIdForHistoryTable(tableName)
+            .orElseThrow(() -> new IllegalStateException("Not a valid database: no " + tableName));
+    String firstHalfQuery = String.format("select c from %s c where id <= :historyId", tableName);
+    String secondHalfQuery = String.format("select c from %s c where id > :historyId", tableName);
+    if (compareStartTime.isPresent()) {
+      String timeFilter = "  and :compareStartTime  < modificationTime";
+      firstHalfQuery += timeFilter;
+      secondHalfQuery += timeFilter;
+      return PartitionedQuery.createPartitionedQuery(
+          firstHalfQuery,
+          secondHalfQuery,
+          ImmutableMap.of("historyId", medianId, "compareStartTime", compareStartTime.get()));
+    } else {
+      return PartitionedQuery.createPartitionedQuery(
+          firstHalfQuery, secondHalfQuery, ImmutableMap.of("historyId", medianId));
+    }
+  }
+
+  private static String getJpaEntityName(Class entityType) {
+    Entity entityAnnotation = (Entity) entityType.getAnnotation(Entity.class);
+    checkState(
+        entityAnnotation != null, "Unexpected non-entity type %s", entityType.getSimpleName());
+    return Strings.isNullOrEmpty(entityAnnotation.name())
+        ? entityType.getSimpleName()
+        : entityAnnotation.name();
+  }
+
+  /** Contains two queries that partition the target table in two. */
+  @AutoValue
+  abstract static class PartitionedQuery {
+    abstract String firstHalfQuery();
+
+    abstract String secondHalfQuery();
+
+    abstract ImmutableMap<String, Object> parameters();
+
+    public static PartitionedQuery createPartitionedQuery(
+        String firstHalfQuery, String secondHalfQuery, ImmutableMap<String, Object> parameters) {
+      return new AutoValue_SqlSnapshots_PartitionedQuery(
+          firstHalfQuery, secondHalfQuery, parameters);
+    }
+  }
+
   /** Container that receives mixed-typed data and groups them by {@link Class}. */
   static class TypedClassifier {
     private final ImmutableSetMultimap<Class<?>, Object> classifiedEntities;

core/src/main/java/google/registry/beam/comparedb/ValidateDatabasePipeline.java

@@ -0,0 +1,206 @@
+// Copyright 2021 The Nomulus Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package google.registry.beam.comparedb;
+
+import static com.google.common.base.Verify.verify;
+import static org.apache.beam.sdk.values.TypeDescriptors.strings;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.base.Strings;
+import com.google.common.flogger.FluentLogger;
+import google.registry.beam.common.RegistryPipelineOptions;
+import google.registry.beam.common.RegistryPipelineWorkerInitializer;
+import google.registry.beam.comparedb.LatestDatastoreSnapshotFinder.DatastoreSnapshotInfo;
+import google.registry.beam.comparedb.ValidateSqlUtils.CompareSqlEntity;
+import google.registry.model.annotations.DeleteAfterMigration;
+import google.registry.model.domain.DomainBase;
+import google.registry.model.domain.DomainHistory;
+import google.registry.model.replay.SqlEntity;
+import google.registry.persistence.PersistenceModule.JpaTransactionManagerType;
+import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
+import google.registry.util.SystemClock;
+import java.io.Serializable;
+import java.util.Optional;
+import org.apache.beam.sdk.Pipeline;
+import org.apache.beam.sdk.coders.SerializableCoder;
+import org.apache.beam.sdk.io.TextIO;
+import org.apache.beam.sdk.options.PipelineOptionsFactory;
+import org.apache.beam.sdk.transforms.Flatten;
+import org.apache.beam.sdk.transforms.GroupByKey;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.WithKeys;
+import org.apache.beam.sdk.values.PCollectionList;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.TupleTag;
+import org.joda.time.DateTime;
+import org.joda.time.Duration;
+
+/**
+ * Validates the asynchronous data replication process between Datastore and Cloud SQL.
+ *
+ * <p>This pipeline is to be launched by {@link google.registry.tools.ValidateDatastoreCommand} or
+ * {@link google.registry.tools.ValidateSqlCommand}.
+ */
+@DeleteAfterMigration
+public class ValidateDatabasePipeline {
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
+  /** Specifies the extra CommitLogs to load before the start of a Database export. */
+  private static final Duration COMMITLOG_START_TIME_MARGIN = Duration.standardMinutes(10);
+
+  private final ValidateDatabasePipelineOptions options;
+  private final LatestDatastoreSnapshotFinder datastoreSnapshotFinder;
+
+  public ValidateDatabasePipeline(
+      ValidateDatabasePipelineOptions options,
+      LatestDatastoreSnapshotFinder datastoreSnapshotFinder) {
+    this.options = options;
+    this.datastoreSnapshotFinder = datastoreSnapshotFinder;
+  }
+
+  @VisibleForTesting
+  void run(Pipeline pipeline) {
+    DateTime latestCommitLogTime = DateTime.parse(options.getLatestCommitLogTimestamp());
+    DatastoreSnapshotInfo mostRecentExport =
+        datastoreSnapshotFinder.getSnapshotInfo(latestCommitLogTime.toInstant());
+
+    logger.atInfo().log(
+        "Comparing datastore export at %s and commitlog timestamp %s.",
+        mostRecentExport.exportDir(), latestCommitLogTime);
+
+    Optional<String> outputPath =
+        Optional.ofNullable(options.getDiffOutputGcsBucket())
+            .map(
+                bucket ->
+                    String.format(
+                        "gs://%s/validate_database/%s/diffs.txt",
+                        bucket, new SystemClock().nowUtc()));
+    outputPath.ifPresent(path -> logger.atInfo().log("Discrepancies will be logged to %s", path));
+
+    setupPipeline(
+        pipeline,
+        Optional.ofNullable(options.getSqlSnapshotId()),
+        mostRecentExport,
+        latestCommitLogTime,
+        Optional.ofNullable(options.getComparisonStartTimestamp()).map(DateTime::parse),
+        outputPath);
+
+    pipeline.run();
+  }
+
+  static void setupPipeline(
+      Pipeline pipeline,
+      Optional<String> sqlSnapshotId,
+      DatastoreSnapshotInfo mostRecentExport,
+      DateTime latestCommitLogTime,
+      Optional<DateTime> compareStartTime,
+      Optional<String> diffOutputPath) {
+    pipeline
+        .getCoderRegistry()
+        .registerCoderForClass(SqlEntity.class, SerializableCoder.of(Serializable.class));
+
+    PCollectionTuple datastoreSnapshot =
+        DatastoreSnapshots.loadDatastoreSnapshotByKind(
+            pipeline,
+            mostRecentExport.exportDir(),
+            mostRecentExport.commitLogDir(),
+            mostRecentExport.exportInterval().getStart().minus(COMMITLOG_START_TIME_MARGIN),
+            // Increase by 1ms since we want to include commitLogs latestCommitLogTime but
+            // this parameter is exclusive.
+            latestCommitLogTime.plusMillis(1),
+            DatastoreSnapshots.ALL_DATASTORE_KINDS,
+            compareStartTime);
+
+    PCollectionTuple cloudSqlSnapshot =
+        SqlSnapshots.loadCloudSqlSnapshotByType(
+            pipeline, SqlSnapshots.ALL_SQL_ENTITIES, sqlSnapshotId, compareStartTime);
+
+    verify(
+        datastoreSnapshot.getAll().keySet().equals(cloudSqlSnapshot.getAll().keySet()),
+        "Expecting the same set of types in both snapshots.");
+
+    PCollectionList<String> diffLogs = PCollectionList.empty(pipeline);
+
+    for (Class<? extends SqlEntity> clazz : SqlSnapshots.ALL_SQL_ENTITIES) {
+      TupleTag<SqlEntity> tag = ValidateSqlUtils.createSqlEntityTupleTag(clazz);
+      verify(
+          datastoreSnapshot.has(tag), "Missing %s in Datastore snapshot.", clazz.getSimpleName());
+      verify(cloudSqlSnapshot.has(tag), "Missing %s in Cloud SQL snapshot.", clazz.getSimpleName());
+      diffLogs =
+          diffLogs.and(
+              PCollectionList.of(datastoreSnapshot.get(tag))
+                  .and(cloudSqlSnapshot.get(tag))
+                  .apply(
+                      "Combine from both snapshots: " + clazz.getSimpleName(),
+                      Flatten.pCollections())
+                  .apply(
+                      "Assign primary key to merged " + clazz.getSimpleName(),
+                      WithKeys.of(ValidateDatabasePipeline::getPrimaryKeyString)
+                          .withKeyType(strings()))
+                  .apply("Group by primary key " + clazz.getSimpleName(), GroupByKey.create())
+                  .apply("Compare " + clazz.getSimpleName(), ParDo.of(new CompareSqlEntity())));
+    }
+    if (diffOutputPath.isPresent()) {
+      diffLogs
+          .apply("Gather diff logs", Flatten.pCollections())
+          .apply(
+              "Output diffs",
+              TextIO.write()
+                  .to(diffOutputPath.get())
+                  /**
+                   * Output to a single file for ease of use since diffs should be few. If this
+                   * assumption turns out not to be false, user should abort the pipeline and
+                   * investigate why.
+                   */
+                  .withoutSharding()
+                  .withDelimiter((Strings.repeat("-", 80) + "\n").toCharArray()));
+    }
+  }
+
+  private static String getPrimaryKeyString(SqlEntity sqlEntity) {
+    // SqlEntity.getPrimaryKeyString only works with entities registered with Hibernate.
+    // We are using the BulkQueryJpaTransactionManager, which does not recognize DomainBase and
+    // DomainHistory. See BulkQueryEntities.java for more information.
+    if (sqlEntity instanceof DomainBase) {
+      return "DomainBase_" + ((DomainBase) sqlEntity).getRepoId();
+    }
+    if (sqlEntity instanceof DomainHistory) {
+      return "DomainHistory_" + ((DomainHistory) sqlEntity).getDomainHistoryId().toString();
+    }
+    return sqlEntity.getPrimaryKeyString();
+  }
+
+  public static void main(String[] args) {
+    ValidateDatabasePipelineOptions options =
+        PipelineOptionsFactory.fromArgs(args)
+            .withValidation()
+            .as(ValidateDatabasePipelineOptions.class);
+    RegistryPipelineOptions.validateRegistryPipelineOptions(options);
+
+    // Defensively set important options.
+    options.setIsolationOverride(TransactionIsolationLevel.TRANSACTION_REPEATABLE_READ);
+    options.setJpaTransactionManagerType(JpaTransactionManagerType.BULK_QUERY);
+
+    // Set up JPA in the pipeline harness (the locally executed part of the main() method). Reuse
+    // code in RegistryPipelineWorkerInitializer, which only applies to pipeline worker VMs.
+    new RegistryPipelineWorkerInitializer().beforeProcessing(options);
+
+    LatestDatastoreSnapshotFinder datastoreSnapshotFinder =
+        DaggerLatestDatastoreSnapshotFinder_LatestDatastoreSnapshotFinderFinderComponent.create()
+            .datastoreSnapshotInfoFinder();
+
+    new ValidateDatabasePipeline(options, datastoreSnapshotFinder).run(Pipeline.create(options));
+  }
+}

core/src/main/java/google/registry/beam/comparedb/ValidateDatabasePipelineOptions.java

@@ -0,0 +1,55 @@
+// Copyright 2022 The Nomulus Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package google.registry.beam.comparedb;
+
+import google.registry.beam.common.RegistryPipelineOptions;
+import google.registry.model.annotations.DeleteAfterMigration;
+import javax.annotation.Nullable;
+import org.apache.beam.sdk.options.Description;
+import org.apache.beam.sdk.options.Validation;
+
+/** BEAM pipeline options for {@link ValidateDatabasePipeline}. */
+@DeleteAfterMigration
+public interface ValidateDatabasePipelineOptions extends RegistryPipelineOptions {
+
+  @Description(
+      "The id of the SQL snapshot to be compared with Datastore. "
+          + "If null, the current state of the SQL database is used.")
+  @Nullable
+  String getSqlSnapshotId();
+
+  void setSqlSnapshotId(String snapshotId);
+
+  @Description("The latest CommitLogs to load, in ISO8601 format.")
+  @Validation.Required
+  String getLatestCommitLogTimestamp();
+
+  void setLatestCommitLogTimestamp(String commitLogEndTimestamp);
+
+  @Description(
+      "For history entries and EPP resources, only those modified strictly after this time are "
+          + "included in comparison. Value is in ISO8601 format. "
+          + "Other entity types are not affected.")
+  @Nullable
+  String getComparisonStartTimestamp();
+
+  void setComparisonStartTimestamp(String comparisonStartTimestamp);
+
+  @Description("The GCS bucket where discrepancies found during comparison should be logged.")
+  @Nullable
+  String getDiffOutputGcsBucket();
+
+  void setDiffOutputGcsBucket(String gcsBucket);
+}

core/src/main/java/google/registry/beam/comparedb/ValidateSqlPipeline.java

@@ -1,240 +0,0 @@
-// Copyright 2021 The Nomulus Authors. All Rights Reserved.
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package google.registry.beam.comparedb;
-
-import static com.google.common.base.Verify.verify;
-import static org.apache.beam.sdk.values.TypeDescriptors.strings;
-
-import com.google.common.annotations.VisibleForTesting;
-import com.google.common.base.Preconditions;
-import com.google.common.base.Stopwatch;
-import com.google.common.flogger.FluentLogger;
-import google.registry.beam.common.DatabaseSnapshot;
-import google.registry.beam.common.RegistryPipelineWorkerInitializer;
-import google.registry.beam.comparedb.LatestDatastoreSnapshotFinder.DatastoreSnapshotInfo;
-import google.registry.beam.comparedb.ValidateSqlUtils.CompareSqlEntity;
-import google.registry.model.annotations.DeleteAfterMigration;
-import google.registry.model.domain.DomainBase;
-import google.registry.model.domain.DomainHistory;
-import google.registry.model.replay.SqlEntity;
-import google.registry.model.replay.SqlReplayCheckpoint;
-import google.registry.model.server.Lock;
-import google.registry.persistence.PersistenceModule.JpaTransactionManagerType;
-import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
-import google.registry.persistence.transaction.TransactionManagerFactory;
-import google.registry.util.RequestStatusChecker;
-import java.io.Serializable;
-import java.util.Optional;
-import org.apache.beam.sdk.Pipeline;
-import org.apache.beam.sdk.PipelineResult.State;
-import org.apache.beam.sdk.coders.SerializableCoder;
-import org.apache.beam.sdk.options.PipelineOptionsFactory;
-import org.apache.beam.sdk.transforms.Flatten;
-import org.apache.beam.sdk.transforms.GroupByKey;
-import org.apache.beam.sdk.transforms.ParDo;
-import org.apache.beam.sdk.transforms.WithKeys;
-import org.apache.beam.sdk.values.PCollectionList;
-import org.apache.beam.sdk.values.PCollectionTuple;
-import org.apache.beam.sdk.values.TupleTag;
-import org.joda.time.DateTime;
-import org.joda.time.Duration;
-
-/**
- * Validates the asynchronous data replication process from Datastore (primary storage) to Cloud SQL
- * (secondary storage).
- */
-@DeleteAfterMigration
-public class ValidateSqlPipeline {
-  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
-
-  /** Specifies the extra CommitLogs to load before the start of a Database export. */
-  private static final Duration COMMITLOG_START_TIME_MARGIN = Duration.standardMinutes(10);
-
-  /**
-   * Name of the lock used by the commitlog replay process.
-   *
-   * <p>See {@link google.registry.backup.ReplayCommitLogsToSqlAction} for more information.
-   */
-  private static final String COMMITLOG_REPLAY_LOCK_NAME = "ReplayCommitLogsToSqlAction";
-
-  private static final Duration REPLAY_LOCK_LEASE_LENGTH = Duration.standardHours(1);
-  private static final java.time.Duration REPLAY_LOCK_ACQUIRE_TIMEOUT =
-      java.time.Duration.ofMinutes(6);
-  private static final java.time.Duration REPLAY_LOCK_ACQUIRE_DELAY =
-      java.time.Duration.ofSeconds(30);
-
-  private final ValidateSqlPipelineOptions options;
-  private final DatastoreSnapshotInfo mostRecentExport;
-
-  public ValidateSqlPipeline(
-      ValidateSqlPipelineOptions options, DatastoreSnapshotInfo mostRecentExport) {
-    this.options = options;
-    this.mostRecentExport = mostRecentExport;
-  }
-
-  void run() {
-    run(Pipeline.create(options));
-  }
-
-  @VisibleForTesting
-  void run(Pipeline pipeline) {
-    // TODO(weiminyu): ensure migration stage is DATASTORE_PRIMARY or DATASTORE_PRIMARY_READ_ONLY
-    Optional<Lock> lock = acquireCommitLogReplayLock();
-    if (lock.isPresent()) {
-      logger.atInfo().log("Acquired CommitLog Replay lock.");
-    } else {
-      throw new RuntimeException("Failed to acquire CommitLog Replay lock.");
-    }
-
-    try {
-      DateTime latestCommitLogTime =
-          TransactionManagerFactory.jpaTm().transact(() -> SqlReplayCheckpoint.get());
-      Preconditions.checkState(
-          latestCommitLogTime.isAfter(mostRecentExport.exportInterval().getEnd()),
-          "Cannot recreate Datastore snapshot since target time is in the middle of an export.");
-      try (DatabaseSnapshot databaseSnapshot = DatabaseSnapshot.createSnapshot()) {
-        // Eagerly release the commitlog replay lock so that replay can resume.
-        lock.ifPresent(Lock::releaseSql);
-        lock = Optional.empty();
-
-        setupPipeline(pipeline, Optional.of(databaseSnapshot.getSnapshotId()), latestCommitLogTime);
-        State state = pipeline.run().waitUntilFinish();
-        if (!State.DONE.equals(state)) {
-          throw new IllegalStateException("Unexpected pipeline state: " + state);
-        }
-      }
-    } finally {
-      lock.ifPresent(Lock::releaseSql);
-    }
-  }
-
-  void setupPipeline(
-      Pipeline pipeline, Optional<String> sqlSnapshotId, DateTime latestCommitLogTime) {
-    pipeline
-        .getCoderRegistry()
-        .registerCoderForClass(SqlEntity.class, SerializableCoder.of(Serializable.class));
-
-    PCollectionTuple datastoreSnapshot =
-        DatastoreSnapshots.loadDatastoreSnapshotByKind(
-            pipeline,
-            mostRecentExport.exportDir(),
-            mostRecentExport.commitLogDir(),
-            mostRecentExport.exportInterval().getStart().minus(COMMITLOG_START_TIME_MARGIN),
-            // Increase by 1ms since we want to include commitLogs latestCommitLogTime but
-            // this parameter is exclusive.
-            latestCommitLogTime.plusMillis(1),
-            DatastoreSnapshots.ALL_DATASTORE_KINDS);
-
-    PCollectionTuple cloudSqlSnapshot =
-        SqlSnapshots.loadCloudSqlSnapshotByType(
-            pipeline, SqlSnapshots.ALL_SQL_ENTITIES, sqlSnapshotId);
-
-    verify(
-        datastoreSnapshot.getAll().keySet().equals(cloudSqlSnapshot.getAll().keySet()),
-        "Expecting the same set of types in both snapshots.");
-
-    for (Class<? extends SqlEntity> clazz : SqlSnapshots.ALL_SQL_ENTITIES) {
-      TupleTag<SqlEntity> tag = ValidateSqlUtils.createSqlEntityTupleTag(clazz);
-      verify(
-          datastoreSnapshot.has(tag), "Missing %s in Datastore snapshot.", clazz.getSimpleName());
-      verify(cloudSqlSnapshot.has(tag), "Missing %s in Cloud SQL snapshot.", clazz.getSimpleName());
-      PCollectionList.of(datastoreSnapshot.get(tag))
-          .and(cloudSqlSnapshot.get(tag))
-          .apply("Combine from both snapshots: " + clazz.getSimpleName(), Flatten.pCollections())
-          .apply(
-              "Assign primary key to merged " + clazz.getSimpleName(),
-              WithKeys.of(ValidateSqlPipeline::getPrimaryKeyString).withKeyType(strings()))
-          .apply("Group by primary key " + clazz.getSimpleName(), GroupByKey.create())
-          .apply("Compare " + clazz.getSimpleName(), ParDo.of(new CompareSqlEntity()));
-    }
-  }
-
-  private static String getPrimaryKeyString(SqlEntity sqlEntity) {
-    // SqlEntity.getPrimaryKeyString only works with entities registered with Hibernate.
-    // We are using the BulkQueryJpaTransactionManager, which does not recognize DomainBase and
-    // DomainHistory. See BulkQueryEntities.java for more information.
-    if (sqlEntity instanceof DomainBase) {
-      return "DomainBase_" + ((DomainBase) sqlEntity).getRepoId();
-    }
-    if (sqlEntity instanceof DomainHistory) {
-      return "DomainHistory_" + ((DomainHistory) sqlEntity).getDomainHistoryId().toString();
-    }
-    return sqlEntity.getPrimaryKeyString();
-  }
-
-  private static Optional<Lock> acquireCommitLogReplayLock() {
-    Stopwatch stopwatch = Stopwatch.createStarted();
-    while (stopwatch.elapsed().minus(REPLAY_LOCK_ACQUIRE_TIMEOUT).isNegative()) {
-      Optional<Lock> lock = tryAcquireCommitLogReplayLock();
-      if (lock.isPresent()) {
-        return lock;
-      }
-      logger.atInfo().log("Failed to acquired CommitLog Replay lock. Will retry...");
-      try {
-        Thread.sleep(REPLAY_LOCK_ACQUIRE_DELAY.toMillis());
-      } catch (InterruptedException e) {
-        Thread.currentThread().interrupt();
-        throw new RuntimeException("Interrupted.");
-      }
-    }
-    return Optional.empty();
-  }
-
-  private static Optional<Lock> tryAcquireCommitLogReplayLock() {
-    return Lock.acquireSql(
-        COMMITLOG_REPLAY_LOCK_NAME,
-        null,
-        REPLAY_LOCK_LEASE_LENGTH,
-        getLockingRequestStatusChecker(),
-        false);
-  }
-
-  /**
-   * Returns a fake implementation of {@link RequestStatusChecker} that is required for lock
-   * acquisition. The default implementation is AppEngine-specific and is unusable on GCE.
-   */
-  private static RequestStatusChecker getLockingRequestStatusChecker() {
-    return new RequestStatusChecker() {
-      @Override
-      public String getLogId() {
-        return "ValidateSqlPipeline";
-      }
-
-      @Override
-      public boolean isRunning(String requestLogId) {
-        return true;
-      }
-    };
-  }
-
-  public static void main(String[] args) {
-    ValidateSqlPipelineOptions options =
-        PipelineOptionsFactory.fromArgs(args).withValidation().as(ValidateSqlPipelineOptions.class);
-
-    // Defensively set important options.
-    options.setIsolationOverride(TransactionIsolationLevel.TRANSACTION_REPEATABLE_READ);
-    options.setJpaTransactionManagerType(JpaTransactionManagerType.BULK_QUERY);
-
-    // Reuse Dataflow worker initialization code to set up JPA in the pipeline harness.
-    new RegistryPipelineWorkerInitializer().beforeProcessing(options);
-
-    DatastoreSnapshotInfo mostRecentExport =
-        DaggerLatestDatastoreSnapshotFinder_LatestDatastoreSnapshotFinderFinderComponent.create()
-            .datastoreSnapshotInfoFinder()
-            .getSnapshotInfo();
-
-    new ValidateSqlPipeline(options, mostRecentExport).run(Pipeline.create(options));
-  }
-}

core/src/main/java/google/registry/beam/comparedb/ValidateSqlUtils.java

@@ -20,10 +20,10 @@ import static google.registry.persistence.transaction.TransactionManagerFactory.
 import com.google.common.base.Preconditions;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
-import com.google.common.flogger.FluentLogger;
+import com.google.common.collect.Maps;
+import com.google.common.collect.Maps.EntryTransformer;
 import google.registry.beam.initsql.Transforms;
 import google.registry.config.RegistryEnvironment;
-import google.registry.model.BackupGroupRoot;
 import google.registry.model.EppResource;
 import google.registry.model.ImmutableObject;
 import google.registry.model.annotations.DeleteAfterMigration;
@@ -38,24 +38,29 @@ import google.registry.model.poll.PollMessage;
 import google.registry.model.registrar.Registrar;
 import google.registry.model.replay.SqlEntity;
 import google.registry.model.reporting.HistoryEntry;
+import google.registry.util.DiffUtils;
+import java.io.Serializable;
 import java.lang.reflect.Field;
 import java.math.BigInteger;
+import java.util.Collection;
 import java.util.HashMap;
+import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
+import java.util.stream.Collectors;
 import org.apache.beam.sdk.metrics.Counter;
 import org.apache.beam.sdk.metrics.Metrics;
 import org.apache.beam.sdk.transforms.DoFn;
 import org.apache.beam.sdk.values.KV;
 import org.apache.beam.sdk.values.TupleTag;
+import org.checkerframework.checker.nullness.qual.Nullable;
 
-/** Helpers for use by {@link ValidateSqlPipeline}. */
+/** Helpers for use by {@link ValidateDatabasePipeline}. */
 @DeleteAfterMigration
 final class ValidateSqlUtils {
-  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
   private ValidateSqlUtils() {}
 
@@ -67,7 +72,7 @@ final class ValidateSqlUtils {
    * Query template for finding the median value of the {@code history_revision_id} column in one of
    * the History tables.
    *
-   * <p>The {@link ValidateSqlPipeline} uses this query to parallelize the query to some of the
+   * <p>The {@link ValidateDatabasePipeline} uses this query to parallelize the query to some of the
    * history tables. Although the {@code repo_id} column is the leading column in the primary keys
    * of these tables, in practice and with production data, division by {@code history_revision_id}
    * works slightly faster for unknown reasons.
@@ -99,13 +104,12 @@ final class ValidateSqlUtils {
     return new TupleTag<SqlEntity>(actualType.getSimpleName()) {};
   }
 
-  static class CompareSqlEntity extends DoFn<KV<String, Iterable<SqlEntity>>, Void> {
+  static class CompareSqlEntity extends DoFn<KV<String, Iterable<SqlEntity>>, String> {
     private final HashMap<String, Counter> totalCounters = new HashMap<>();
     private final HashMap<String, Counter> missingCounters = new HashMap<>();
     private final HashMap<String, Counter> unequalCounters = new HashMap<>();
     private final HashMap<String, Counter> badEntityCounters = new HashMap<>();
-
-    private volatile boolean logPrinted = false;
+    private final HashMap<String, Counter> duplicateEntityCounters = new HashMap<>();
 
     private String getCounterKey(Class<?> clazz) {
       return PollMessage.class.isAssignableFrom(clazz) ? "PollMessage" : clazz.getSimpleName();
@@ -120,84 +124,129 @@ final class ValidateSqlUtils {
           counterKey, Metrics.counter("CompareDB", "Missing In One DB: " + counterKey));
       unequalCounters.put(counterKey, Metrics.counter("CompareDB", "Not Equal:" + counterKey));
       badEntityCounters.put(counterKey, Metrics.counter("CompareDB", "Bad Entities:" + counterKey));
+      duplicateEntityCounters.put(
+          counterKey, Metrics.counter("CompareDB", "Duplicate Entities:" + counterKey));
+    }
+
+    String duplicateEntityLog(String key, ImmutableList<SqlEntity> entities) {
+      return String.format("%s: %d entities.", key, entities.size());
+    }
+
+    String unmatchedEntityLog(String key, SqlEntity entry) {
+      // For a PollMessage only found in Datastore, key is not enough to query for it.
+      return String.format("Missing in one DB:\n%s", entry instanceof PollMessage ? entry : key);
     }
 
     /**
      * A rudimentary debugging helper that prints the first pair of unequal entities in each worker.
      * This will be removed when we start exporting such entities to GCS.
      */
-    void logDiff(String key, Object entry0, Object entry1) {
-      if (logPrinted) {
-        return;
-      }
-      logPrinted = true;
+    String unEqualEntityLog(String key, SqlEntity entry0, SqlEntity entry1) {
       Map<String, Object> fields0 = ((ImmutableObject) entry0).toDiffableFieldMap();
       Map<String, Object> fields1 = ((ImmutableObject) entry1).toDiffableFieldMap();
-      StringBuilder sb = new StringBuilder();
-      fields0.forEach(
-          (field, value) -> {
-            if (fields1.containsKey(field)) {
-              if (!Objects.equals(value, fields1.get(field))) {
-                sb.append(field + " not match: " + value + " -> " + fields1.get(field) + "\n");
-              }
-            } else {
-              sb.append(field + "Not found in entity 2\n");
-            }
-          });
-      fields1.forEach(
-          (field, value) -> {
-            if (!fields0.containsKey(field)) {
-              sb.append(field + "Not found in entity 1\n");
-            }
-          });
-      logger.atWarning().log(key + "  " + sb.toString());
+      return key + "  " + DiffUtils.prettyPrintEntityDeepDiff(fields0, fields1);
+    }
+
+    String badEntitiesLog(String key, SqlEntity entry0, SqlEntity entry1) {
+      Map<String, Object> fields0 = ((ImmutableObject) entry0).toDiffableFieldMap();
+      Map<String, Object> fields1 = ((ImmutableObject) entry1).toDiffableFieldMap();
+      return String.format(
+          "Failed to parse one or both entities for key %s:\n%s\n",
+          key, DiffUtils.prettyPrintEntityDeepDiff(fields0, fields1));
     }
 
     @ProcessElement
-    public void processElement(@Element KV<String, Iterable<SqlEntity>> kv) {
+    public void processElement(
+        @Element KV<String, Iterable<SqlEntity>> kv, OutputReceiver<String> out) {
       ImmutableList<SqlEntity> entities = ImmutableList.copyOf(kv.getValue());
 
       verify(!entities.isEmpty(), "Can't happen: no value for key %s.", kv.getKey());
-      verify(entities.size() <= 2, "Unexpected duplicates for key %s", kv.getKey());
 
       String counterKey = getCounterKey(entities.get(0).getClass());
       ensureCounterExists(counterKey);
       totalCounters.get(counterKey).inc();
 
+      if (entities.size() > 2) {
+        // Duplicates may happen with Cursors if imported across projects. Its key in Datastore, the
+        // id field, encodes the project name and is not fixed by the importing job.
+        duplicateEntityCounters.get(counterKey).inc();
+        out.output(duplicateEntityLog(kv.getKey(), entities) + "\n");
+        return;
+      }
+
       if (entities.size() == 1) {
         if (isSpecialCaseProberEntity(entities.get(0))) {
           return;
         }
         missingCounters.get(counterKey).inc();
-        // Temporary debugging help. See logDiff() above.
-        if (!logPrinted) {
-          logPrinted = true;
-          logger.atWarning().log("Unexpected single entity: %s", kv.getKey());
-        }
+        out.output(unmatchedEntityLog(kv.getKey(), entities.get(0)) + "\n");
+        return;
+      }
+      SqlEntity entity0 = entities.get(0);
+      SqlEntity entity1 = entities.get(1);
+
+      if (isSpecialCaseProberEntity(entity0) && isSpecialCaseProberEntity(entity1)) {
+        // Ignore prober-related data: their deletions are not propagated from Datastore to SQL.
+        // When code reaches here, in most cases it involves one soft deleted entity in Datastore
+        // and an SQL entity with its pre-deletion status.
         return;
       }
-      SqlEntity entity0;
-      SqlEntity entity1;
 
       try {
-        entity0 = normalizeEntity(entities.get(0));
-        entity1 = normalizeEntity(entities.get(1));
+        entity0 = normalizeEntity(entity0);
+        entity1 = normalizeEntity(entity1);
       } catch (Exception e) {
-        // Temporary debugging help. See logDiff() above.
-        if (!logPrinted) {
-          logPrinted = true;
-          badEntityCounters.get(counterKey).inc();
-        }
+        badEntityCounters.get(counterKey).inc();
+        out.output(badEntitiesLog(kv.getKey(), entity0, entity1));
         return;
       }
 
-      if (!Objects.equals(entity0, entity1)) {
+      Map<String, Object> fields0 =
+          Maps.transformEntries(
+              ((ImmutableObject) entity0).toDiffableFieldMap(), new DiffableFieldNormalizer());
+      Map<String, Object> fields1 =
+          Maps.transformEntries(
+              ((ImmutableObject) entity1).toDiffableFieldMap(), new DiffableFieldNormalizer());
+      if (!Objects.equals(fields0, fields1)) {
         unequalCounters.get(counterKey).inc();
-        logDiff(kv.getKey(), entities.get(0), entities.get(1));
+        out.output(kv.getKey() + "  " + DiffUtils.prettyPrintEntityDeepDiff(fields0, fields1));
       }
     }
   }
 
+  /**
+   * Normalizes trivial differences between objects persisted in Datastore and SQL.
+   *
+   * <p>This class works on a map generated by {@link ImmutableObject#toDiffableFieldMap}, and
+   * performs the following changes:
+   *
+   * <ul>
+   *   <li>If a value is an empty {@link Collection}, it is converted to null
+   *   <li>For each {@link google.registry.model.eppcommon.Address} object, empty strings are
+   *       removed from its {@code string} field, which is a {@link List}.
+   * </ul>
+   */
+  static class DiffableFieldNormalizer
+      implements EntryTransformer<String, Object, Object>, Serializable {
+
+    @Override
+    public Object transformEntry(String key, @Nullable Object value) {
+      if (value instanceof Collection && ((Collection<?>) value).isEmpty()) {
+        return null;
+      }
+      if (key.equals("street") && value instanceof List) {
+        return ((List<?>) value)
+            .stream().filter(v -> v != null && !Objects.equals("", v)).collect(Collectors.toList());
+      }
+      // Short-term hack: LinkedHashMap<String, ?> represents a child ImmutableObject instance.
+      if (value instanceof LinkedHashMap
+          && ((LinkedHashMap<?, ?>) value).keySet().stream().anyMatch(e -> e instanceof String)) {
+        return Maps.transformEntries((Map<String, Object>) value, this);
+      }
+      return value;
+    }
+  }
+
   static SqlEntity normalizeEntity(SqlEntity sqlEntity) {
     if (sqlEntity instanceof EppResource) {
       return normalizeEppResource(sqlEntity);
@@ -218,15 +267,6 @@ final class ValidateSqlUtils {
    */
   static SqlEntity normalizeEppResource(SqlEntity eppResource) {
     try {
-      if (isSpecialCaseProberEntity(eppResource)) {
-        // Clearing some timestamps. See isSpecialCaseProberEntity() for reasons.
-        Field lastUpdateTime = BackupGroupRoot.class.getDeclaredField("updateTimestamp");
-        lastUpdateTime.setAccessible(true);
-        lastUpdateTime.set(eppResource, null);
-        Field deletionTime = EppResource.class.getDeclaredField("deletionTime");
-        deletionTime.setAccessible(true);
-        deletionTime.set(eppResource, null);
-      }
       Field authField =
           eppResource instanceof DomainContent
               ? DomainContent.class.getDeclaredField("authInfo")

core/src/main/java/google/registry/beam/initsql/InitSqlPipeline.java

@@ -158,7 +158,7 @@ public class InitSqlPipeline implements Serializable {
                     .addAll(toKindStrings(PHASE_TWO_ORDERED))
                     .build()));
 
-    // Set up the pipeline to write entity kinds from PHASE_ONE_ORDERED to SQL. Return a object
+    // Set up the pipeline to write entity kinds from PHASE_ONE_ORDERED to SQL. Return an object
     // that signals the completion of the phase.
     PCollection<Void> blocker =
         scheduleOnePhaseWrites(datastoreSnapshot, PHASE_ONE_ORDERED, Optional.empty(), null);

core/src/main/java/google/registry/beam/initsql/Transforms.java

@@ -22,7 +22,7 @@ import static google.registry.beam.initsql.BackupPaths.getExportFilePatterns;
 import static google.registry.model.ofy.ObjectifyService.auditedOfy;
 import static google.registry.util.DateTimeUtils.START_OF_TIME;
 import static google.registry.util.DateTimeUtils.isBeforeOrAt;
-import static google.registry.util.DomainNameUtils.canonicalizeDomainName;
+import static google.registry.util.DomainNameUtils.canonicalizeHostname;
 import static java.util.Comparator.comparing;
 import static org.apache.beam.sdk.values.TypeDescriptors.kvs;
 import static org.apache.beam.sdk.values.TypeDescriptors.strings;
@@ -343,11 +343,11 @@ public final class Transforms {
       // Canonicalize old domain/host names from 2016 and earlier before we were enforcing this.
       entity.setIndexedProperty(
           "fullyQualifiedDomainName",
-          canonicalizeDomainName((String) entity.getProperty("fullyQualifiedDomainName")));
+          canonicalizeHostname((String) entity.getProperty("fullyQualifiedDomainName")));
     } else if (entity.getKind().equals("HostResource")) {
       entity.setIndexedProperty(
           "fullyQualifiedHostName",
-          canonicalizeDomainName((String) entity.getProperty("fullyQualifiedHostName")));
+          canonicalizeHostname((String) entity.getProperty("fullyQualifiedHostName")));
     }
     return entity;
   }

core/src/main/java/google/registry/beam/invoicing/InvoicingPipeline.java

@@ -18,6 +18,7 @@ import static com.google.common.collect.ImmutableSet.toImmutableSet;
 import static google.registry.beam.BeamUtils.getQueryFromFile;
 import static org.apache.beam.sdk.values.TypeDescriptors.strings;
 
+import com.google.common.flogger.FluentLogger;
 import google.registry.beam.common.RegistryJpaIO;
 import google.registry.beam.common.RegistryJpaIO.Read;
 import google.registry.beam.invoicing.BillingEvent.InvoiceGroupingKey;
@@ -35,6 +36,7 @@ import java.time.LocalTime;
 import java.time.YearMonth;
 import java.time.ZoneId;
 import java.time.format.DateTimeFormatter;
+import java.util.Objects;
 import java.util.Optional;
 import java.util.regex.Pattern;
 import org.apache.beam.sdk.Pipeline;
@@ -53,6 +55,7 @@ import org.apache.beam.sdk.transforms.PTransform;
 import org.apache.beam.sdk.values.KV;
 import org.apache.beam.sdk.values.PCollection;
 import org.apache.beam.sdk.values.TypeDescriptor;
+import org.joda.money.CurrencyUnit;
 
 /**
  * Definition of a Dataflow Flex pipeline template, which generates a given month's invoices.
@@ -73,6 +76,8 @@ public class InvoicingPipeline implements Serializable {
   private static final Pattern SQL_COMMENT_REGEX =
       Pattern.compile("^\\s*--.*\\n", Pattern.MULTILINE);
 
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
   private final InvoicingPipelineOptions options;
 
   InvoicingPipeline(InvoicingPipelineOptions options) {
@@ -113,31 +118,44 @@ public class InvoicingPipeline implements Serializable {
       InvoicingPipelineOptions options, Pipeline pipeline) {
     Read<Object[], BillingEvent> read =
         RegistryJpaIO.read(
-            makeCloudSqlQuery(options.getYearMonth()), false, InvoicingPipeline::parseRow);
+            makeCloudSqlQuery(options.getYearMonth()), false, row -> parseRow(row).orElse(null));
 
-    return pipeline.apply("Read BillingEvents from Cloud SQL", read);
+    PCollection<BillingEvent> billingEventsWithNulls =
+        pipeline.apply("Read BillingEvents from Cloud SQL", read);
+
+    // Remove null billing events
+    return billingEventsWithNulls.apply(Filter.by(Objects::nonNull));
   }
 
-  private static BillingEvent parseRow(Object[] row) {
+  private static Optional<BillingEvent> parseRow(Object[] row) {
     google.registry.model.billing.BillingEvent.OneTime oneTime =
         (google.registry.model.billing.BillingEvent.OneTime) row[0];
     Registrar registrar = (Registrar) row[1];
-    return BillingEvent.create(
-        oneTime.getId(),
-        DateTimeUtils.toZonedDateTime(oneTime.getBillingTime(), ZoneId.of("UTC")),
-        DateTimeUtils.toZonedDateTime(oneTime.getEventTime(), ZoneId.of("UTC")),
-        registrar.getRegistrarId(),
-        registrar.getBillingIdentifier().toString(),
-        registrar.getPoNumber().orElse(""),
-        DomainNameUtils.getTldFromDomainName(oneTime.getTargetId()),
-        oneTime.getReason().toString(),
-        oneTime.getTargetId(),
-        oneTime.getDomainRepoId(),
-        Optional.ofNullable(oneTime.getPeriodYears()).orElse(0),
-        oneTime.getCost().getCurrencyUnit().toString(),
-        oneTime.getCost().getAmount().doubleValue(),
-        String.join(
-            " ", oneTime.getFlags().stream().map(Flag::toString).collect(toImmutableSet())));
+    CurrencyUnit currency = oneTime.getCost().getCurrencyUnit();
+    if (!registrar.getBillingAccountMap().containsKey(currency)) {
+      logger.atSevere().log(
+          "Registrar %s does not have a product account key for the currency unit: %s",
+          registrar.getRegistrarId(), currency);
+      return Optional.empty();
+    }
+
+    return Optional.of(
+        BillingEvent.create(
+            oneTime.getId(),
+            DateTimeUtils.toZonedDateTime(oneTime.getBillingTime(), ZoneId.of("UTC")),
+            DateTimeUtils.toZonedDateTime(oneTime.getEventTime(), ZoneId.of("UTC")),
+            registrar.getRegistrarId(),
+            registrar.getBillingAccountMap().get(currency),
+            registrar.getPoNumber().orElse(""),
+            DomainNameUtils.getTldFromDomainName(oneTime.getTargetId()),
+            oneTime.getReason().toString(),
+            oneTime.getTargetId(),
+            oneTime.getDomainRepoId(),
+            Optional.ofNullable(oneTime.getPeriodYears()).orElse(0),
+            oneTime.getCost().getCurrencyUnit().toString(),
+            oneTime.getCost().getAmount().doubleValue(),
+            String.join(
+                " ", oneTime.getFlags().stream().map(Flag::toString).collect(toImmutableSet()))));
   }
 
   /** Transform that converts a {@code BillingEvent} into an invoice CSV row. */

core/src/main/java/google/registry/beam/rde/RdeIO.java

@@ -68,6 +68,7 @@ import org.apache.beam.sdk.values.PDone;
 import org.bouncycastle.jce.provider.BouncyCastleProvider;
 import org.bouncycastle.openpgp.PGPPublicKey;
 import org.joda.time.DateTime;
+import org.joda.time.Duration;
 
 public class RdeIO {
 
@@ -248,6 +249,9 @@ public class RdeIO {
       // Now that we're done, output roll the cursor forward.
       if (key.manual()) {
         logger.atInfo().log("Manual operation; not advancing cursor or enqueuing upload task.");
+        // Temporary measure to run RDE in beam in parallel with the daily MapReduce based RDE runs.
+      } else if (tm().isOfy()) {
+        logger.atInfo().log("Ofy is primary TM; not advancing cursor or enqueuing upload task.");
       } else {
         outputReceiver.output(KV.of(key, revision));
       }
@@ -258,6 +262,7 @@ public class RdeIO {
 
     private static final FluentLogger logger = FluentLogger.forEnclosingClass();
     private static final long serialVersionUID = 5822176227753327224L;
+    private static final Duration ENQUEUE_DELAY = Duration.standardMinutes(1);
 
     private final CloudTasksUtils cloudTasksUtils;
 
@@ -268,10 +273,10 @@ public class RdeIO {
     @ProcessElement
     public void processElement(
         @Element KV<PendingDeposit, Integer> input, PipelineOptions options) {
+
       tm().transact(
               () -> {
                 PendingDeposit key = input.getKey();
-                int revision = input.getValue();
                 Registry registry = Registry.get(key.tld());
                 Optional<Cursor> cursor =
                     transactIfJpaTm(
@@ -293,22 +298,30 @@ public class RdeIO {
                 tm().put(Cursor.create(key.cursor(), newPosition, registry));
                 logger.atInfo().log(
                     "Rolled forward %s on %s cursor to %s.", key.cursor(), key.tld(), newPosition);
-                RdeRevision.saveRevision(key.tld(), key.watermark(), key.mode(), revision);
+                RdeRevision.saveRevision(key.tld(), key.watermark(), key.mode(), input.getValue());
+                // Enqueueing a task is a side effect that is not undone if the transaction rolls
+                // back. So this may result in multiple copies of the same task being processed.
+                // This is fine because the RdeUploadAction is guarded by a lock and tracks progress
+                // by cursor. The BrdaCopyAction writes a file to GCS, which is an atomic action. It
+                // is also guarded by a cursor to not run before the cursor is updated. We also
+                // include a delay to minimize the chance that the enqueued job executes before the
+                // transaction is committed, which triggers a retry.
                 if (key.mode() == RdeMode.FULL) {
                   cloudTasksUtils.enqueue(
                       RDE_UPLOAD_QUEUE,
-                      CloudTasksUtils.createPostTask(
+                      cloudTasksUtils.createPostTaskWithDelay(
                           RdeUploadAction.PATH,
                           Service.BACKEND.getServiceId(),
                           ImmutableMultimap.of(
                               RequestParameters.PARAM_TLD,
                               key.tld(),
                               RdeModule.PARAM_PREFIX,
-                              options.getJobName() + '/')));
+                              options.getJobName() + '/'),
+                          ENQUEUE_DELAY));
                 } else {
                   cloudTasksUtils.enqueue(
                       BRDA_QUEUE,
-                      CloudTasksUtils.createPostTask(
+                      cloudTasksUtils.createPostTaskWithDelay(
                           BrdaCopyAction.PATH,
                           Service.BACKEND.getServiceId(),
                           ImmutableMultimap.of(
@@ -317,7 +330,8 @@ public class RdeIO {
                               RdeModule.PARAM_WATERMARK,
                               key.watermark().toString(),
                               RdeModule.PARAM_PREFIX,
-                              options.getJobName() + '/')));
+                              options.getJobName() + '/'),
+                          ENQUEUE_DELAY));
                 }
               });
     }

core/src/main/java/google/registry/beam/rde/RdePipeline.java

@@ -15,6 +15,7 @@
 package google.registry.beam.rde;
 
 import static com.google.common.base.Preconditions.checkArgument;
+import static com.google.common.base.Preconditions.checkState;
 import static com.google.common.collect.ImmutableSet.toImmutableSet;
 import static google.registry.beam.rde.RdePipeline.TupleTags.DOMAIN_FRAGMENTS;
 import static google.registry.beam.rde.RdePipeline.TupleTags.EXTERNAL_HOST_FRAGMENTS;
@@ -28,10 +29,12 @@ import static google.registry.model.reporting.HistoryEntryDao.RESOURCE_TYPES_TO_
 import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
 import static org.apache.beam.sdk.values.TypeDescriptors.kvs;
 
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Sets;
 import com.google.common.collect.Streams;
+import com.google.common.flogger.FluentLogger;
 import com.google.common.io.BaseEncoding;
 import dagger.BindsInstance;
 import dagger.Component;
@@ -198,6 +201,8 @@ public class RdePipeline implements Serializable {
           HostHistory.class,
           "hostBase");
 
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
   @Inject
   RdePipeline(RdePipelineOptions options, GcsUtils gcsUtils, CloudTasksUtils cloudTasksUtils) {
     this.options = options;
@@ -357,6 +362,33 @@ public class RdePipeline implements Serializable {
         .setCoder(KvCoder.of(StringUtf8Coder.of(), VarLongCoder.of()));
   }
 
+  private <T extends HistoryEntry> EppResource loadResourceByHistoryEntryId(
+      Class<T> historyEntryClazz, String repoId, Iterable<Long> revisionIds) {
+    ImmutableList<Long> ids = ImmutableList.copyOf(revisionIds);
+    // The size should always be 1 because we are only getting one repo ID -> revision ID pair per
+    // repo ID from the source transform (the JPA query in the method above). But for some reason
+    // after CoGroupByKey (joining the revision IDs and the pending deposits on repo IDs), in
+    // #removedUnreferencedResources, duplicate revision IDs are sometimes introduced. Here we
+    // attempt to deduplicate the iterable. If it contains multiple revision IDs that are NOT the
+    // same, we have a more serious problem as we cannot be sure which one to use. We should use the
+    // highest revision ID, but we don't even know where it comes from, as the query should
+    // definitively only give us one revision ID per repo ID. In this case we have to abort and
+    // require manual intervention.
+    if (ids.size() != 1) {
+      ImmutableSet<Long> dedupedIds = ImmutableSet.copyOf(ids);
+      checkState(
+          dedupedIds.size() == 1,
+          "Multiple unique revision IDs detected for %s repo ID %s: %s",
+          EPP_RESOURCE_FIELD_NAME.get(historyEntryClazz),
+          repoId,
+          ids);
+      logger.atSevere().log(
+          "Duplicate revision IDs detected for %s repo ID %s: %s",
+          EPP_RESOURCE_FIELD_NAME.get(historyEntryClazz), repoId, ids);
+    }
+    return loadResourceByHistoryEntryId(historyEntryClazz, repoId, ids.get(0));
+  }
+
   private <T extends HistoryEntry> EppResource loadResourceByHistoryEntryId(
       Class<T> historyEntryClazz, String repoId, long revisionId) {
     try {
@@ -516,7 +548,7 @@ public class RdePipeline implements Serializable {
                               loadResourceByHistoryEntryId(
                                   ContactHistory.class,
                                   kv.getKey(),
-                                  kv.getValue().getOnly(REVISION_ID));
+                                  kv.getValue().getAll(REVISION_ID));
                       DepositFragment fragment = marshaller.marshalContact(contact);
                       ImmutableSet<KV<PendingDeposit, DepositFragment>> fragments =
                           Streams.stream(kv.getValue().getAll(PENDING_DEPOSIT))
@@ -549,8 +581,8 @@ public class RdePipeline implements Serializable {
                                 loadResourceByHistoryEntryId(
                                     HostHistory.class,
                                     kv.getKey(),
-                                    kv.getValue().getOnly(REVISION_ID));
-                        // When a host is subordinate, we need to find it's superordinate domain and
+                                    kv.getValue().getAll(REVISION_ID));
+                        // When a host is subordinate, we need to find its superordinate domain and
                         // include it in the deposit as well.
                         if (host.isSubordinate()) {
                           subordinateHostCounter.inc();
@@ -627,7 +659,7 @@ public class RdePipeline implements Serializable {
                               loadResourceByHistoryEntryId(
                                   DomainHistory.class,
                                   kv.getKey(),
-                                  kv.getValue().getOnly(REVISION_ID));
+                                  kv.getValue().getAll(REVISION_ID));
                       ImmutableSet.Builder<KV<PendingDeposit, DepositFragment>> results =
                           new ImmutableSet.Builder<>();
                       for (KV<String, CoGbkResult> hostToPendingDeposits :
@@ -637,7 +669,7 @@ public class RdePipeline implements Serializable {
                                 loadResourceByHistoryEntryId(
                                     HostHistory.class,
                                     hostToPendingDeposits.getKey(),
-                                    hostToPendingDeposits.getValue().getOnly(REVISION_ID));
+                                    hostToPendingDeposits.getValue().getAll(REVISION_ID));
                         DepositFragment fragment =
                             marshaller.marshalSubordinateHost(host, superordinateDomain);
                         Streams.stream(hostToPendingDeposits.getValue().getAll(PENDING_DEPOSIT))
@@ -696,6 +728,7 @@ public class RdePipeline implements Serializable {
    * CoGbkResult}s are used.
    */
   protected abstract static class TupleTags {
+
     protected static final TupleTag<KV<PendingDeposit, DepositFragment>> DOMAIN_FRAGMENTS =
         new TupleTag<KV<PendingDeposit, DepositFragment>>() {};
 
@@ -729,10 +762,12 @@ public class RdePipeline implements Serializable {
         UtilsModule.class
       })
   interface RdePipelineComponent {
+
     RdePipeline rdePipeline();
 
     @Component.Builder
     interface Builder {
+
       @BindsInstance
       Builder options(RdePipelineOptions options);
 

core/src/main/java/google/registry/beam/resave/ResaveAllEppResourcesPipeline.java

@@ -0,0 +1,174 @@
+// Copyright 2022 The Nomulus Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package google.registry.beam.resave;
+
+import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
+import static org.apache.beam.sdk.values.TypeDescriptors.integers;
+
+import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.ImmutableSet;
+import google.registry.beam.common.RegistryJpaIO;
+import google.registry.beam.common.RegistryJpaIO.Read;
+import google.registry.model.EppResource;
+import google.registry.model.contact.ContactResource;
+import google.registry.model.domain.DomainBase;
+import google.registry.model.host.HostResource;
+import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
+import google.registry.persistence.transaction.CriteriaQueryBuilder;
+import google.registry.util.DateTimeUtils;
+import java.io.Serializable;
+import java.util.concurrent.ThreadLocalRandom;
+import org.apache.beam.sdk.Pipeline;
+import org.apache.beam.sdk.PipelineResult;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.GroupIntoBatches;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.WithKeys;
+import org.apache.beam.sdk.util.ShardedKey;
+import org.apache.beam.sdk.values.KV;
+import org.joda.time.DateTime;
+
+/**
+ * A Dataflow Flex pipeline that resaves changed EPP resources in SQL.
+ *
+ * <p>Due to the way that Hibernate works, if an entity is unchanged by {@link
+ * EppResource#cloneProjectedAtTime(DateTime)} it will not actually be re-persisted to the database.
+ * Thus, the only actual changes occur when objects are changed by projecting them to now, such as
+ * when a pending transfer is resolved.
+ */
+public class ResaveAllEppResourcesPipeline implements Serializable {
+
+  private static final ImmutableSet<Class<? extends EppResource>> EPP_RESOURCE_CLASSES =
+      ImmutableSet.of(ContactResource.class, DomainBase.class, HostResource.class);
+
+  /**
+   * There exist three possible situations where we know we'll want to project domains to the
+   * current point in time:
+   *
+   * <ul>
+   *   <li>A pending domain transfer has expired.
+   *   <li>A domain is past its expiration time without being deleted (this means it autorenewed).
+   *   <li>A domain has expired grace periods.
+   * </ul>
+   *
+   * <p>This command contains all three scenarios so that we can avoid querying the Domain table
+   * multiple times, and to avoid projecting and resaving the same domain multiple times.
+   */
+  private static final String DOMAINS_TO_PROJECT_QUERY =
+      "FROM Domain d WHERE (d.transferData.transferStatus = 'PENDING' AND"
+          + " d.transferData.pendingTransferExpirationTime < current_timestamp()) OR"
+          + " (d.registrationExpirationTime < current_timestamp() AND d.deletionTime ="
+          + " (:END_OF_TIME)) OR (EXISTS (SELECT 1 FROM GracePeriod gp WHERE gp.domainRepoId ="
+          + " d.repoId AND gp.expirationTime < current_timestamp()))";
+
+  private final ResaveAllEppResourcesPipelineOptions options;
+
+  ResaveAllEppResourcesPipeline(ResaveAllEppResourcesPipelineOptions options) {
+    this.options = options;
+  }
+
+  PipelineResult run() {
+    Pipeline pipeline = Pipeline.create(options);
+    setupPipeline(pipeline);
+    return pipeline.run();
+  }
+
+  void setupPipeline(Pipeline pipeline) {
+    options.setIsolationOverride(TransactionIsolationLevel.TRANSACTION_READ_COMMITTED);
+    if (options.getFast()) {
+      fastResaveContacts(pipeline);
+      fastResaveDomains(pipeline);
+    } else {
+      EPP_RESOURCE_CLASSES.forEach(clazz -> forceResaveAllResources(pipeline, clazz));
+    }
+  }
+
+  /** Projects to the current time and saves any contacts with expired transfers. */
+  private void fastResaveContacts(Pipeline pipeline) {
+    Read<ContactResource, ContactResource> read =
+        RegistryJpaIO.read(
+            "FROM Contact WHERE transferData.transferStatus = 'PENDING' AND"
+                + " transferData.pendingTransferExpirationTime < current_timestamp()",
+            ContactResource.class,
+            c -> c);
+    projectAndResaveResources(pipeline, ContactResource.class, read);
+  }
+
+  /**
+   * Projects to the current time and saves any domains with expired pending actions (e.g.
+   * transfers, grace periods).
+   *
+   * <p>The logic of what might have changed is paraphrased from {@link
+   * google.registry.model.domain.DomainContent#cloneProjectedAtTime(DateTime)}.
+   */
+  private void fastResaveDomains(Pipeline pipeline) {
+    Read<DomainBase, DomainBase> read =
+        RegistryJpaIO.read(
+            DOMAINS_TO_PROJECT_QUERY,
+            ImmutableMap.of("END_OF_TIME", DateTimeUtils.END_OF_TIME),
+            DomainBase.class,
+            d -> d);
+    projectAndResaveResources(pipeline, DomainBase.class, read);
+  }
+
+  /** Projects all resources to the current time and saves them. */
+  private <T extends EppResource> void forceResaveAllResources(Pipeline pipeline, Class<T> clazz) {
+    Read<T, T> read = RegistryJpaIO.read(() -> CriteriaQueryBuilder.create(clazz).build());
+    projectAndResaveResources(pipeline, clazz, read);
+  }
+
+  /** Projects and re-saves the result of the provided {@link Read}. */
+  private <T extends EppResource> void projectAndResaveResources(
+      Pipeline pipeline, Class<T> clazz, Read<?, T> read) {
+    int numShards = options.getSqlWriteShards();
+    int batchSize = options.getSqlWriteBatchSize();
+    String className = clazz.getSimpleName();
+    pipeline
+        .apply("Read " + className, read)
+        .apply(
+            "Shard data for class" + className,
+            WithKeys.<Integer, T>of(e -> ThreadLocalRandom.current().nextInt(numShards))
+                .withKeyType(integers()))
+        .apply(
+            "Group into batches for class" + className,
+            GroupIntoBatches.<Integer, T>ofSize(batchSize).withShardedKey())
+        .apply("Map " + className + " to now", ParDo.of(new BatchedProjectionFunction<>()))
+        .apply(
+            "Write transformed " + className,
+            RegistryJpaIO.<EppResource>write()
+                .withName("Write transformed " + className)
+                .withBatchSize(batchSize)
+                .withShards(numShards));
+  }
+
+  private static class BatchedProjectionFunction<T extends EppResource>
+      extends DoFn<KV<ShardedKey<Integer>, Iterable<T>>, EppResource> {
+
+    @ProcessElement
+    public void processElement(
+        @Element KV<ShardedKey<Integer>, Iterable<T>> element,
+        OutputReceiver<EppResource> outputReceiver) {
+      jpaTm()
+          .transact(
+              () ->
+                  element
+                      .getValue()
+                      .forEach(
+                          resource ->
+                              outputReceiver.output(
+                                  resource.cloneProjectedAtTime(jpaTm().getTransactionTime()))));
+    }
+  }
+}

core/src/main/java/google/registry/beam/resave/ResaveAllEppResourcesPipelineOptions.java

@@ -1,4 +1,4 @@
-// Copyright 2021 The Nomulus Authors. All Rights Reserved.
+// Copyright 2022 The Nomulus Authors. All Rights Reserved.
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -12,11 +12,15 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-package google.registry.beam.comparedb;
+package google.registry.beam.resave;
 
 import google.registry.beam.common.RegistryPipelineOptions;
-import google.registry.model.annotations.DeleteAfterMigration;
+import org.apache.beam.sdk.options.Description;
 
-/** BEAM pipeline options for {@link ValidateSqlPipeline}. */
-@DeleteAfterMigration
-public interface ValidateSqlPipelineOptions extends RegistryPipelineOptions {}
+public interface ResaveAllEppResourcesPipelineOptions extends RegistryPipelineOptions {
+
+  @Description("True if we should attempt to run only over potentially out-of-date EPP resources")
+  boolean getFast();
+
+  void setFast(boolean fast);
+}

core/src/main/java/google/registry/config/CloudTasksUtilsModule.java

@@ -21,6 +21,7 @@ import dagger.Module;
 import dagger.Provides;
 import google.registry.config.CredentialModule.DefaultCredential;
 import google.registry.config.RegistryConfig.Config;
+import google.registry.util.Clock;
 import google.registry.util.CloudTasksUtils;
 import google.registry.util.CloudTasksUtils.GcpCloudTasksClient;
 import google.registry.util.CloudTasksUtils.SerializableCloudTasksClient;
@@ -46,8 +47,9 @@ public abstract class CloudTasksUtilsModule {
       @Config("projectId") String projectId,
       @Config("locationId") String locationId,
       SerializableCloudTasksClient client,
-      Retrier retrier) {
-    return new CloudTasksUtils(retrier, projectId, locationId, client);
+      Retrier retrier,
+      Clock clock) {
+    return new CloudTasksUtils(retrier, clock, projectId, locationId, client);
   }
 
   // Provides a supplier instead of using a Dagger @Provider because the latter is not serializable.

core/src/main/java/google/registry/config/RegistryConfig.java

@@ -33,6 +33,7 @@ import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.ImmutableSortedMap;
 import dagger.Module;
 import dagger.Provides;
+import google.registry.persistence.transaction.JpaTransactionManager;
 import google.registry.util.TaskQueueUtils;
 import google.registry.util.YamlUtils;
 import java.lang.annotation.Documented;
@@ -575,6 +576,19 @@ public final class RegistryConfig {
       return config.beam.highPerformanceMachineType;
     }
 
+    /**
+     * Returns initial number of workers used for a Beam pipeline. Autoscaling can still in effect.
+     *
+     * @see <a
+     *     href=https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline#horizontal-autoscaling>
+     *     Horizontal Autoscaling </a>
+     */
+    @Provides
+    @Config("initialWorkerCount")
+    public static int provideInitialWorkerCount(RegistryConfigSettings config) {
+      return config.beam.initialWorkerCount;
+    }
+
     /**
      * Returns the default job region to run Apache Beam (Cloud Dataflow) jobs in.
      *
@@ -674,7 +688,7 @@ public final class RegistryConfig {
     @Provides
     @Config("defaultShouldPublishInvoices")
     public static boolean provideDefaultShouldPublishInvoices() {
-      return true;
+      return false;
     }
 
     /**
@@ -1337,6 +1351,12 @@ public final class RegistryConfig {
     public static int provideWipeOutQueryBatchSize(RegistryConfigSettings config) {
       return config.contactHistory.wipeOutQueryBatchSize;
     }
+
+    @Provides
+    @Config("jdbcBatchSize")
+    public static int provideHibernateJdbcBatchSize(RegistryConfigSettings config) {
+      return config.hibernate.jdbcBatchSize;
+    }
   }
 
   /** Returns the App Engine project ID, which is based off the environment name. */
@@ -1424,8 +1444,8 @@ public final class RegistryConfig {
   }
 
   /** Returns the amount of time a singleton should be cached, before expiring. */
-  public static Duration getSingletonCacheRefreshDuration() {
-    return Duration.standardSeconds(CONFIG_SETTINGS.get().caching.singletonCacheRefreshSeconds);
+  public static java.time.Duration getSingletonCacheRefreshDuration() {
+    return java.time.Duration.ofSeconds(CONFIG_SETTINGS.get().caching.singletonCacheRefreshSeconds);
   }
 
   /**
@@ -1434,13 +1454,13 @@ public final class RegistryConfig {
    * @see google.registry.model.tld.label.ReservedList
    * @see google.registry.model.tld.label.PremiumList
    */
-  public static Duration getDomainLabelListCacheDuration() {
-    return Duration.standardSeconds(CONFIG_SETTINGS.get().caching.domainLabelCachingSeconds);
+  public static java.time.Duration getDomainLabelListCacheDuration() {
+    return java.time.Duration.ofSeconds(CONFIG_SETTINGS.get().caching.domainLabelCachingSeconds);
   }
 
   /** Returns the amount of time a singleton should be cached in persist mode, before expiring. */
-  public static Duration getSingletonCachePersistDuration() {
-    return Duration.standardSeconds(CONFIG_SETTINGS.get().caching.singletonCachePersistSeconds);
+  public static java.time.Duration getSingletonCachePersistDuration() {
+    return java.time.Duration.ofSeconds(CONFIG_SETTINGS.get().caching.singletonCachePersistSeconds);
   }
 
   /**
@@ -1462,8 +1482,8 @@ public final class RegistryConfig {
   /**
    * Returns the amount of time an EPP resource or key should be cached in memory before expiring.
    */
-  public static Duration getEppResourceCachingDuration() {
-    return Duration.standardSeconds(CONFIG_SETTINGS.get().caching.eppResourceCachingSeconds);
+  public static java.time.Duration getEppResourceCachingDuration() {
+    return java.time.Duration.ofSeconds(CONFIG_SETTINGS.get().caching.eppResourceCachingSeconds);
   }
 
   /** Returns the maximum number of EPP resources and keys to keep in in-memory cache. */
@@ -1531,6 +1551,31 @@ public final class RegistryConfig {
     return CONFIG_SETTINGS.get().hibernate.hikariIdleTimeout;
   }
 
+  /**
+   * JDBC-specific: driver default batch size is 0, which means that every INSERT statement will be
+   * sent to the database individually. Batching allows us to group together multiple inserts into
+   * one single INSERT statement which can dramatically increase speed in situations with many
+   * inserts.
+   *
+   * <p>Hibernate docs, i.e.
+   * https://docs.jboss.org/hibernate/orm/5.6/userguide/html_single/Hibernate_User_Guide.html,
+   * recommend between 10 and 50.
+   */
+  public static int getHibernateJdbcBatchSize() {
+    return CONFIG_SETTINGS.get().hibernate.jdbcBatchSize;
+  }
+
+  /**
+   * Returns the JDBC fetch size.
+   *
+   * <p>Postgresql-specific: driver default fetch size is 0, which disables streaming result sets.
+   * Here we set a small default geared toward Nomulus server transactions. Large queries can
+   * override the defaults using {@link JpaTransactionManager#setQueryFetchSize}.
+   */
+  public static String getHibernateJdbcFetchSize() {
+    return CONFIG_SETTINGS.get().hibernate.jdbcFetchSize;
+  }
+
   /** Returns the roid suffix to be used for the roids of all contacts and hosts. */
   public static String getContactAndHostRoidSuffix() {
     return CONFIG_SETTINGS.get().registryPolicy.contactAndHostRoidSuffix;

core/src/main/java/google/registry/config/RegistryConfigSettings.java

@@ -120,6 +120,8 @@ public class RegistryConfigSettings {
     public String hikariMinimumIdle;
     public String hikariMaximumPoolSize;
     public String hikariIdleTimeout;
+    public int jdbcBatchSize;
+    public String jdbcFetchSize;
   }
 
   /** Configuration for Cloud SQL. */
@@ -135,6 +137,7 @@ public class RegistryConfigSettings {
   public static class Beam {
     public String defaultJobRegion;
     public String highPerformanceMachineType;
+    public int initialWorkerCount;
     public String stagingBucketUrl;
   }
 

core/src/main/java/google/registry/config/files/default-config.yaml

@@ -221,6 +221,17 @@ hibernate:
   hikariMinimumIdle: 1
   hikariMaximumPoolSize: 10
   hikariIdleTimeout: 300000
+  # The batch size is basically the number of insertions / updates in a single
+  # transaction that will be batched together into one INSERT/UPDATE statement.
+  # A larger batch size is useful when inserting or updating many entities in a
+  # single transaction. Hibernate docs
+  # (https://docs.jboss.org/hibernate/orm/5.6/userguide/html_single/Hibernate_User_Guide.html)
+  # recommend between 10 and 50.
+  jdbcBatchSize: 50
+  # The fetch size is the number of entities retrieved at a time from the
+  # database cursor. Here we set a small default geared toward Nomulus server
+  # transactions. Large queries can override the defaults on a per-query basis.
+  jdbcFetchSize: 20
 
 cloudSql:
   # jdbc url for the Cloud SQL database.
@@ -231,6 +242,9 @@ cloudSql:
   jdbcUrl: jdbc:postgresql://localhost
   # This name is used by Cloud SQL when connecting to the database.
   instanceConnectionName: project-id:region:instance-id
+  # If non-null, we will use this instance for certain read-only actions or
+  # pipelines, e.g. RDE, in order to offload some work from the primary
+  # instance. Expect any write actions on this instance to fail.
   replicaInstanceConnectionName: null
 
 cloudDns:
@@ -428,6 +442,11 @@ beam:
   # core count per machine may be preferable in order to preserve IP addresses.
   # See: https://cloud.google.com/compute/quotas#cpu_quota
   highPerformanceMachineType: n2-standard-4
+  # The initial number of workers requested. This can help speed up the pipeline
+  # which otherwise would take some time to spin up the necessary number of
+  # works. Autoscaling is still in effect to reduce the number of workers if
+  # not in use.
+  initialWorkerCount: 24
   stagingBucketUrl: gcs-bucket-with-staged-templates
 
 keyring:
@@ -472,9 +491,9 @@ sslCertificateValidation:
   # The minimum number of days between two successive expiring notification emails.
   expirationWarningIntervalDays: 15
   # Text for expiring certificate notification email subject.
-  expirationWarningEmailSubjectText: "[Important] Expiring SSL certificate for Google Registry EPP connection"
-  # Text for expiring certificate notification email body that accepts 3 parameters:
-  # registrar name, certificate type, and expiration date, respectively.
+  expirationWarningEmailSubjectText: "Expiring SSL certificate for Example Registry EPP connection"
+  # Text for expiring certificate notification email body that accepts 4 parameters:
+  # registrar name, certificate type, expiration date and registrar id, respectively.
   expirationWarningEmailBodyText: |
     Dear %1$s,
 
@@ -482,25 +501,15 @@ sslCertificateValidation:
 
     Kindly update your production account certificate within the support console using the following steps:
 
-      1. Navigate to support.registry.google and login using your %4$s@registry.google credentials.
-          * If this is your first time logging in, you will be prompted to reset your password, so please keep your new password safe.
-          * If you are already logged in with some other Google account(s) but not your %4$s@registry.google account, you need to click on
-          “Add Account” and login using your %4$s@registry.google credentials.
+      1. Navigate to support.registry.example and login using your %4$s@registry.example credentials.
       2. Select “Settings > Security” from the left navigation bar.
       3. Click “Edit” on the top left corner.
-      4. Enter your full certificate string (including lines -----BEGIN CERTIFICATE----- and -----END CERTIFICATE-----) in the box.
-      5. Click “Save”. If there are validation issues with the form, you will be prompted to fix them and click “Save” again.
+      4. Enter your full certificate string in the box.
+      5. Click “Save”.
 
-    A failover SSL certificate can also be added in order to prevent connection issues once your main certificate expires. Connecting with either of the certificates will work with our production EPP server.
-
-    Further information about our EPP connection requirements can be found in section 9.2 in the updated Technical Guide in your Google Drive folder.
-
-    Note that account certificate changes take a few minutes to become effective and that the existing connections will remain unaffected by the change.
-
-    If you also would like to update your OT&E account certificate, please send an email from your primary or technical contact to registry-support@google.com and include the full certificate string (including lines -----BEGIN CERTIFICATE----- and -----END CERTIFICATE-----).
 
     Regards,
-    Google Registry
+    Example Registry
 
   # The minimum number of bits an RSA key must contain.
   minimumRsaKeyLength: 2048

core/src/main/java/google/registry/cron/CommitLogFanoutAction.java

@@ -20,7 +20,6 @@ import google.registry.request.Action;
 import google.registry.request.Action.Service;
 import google.registry.request.Parameter;
 import google.registry.request.auth.Auth;
-import google.registry.util.Clock;
 import google.registry.util.CloudTasksUtils;
 import java.util.Optional;
 import javax.inject.Inject;
@@ -35,7 +34,6 @@ public final class CommitLogFanoutAction implements Runnable {
 
   public static final String BUCKET_PARAM = "bucket";
 
-  @Inject Clock clock;
   @Inject CloudTasksUtils cloudTasksUtils;
 
   @Inject @Parameter("endpoint") String endpoint;
@@ -43,18 +41,15 @@ public final class CommitLogFanoutAction implements Runnable {
   @Inject @Parameter("jitterSeconds") Optional<Integer> jitterSeconds;
   @Inject CommitLogFanoutAction() {}
 
-
-
   @Override
   public void run() {
     for (int bucketId : CommitLogBucket.getBucketIds()) {
       cloudTasksUtils.enqueue(
           queue,
-          CloudTasksUtils.createPostTask(
+          cloudTasksUtils.createPostTaskWithJitter(
               endpoint,
               Service.BACKEND.toString(),
               ImmutableMultimap.of(BUCKET_PARAM, Integer.toString(bucketId)),
-              clock,
               jitterSeconds));
     }
   }

core/src/main/java/google/registry/cron/TldFanoutAction.java

@@ -45,7 +45,6 @@ import google.registry.request.ParameterMap;
 import google.registry.request.RequestParameters;
 import google.registry.request.Response;
 import google.registry.request.auth.Auth;
-import google.registry.util.Clock;
 import google.registry.util.CloudTasksUtils;
 import java.util.Optional;
 import java.util.stream.Stream;
@@ -98,7 +97,6 @@ public final class TldFanoutAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
-  @Inject Clock clock;
   @Inject CloudTasksUtils cloudTasksUtils;
   @Inject Response response;
   @Inject @Parameter(ENDPOINT_PARAM) String endpoint;
@@ -159,7 +157,7 @@ public final class TldFanoutAction implements Runnable {
       params = ArrayListMultimap.create(params);
       params.put(RequestParameters.PARAM_TLD, tld);
     }
-    return CloudTasksUtils.createPostTask(
-        endpoint, Service.BACKEND.toString(), params, clock, jitterSeconds);
+    return cloudTasksUtils.createPostTaskWithJitter(
+        endpoint, Service.BACKEND.toString(), params, jitterSeconds);
   }
 }

core/src/main/java/google/registry/env/alpha/default/WEB-INF/cron.xml

@@ -80,7 +80,7 @@
   </cron>
 
   <cron>
-    <url><![CDATA[/_dr/task/resaveAllEppResources?fast=true]]></url>
+    <url><![CDATA[/_dr/task/resaveAllEppResourcesPipeline?fast=true]]></url>
     <description>
       This job resaves all our resources, projected in time to "now".
       It is needed for "deleteOldCommitLogs" to work correctly.
@@ -89,48 +89,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteOldCommitLogs]]></url>
-    <description>
-      This job deletes unreferenced commit logs from Datastore that are older than thirty days.
-      Since references are only updated on save, if we want to delete "unneeded" commit logs, we
-      also need "resaveAllEppResources" to run periodically.
-    </description>
-    <schedule>3rd monday of month 09:00</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/commitLogCheckpoint]]></url>
-    <description>
-      This job checkpoints the commit log buckets and exports the diff since last checkpoint to GCS.
-    </description>
-    <schedule>every 3 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/deleteContactsAndHosts]]></url>
-    <description>
-      This job runs a mapreduce that processes batch asynchronous deletions of
-      contact and host resources by mapping over all EppResources and checking
-      for any references to the contacts/hosts in pending deletion.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/refreshDnsOnHostRename]]></url>
-    <description>
-      This job runs a mapreduce that asynchronously handles DNS refreshes for
-      host renames by mapping over all domains and creating DNS refresh tasks
-      for any domains that reference a renamed host.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/task/expandRecurringBillingEvents]]></url>
     <description>
@@ -152,23 +110,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=export-snapshot&endpoint=/_dr/task/backupDatastore&runInEmpty]]></url>
-    <description>
-      This job fires off a Datastore managed-export job that generates snapshot files in GCS.
-      It also enqueues a new task to wait on the completion of that job and then load the resulting
-      snapshot into bigquery.
-    </description>
-    <!--
-      Keep google.registry.export.CheckBackupAction.MAXIMUM_BACKUP_RUNNING_TIME less than
-      this interval. -->
-    <schedule>every day 06:00</schedule>
-    <target>backend</target>
-  </cron>
-
-  <!--
-    Removed for the duration of load testing
-    TODO(b/71607184): Restore after loadtesting is done
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/deleteProberData&runInEmpty]]></url>
     <description>
@@ -178,7 +119,6 @@
     <timezone>UTC</timezone>
     <target>backend</target>
   </cron>
-  -->
 
   <!-- TODO: Add borgmon job to check that these files are created and updated successfully. -->
   <cron>
@@ -199,24 +139,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=replay-commit-logs-to-sql&endpoint=/_dr/task/replayCommitLogsToSql&runInEmpty]]></url>
-    <description>
-      Replays recent commit logs from Datastore to the SQL secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/replicateToDatastore]]></url>
-    <description>
-      Replays recent transactions from SQL to the Datastore secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/readDnsQueue?jitterSeconds=45]]></url>
     <description>

core/src/main/java/google/registry/env/common/backend/WEB-INF/web.xml

@@ -316,6 +316,12 @@
     <url-pattern>/_dr/task/resaveAllEppResources</url-pattern>
   </servlet-mapping>
 
+  <!--  Dataflow pipeline to re-save all EPP resources. -->
+  <servlet-mapping>
+    <servlet-name>backend-servlet</servlet-name>
+    <url-pattern>/_dr/task/resaveAllEppResourcesPipeline</url-pattern>
+  </servlet-mapping>
+
   <!--  Reread all Registrar RDAP Base Urls from the ICANN endpoint. -->
   <servlet-mapping>
     <servlet-name>backend-servlet</servlet-name>
@@ -422,6 +428,12 @@ have been in the database for a certain period of time. -->
     <url-pattern>/_dr/task/createSyntheticHistoryEntries</url-pattern>
   </servlet-mapping>
 
+  <!-- Action to sync Datastore to a snapshot of the primary SQL database. -->
+  <servlet-mapping>
+    <servlet-name>backend-servlet</servlet-name>
+    <url-pattern>/_dr/task/syncDatastoreToSqlSnapshot</url-pattern>
+  </servlet-mapping>
+
   <!-- Security config -->
   <security-constraint>
     <web-resource-collection>

core/src/main/java/google/registry/env/common/default/WEB-INF/dos.xml

@@ -1,16 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<blacklistentries>
-
-  <!-- Example IPv4 CIDR Subnet
-  <blacklist>
-    <subnet>1.2.3.4/24</subnet>
-    <description>An IPv4 subnet</description>
-  </blacklist> -->
-
-  <!-- Example IPv6 CIDR Subnet
-  <blacklist>
-    <subnet>abcd::123:4567/48</subnet>
-    <description>An IPv6 subnet</description>
-  </blacklist> -->
-
-</blacklistentries>

core/src/main/java/google/registry/env/common/pubapi/WEB-INF/dos.xml

@@ -1,16 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<blacklistentries>
-
-  <!-- Example IPv4 CIDR Subnet
-  <blacklist>
-    <subnet>1.2.3.4/24</subnet>
-    <description>An IPv4 subnet</description>
-  </blacklist> -->
-
-  <!-- Example IPv6 CIDR Subnet
-  <blacklist>
-    <subnet>abcd::123:4567/48</subnet>
-    <description>An IPv6 subnet</description>
-  </blacklist> -->
-
-</blacklistentries>

core/src/main/java/google/registry/env/crash/default/WEB-INF/cron.xml

@@ -102,55 +102,6 @@
     <target>backend</target>
   </cron>
 
-  <!-- Disabled for sql-only tests.
-  <cron>
-    <url><![CDATA[/_dr/cron/commitLogCheckpoint]]></url>
-    <description>
-      This job checkpoints the commit log buckets and exports the diff since last checkpoint to GCS.
-    </description>
-    <schedule>every 3 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-  -->
-
-  <cron>
-    <url><![CDATA[/_dr/task/deleteContactsAndHosts]]></url>
-    <description>
-      This job runs a mapreduce that processes batch asynchronous deletions of
-      contact and host resources by mapping over all EppResources and checking
-      for any references to the contacts/hosts in pending deletion.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/refreshDnsOnHostRename]]></url>
-    <description>
-      This job runs a mapreduce that asynchronously handles DNS refreshes for
-      host renames by mapping over all domains and creating DNS refresh tasks
-      for any domains that reference a renamed host.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <!-- Disabled for sql-only tests
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=export-snapshot&endpoint=/_dr/task/backupDatastore&runInEmpty]]></url>
-    <description>
-      This job fires off a Datastore managed-export job that generates snapshot files in GCS.
-      It also enqueues a new task to wait on the completion of that job and then load the resulting
-      snapshot into bigquery.
-    </description>
-    <!- -
-      Keep google.registry.export.CheckBackupAction.MAXIMUM_BACKUP_RUNNING_TIME less than
-      this interval. - ->
-    <schedule>every day 06:00</schedule>
-    <target>backend</target>
-  </cron>
-  -->
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/deleteProberData&runInEmpty]]></url>
     <description>
@@ -200,26 +151,6 @@
     <target>backend</target>
   </cron>
 
-  <!-- Disabled for sql-only tests.
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=replay-commit-logs-to-sql&endpoint=/_dr/task/replayCommitLogsToSql&runInEmpty]]></url>
-    <description>
-      Replays recent commit logs from Datastore to the SQL secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-  -->
-
-  <cron>
-    <url><![CDATA[/_dr/cron/replicateToDatastore]]></url>
-    <description>
-      Replays recent transactions from SQL to the Datastore secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
   <!--
     The next two wipeout jobs are required when crash has production data.
    -->
@@ -231,13 +162,4 @@
     <schedule>every saturday 03:07</schedule>
     <target>backend</target>
   </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/wipeOutDatastore]]></url>
-    <description>
-      This job runs an action that deletes all data in Cloud Datastore.
-    </description>
-    <schedule>every saturday 03:07</schedule>
-    <target>backend</target>
-  </cron>
 </cronentries>

core/src/main/java/google/registry/env/production/default/WEB-INF/appengine-web.xml

@@ -7,7 +7,7 @@
   <sessions-enabled>true</sessions-enabled>
   <instance-class>B4_1G</instance-class>
   <manual-scaling>
-    <instances>15</instances>
+    <instances>12</instances>
   </manual-scaling>
 
   <system-properties>

core/src/main/java/google/registry/env/production/default/WEB-INF/cron.xml

@@ -103,7 +103,7 @@
   </cron>
 
   <cron>
-    <url><![CDATA[/_dr/task/resaveAllEppResources?fast=true]]></url>
+    <url><![CDATA[/_dr/task/resaveAllEppResourcesPipeline?fast=true]]></url>
     <description>
       This job resaves all our resources, projected in time to "now".
       It is needed for "deleteOldCommitLogs" to work correctly.
@@ -121,26 +121,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteOldCommitLogs]]></url>
-    <description>
-      This job deletes unreferenced commit logs from Datastore that are older than thirty days.
-      Since references are only updated on save, if we want to delete "unneeded" commit logs, we
-      also need "resaveAllEppResources" to run periodically.
-    </description>
-    <schedule>3rd monday of month 09:00</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/commitLogCheckpoint]]></url>
-    <description>
-      This job checkpoints the commit log buckets and exports the diff since last checkpoint to GCS.
-    </description>
-    <schedule>every 3 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/exportDomainLists&runInEmpty]]></url>
     <description>
@@ -150,28 +130,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteContactsAndHosts]]></url>
-    <description>
-      This job runs a mapreduce that processes batch asynchronous deletions of
-      contact and host resources by mapping over all EppResources and checking
-      for any references to the contacts/hosts in pending deletion.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/refreshDnsOnHostRename]]></url>
-    <description>
-      This job runs a mapreduce that asynchronously handles DNS refreshes for
-      host renames by mapping over all domains and creating DNS refresh tasks
-      for any domains that reference a renamed host.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/task/expandRecurringBillingEvents]]></url>
     <description>
@@ -202,20 +160,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=export-snapshot&endpoint=/_dr/task/backupDatastore&runInEmpty]]></url>
-    <description>
-      This job fires off a Datastore managed-export job that generates snapshot files in GCS.
-      It also enqueues a new task to wait on the completion of that job and then load the resulting
-      snapshot into bigquery.
-    </description>
-    <!--
-      Keep google.registry.export.CheckBackupAction.MAXIMUM_BACKUP_RUNNING_TIME less than
-      this interval. -->
-    <schedule>every day 06:00</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=nordn&endpoint=/_dr/task/nordnUpload&forEachRealTld&lordn-phase=sunrise]]></url>
     <description>
@@ -311,7 +255,7 @@
   </cron>
 
   <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/generateInvoices&runInEmpty]]></url>
+    <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/generateInvoices?shouldPublish=true&runInEmpty]]></url>
     <description>
       Starts the beam/invoicing/InvoicingPipeline Dataflow template, which creates the overall invoice and
       detail report CSVs for last month, storing them in gs://[PROJECT-ID]-billing/invoices/yyyy-MM.
@@ -340,15 +284,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=replay-commit-logs-to-sql&endpoint=/_dr/task/replayCommitLogsToSql&runInEmpty]]></url>
-    <description>
-      Replays recent commit logs from Datastore to the SQL secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/task/wipeOutContactHistoryPii]]></url>
     <description>

core/src/main/java/google/registry/env/production/pubapi/WEB-INF/appengine-web.xml

@@ -7,7 +7,7 @@
   <sessions-enabled>true</sessions-enabled>
   <instance-class>B4_1G</instance-class>
   <manual-scaling>
-    <instances>20</instances>
+    <instances>12</instances>
   </manual-scaling>
 
   <system-properties>

core/src/main/java/google/registry/env/qa/default/WEB-INF/cron.xml

@@ -32,7 +32,7 @@
   </cron>
 
   <cron>
-    <url><![CDATA[/_dr/task/resaveAllEppResources?fast=true]]></url>
+    <url><![CDATA[/_dr/task/resaveAllEppResourcesPipeline?fast=true]]></url>
     <description>
       This job resaves all our resources, projected in time to "now".
       It is needed for "deleteOldCommitLogs" to work correctly.
@@ -41,39 +41,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteOldCommitLogs]]></url>
-    <description>
-      This job deletes unreferenced commit logs from Datastore that are older than thirty days.
-      Since references are only updated on save, if we want to delete "unneeded" commit logs, we
-      also need "resaveAllEppResources" to run periodically.
-    </description>
-    <schedule>3rd monday of month 09:00</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/deleteContactsAndHosts]]></url>
-    <description>
-      This job runs a mapreduce that processes batch asynchronous deletions of
-      contact and host resources by mapping over all EppResources and checking
-      for any references to the contacts/hosts in pending deletion.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/refreshDnsOnHostRename]]></url>
-    <description>
-      This job runs a mapreduce that asynchronously handles DNS refreshes for
-      host renames by mapping over all domains and creating DNS refresh tasks
-      for any domains that reference a renamed host.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/syncGroupMembers&runInEmpty]]></url>
     <description>
@@ -101,40 +68,4 @@
     <schedule>every saturday 03:07</schedule>
     <target>backend</target>
   </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/wipeOutDatastore]]></url>
-    <description>
-      This job runs an action that deletes all data in Cloud Datastore.
-    </description>
-    <schedule>every saturday 03:07</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=replay-commit-logs-to-sql&endpoint=/_dr/task/replayCommitLogsToSql&runInEmpty]]></url>
-    <description>
-      Replays recent commit logs from Datastore to the SQL secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/replicateToDatastore]]></url>
-    <description>
-      Replays recent transactions from SQL to the Datastore secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/commitLogCheckpoint]]></url>
-    <description>
-      This job checkpoints the commit log buckets and exports the diff since last checkpoint to GCS.
-    </description>
-    <schedule>every 3 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
 </cronentries>

core/src/main/java/google/registry/env/sandbox/default/WEB-INF/appengine-web.xml

@@ -7,7 +7,7 @@
   <sessions-enabled>true</sessions-enabled>
   <instance-class>B4_1G</instance-class>
   <manual-scaling>
-    <instances>10</instances>
+    <instances>6</instances>
   </manual-scaling>
 
   <system-properties>

core/src/main/java/google/registry/env/sandbox/default/WEB-INF/cron.xml

@@ -87,7 +87,7 @@
   </cron>
 
   <cron>
-    <url><![CDATA[/_dr/task/resaveAllEppResources?fast=true]]></url>
+    <url><![CDATA[/_dr/task/resaveAllEppResourcesPipeline?fast=true]]></url>
     <description>
       This job resaves all our resources, projected in time to "now".
       It is needed for "deleteOldCommitLogs" to work correctly.
@@ -96,26 +96,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteOldCommitLogs]]></url>
-    <description>
-      This job deletes unreferenced commit logs from Datastore that are older than thirty days.
-      Since references are only updated on save, if we want to delete "unneeded" commit logs, we
-      also need "resaveAllEppResources" to run periodically.
-    </description>
-    <schedule>3rd monday of month 09:00</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/commitLogCheckpoint]]></url>
-    <description>
-      This job checkpoints the commit log buckets and exports the diff since last checkpoint to GCS.
-    </description>
-    <schedule>every 3 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/exportDomainLists&runInEmpty]]></url>
     <description>
@@ -125,28 +105,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/deleteContactsAndHosts]]></url>
-    <description>
-      This job runs a mapreduce that processes batch asynchronous deletions of
-      contact and host resources by mapping over all EppResources and checking
-      for any references to the contacts/hosts in pending deletion.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/task/refreshDnsOnHostRename]]></url>
-    <description>
-      This job runs a mapreduce that asynchronously handles DNS refreshes for
-      host renames by mapping over all domains and creating DNS refresh tasks
-      for any domains that reference a renamed host.
-    </description>
-    <schedule>every 5 minutes synchronized</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/task/expandRecurringBillingEvents]]></url>
     <description>
@@ -168,29 +126,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/task/sendExpiringCertificateNotificationEmail]]></url>
-    <description>
-      This job runs an action that sends emails to partners if their certificates are expiring soon.
-    </description>
-    <schedule>every day 04:30</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=export-snapshot&endpoint=/_dr/task/backupDatastore&runInEmpty]]></url>
-    <description>
-      This job fires off a Datastore managed-export job that generates snapshot files in GCS.
-      It also enqueues a new task to wait on the completion of that job and then load the resulting
-      snapshot into bigquery.
-    </description>
-    <!--
-      Keep google.registry.export.CheckBackupAction.MAXIMUM_BACKUP_RUNNING_TIME less than
-      this interval. -->
-    <schedule>every day 06:00</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/cron/fanout?queue=retryable-cron-tasks&endpoint=/_dr/task/deleteProberData&runInEmpty]]></url>
     <description>
@@ -238,24 +173,6 @@
     <target>backend</target>
   </cron>
 
-  <cron>
-    <url><![CDATA[/_dr/cron/fanout?queue=replay-commit-logs-to-sql&endpoint=/_dr/task/replayCommitLogsToSql&runInEmpty]]></url>
-    <description>
-      Replays recent commit logs from Datastore to the SQL secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
-  <cron>
-    <url><![CDATA[/_dr/cron/replicateToDatastore]]></url>
-    <description>
-      Replays recent transactions from SQL to the Datastore secondary backend.
-    </description>
-    <schedule>every 3 minutes</schedule>
-    <target>backend</target>
-  </cron>
-
   <cron>
     <url><![CDATA[/_dr/task/wipeOutContactHistoryPii]]></url>
     <description>

core/src/main/java/google/registry/export/BackupDatastoreAction.java

@@ -14,18 +14,22 @@
 
 package google.registry.export;
 
-import static google.registry.export.CheckBackupAction.enqueuePollTask;
 import static google.registry.request.Action.Method.POST;
 
+import com.google.common.base.Joiner;
+import com.google.common.collect.ImmutableMultimap;
 import com.google.common.flogger.FluentLogger;
 import google.registry.config.RegistryConfig;
 import google.registry.export.datastore.DatastoreAdmin;
 import google.registry.export.datastore.Operation;
 import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.request.Action;
+import google.registry.request.Action.Service;
 import google.registry.request.HttpException.InternalServerErrorException;
 import google.registry.request.Response;
 import google.registry.request.auth.Auth;
+import google.registry.util.Clock;
+import google.registry.util.CloudTasksUtils;
 import javax.inject.Inject;
 
 /**
@@ -59,6 +63,8 @@ public class BackupDatastoreAction implements Runnable {
 
   @Inject DatastoreAdmin datastoreAdmin;
   @Inject Response response;
+  @Inject Clock clock;
+  @Inject CloudTasksUtils cloudTasksUtils;
 
   @Inject
   BackupDatastoreAction() {}
@@ -73,8 +79,19 @@ public class BackupDatastoreAction implements Runnable {
               .execute();
 
       String backupName = backup.getName();
-      // Enqueue a poll task to monitor the backup and load REPORTING-related kinds into bigquery.
-      enqueuePollTask(backupName, AnnotatedEntities.getReportingKinds());
+      // Enqueue a poll task to monitor the backup for completion and load reporting-related kinds
+      // into bigquery.
+      cloudTasksUtils.enqueue(
+          CheckBackupAction.QUEUE,
+          cloudTasksUtils.createPostTaskWithDelay(
+              CheckBackupAction.PATH,
+              Service.BACKEND.toString(),
+              ImmutableMultimap.of(
+                  CheckBackupAction.CHECK_BACKUP_NAME_PARAM,
+                  backupName,
+                  CheckBackupAction.CHECK_BACKUP_KINDS_TO_LOAD_PARAM,
+                  Joiner.on(',').join(AnnotatedEntities.getReportingKinds())),
+              CheckBackupAction.POLL_COUNTDOWN));
       String message =
           String.format(
               "Datastore backup started with name: %s\nSaving to %s",

core/src/main/java/google/registry/export/BigqueryPollJobAction.java

@@ -14,18 +14,14 @@
 
 package google.registry.export;
 
-import static com.google.appengine.api.taskqueue.QueueFactory.getQueue;
-import static com.google.appengine.api.taskqueue.TaskOptions.Builder.withUrl;
 import static google.registry.bigquery.BigqueryUtils.toJobReferenceString;
 
 import com.google.api.services.bigquery.Bigquery;
 import com.google.api.services.bigquery.model.Job;
 import com.google.api.services.bigquery.model.JobReference;
-import com.google.appengine.api.taskqueue.Queue;
-import com.google.appengine.api.taskqueue.TaskHandle;
-import com.google.appengine.api.taskqueue.TaskOptions;
-import com.google.appengine.api.taskqueue.TaskOptions.Method;
+import com.google.cloud.tasks.v2.Task;
 import com.google.common.flogger.FluentLogger;
+import com.google.protobuf.ByteString;
 import dagger.Lazy;
 import google.registry.request.Action;
 import google.registry.request.Header;
@@ -33,12 +29,10 @@ import google.registry.request.HttpException.BadRequestException;
 import google.registry.request.HttpException.NotModifiedException;
 import google.registry.request.Payload;
 import google.registry.request.auth.Auth;
-import google.registry.util.TaskQueueUtils;
+import google.registry.util.CloudTasksUtils;
 import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
 import java.io.IOException;
 import java.io.ObjectInputStream;
-import java.io.ObjectOutputStream;
 import javax.inject.Inject;
 import org.joda.time.Duration;
 
@@ -67,11 +61,14 @@ public class BigqueryPollJobAction implements Runnable {
   static final Duration POLL_COUNTDOWN = Duration.standardSeconds(20);
 
   @Inject Bigquery bigquery;
-  @Inject TaskQueueUtils taskQueueUtils;
+  @Inject CloudTasksUtils cloudTasksUtils;
+
   @Inject @Header(CHAINED_TASK_QUEUE_HEADER) Lazy<String> chainedQueueName;
   @Inject @Header(PROJECT_ID_HEADER) String projectId;
   @Inject @Header(JOB_ID_HEADER) String jobId;
-  @Inject @Payload byte[] payload;
+
+  @Inject @Payload ByteString payload;
+
   @Inject BigqueryPollJobAction() {}
 
   @Override
@@ -79,20 +76,25 @@ public class BigqueryPollJobAction implements Runnable {
     boolean jobOutcome =
         checkJobOutcome(); // Throws a NotModifiedException if the job hasn't completed.
     // If the job failed, do not enqueue the next step.
-    if (!jobOutcome || payload == null || payload.length == 0) {
+    if (!jobOutcome || payload == null || payload.size() == 0) {
       return;
     }
     // If there is a payload, it's a chained task, so enqueue it.
-    TaskOptions task;
+    Task task;
     try {
-      task = (TaskOptions) new ObjectInputStream(new ByteArrayInputStream(payload)).readObject();
+      task =
+          (Task)
+              new ObjectInputStream(new ByteArrayInputStream(payload.toByteArray())).readObject();
     } catch (ClassNotFoundException | IOException e) {
       throw new BadRequestException("Cannot deserialize task from payload", e);
     }
-    String taskName = taskQueueUtils.enqueue(getQueue(chainedQueueName.get()), task).getName();
+    Task enqueuedTask = cloudTasksUtils.enqueue(chainedQueueName.get(), task);
     logger.atInfo().log(
         "Added chained task %s for %s to queue %s: %s",
-        taskName, task.getUrl(), chainedQueueName.get(), task);
+        enqueuedTask.getName(),
+        enqueuedTask.getAppEngineHttpRequest().getRelativeUri(),
+        chainedQueueName.get(),
+        enqueuedTask);
   }
 
   /**
@@ -124,51 +126,4 @@ public class BigqueryPollJobAction implements Runnable {
     logger.atInfo().log("Bigquery job succeeded - %s.", jobRefString);
     return true;
   }
-
-
-  /** Helper class to enqueue a bigquery poll job. */
-  public static class BigqueryPollJobEnqueuer {
-
-    private final TaskQueueUtils taskQueueUtils;
-
-    @Inject
-    BigqueryPollJobEnqueuer(TaskQueueUtils taskQueueUtils) {
-      this.taskQueueUtils = taskQueueUtils;
-    }
-
-    /** Enqueue a task to poll for the success or failure of the referenced BigQuery job. */
-    public TaskHandle enqueuePollTask(JobReference jobRef) {
-      return taskQueueUtils.enqueue(
-          getQueue(QUEUE), createCommonPollTask(jobRef).method(Method.GET));
-    }
-
-    /**
-     * Enqueue a task to poll for the success or failure of the referenced BigQuery job and to
-     * launch the provided task in the specified queue if the job succeeds.
-     */
-    public TaskHandle enqueuePollTask(
-        JobReference jobRef, TaskOptions chainedTask, Queue chainedTaskQueue) throws IOException {
-      // Serialize the chainedTask into a byte array to put in the task payload.
-      ByteArrayOutputStream taskBytes = new ByteArrayOutputStream();
-      new ObjectOutputStream(taskBytes).writeObject(chainedTask);
-      return taskQueueUtils.enqueue(
-          getQueue(QUEUE),
-          createCommonPollTask(jobRef)
-              .method(Method.POST)
-              .header(CHAINED_TASK_QUEUE_HEADER, chainedTaskQueue.getQueueName())
-              .payload(taskBytes.toByteArray()));
-    }
-
-    /**
-     * Enqueue a task to poll for the success or failure of the referenced BigQuery job and to
-     * launch the provided task in the specified queue if the job succeeds.
-     */
-    private static TaskOptions createCommonPollTask(JobReference jobRef) {
-      // Omit host header so that task will be run on the current backend/module.
-      return withUrl(PATH)
-          .countdownMillis(POLL_COUNTDOWN.getMillis())
-          .header(PROJECT_ID_HEADER, jobRef.getProjectId())
-          .header(JOB_ID_HEADER, jobRef.getJobId());
-    }
-  }
 }

core/src/main/java/google/registry/export/CheckBackupAction.java

@@ -16,18 +16,14 @@ package google.registry.export;
 
 import static com.google.common.base.Preconditions.checkArgument;
 import static com.google.common.collect.Sets.intersection;
-import static google.registry.export.UploadDatastoreBackupAction.enqueueUploadBackupTask;
 import static google.registry.request.Action.Method.GET;
 import static google.registry.request.Action.Method.POST;
 import static javax.servlet.http.HttpServletResponse.SC_NOT_FOUND;
 
 import com.google.api.client.googleapis.json.GoogleJsonResponseException;
-import com.google.appengine.api.taskqueue.QueueFactory;
-import com.google.appengine.api.taskqueue.TaskHandle;
-import com.google.appengine.api.taskqueue.TaskOptions;
-import com.google.appengine.api.taskqueue.TaskOptions.Method;
 import com.google.common.base.Joiner;
 import com.google.common.base.Splitter;
+import com.google.common.collect.ImmutableMultimap;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Sets;
 import com.google.common.flogger.FluentLogger;
@@ -35,6 +31,7 @@ import google.registry.export.datastore.DatastoreAdmin;
 import google.registry.export.datastore.Operation;
 import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.request.Action;
+import google.registry.request.Action.Service;
 import google.registry.request.HttpException;
 import google.registry.request.HttpException.BadRequestException;
 import google.registry.request.HttpException.InternalServerErrorException;
@@ -45,6 +42,7 @@ import google.registry.request.RequestMethod;
 import google.registry.request.Response;
 import google.registry.request.auth.Auth;
 import google.registry.util.Clock;
+import google.registry.util.CloudTasksUtils;
 import java.io.IOException;
 import java.util.Set;
 import javax.inject.Inject;
@@ -83,6 +81,7 @@ public class CheckBackupAction implements Runnable {
   @Inject DatastoreAdmin datastoreAdmin;
   @Inject Clock clock;
   @Inject Response response;
+  @Inject CloudTasksUtils cloudTasksUtils;
   @Inject @RequestMethod Action.Method requestMethod;
 
   @Inject
@@ -175,21 +174,22 @@ public class CheckBackupAction implements Runnable {
     if (exportedKindsToLoad.isEmpty()) {
       message += "no kinds to load into BigQuery.";
     } else {
-      enqueueUploadBackupTask(backupId, backup.getExportFolderUrl(), exportedKindsToLoad);
+      /** Enqueue a task for starting a backup load. */
+      cloudTasksUtils.enqueue(
+          UploadDatastoreBackupAction.QUEUE,
+          cloudTasksUtils.createPostTask(
+              UploadDatastoreBackupAction.PATH,
+              Service.BACKEND.toString(),
+              ImmutableMultimap.of(
+                  UploadDatastoreBackupAction.UPLOAD_BACKUP_ID_PARAM,
+                  backupId,
+                  UploadDatastoreBackupAction.UPLOAD_BACKUP_FOLDER_PARAM,
+                  backup.getExportFolderUrl(),
+                  UploadDatastoreBackupAction.UPLOAD_BACKUP_KINDS_PARAM,
+                  Joiner.on(',').join(exportedKindsToLoad))));
       message += "BigQuery load task enqueued.";
     }
     logger.atInfo().log(message);
     response.setPayload(message);
   }
-
-  /** Enqueue a poll task to monitor the named backup for completion. */
-  static TaskHandle enqueuePollTask(String backupId, ImmutableSet<String> kindsToLoad) {
-    return QueueFactory.getQueue(QUEUE)
-        .add(
-            TaskOptions.Builder.withUrl(PATH)
-                .method(Method.POST)
-                .countdownMillis(POLL_COUNTDOWN.getMillis())
-                .param(CHECK_BACKUP_NAME_PARAM, backupId)
-                .param(CHECK_BACKUP_KINDS_TO_LOAD_PARAM, Joiner.on(',').join(kindsToLoad)));
-  }
 }

core/src/main/java/google/registry/export/ExportPremiumTermsAction.java

@@ -26,7 +26,6 @@ import com.google.common.base.Joiner;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSortedSet;
 import com.google.common.collect.Iterables;
-import com.google.common.collect.Streams;
 import com.google.common.flogger.FluentLogger;
 import com.google.common.net.MediaType;
 import google.registry.config.RegistryConfig.Config;
@@ -143,7 +142,7 @@ public class ExportPremiumTermsAction implements Runnable {
         PremiumListDao.getLatestRevision(premiumListName).isPresent(),
         "Could not load premium list for " + tld);
     SortedSet<String> premiumTerms =
-        Streams.stream(PremiumListDao.loadAllPremiumEntries(premiumListName))
+        PremiumListDao.loadAllPremiumEntries(premiumListName).stream()
             .map(PremiumEntry::toString)
             .collect(ImmutableSortedSet.toImmutableSortedSet(String::compareTo));
 

core/src/main/java/google/registry/export/UpdateSnapshotViewAction.java

@@ -21,8 +21,6 @@ import com.google.api.services.bigquery.Bigquery;
 import com.google.api.services.bigquery.model.Table;
 import com.google.api.services.bigquery.model.TableReference;
 import com.google.api.services.bigquery.model.ViewDefinition;
-import com.google.appengine.api.taskqueue.TaskOptions;
-import com.google.appengine.api.taskqueue.TaskOptions.Method;
 import com.google.common.flogger.FluentLogger;
 import google.registry.bigquery.CheckedBigquery;
 import google.registry.config.RegistryConfig.Config;
@@ -85,17 +83,6 @@ public class UpdateSnapshotViewAction implements Runnable {
   @Inject
   UpdateSnapshotViewAction() {}
 
-  /** Create a task for updating a snapshot view. */
-  static TaskOptions createViewUpdateTask(
-      String datasetId, String tableId, String kindName, String viewName) {
-    return TaskOptions.Builder.withUrl(PATH)
-        .method(Method.POST)
-        .param(UPDATE_SNAPSHOT_DATASET_ID_PARAM, datasetId)
-        .param(UPDATE_SNAPSHOT_TABLE_ID_PARAM, tableId)
-        .param(UPDATE_SNAPSHOT_KIND_PARAM, kindName)
-        .param(UPDATE_SNAPSHOT_VIEWNAME_PARAM, viewName);
-  }
-
   @Override
   public void run() {
     try {

core/src/main/java/google/registry/export/UploadDatastoreBackupAction.java

@@ -14,9 +14,7 @@
 
 package google.registry.export;
 
-import static com.google.appengine.api.taskqueue.QueueFactory.getQueue;
 import static com.google.common.base.MoreObjects.firstNonNull;
-import static google.registry.export.UpdateSnapshotViewAction.createViewUpdateTask;
 import static google.registry.request.Action.Method.POST;
 
 import com.google.api.services.bigquery.Bigquery;
@@ -25,27 +23,33 @@ import com.google.api.services.bigquery.model.JobConfiguration;
 import com.google.api.services.bigquery.model.JobConfigurationLoad;
 import com.google.api.services.bigquery.model.JobReference;
 import com.google.api.services.bigquery.model.TableReference;
-import com.google.appengine.api.taskqueue.TaskHandle;
-import com.google.appengine.api.taskqueue.TaskOptions;
-import com.google.appengine.api.taskqueue.TaskOptions.Method;
+import com.google.cloud.tasks.v2.Task;
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.base.Joiner;
 import com.google.common.base.Splitter;
 import com.google.common.collect.ImmutableList;
-import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.ImmutableMultimap;
 import com.google.common.flogger.FluentLogger;
+import com.google.common.net.HttpHeaders;
+import com.google.common.net.MediaType;
+import com.google.protobuf.ByteString;
+import com.google.protobuf.util.Timestamps;
 import google.registry.bigquery.BigqueryUtils.SourceFormat;
 import google.registry.bigquery.BigqueryUtils.WriteDisposition;
 import google.registry.bigquery.CheckedBigquery;
 import google.registry.config.RegistryConfig.Config;
-import google.registry.export.BigqueryPollJobAction.BigqueryPollJobEnqueuer;
 import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.request.Action;
+import google.registry.request.Action.Service;
 import google.registry.request.HttpException.BadRequestException;
 import google.registry.request.HttpException.InternalServerErrorException;
 import google.registry.request.Parameter;
 import google.registry.request.auth.Auth;
+import google.registry.util.Clock;
+import google.registry.util.CloudTasksUtils;
+import java.io.ByteArrayOutputStream;
 import java.io.IOException;
+import java.io.ObjectOutputStream;
 import javax.inject.Inject;
 
 /** Action to load a Datastore backup from Google Cloud Storage into BigQuery. */
@@ -75,7 +79,9 @@ public class UploadDatastoreBackupAction implements Runnable {
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
   @Inject CheckedBigquery checkedBigquery;
-  @Inject BigqueryPollJobEnqueuer bigqueryPollEnqueuer;
+  @Inject CloudTasksUtils cloudTasksUtils;
+  @Inject Clock clock;
+
   @Inject @Config("projectId") String projectId;
 
   @Inject
@@ -93,18 +99,6 @@ public class UploadDatastoreBackupAction implements Runnable {
   @Inject
   UploadDatastoreBackupAction() {}
 
-  /** Enqueue a task for starting a backup load. */
-  public static TaskHandle enqueueUploadBackupTask(
-      String backupId, String gcsFile, ImmutableSet<String> kinds) {
-    return getQueue(QUEUE)
-        .add(
-            TaskOptions.Builder.withUrl(PATH)
-                .method(Method.POST)
-                .param(UPLOAD_BACKUP_ID_PARAM, backupId)
-                .param(UPLOAD_BACKUP_FOLDER_PARAM, gcsFile)
-                .param(UPLOAD_BACKUP_KINDS_PARAM, Joiner.on(',').join(kinds)));
-  }
-
   @Override
   public void run() {
     try {
@@ -142,12 +136,46 @@ public class UploadDatastoreBackupAction implements Runnable {
       Job job = makeLoadJob(jobRef, sourceUri, tableId);
       bigquery.jobs().insert(projectId, job).execute();
 
-      // Enqueue a task to check on the load job's completion, and if it succeeds, to update a
-      // well-known view in BigQuery to point at the newly loaded backup table for this kind.
-      bigqueryPollEnqueuer.enqueuePollTask(
-          jobRef,
-          createViewUpdateTask(BACKUP_DATASET, tableId, kindName, LATEST_BACKUP_VIEW_NAME),
-          getQueue(UpdateSnapshotViewAction.QUEUE));
+      // Serialize the chainedTask into a byte array to put in the task payload.
+      ByteArrayOutputStream taskBytes = new ByteArrayOutputStream();
+      new ObjectOutputStream(taskBytes)
+          .writeObject(
+              cloudTasksUtils.createPostTask(
+                  UpdateSnapshotViewAction.PATH,
+                  Service.BACKEND.toString(),
+                  ImmutableMultimap.of(
+                      UpdateSnapshotViewAction.UPDATE_SNAPSHOT_DATASET_ID_PARAM,
+                      BACKUP_DATASET,
+                      UpdateSnapshotViewAction.UPDATE_SNAPSHOT_TABLE_ID_PARAM,
+                      tableId,
+                      UpdateSnapshotViewAction.UPDATE_SNAPSHOT_KIND_PARAM,
+                      kindName,
+                      UpdateSnapshotViewAction.UPDATE_SNAPSHOT_VIEWNAME_PARAM,
+                      LATEST_BACKUP_VIEW_NAME)));
+
+      // Enqueues a task to poll for the success or failure of the referenced BigQuery job and to
+      // launch the provided task in the specified queue if the job succeeds.
+      cloudTasksUtils.enqueue(
+          BigqueryPollJobAction.QUEUE,
+          Task.newBuilder()
+              .setAppEngineHttpRequest(
+                  cloudTasksUtils
+                      .createPostTask(BigqueryPollJobAction.PATH, Service.BACKEND.toString(), null)
+                      .getAppEngineHttpRequest()
+                      .toBuilder()
+                      .putHeaders(BigqueryPollJobAction.PROJECT_ID_HEADER, jobRef.getProjectId())
+                      .putHeaders(BigqueryPollJobAction.JOB_ID_HEADER, jobRef.getJobId())
+                      .putHeaders(
+                          BigqueryPollJobAction.CHAINED_TASK_QUEUE_HEADER,
+                          UpdateSnapshotViewAction.QUEUE)
+                      // need to include CONTENT_TYPE in header when body is not empty
+                      .putHeaders(HttpHeaders.CONTENT_TYPE, MediaType.FORM_DATA.toString())
+                      .setBody(ByteString.copyFrom(taskBytes.toByteArray()))
+                      .build())
+              .setScheduleTime(
+                  Timestamps.fromMillis(
+                      clock.nowUtc().plus(BigqueryPollJobAction.POLL_COUNTDOWN).getMillis()))
+              .build());
 
       builder.append(String.format(" - %s:%s\n", projectId, jobId));
       logger.atInfo().log("Submitted load job %s:%s.", projectId, jobId);

core/src/main/java/google/registry/export/sheet/SyncRegistrarsSheet.java

@@ -120,7 +120,6 @@ class SyncRegistrarsSheet {
                   builder.put("registrarName", convert(registrar.getRegistrarName()));
                   builder.put("state", convert(registrar.getState()));
                   builder.put("ianaIdentifier", convert(registrar.getIanaIdentifier()));
-                  builder.put("billingIdentifier", convert(registrar.getBillingIdentifier()));
                   builder.put("billingAccountMap", convert(registrar.getBillingAccountMap()));
                   builder.put("primaryContacts", convertContacts(contacts, byType(ADMIN)));
                   builder.put("techContacts", convertContacts(contacts, byType(TECH)));