Slightly improve performance of ExpandRecurringBillingEventsAction (#1642)

* Slightly improve performance of ExpandRecurringBillingEventsAction

We don't need to log every single no-op batch of 50 Recurrences that are
processed (considering we have 1.5M total in our system), and we also don't need
to process Recurrences that already ended prior to the Cursor time (this gets us
down to 420k from 1.5M).

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

@@ -20,6 +20,10 @@ buildscript {
     // Lock buildscript dependencies.
     configurations.classpath {
       resolutionStrategy.activateDependencyLocking()
+
+      // log4j has high-profile security vulnerabilities. It's a transitive
+      // dependency used by Gradle itself during build, and not strictly needed.
+      exclude group: 'org.apache.logging.log4j'
     }
   }
 
@@ -46,12 +50,12 @@ plugins {
   id 'com.diffplug.gradle.spotless' version '3.25.0'
 
   id 'jacoco'
-  id 'com.dorongold.task-tree' version '1.5'
+  id 'com.dorongold.task-tree' version '2.1.0'
 }
 
 node {
   download = true
-  version = "14.15.5"
+  version = "16.14.0"
   npmVersion = "6.14.11"
 }
 
@@ -182,6 +186,12 @@ allprojects {
       println "Java dependencies: Using Maven Central..."
       mavenCentral()
       google()
+      maven {
+        url "https://packages.confluent.io/maven/"
+        content {
+          includeGroup "io.confluent"
+        }
+      }
     }
   }
 
@@ -196,9 +206,41 @@ allprojects {
   }
 }
 
+rootProject.ext {
+  pyver = { exe ->
+    try {
+      ext.execInBash(
+          exe + " -c 'import sys; print(sys.hexversion)' 2>/dev/null",
+          "/") as Integer
+    } catch (org.gradle.process.internal.ExecException e) {
+      return -1;
+    }
+  }
+
+  // Return the path to a usable python3 executable.
+  getPythonExecutable = {
+    // Find a python version greater than 3.7.3 (this is somewhat arbitrary, we
+    // know we'd like at least 3.6, but 3.7.3 is the latest that ships with
+    // Debian so it seems like that should be available anywhere).
+    def MIN_PY_VER = 0x3070300
+    if (pyver('python') >= MIN_PY_VER) {
+      return 'python'
+    } else if (pyver('/usr/bin/python3') >= MIN_PY_VER) {
+      return '/usr/bin/python3'
+    } else {
+      throw new GradleException("No usable Python version found (build " +
+                                "requires at least python 3.7.3)");
+    }
+  }
+}
+
 task runPresubmits(type: Exec) {
-  executable '/usr/bin/python3'
+
   args('config/presubmits.py')
+
+  doFirst {
+    executable getPythonExecutable()
+  }
 }
 
 def javadocSource = []
@@ -250,7 +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
@@ -258,6 +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.
@@ -289,6 +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
@@ -412,9 +465,10 @@ rootProject.ext {
             ? "${rootDir}/.."
             : rootDir
     def formatDiffScript = "${scriptDir}/google-java-format-git-diff.sh"
+    def pythonExe = getPythonExecutable()
 
     return ext.execInBash(
-        "${formatDiffScript} ${action}", "${workingDir}")
+        "PYTHON=${pythonExe} ${formatDiffScript} ${action}", "${workingDir}")
   }
 }
 
@@ -422,18 +476,23 @@ rootProject.ext {
 // Note that this task checks modified Java files in the entire repository.
 task javaIncrementalFormatCheck {
   doLast {
-    def checkResult = invokeJavaDiffFormatScript("check")
-    if (checkResult == 'true') {
-      throw new IllegalStateException(
-          "Some Java files need to be reformatted. You may use the "
-              + "'javaIncrementalFormatDryRun' task to review\n "
-              + "the changes, or the 'javaIncrementalFormatApply' task "
-              + "to reformat.")
-    } else if (checkResult != 'false') {
-      throw new RuntimeException(
-          "Failed to invoke format check script:\n" + checkResult)
+    // We can only do this in a git tree.
+    if (new File("${rootDir}/.git").exists()) {
+      def checkResult = invokeJavaDiffFormatScript("check")
+      if (checkResult == 'true') {
+        throw new IllegalStateException(
+            "Some Java files need to be reformatted. You may use the "
+                + "'javaIncrementalFormatDryRun' task to review\n "
+                + "the changes, or the 'javaIncrementalFormatApply' task "
+                + "to reformat.")
+      } else if (checkResult != 'false') {
+        throw new RuntimeException(
+            "Failed to invoke format check script:\n" + checkResult)
+      }
+      println("Incremental Java format check ok.")
+    } else {
+      println("Omitting format check: not in a git directory.")
     }
-    println("Incremental Java format check ok.")
   }
 }
 
@@ -457,15 +516,14 @@ task javaIncrementalFormatApply {
 task javadoc(type: Javadoc) {
   source javadocSource
   classpath = files(javadocClasspath)
-  // Exclude the misbehaving generated-by-Soy Java files
-  exclude "**/*SoyInfo.java"
   destinationDir = file("${buildDir}/docs/javadoc")
   options.encoding = "UTF-8"
   // In a lot of places we don't write @return so suppress warnings about that.
   options.addBooleanOption('Xdoclint:all,-missing', true)
   options.addBooleanOption("-allow-script-in-comments",true)
   options.tags = ["type:a:Generic Type",
-                  "error:a:Expected Error"]
+                  "error:a:Expected Error",
+                  "invariant:a:Guaranteed Property"]
 }
 
 tasks.build.dependsOn(tasks.javadoc)
@@ -483,3 +541,15 @@ task coreDev {
 }
 
 javadocDependentTasks.each { tasks.javadoc.dependsOn(it) }
+
+// disable javadoc in subprojects, these will break because they don't have
+// the correct classpath (see above).
+gradle.taskGraph.whenReady { graph ->
+  graph.getAllTasks().each { task ->
+    def subprojectJavadoc = (task.path =~ /:.+:javadoc/)
+    if (subprojectJavadoc) {
+        println "Skipping ${task.path} for javadoc (only root javadoc works)"
+        task.enabled = false
+    }
+  }
+}

buildSrc/gradle/dependency-locks/annotationProcessor.lockfile

@@ -3,7 +3,7 @@
 # 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

buildSrc/gradle/dependency-locks/compile.lockfile

@@ -3,61 +3,60 @@
 # 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
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-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
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-com.google.guava:guava:30.1.1-jre
+com.google.guava:guava:31.1-jre
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-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
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+com.google.http-client:google-http-client-gson:1.41.7
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-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
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 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
-org.apache.commons:commons-lang3:3.8.1
-org.apache.commons:commons-text:1.6
+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.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.8.0
+org.apache.httpcomponents:httpcore:4.4.15
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-org.threeten:threetenbp:1.5.0
+org.threeten:threetenbp:1.6.0

buildSrc/gradle/dependency-locks/compileClasspath.lockfile

@@ -3,61 +3,60 @@
 # 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
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-com.google.code.gson:gson:2.8.6
+com.google.code.gson:gson:2.9.0
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-com.google.errorprone:error_prone_annotations:2.5.1
+com.google.errorprone:error_prone_annotations:2.11.0
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-com.google.guava:guava:30.1.1-jre
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-com.google.http-client:google-http-client-apache-v2:1.39.0
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-com.google.http-client:google-http-client-gson:1.39.0
-com.google.http-client:google-http-client-jackson2:1.39.0
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-io.grpc:grpc-context:1.36.0
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-org.apache.commons:commons-lang3:3.8.1
-org.apache.commons:commons-text:1.6
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-org.apache.httpcomponents:httpcore:4.4.14
-org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.8.0
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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.
 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
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-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
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buildSrc/gradle/dependency-locks/runtimeClasspath.lockfile

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buildSrc/gradle/dependency-locks/testCompile.lockfile

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 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.apiguardian:apiguardian-api:1.1.2
+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.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/testRuntime.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

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
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+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:0.5.1
+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:0.5.1
+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:0.5.1
-com.google.flogger:flogger:0.5.1
+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:0.5.1
-com.google.flogger:flogger:0.5.1
+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:0.5.1
+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:0.5.1
+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:0.5.1
-com.google.flogger:flogger:0.5.1
+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:0.5.1
-com.google.flogger:flogger:0.5.1
+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
@@ -39,7 +39,7 @@ public final class SystemInfo {
                     pid.getOutputStream().close();
                     pid.waitFor();
                   } catch (IOException e) {
-                    logger.atWarning().withCause(e).log("%s command not available", cmd);
+                    logger.atWarning().withCause(e).log("%s command not available.", cmd);
                     return false;
                   }
                   return true;

config/dependency-license/allowed_licenses.json

@@ -24,6 +24,9 @@
     {
       "moduleLicense": "Apache License v2.0"
     },
+    {
+      "moduleLicense": "Apache License V2.0"
+    },
     {
       "moduleLicense": "Apache License, Version 2.0"
     },
@@ -66,6 +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"
     },
@@ -108,6 +117,9 @@
     {
       "moduleLicense": "The PostgreSQL License"
     },
+    {
+      "moduleLicense": "CC0"
+    },
     {
       "moduleLicense": "CC0 1.0 Universal License"
     },
@@ -262,6 +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
@@ -140,6 +141,8 @@ PROPERTIES = [
              'a BEAM pipeline to image. Setting this property to empty string '
              'will disable image generation.',
              '/usr/bin/dot'),
+    Property('pipeline',
+             'The name of the Beam pipeline being staged.')
 ]
 
 GRADLE_FLAGS = [

config/presubmits.py

@@ -17,9 +17,11 @@ These aren't built in to the static code analysis tools we use (e.g. Checkstyle,
 Error Prone) so we must write them manually.
 """
 
+import json
 import os
 from typing import List, Tuple
 import sys
+import textwrap
 import re
 
 # We should never analyze any generated files
@@ -28,6 +30,13 @@ UNIVERSALLY_SKIPPED_PATTERNS = {"/build/", "cloudbuild-caches", "/out/", ".git/"
 FORBIDDEN = 1
 REQUIRED = 2
 
+# The list of expected json packages and their licenses.
+# These should be one of the allowed licenses in:
+# config/dependency-license/allowed_licenses.json
+EXPECTED_JS_PACKAGES = [
+    'google-closure-library',   # Owned by Google, Apache 2.0
+]
+
 
 class PresubmitCheck:
 
@@ -79,8 +88,8 @@ PRESUBMITS = {
         r".*Copyright 20\d{2} The Nomulus Authors\. All Rights Reserved\.",
         ("java", "js", "soy", "sql", "py", "sh", "gradle"), {
             ".git", "/build/", "/generated/", "/generated_tests/",
-            "node_modules/", "LocalStorageHelper.java", "FakeStorageRpc.java",
-            "registrar_bin.", "registrar_dbg.", "google-java-format-diff.py",
+            "node_modules/", "LoggerConfig.java", "registrar_bin.",
+            "registrar_dbg.", "google-java-format-diff.py",
             "nomulus.golden.sql", "soyutils_usegoog.js", "javascript/checks.js"
         }, REQUIRED):
         "File did not include the license header.",
@@ -110,9 +119,10 @@ PRESUBMITS = {
       "AppEngineExtension.register(...) instead.",
 
     # PostgreSQLContainer instantiation must specify docker tag
+    # TODO(b/204572437): Fix the pattern to pass DatabaseSnapshotTest.java
     PresubmitCheck(
         r"[\s\S]*new\s+PostgreSQLContainer(<[\s\S]*>)?\(\s*\)[\s\S]*",
-        "java", {}):
+        "java", {"DatabaseSnapshotTest.java"}):
       "PostgreSQLContainer instantiation must specify docker tag.",
 
     # Various Soy linting checks
@@ -177,53 +187,6 @@ PRESUBMITS = {
         {"/node_modules/", "google/registry/ui/js/util.js", "registrar_bin."},
     ):
         "JavaScript files should not include console logging.",
-    # SQL injection protection rule for java source file:
-    # The sql template passed to createQuery/createNativeQuery methods must be
-    # a variable name in UPPER_CASE_UNDERSCORE format, i.e., a static final
-    # String variable. This forces the use of parameter-binding on all queries
-    # that take parameters.
-    # The rule would forbid invocation of createQuery(Criteria). However, this
-    # can be handled by adding a helper method in an exempted class to make
-    # the calls.
-    # TODO(b/179158393): enable the 'ConstantName' Java style check to ensure
-    # that non-final variables do not use the UPPER_CASE_UNDERSCORE format.
-    PresubmitCheck(
-        # Line 1: the method names we check and the opening parenthesis, which
-        #    marks the beginning of the first parameter
-        # Line 2: The first parameter is a match if is NOT any of the following:
-        #    - final variable name: \s*([A-Z_]+
-        #    - string literal: "([^"]|\\")*"
-        #    - concatenation of literals: (\s*\+\s*"([^"]|\\")*")*
-        # Line 3: , or the closing parenthesis, marking the end of the first
-        #    parameter
-        r'.*\.(query|createQuery|createNativeQuery)\('
-        r'(?!(\s*([A-Z_]+|"([^"]|\\")*"(\s*\+\s*"([^"]|\\")*")*)'
-        r'(,|\s*\))))',
-        "java",
-        # ActivityReportingQueryBuilder deals with Dremel queries
-        {"src/test", "ActivityReportingQueryBuilder.java",
-         # This class contains helper method to make queries in Beam.
-         "RegistryJpaIO.java",
-         # TODO(b/179158393): Remove everything below, which should be done
-         # using Criteria
-         "ForeignKeyIndex.java",
-         "HistoryEntryDao.java",
-         "JpaTransactionManager.java",
-         "JpaTransactionManagerImpl.java",
-         # CriteriaQueryBuilder is a false positive
-         "CriteriaQueryBuilder.java",
-         "RdapDomainSearchAction.java",
-         "RdapNameserverSearchAction.java",
-         "RdapSearchActionBase.java",
-         "ReadOnlyCheckingEntityManager.java",
-         "RegistryQuery",
-         },
-    ):
-        "The first String parameter to EntityManager.create(Native)Query "
-        "methods must be one of the following:\n"
-        "  - A String literal\n"
-        "  - Concatenation of String literals only\n"
-        "  - The name of a static final String variable"
 }
 
 # Note that this regex only works for one kind of Flyway file.  If we want to
@@ -311,6 +274,26 @@ def verify_flyway_index():
   return not success
 
 
+def verify_javascript_deps():
+  """Verifies that we haven't introduced any new javascript dependencies."""
+  with open('package.json') as f:
+    package = json.load(f)
+
+  deps = list(package['dependencies'].keys())
+  if deps != EXPECTED_JS_PACKAGES:
+    print('Unexpected javascript dependencies.  Was expecting '
+          '%s, got %s.' % (EXPECTED_JS_PACKAGES, deps))
+    print(textwrap.dedent("""
+        * If the new dependencies are intentional, please verify that the
+        * license is one of the allowed licenses (see
+        * config/dependency-license/allowed_licenses.json) and add an entry
+        * for the package (with the license in a comment) to the
+        * EXPECTED_JS_PACKAGES variable in config/presubmits.py.
+        """))
+    return True
+  return False
+
+
 def get_files():
   for root, dirnames, filenames in os.walk("."):
     for filename in filenames:
@@ -318,6 +301,7 @@ def get_files():
 
 
 if __name__ == "__main__":
+  print('python version is %s' % sys.version)
   failed = False
   for file in get_files():
     error_messages = []
@@ -334,5 +318,8 @@ if __name__ == "__main__":
   # when we put it here it fails fast before all of the tests are run.
   failed |= verify_flyway_index()
 
+  # Make sure we haven't introduced any javascript dependencies.
+  failed |= verify_javascript_deps()
+
   if failed:
     sys.exit(1)

config/show_upgrade_diffs.py

@@ -138,8 +138,8 @@ def main():
     if args.directory and os.path.exists(dir):
         pr(f'Reusing directory {dir}\n')
         os.chdir(dir)
-        run('git', 'fetch', 'git@github.com:google/nomulus', 'master:master')
-        run('git', 'checkout', 'master')
+        run('git', 'fetch', 'git@github.com:google/nomulus', 'master')
+        run('git', 'checkout', 'origin/master')
     else:
         run('git', 'clone', 'git@github.com:google/nomulus', dir)
         os.chdir(dir)
@@ -175,7 +175,7 @@ def main():
         # Print the list of packages that were removed.
         for package in old_packages:
             if package not in new_packages:
-                pr('removed ', b':'.join(package))
+                pr('removed ', b':'.join(package), '\n')
     else:
         pr('Package versions not updated!\n')
 

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']
@@ -257,13 +258,12 @@ dependencies {
   compile deps['org.apache.beam:beam-sdks-java-core']
   compile deps['org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core']
   compile deps['org.apache.beam:beam-sdks-java-io-google-cloud-platform']
-  testCompile deps['org.apache.commons:commons-lang3']
+  compile deps['org.apache.commons:commons-lang3']
   testCompile deps['org.apache.commons:commons-text']
   testCompile deps['org.apache.ftpserver:ftplet-api']
   testCompile deps['org.apache.ftpserver:ftpserver-core']
   compile deps['org.apache.httpcomponents:httpclient']
   compile deps['org.apache.httpcomponents:httpcore']
-  runtime deps['org.apache.logging.log4j:log4j-core']
   testCompile deps['org.apache.sshd:sshd-core']
   testCompile deps['org.apache.sshd:sshd-scp']
   testCompile deps['org.apache.sshd:sshd-sftp']
@@ -320,6 +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']
@@ -457,6 +458,22 @@ task soyToJava {
               "--srcs", "${soyFiles.join(',')}",
               "--compileTimeGlobalsFile", "${resourcesSourceDir}/google/registry/ui/globals.txt"
     }
+
+    // Replace the "@link" tags after the "@deprecated" tags in the generated
+    // files.  The soy compiler doesn't generate imports for these, causing
+    // us to get warnings when we generate javadocs.
+    // TODO(b/200296387): To be fair, the deprecations are accurate: we're
+    // using the old "SoyInfo" classes instead of the new "Templates" files.
+    // When we convert to the new classes, this hack can go away.
+    def outputs = fileTree(outputDirectory) {
+      include '**/*.java'
+    }
+
+    outputs.each { file ->
+      exec {
+        commandLine 'sed', '-i""', '-e', 's/@link/LINK/g', file.getCanonicalPath()
+      }
+    }
   }
 
   doLast {
@@ -661,9 +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 = {
@@ -687,33 +704,19 @@ createToolTask(
     'google.registry.tools.DevTool',
     sourceSets.nonprod)
 
+createToolTask(
+    'initSqlPipeline', 'google.registry.beam.initsql.InitSqlPipeline')
 
 createToolTask(
-        'jpaDemoPipeline', 'google.registry.beam.common.JpaDemoPipeline')
+    'validateDatabasePipeline', 'google.registry.beam.comparedb.ValidateDatabasePipeline')
 
-project.tasks.create('initSqlPipeline', JavaExec) {
-  main = 'google.registry.beam.initsql.InitSqlPipeline'
 
-  doFirst {
-    getToolArgsList().ifPresent {
-      args it
-    }
+createToolTask(
+    'jpaDemoPipeline', 'google.registry.beam.common.JpaDemoPipeline')
 
-    def isDirectRunner =
-        args.contains('DirectRunner') || args.contains('--runner=DirectRunner')
-    // The dependency containing DirectRunner is intentionally excluded from the
-    // production binary, so that it won't be chosen by mistake: we definitely do
-    // not want to use it for the real jobs, yet DirectRunner is the default if
-    // the user forgets to override it.
-    // DirectRunner is required for tests and is already on testRuntimeClasspath.
-    // For simplicity, we add testRuntimeClasspath to this task's classpath instead
-    // of defining a new configuration just for the DirectRunner dependency.
-    classpath =
-        isDirectRunner
-            ? sourceSets.main.runtimeClasspath.plus(sourceSets.test.runtimeClasspath)
-            : sourceSets.main.runtimeClasspath
-  }
-}
+createToolTask(
+    'createSyntheticHistoryEntries',
+    'google.registry.tools.javascrap.CreateSyntheticHistoryEntriesPipeline')
 
 // Caller must provide projectId, GCP region, runner, and the kinds to delete
 // (comma-separated kind names or '*' for all). E.g.:
@@ -756,50 +759,67 @@ createUberJar('nomulus', 'nomulus', 'google.registry.tools.RegistryTool')
 // This packages more code and dependency than necessary. However, without
 // restructuring the source tree it is difficult to generate leaner jars.
 createUberJar(
-    'beam_pipeline_common',
+    'beamPipelineCommon',
     'beam_pipeline_common',
     '')
 
-// Create beam staging task if environment is alpha or crash.
-// All other environments use formally released pipelines through CloudBuild.
+// Create beam staging task if the environment is alpha. Production, sandbox and
+// qa use formally released pipelines through CloudBuild, whereas crash and
+// alpha use the pipelines staged on alpha deployment project.
 //
 // User should install gcloud and login to GCP before invoking this tasks.
-if (environment in ['alpha', 'crash']) {
+if (environment == 'alpha') {
   def pipelines = [
-      [
-          mainClass: 'google.registry.beam.initsql.InitSqlPipeline',
-          metaData: 'google/registry/beam/init_sql_pipeline_metadata.json'
-      ],
-      [
-          mainClass: 'google.registry.beam.datastore.BulkDeleteDatastorePipeline',
-          metaData: 'google/registry/beam/bulk_delete_datastore_pipeline_metadata.json'
-      ],
-      [
-          mainClass: 'google.registry.beam.spec11.Spec11Pipeline',
-          metaData: 'google/registry/beam/spec11_pipeline_metadata.json'
-      ],
-      [
-          mainClass: 'google.registry.beam.invoicing.InvoicingPipeline',
-          metaData: 'google/registry/beam/invoicing_pipeline_metadata.json'
-      ],
-      [
-          mainClass: 'google.registry.beam.rde.RdePipeline',
-          metaData: 'google/registry/beam/rde_pipeline_metadata.json'
-      ],
+      initSql            :
+          [
+              mainClass: 'google.registry.beam.initsql.InitSqlPipeline',
+              metaData : 'google/registry/beam/init_sql_pipeline_metadata.json'
+          ],
+      bulkDeleteDatastore:
+          [
+              mainClass: 'google.registry.beam.datastore.BulkDeleteDatastorePipeline',
+              metaData : 'google/registry/beam/bulk_delete_datastore_pipeline_metadata.json'
+          ],
+      spec11             :
+          [
+              mainClass: 'google.registry.beam.spec11.Spec11Pipeline',
+              metaData : 'google/registry/beam/spec11_pipeline_metadata.json'
+          ],
+      invoicing          :
+          [
+              mainClass: 'google.registry.beam.invoicing.InvoicingPipeline',
+              metaData : 'google/registry/beam/invoicing_pipeline_metadata.json'
+          ],
+      rde                :
+          [
+              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("stage_beam_pipelines") {
+  project.tasks.create("stageBeamPipelines") {
     doLast {
       pipelines.each {
-        def mainClass = it['mainClass']
-        def metaData = it['metaData']
-        def pipelineName = CaseFormat.UPPER_CAMEL.to(
-                CaseFormat.LOWER_UNDERSCORE,
-                mainClass.substring(mainClass.lastIndexOf('.') + 1))
-        def imageName = "gcr.io/${gcpProject}/beam/${pipelineName}"
-        def metaDataBaseName = metaData.substring(metaData.lastIndexOf('/') + 1)
-        def uberJarName = tasks.beam_pipeline_common.outputs.files.asPath
+        if (rootProject.pipeline == ''|| rootProject.pipeline == it.key) {
+          def mainClass = it.value['mainClass']
+          def metaData = it.value['metaData']
+          def pipelineName = CaseFormat.UPPER_CAMEL.to(
+              CaseFormat.LOWER_UNDERSCORE,
+              mainClass.substring(mainClass.lastIndexOf('.') + 1))
+          def imageName = "gcr.io/${gcpProject}/beam/${pipelineName}"
+          def metaDataBaseName = metaData.substring(metaData.lastIndexOf('/') + 1)
+          def uberJarName = tasks.beamPipelineCommon.outputs.files.asPath
 
-        def command = "\
+          def command = "\
             gcloud dataflow flex-template build \
             gs://${gcpProject}-deploy/live/beam/${metaDataBaseName} \
             --image-gcr-path ${imageName}:live \
@@ -809,10 +829,11 @@ if (environment in ['alpha', 'crash']) {
             --jar ${uberJarName} \
             --env FLEX_TEMPLATE_JAVA_MAIN_CLASS=${mainClass} \
             --project ${gcpProject}".toString()
-        rootProject.ext.execInBash(command, '/tmp')
+          rootProject.ext.execInBash(command, '/tmp')
+        }
       }
     }
-  }.dependsOn(tasks.beam_pipeline_common)
+  }.dependsOn(tasks.beamPipelineCommon)
 }
 
 // A jar with classes and resources from main sourceSet, excluding internal
@@ -1087,6 +1108,10 @@ test {
   // TODO(weiminyu): Remove dependency on sqlIntegrationTest
 }.dependsOn(fragileTest, outcastTest, standardTest, registryToolIntegrationTest, sqlIntegrationTest)
 
+// When we override tests, we also break the cleanTest command.
+cleanTest.dependsOn(cleanFragileTest, cleanOutcastTest, cleanStandardTest,
+                    cleanRegistryToolIntegrationTest, cleanSqlIntegrationTest)
+
 project.build.dependsOn devtool
 project.build.dependsOn buildToolImage
 project.build.dependsOn ':stage'

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

@@ -5,146 +5,154 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 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:2.12.1
-com.fasterxml.jackson.core:jackson-core:2.12.1
-com.fasterxml.jackson.core:jackson-databind:2.12.1
-com.fasterxml.jackson:jackson-bom:2.12.1
+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.github.rholder:guava-retrying:2.0.0
 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-jackson2:1.30.10
-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:1.31.3
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1:1.5.5
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta1:0.105.5
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.105.5
-com.google.api.grpc:grpc-google-cloud-bigtable-admin-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-bigtable-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.90.3
-com.google.api.grpc:grpc-google-cloud-pubsublite-v1:0.7.0
-com.google.api.grpc:grpc-google-cloud-spanner-admin-database-v1:2.0.2
-com.google.api.grpc:grpc-google-cloud-spanner-admin-instance-v1:2.0.2
-com.google.api.grpc:grpc-google-cloud-spanner-v1:2.0.2
-com.google.api.grpc:grpc-google-common-protos:1.18.1
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1:1.5.5
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1alpha2:0.105.5
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta1:0.105.5
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta2:0.105.5
-com.google.api.grpc:proto-google-cloud-bigtable-admin-v2:1.14.0
-com.google.api.grpc:proto-google-cloud-bigtable-v2:1.16.1
-com.google.api.grpc:proto-google-cloud-datastore-v1:0.88.9
-com.google.api.grpc:proto-google-cloud-pubsub-v1:1.92.0
-com.google.api.grpc:proto-google-cloud-pubsublite-v1:0.7.0
-com.google.api.grpc:proto-google-cloud-secretmanager-v1:1.4.0
-com.google.api.grpc:proto-google-cloud-secretmanager-v1beta1:1.4.0
-com.google.api.grpc:proto-google-cloud-spanner-admin-database-v1:2.0.2
-com.google.api.grpc:proto-google-cloud-spanner-admin-instance-v1:2.0.2
-com.google.api.grpc:proto-google-cloud-spanner-v1:2.0.2
-com.google.api.grpc:proto-google-cloud-tasks-v2:1.33.2
-com.google.api.grpc:proto-google-cloud-tasks-v2beta2:0.89.2
-com.google.api.grpc:proto-google-cloud-tasks-v2beta3:0.89.2
-com.google.api.grpc:proto-google-common-protos:2.3.2
-com.google.api.grpc:proto-google-iam-v1:1.0.14
-com.google.api:api-common:1.10.4
-com.google.api:gax-grpc:1.66.0
-com.google.api:gax-httpjson:0.79.0
-com.google.api:gax:1.66.0
+com.google.api-client:google-api-client-appengine:1.34.0
+com.google.api-client:google-api-client-jackson2:1.32.2
+com.google.api-client:google-api-client-java6:1.34.0
+com.google.api-client:google-api-client-servlet:1.34.0
+com.google.api-client:google-api-client:1.34.0
+com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1:2.10.0
+com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta1:0.134.0
+com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.134.0
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@@ -152,34 +160,43 @@ com.thoughtworks.paranamer:paranamer:2.7
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@@ -187,87 +204,89 @@ javax.activation:javax.activation-api:1.2.0
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core/gradle/dependency-locks/compileClasspath.lockfile

@@ -5,144 +5,153 @@ antlr:antlr:2.7.7
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@@ -150,117 +159,123 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/default.lockfile

@@ -5,151 +5,155 @@ antlr:antlr:2.7.7
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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
@@ -157,37 +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
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+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
-io.dropwizard.metrics:metrics-core:3.2.6
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-io.netty:netty-handler:4.1.51.Final
-io.netty:netty-resolver:4.1.51.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.51.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.24.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
+io.confluent:common-config:5.3.2
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+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
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+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
@@ -195,94 +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
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 jline:jline:1.0
-joda-time:joda-time:2.10.5
-junit:junit:4.13.1
+joda-time:joda-time:2.10.10
+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
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+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
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core/gradle/dependency-locks/deploy_jar.lockfile

@@ -5,151 +5,155 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 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.eclipsesource.j2v8:j2v8_win32_x86:4.6.0
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+com.github.docker-java:docker-java-api:3.2.13
+com.github.docker-java:docker-java-transport-zerodep:3.2.13
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 com.github.jnr:jnr-a64asm:1.0.0
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@@ -157,37 +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

@@ -5,146 +5,154 @@ antlr:antlr:2.7.7
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-com.google.http-client:google-http-client-protobuf:1.33.0
-com.google.http-client:google-http-client:1.39.2
+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:1.31.4
-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
@@ -152,34 +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
-io.dropwizard.metrics:metrics-core:3.2.6
-io.github.classgraph:classgraph:4.8.65
-io.grpc:grpc-alts:1.39.0
-io.grpc:grpc-api:1.39.0
-io.grpc:grpc-auth:1.39.0
-io.grpc:grpc-context:1.39.0
-io.grpc:grpc-core:1.39.0
-io.grpc:grpc-grpclb:1.39.0
-io.grpc:grpc-netty-shaded:1.39.0
-io.grpc:grpc-netty:1.32.2
-io.grpc:grpc-protobuf-lite:1.39.0
-io.grpc:grpc-protobuf:1.39.0
-io.grpc:grpc-stub:1.39.0
-io.netty:netty-buffer:4.1.51.Final
-io.netty:netty-codec-http2:4.1.51.Final
-io.netty:netty-codec-http:4.1.51.Final
-io.netty:netty-codec-socks:4.1.51.Final
-io.netty:netty-codec:4.1.51.Final
-io.netty:netty-common:4.1.51.Final
-io.netty:netty-handler-proxy:4.1.51.Final
-io.netty:netty-handler:4.1.51.Final
-io.netty:netty-resolver:4.1.51.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.51.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.24.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+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:1.45.1
+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
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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
@@ -187,87 +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:2.10.5
-junit:junit:4.13.1
-net.bytebuddy:byte-buddy:1.10.17
-net.java.dev.jna:jna:5.5.0
+joda-time:joda-time:2.10.10
+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:2.28.0
-org.apache.beam:beam-model-job-management:2.28.0
-org.apache.beam:beam-model-pipeline:2.28.0
-org.apache.beam:beam-runners-core-construction-java:2.28.0
-org.apache.beam:beam-runners-core-java:2.28.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.28.0
-org.apache.beam:beam-runners-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-core:2.28.0
-org.apache.beam:beam-sdks-java-expansion-service:2.28.0
-org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.28.0
-org.apache.beam:beam-sdks-java-extensions-protobuf:2.28.0
-org.apache.beam:beam-sdks-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.28.0
-org.apache.beam:beam-vendor-bytebuddy-1_10_8:0.1
-org.apache.beam:beam-vendor-grpc-1_26_0:0.3
+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
+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_43_2:0.1
 org.apache.beam:beam-vendor-guava-26_0-jre:0.1
-org.apache.beam:beam-vendor-sdks-java-extensions-protobuf:2.28.0
-org.apache.commons:commons-compress:1.20
-org.apache.commons:commons-lang3:3.5
+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.apache.logging.log4j:log4j-api:2.6.2
-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:3.8.0
+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
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 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
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-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.testcontainers:postgresql:1.15.2
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+org.threeten:threetenbp:1.6.0
 org.tukaani:xz:1.5
 org.w3c.css:sac:1.3
-org.xerial.snappy:snappy-java:1.1.4
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+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/nonprodCompileClasspath.lockfile

@@ -5,144 +5,153 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 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:2.12.1
-com.fasterxml.jackson.core:jackson-core:2.12.1
-com.fasterxml.jackson.core:jackson-databind:2.12.1
-com.fasterxml.jackson:jackson-bom:2.12.1
+com.fasterxml.jackson.core:jackson-annotations:2.13.2
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+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
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 com.github.jnr:jnr-a64asm:1.0.0
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+com.github.jnr:jnr-unixsocket:0.38.17
 com.github.jnr:jnr-x86asm:1.0.2
-com.github.rholder:guava-retrying:2.0.0
-com.google.api-client:google-api-client-appengine:1.31.3
-com.google.api-client:google-api-client-jackson2:1.30.10
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-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.105.5
-com.google.api.grpc:grpc-google-cloud-bigtable-admin-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-bigtable-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.90.3
-com.google.api.grpc:grpc-google-cloud-pubsublite-v1:0.7.0
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@@ -150,118 +159,125 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/nonprodRuntime.lockfile

@@ -5,150 +5,154 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
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core/gradle/dependency-locks/nonprodRuntimeClasspath.lockfile

@@ -5,150 +5,154 @@ antlr:antlr:2.7.7
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 com.sun.istack:istack-commons-runtime:3.0.7
 com.sun.xml.fastinfoset:FastInfoset:1.2.15
@@ -156,37 +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
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+guru.nidi.com.eclipsesource.j2v8:j2v8_linux_x86_64:4.6.0
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+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
-io.dropwizard.metrics:metrics-core:3.2.6
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-io.netty:netty-resolver:4.1.51.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.51.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.24.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+guru.nidi:graphviz-java-all-j2v8:0.18.1
+guru.nidi:graphviz-java:0.18.1
+io.confluent:common-config:5.3.2
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+io.netty:netty-codec-http:4.1.72.Final
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+io.netty:netty-codec:4.1.72.Final
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+io.netty:netty-tcnative-boringssl-static:2.0.46.Final
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+io.opencensus:opencensus-api:0.31.0
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+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
@@ -194,93 +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
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+javax.mail:mail:1.5.0-b01
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 javax.servlet:servlet-api:2.5
-javax.transaction:transaction-api:1.1
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-joda-time:joda-time:2.10.5
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+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
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core/gradle/dependency-locks/runtime.lockfile

@@ -5,150 +5,154 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 args4j:args4j:2.0.23
 cglib:cglib-nodep:2.2
+com.101tec:zkclient:0.10
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@@ -156,37 +160,50 @@ com.thoughtworks.paranamer:paranamer:2.7
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core/gradle/dependency-locks/runtimeClasspath.lockfile

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+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
@@ -157,37 +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
-io.dropwizard.metrics:metrics-core:3.2.6
-io.github.classgraph:classgraph:4.8.65
-io.grpc:grpc-alts:1.39.0
-io.grpc:grpc-api:1.39.0
-io.grpc:grpc-auth:1.39.0
-io.grpc:grpc-context:1.39.0
-io.grpc:grpc-core:1.39.0
-io.grpc:grpc-grpclb:1.39.0
-io.grpc:grpc-netty-shaded:1.39.0
-io.grpc:grpc-netty:1.32.2
-io.grpc:grpc-protobuf-lite:1.39.0
-io.grpc:grpc-protobuf:1.39.0
-io.grpc:grpc-stub:1.39.0
-io.netty:netty-buffer:4.1.51.Final
-io.netty:netty-codec-http2:4.1.51.Final
-io.netty:netty-codec-http:4.1.51.Final
-io.netty:netty-codec-socks:4.1.51.Final
-io.netty:netty-codec:4.1.51.Final
-io.netty:netty-common:4.1.51.Final
-io.netty:netty-handler-proxy:4.1.51.Final
-io.netty:netty-handler:4.1.51.Final
-io.netty:netty-resolver:4.1.51.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.51.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.24.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+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:1.45.1
+io.grpc:grpc-api:1.45.1
+io.grpc:grpc-auth:1.45.1
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+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
@@ -195,93 +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:2.10.5
+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
+org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
-org.apache.beam:beam-model-fn-execution:2.28.0
-org.apache.beam:beam-model-job-management:2.28.0
-org.apache.beam:beam-model-pipeline:2.28.0
-org.apache.beam:beam-runners-core-construction-java:2.28.0
-org.apache.beam:beam-runners-core-java:2.28.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.28.0
-org.apache.beam:beam-runners-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-core:2.28.0
-org.apache.beam:beam-sdks-java-expansion-service:2.28.0
-org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.28.0
-org.apache.beam:beam-sdks-java-extensions-protobuf:2.28.0
-org.apache.beam:beam-sdks-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.28.0
-org.apache.beam:beam-vendor-bytebuddy-1_10_8:0.1
-org.apache.beam:beam-vendor-grpc-1_26_0:0.3
+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
+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_43_2:0.1
 org.apache.beam:beam-vendor-guava-26_0-jre:0.1
-org.apache.beam:beam-vendor-sdks-java-extensions-protobuf:2.28.0
-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-lang3:3.5
+org.apache.commons:commons-lang3:3.12.0
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.apache.logging.log4j:log4j-api:2.13.3
-org.apache.logging.log4j:log4j-core:2.13.3
-org.bouncycastle:bcpg-jdk15on:1.61
-org.bouncycastle:bcpkix-jdk15on:1.61
-org.bouncycastle:bcprov-jdk15on:1.61
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+org.bouncycastle:bcpkix-jdk15on:1.67
+org.bouncycastle:bcprov-jdk15on:1.67
 org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.8.0
+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
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 org.glassfish.jaxb:jaxb-runtime:2.3.1
 org.glassfish.jaxb:txw2:2.3.1
-org.hamcrest:hamcrest-core:2.1
 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
+org.jsoup:jsoup:1.14.3
 org.jvnet.staxex:stax-ex:1.8
 org.objenesis:objenesis:1.2
-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
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+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.slf4j:jcl-over-slf4j:1.7.30
 org.slf4j:jul-to-slf4j:1.7.30
-org.slf4j:slf4j-api:1.7.30
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-org.testcontainers:database-commons:1.15.2
-org.testcontainers:jdbc:1.15.2
-org.testcontainers:postgresql:1.15.2
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-org.threeten:threetenbp:1.5.1
+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:1.17.1
+org.testcontainers:jdbc:1.17.1
+org.testcontainers:postgresql: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.xerial.snappy:snappy-java:1.1.4
-org.yaml:snakeyaml:1.17
+org.webjars.npm:viz.js-graphviz-java:2.1.3
+org.xerial.snappy:snappy-java:1.1.8.4
+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/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
+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
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 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
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+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/testCompile.lockfile

@@ -5,131 +5,139 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 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:2.12.3
-com.fasterxml.jackson.core:jackson-core:2.12.3
-com.fasterxml.jackson.core:jackson-databind:2.12.3
-com.fasterxml.jackson:jackson-bom:2.12.3
+com.fasterxml.jackson.core:jackson-annotations:2.13.2
+com.fasterxml.jackson.core:jackson-core:2.13.2
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+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
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+com.github.jnr:jnr-ffi:2.2.11
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-com.github.rholder:guava-retrying:2.0.0
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-com.google.api-client:google-api-client-appengine:1.31.3
-com.google.api-client:google-api-client-jackson2:1.30.10
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-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.90.3
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-com.google.api.grpc:grpc-google-cloud-spanner-v1:2.0.2
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-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta1:0.105.5
-com.google.api.grpc:proto-google-cloud-bigquerystorage-v1beta2:0.105.5
-com.google.api.grpc:proto-google-cloud-bigtable-admin-v2:1.14.0
-com.google.api.grpc:proto-google-cloud-bigtable-v2:1.16.1
-com.google.api.grpc:proto-google-cloud-datastore-v1:0.88.9
-com.google.api.grpc:proto-google-cloud-pubsub-v1:1.92.0
-com.google.api.grpc:proto-google-cloud-pubsublite-v1:0.7.0
-com.google.api.grpc:proto-google-cloud-secretmanager-v1:1.4.0
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 com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava
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@@ -137,20 +145,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
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@@ -161,34 +169,43 @@ com.thoughtworks.qdox:qdox:1.12.1
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@@ -196,106 +213,106 @@ javax.activation:javax.activation-api:1.2.0
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@@ -306,18 +323,20 @@ org.seleniumhq.selenium:selenium-opera-driver:3.141.59
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core/gradle/dependency-locks/testCompileClasspath.lockfile

@@ -5,129 +5,138 @@ antlr:antlr:2.7.7
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+com.google.errorprone:error_prone_annotations:2.13.0
 com.google.escapevelocity:escapevelocity:0.9.1
-com.google.flogger:flogger:0.5.1
-com.google.flogger:google-extensions:0.5.1
+com.google.flatbuffers:flatbuffers-java:1.12.0
+com.google.flogger:flogger-system-backend:0.7.4
+com.google.flogger:flogger:0.7.4
+com.google.flogger:google-extensions:0.7.4
 com.google.guava:failureaccess:1.0.1
-com.google.guava:guava-testlib:30.1.1-jre
-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:1.39.2
-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:1.39.2
+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
@@ -135,20 +144,20 @@ 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
+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
@@ -159,137 +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
-io.dropwizard.metrics:metrics-core:3.2.6
-io.github.classgraph:classgraph:4.8.102
-io.grpc:grpc-alts:1.39.0
-io.grpc:grpc-api:1.39.0
-io.grpc:grpc-auth:1.39.0
-io.grpc:grpc-context:1.39.0
-io.grpc:grpc-core:1.39.0
-io.grpc:grpc-grpclb:1.39.0
-io.grpc:grpc-netty-shaded:1.39.0
-io.grpc:grpc-netty:1.32.2
-io.grpc:grpc-protobuf-lite:1.39.0
-io.grpc:grpc-protobuf:1.39.0
-io.grpc:grpc-stub:1.39.0
-io.netty:netty-buffer:4.1.51.Final
-io.netty:netty-codec-http2:4.1.51.Final
-io.netty:netty-codec-http:4.1.51.Final
-io.netty:netty-codec:4.1.51.Final
-io.netty:netty-common:4.1.51.Final
-io.netty:netty-handler:4.1.51.Final
-io.netty:netty-resolver:4.1.51.Final
-io.netty:netty-tcnative-boringssl-static:2.0.33.Final
-io.netty:netty-transport:4.1.51.Final
-io.opencensus:opencensus-api:0.28.0
-io.opencensus:opencensus-contrib-grpc-util:0.24.0
-io.opencensus:opencensus-contrib-http-util:0.28.0
+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:1.44.0
+io.grpc:grpc-api:1.45.1
+io.grpc:grpc-auth:1.44.0
+io.grpc:grpc-context:1.45.1
+io.grpc:grpc-core:1.44.1
+io.grpc:grpc-grpclb:1.44.0
+io.grpc:grpc-netty-shaded:1.44.0
+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-stub: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:4.1.72.Final
+io.netty:netty-common: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
 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:2.10.5
+joda-time:joda-time:2.10.10
 junit:junit:4.13.2
-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:2.28.0
-org.apache.beam:beam-model-job-management:2.28.0
-org.apache.beam:beam-model-pipeline:2.28.0
-org.apache.beam:beam-runners-core-construction-java:2.28.0
-org.apache.beam:beam-runners-core-java:2.28.0
-org.apache.beam:beam-runners-direct-java:2.28.0
-org.apache.beam:beam-runners-google-cloud-dataflow-java:2.28.0
-org.apache.beam:beam-runners-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-core:2.28.0
-org.apache.beam:beam-sdks-java-expansion-service:2.28.0
-org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core:2.28.0
-org.apache.beam:beam-sdks-java-extensions-protobuf:2.28.0
-org.apache.beam:beam-sdks-java-fn-execution:2.28.0
-org.apache.beam:beam-sdks-java-io-google-cloud-platform:2.28.0
-org.apache.beam:beam-vendor-bytebuddy-1_10_8:0.1
-org.apache.beam:beam-vendor-grpc-1_26_0:0.3
+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
+org.apache.beam:beam-runners-core-java:2.38.0
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+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_43_2:0.1
 org.apache.beam:beam-vendor-guava-26_0-jre:0.1
-org.apache.beam:beam-vendor-sdks-java-extensions-protobuf:2.28.0
-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
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+org.apache.ftpserver:ftpserver-core:1.2.0
 org.apache.httpcomponents:httpclient:4.5.13
-org.apache.httpcomponents:httpcore:4.4.14
-org.apache.logging.log4j:log4j-api:2.6.2
-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
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+org.bouncycastle:bcprov-jdk15on:1.67
 org.checkerframework:checker-compat-qual:2.5.5
-org.checkerframework:checker-qual:3.9.1
+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.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
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-org.junit.platform:junit-platform-engine:1.7.0
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-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
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+org.junit.jupiter:junit-jupiter-migrationsupport:5.8.2
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+org.junit.platform:junit-platform-engine:1.8.2
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+org.junit.platform:junit-platform-runner:1.8.2
+org.junit.platform:junit-platform-suite-api: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:1.2
 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
@@ -300,18 +314,20 @@ 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
 org.seleniumhq.selenium:selenium-support:3.141.59
-org.slf4j:slf4j-api:1.7.30
-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.slf4j:slf4j-api:1.7.36
+org.springframework:spring-core:4.3.18.RELEASE
+org.springframework:spring-expression:4.3.18.RELEASE
+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.xerial.snappy:snappy-java:1.1.4
-org.yaml:snakeyaml:1.17
+org.xerial.snappy:snappy-java:1.1.8.4
+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/testRuntime.lockfile

@@ -5,136 +5,140 @@ antlr:antlr:2.7.7
 aopalliance:aopalliance:1.0
 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
-com.eclipsesource.j2v8:j2v8_win32_x86_64:4.6.0
-com.fasterxml.jackson.core:jackson-annotations:2.12.3
-com.fasterxml.jackson.core:jackson-core:2.12.3
-com.fasterxml.jackson.core:jackson-databind:2.12.3
-com.fasterxml.jackson:jackson-bom:2.12.3
+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
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+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.github.rholder:guava-retrying:2.0.0
 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-jackson2:1.30.10
-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
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1:1.5.5
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta1:0.105.5
-com.google.api.grpc:grpc-google-cloud-bigquerystorage-v1beta2:0.105.5
-com.google.api.grpc:grpc-google-cloud-bigtable-admin-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-bigtable-v2:1.14.0
-com.google.api.grpc:grpc-google-cloud-pubsub-v1:1.90.3
-com.google.api.grpc:grpc-google-cloud-pubsublite-v1:0.7.0
-com.google.api.grpc:grpc-google-cloud-spanner-admin-database-v1:2.0.2
-com.google.api.grpc:grpc-google-cloud-spanner-admin-instance-v1:2.0.2
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-com.google.code.gson:gson:2.8.7
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@@ -142,20 +146,20 @@ com.google.jsinterop:jsinterop-annotations:2.0.0
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@@ -166,38 +170,51 @@ com.thoughtworks.qdox:qdox:1.12.1
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@@ -205,108 +222,107 @@ javax.activation:javax.activation-api:1.2.0
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@@ -319,19 +335,21 @@ org.seleniumhq.selenium:selenium-safari-driver:3.141.59
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core/gradle/dependency-locks/testRuntimeClasspath.lockfile

@@ -5,136 +5,140 @@ antlr:antlr:2.7.7
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-com.google.code.gson:gson:2.8.7
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 com.google.common.html.types:types:1.0.6
-com.google.dagger:dagger:2.33
-com.google.errorprone:error_prone_annotations:2.7.1
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 com.google.escapevelocity:escapevelocity:0.9.1
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-com.google.flogger:google-extensions:0.5.1
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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
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-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:1.39.2
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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 +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
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-com.google.oauth-client:google-oauth-client-java6:1.31.4
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-com.google.oauth-client:google-oauth-client-servlet:1.31.4
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-com.google.protobuf:protobuf-java:3.17.3
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+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
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 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
@@ -166,38 +170,51 @@ 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
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+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
-io.dropwizard.metrics:metrics-core:3.2.6
-io.github.classgraph:classgraph:4.8.102
+guru.nidi:graphviz-java-all-j2v8:0.18.1
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+io.confluent:kafka-schema-registry-client:5.3.2
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 io.github.java-diff-utils:java-diff-utils:4.9
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-io.netty:netty-buffer:4.1.51.Final
-io.netty:netty-codec-http2:4.1.51.Final
-io.netty:netty-codec-http:4.1.51.Final
-io.netty:netty-codec-socks:4.1.51.Final
-io.netty:netty-codec:4.1.51.Final
-io.netty:netty-common:4.1.51.Final
-io.netty:netty-handler-proxy:4.1.51.Final
-io.netty:netty-handler:4.1.51.Final
-io.netty:netty-resolver:4.1.51.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:0.24.0
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+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
@@ -205,108 +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
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-joda-time:joda-time:2.10.5
+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
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+org.apache.arrow:arrow-vector:5.0.0
 org.apache.avro:avro:1.8.2
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 org.apache.commons:commons-exec:1.3
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 org.jboss.spec.javax.transaction:jboss-transaction-api_1.2_spec:1.1.1.Final
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 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
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-org.ow2.asm:asm:9.1
-org.postgresql:postgresql:42.2.18
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+org.postgresql:postgresql:42.3.4
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 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
@@ -319,20 +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
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+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:1.17.1
+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.xerial.snappy:snappy-java:1.1.4
-org.yaml:snakeyaml:1.17
+org.webjars.npm:viz.js-graphviz-java:2.1.3
+org.xerial.snappy:snappy-java:1.1.8.4
+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/BackupUtils.java

@@ -21,6 +21,7 @@ import com.google.common.collect.AbstractIterator;
 import com.google.common.collect.ImmutableList;
 import com.google.storage.onestore.v3.OnestoreEntity.EntityProto;
 import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.io.ByteArrayInputStream;
 import java.io.IOException;
 import java.io.InputStream;
@@ -28,6 +29,7 @@ import java.io.OutputStream;
 import java.util.Iterator;
 
 /** Utilities for working with backups. */
+@DeleteAfterMigration
 public class BackupUtils {
 
   /** Keys for user metadata fields on commit log files in GCS. */
@@ -41,11 +43,12 @@ public class BackupUtils {
   }
 
   /**
-   * Converts the given {@link ImmutableObject} to a raw Datastore entity and write it to an
-   * {@link OutputStream} in delimited protocol buffer format.
+   * Converts the given {@link ImmutableObject} to a raw Datastore entity and write it to an {@link
+   * OutputStream} in delimited protocol buffer format.
    */
   static void serializeEntity(ImmutableObject entity, OutputStream stream) throws IOException {
-    EntityTranslator.convertToPb(auditedOfy().save().toEntity(entity)).writeDelimitedTo(stream);
+    EntityTranslator.convertToPb(auditedOfy().saveIgnoringReadOnlyWithoutBackup().toEntity(entity))
+        .writeDelimitedTo(stream);
   }
 
   /**

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

@@ -14,23 +14,25 @@
 
 package google.registry.backup;
 
-import static com.google.appengine.api.taskqueue.QueueFactory.getQueue;
-import static com.google.appengine.api.taskqueue.TaskOptions.Builder.withUrl;
 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;
 import com.google.common.flogger.FluentLogger;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogCheckpoint;
 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.TaskQueueUtils;
+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.
@@ -48,41 +50,78 @@ import org.joda.time.DateTime;
     method = Action.Method.GET,
     automaticallyPrintOk = true,
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public final class CommitLogCheckpointAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
   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 TaskQueueUtils taskQueueUtils;
+  @Inject CloudTasksUtils cloudTasksUtils;
+
   @Inject CommitLogCheckpointAction() {}
 
   @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()
-                  .saveWithoutBackup()
-                  .entities(
-                      checkpoint, CommitLogCheckpointRoot.create(checkpoint.getCheckpointTime()));
-              // Enqueue a diff task between previous and current checkpoints.
-              taskQueueUtils.enqueue(
-                  getQueue(QUEUE_NAME),
-                  withUrl(ExportCommitLogDiffAction.PATH)
-                      .param(LOWER_CHECKPOINT_TIME_PARAM, lastWrittenTime.toString())
-                      .param(
-                          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/CommitLogCheckpointStrategy.java

@@ -23,6 +23,7 @@ import static google.registry.util.DateTimeUtils.earliestOf;
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.collect.ImmutableMap;
 import com.googlecode.objectify.Key;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogBucket;
 import google.registry.model.ofy.CommitLogCheckpoint;
 import google.registry.model.ofy.CommitLogManifest;
@@ -36,14 +37,14 @@ import org.joda.time.DateTime;
 /**
  * Implementation of the procedure for determining point-in-time consistent commit log checkpoint.
  *
- * <p>This algorithm examines the recently written commit log data and uses a dual-read approach
- * to determine a point-in-time consistent set of checkpoint times for the commit log buckets.  By
+ * <p>This algorithm examines the recently written commit log data and uses a dual-read approach to
+ * determine a point-in-time consistent set of checkpoint times for the commit log buckets. By
  * "consistent" we mean, generally speaking, that if the Datastore were restored by replaying all
  * the commit logs up to the checkpoint times of the buckets, the result would be transactionally
  * correct; there must be no "holes" where restored state depends on non-restored state.
  *
  * <p>The consistency guarantee really has two parts, only one of which is provided by this
- * algorithm.  The procedure below guarantees only that if the resulting checkpoint includes any
+ * algorithm. The procedure below guarantees only that if the resulting checkpoint includes any
  * given commit log, it will also include all the commit logs that were both 1) actually written
  * before that commit log "in real life", and 2) have an earlier timestamp than that commit log.
  * (These criteria do not necessarily imply each other, due to the lack of a global shared clock.)
@@ -51,8 +52,8 @@ import org.joda.time.DateTime;
  * that depends on state from a previous transaction does indeed have a later timestamp.
  *
  * <h2>Procedure description</h2>
- * <pre>
- * {@code
+ *
+ * <pre>{@code
  * ComputeCheckpoint() -> returns a set consisting of a timestamp c(b_i) for every bucket b_i
  *
  * 1) read off the latest commit timestamp t(b_i) for every bucket b_i
@@ -63,35 +64,29 @@ import org.joda.time.DateTime;
  *   a) if S is empty, let T* = +∞ (or the "end of time")
  *   b) else, let T* = T - Δ, for T = min(S) and some small Δ > 0
  * 4) return the set given by: min(t(b_i), T*) for all b_i
- * }
- * </pre>
+ * }</pre>
  *
  * <h2>Correctness proof of algorithm</h2>
  *
- * <p>{@literal
- * As described above, the algorithm is correct as long as it can ensure the following: given a
- * commit log X written at time t(X) to bucket b_x, and another commit log Y that was written "in
- * real life" before X and for which t(Y) < t(X), then if X is included in the checkpoint, so is Y;
- * that is, t(X) <= c(b_x) implies t(Y) <= c(b_y).
- * }
+ * <p>{@literal As described above, the algorithm is correct as long as it can ensure the following:
+ * given a commit log X written at time t(X) to bucket b_x, and another commit log Y that was
+ * written "in real life" before X and for which t(Y) < t(X), then if X is included in the
+ * checkpoint, so is Y; that is, t(X) <= c(b_x) implies t(Y) <= c(b_y). }
  *
- * <p>{@literal
- * To prove this, first note that we always have c(b_i) <= t(b_i) for every b_i, i.e. every commit
- * log included in the checkpoint must have been seen in the first pass.  Hence if X was included,
- * then X must have been written by the time we started the second pass.  But since Y was written
- * "in real life" prior to X, we must have seen Y by the second pass too.
- * }
+ * <p>{@literal To prove this, first note that we always have c(b_i) <= t(b_i) for every b_i, i.e.
+ * every commit log included in the checkpoint must have been seen in the first pass. Hence if X was
+ * included, then X must have been written by the time we started the second pass. But since Y was
+ * written "in real life" prior to X, we must have seen Y by the second pass too. }
  *
- * <p>{@literal
- * Now assume towards a contradiction that X is indeed included but Y is not, i.e. that we have
- * t(X) <= c(b_x) but t(Y) > c(b_y).  If Y was seen in the first pass, i.e. t(Y) <= t(b_y), then by
- * our assumption c(b_y) < t(Y) <= t(b_y), and therefore c(b_y) != t(b_y).  By the definition of
- * c(b_y) it must then equal T*, so we have T* < t(Y).  However, this is a contradiction since
- * t(Y) < t(X) and t(X) <= c(b_x) <= T*.  If instead Y was seen in the second pass but not the
- * first, t'(b_y) exists and we must have t'(b_y) <= t(Y), but then since T* < T <= t'(b_y) by
- * definition, we again reach the contradiction T* < t(Y).
- * }
+ * <p>{@literal Now assume towards a contradiction that X is indeed included but Y is not, i.e. that
+ * we have t(X) <= c(b_x) but t(Y) > c(b_y). If Y was seen in the first pass, i.e. t(Y) <= t(b_y),
+ * then by our assumption c(b_y) < t(Y) <= t(b_y), and therefore c(b_y) != t(b_y). By the definition
+ * of c(b_y) it must then equal T*, so we have T* < t(Y). However, this is a contradiction since
+ * t(Y) < t(X) and t(X) <= c(b_x) <= T*. If instead Y was seen in the second pass but not the first,
+ * t'(b_y) exists and we must have t'(b_y) <= t(Y), but then since T* < T <= t'(b_y) by definition,
+ * we again reach the contradiction T* < t(Y). }
  */
+@DeleteAfterMigration
 class CommitLogCheckpointStrategy {
 
   @Inject Ofy ofy;

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

@@ -20,6 +20,7 @@ import static google.registry.backup.BackupUtils.createDeserializingIterator;
 
 import com.google.common.collect.ImmutableList;
 import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogCheckpoint;
 import google.registry.model.ofy.CommitLogManifest;
 import google.registry.model.ofy.CommitLogMutation;
@@ -38,6 +39,7 @@ import java.util.Iterator;
  * <p>This class is adapted from {@link RestoreCommitLogsAction}, and will be used in the initial
  * population of the Cloud SQL database.
  */
+@DeleteAfterMigration
 public final class CommitLogImports {
 
   private CommitLogImports() {}
@@ -55,10 +57,9 @@ public final class CommitLogImports {
    * represents the changes in one transaction. The {@code CommitLogManifest} contains deleted
    * entity keys, whereas each {@code CommitLogMutation} contains one whole entity.
    */
-  public static ImmutableList<ImmutableList<VersionedEntity>> loadEntitiesByTransaction(
+  static ImmutableList<ImmutableList<VersionedEntity>> loadEntitiesByTransaction(
       InputStream inputStream) {
-    try (AppEngineEnvironment appEngineEnvironment = new AppEngineEnvironment();
-        InputStream input = new BufferedInputStream(inputStream)) {
+    try (InputStream input = new BufferedInputStream(inputStream)) {
       Iterator<ImmutableObject> commitLogs = createDeserializingIterator(input, false);
       checkState(commitLogs.hasNext());
       checkState(commitLogs.next() instanceof CommitLogCheckpoint);
@@ -105,7 +106,7 @@ public final class CommitLogImports {
    * represents the changes in one transaction. The {@code CommitLogManifest} contains deleted
    * entity keys, whereas each {@code CommitLogMutation} contains one whole entity.
    */
-  public static ImmutableList<VersionedEntity> loadEntities(InputStream inputStream) {
+  static ImmutableList<VersionedEntity> loadEntities(InputStream inputStream) {
     return loadEntitiesByTransaction(inputStream).stream()
         .flatMap(ImmutableList::stream)
         .collect(toImmutableList());

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;
 
@@ -35,6 +35,7 @@ import google.registry.mapreduce.MapreduceRunner;
 import google.registry.mapreduce.inputs.CommitLogManifestInput;
 import google.registry.mapreduce.inputs.EppResourceInputs;
 import google.registry.model.EppResource;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogManifest;
 import google.registry.model.ofy.CommitLogMutation;
 import google.registry.model.translators.CommitLogRevisionsTranslatorFactory;
@@ -68,6 +69,7 @@ import org.joda.time.Duration;
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
 // No longer needed in SQL. Subject to future removal.
 @Deprecated
+@DeleteAfterMigration
 public final class DeleteOldCommitLogsAction implements Runnable {
 
   private static final int NUM_MAP_SHARDS = 20;
@@ -93,7 +95,7 @@ public final class DeleteOldCommitLogsAction implements Runnable {
   public void run() {
     DateTime deletionThreshold = clock.nowUtc().minus(maxAge);
     logger.atInfo().log(
-        "Processing asynchronous deletion of unreferenced CommitLogManifests older than %s",
+        "Processing asynchronous deletion of unreferenced CommitLogManifests older than %s.",
         deletionThreshold);
 
     mrRunner
@@ -208,7 +210,7 @@ public final class DeleteOldCommitLogsAction implements Runnable {
       getContext().incrementCounter("EPP resources missing pre-threshold revision (SEE LOGS)");
       logger.atSevere().log(
           "EPP resource missing old enough revision: "
-              + "%s (created on %s) has %d revisions between %s and %s, while threshold is %s",
+              + "%s (created on %s) has %d revisions between %s and %s, while threshold is %s.",
           Key.create(eppResource),
           eppResource.getCreationTime(),
           eppResource.getRevisions().size(),
@@ -286,7 +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/EntityImports.java

@@ -20,10 +20,12 @@ import com.google.storage.onestore.v3.OnestoreEntity.EntityProto;
 import com.google.storage.onestore.v3.OnestoreEntity.Path;
 import com.google.storage.onestore.v3.OnestoreEntity.Property.Meaning;
 import com.google.storage.onestore.v3.OnestoreEntity.PropertyValue.ReferenceValue;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.nio.charset.StandardCharsets;
 import java.util.Objects;
 
 /** Utilities for handling imported Datastore entities. */
+@DeleteAfterMigration
 public class EntityImports {
 
   /**

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

@@ -40,6 +40,7 @@ import com.googlecode.objectify.Key;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.gcs.GcsUtils;
 import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogBucket;
 import google.registry.model.ofy.CommitLogCheckpoint;
 import google.registry.model.ofy.CommitLogManifest;
@@ -63,6 +64,7 @@ import org.joda.time.DateTime;
     method = Action.Method.POST,
     automaticallyPrintOk = true,
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public final class ExportCommitLogDiffAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
@@ -100,7 +102,7 @@ public final class ExportCommitLogDiffAction implements Runnable {
 
     // Load the keys of all the manifests to include in this diff.
     List<Key<CommitLogManifest>> sortedKeys = loadAllDiffKeys(lowerCheckpoint, upperCheckpoint);
-    logger.atInfo().log("Found %d manifests to export", sortedKeys.size());
+    logger.atInfo().log("Found %d manifests to export.", sortedKeys.size());
     // Open an output channel to GCS, wrapped in a stream for convenience.
     try (OutputStream gcsStream =
         gcsUtils.openOutputStream(
@@ -124,7 +126,7 @@ public final class ExportCommitLogDiffAction implements Runnable {
       for (int i = 0; i < keyChunks.size(); i++) {
         // Force the async load to finish.
         Collection<CommitLogManifest> chunkValues = nextChunkToExport.values();
-        logger.atInfo().log("Loaded %d manifests", chunkValues.size());
+        logger.atInfo().log("Loaded %d manifests.", chunkValues.size());
         // Since there is no hard bound on how much data this might be, take care not to let the
         // Objectify session cache fill up and potentially run out of memory. This is the only safe
         // point to do this since at this point there is no async load in progress.
@@ -134,12 +136,12 @@ public final class ExportCommitLogDiffAction implements Runnable {
           nextChunkToExport = auditedOfy().load().keys(keyChunks.get(i + 1));
         }
         exportChunk(gcsStream, chunkValues);
-        logger.atInfo().log("Exported %d manifests", chunkValues.size());
+        logger.atInfo().log("Exported %d manifests.", chunkValues.size());
       }
     } catch (IOException e) {
       throw new RuntimeException(e);
     }
-    logger.atInfo().log("Exported %d manifests in total", sortedKeys.size());
+    logger.atInfo().log("Exported %d total manifests.", sortedKeys.size());
   }
 
   /**

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

@@ -33,6 +33,7 @@ import com.google.common.util.concurrent.ListeningExecutorService;
 import com.google.common.util.concurrent.UncheckedExecutionException;
 import google.registry.backup.BackupModule.Backups;
 import google.registry.gcs.GcsUtils;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.io.IOException;
 import java.time.Duration;
 import java.util.Map;
@@ -44,6 +45,7 @@ import javax.inject.Provider;
 import org.joda.time.DateTime;
 
 /** Utility class to list commit logs diff files stored on GCS. */
+@DeleteAfterMigration
 class GcsDiffFileLister {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
@@ -91,17 +93,17 @@ class GcsDiffFileLister {
 
         // If we hit a gap, quit.
         if (blobInfo == null) {
-          logger.atInfo().log(
+          logger.atWarning().log(
               "Gap discovered in sequence terminating at %s, missing file: %s",
               sequence.lastKey(), filename);
-          logger.atInfo().log("Found sequence from %s to %s", checkpointTime, lastTime);
+          logger.atInfo().log("Found sequence from %s to %s.", checkpointTime, lastTime);
           return false;
         }
       }
       sequence.put(checkpointTime, blobInfo);
       checkpointTime = getLowerBoundTime(blobInfo);
     }
-    logger.atInfo().log("Found sequence from %s to %s", checkpointTime, lastTime);
+    logger.atInfo().log("Found sequence from %s to %s.", checkpointTime, lastTime);
     return true;
   }
 
@@ -140,7 +142,7 @@ class GcsDiffFileLister {
         }
       }
       if (upperBoundTimesToBlobInfo.isEmpty()) {
-        logger.atInfo().log("No files found");
+        logger.atInfo().log("No files found.");
         return ImmutableList.of();
       }
 
@@ -167,6 +169,10 @@ class GcsDiffFileLister {
             break;
           }
           if (!sequence.containsKey(key)) {
+            // Recalculate the sequence for purely informational purposes.
+            logger.atWarning().log(
+                "Fork found in commit log history.  The following sequence "
+                    + "is disconnected from the sequence of the final commit:");
             constructDiffSequence(gcsBucket, upperBoundTimesToBlobInfo, fromTime, key, sequence);
             checkForMoreExtraDiffs = true;
             inconsistentFileSet = true;
@@ -185,7 +191,7 @@ class GcsDiffFileLister {
 
     logger.atInfo().log(
         "Actual restore from time: %s", getLowerBoundTime(sequence.firstEntry().getValue()));
-    logger.atInfo().log("Found %d files to restore", sequence.size());
+    logger.atInfo().log("Found %d files to restore.", sequence.size());
     return ImmutableList.copyOf(sequence.values());
   }
 

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

@@ -33,6 +33,8 @@ import com.google.common.collect.ImmutableList;
 import com.google.common.flogger.FluentLogger;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.gcs.GcsUtils;
+import google.registry.model.UpdateAutoTimestamp;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.common.DatabaseMigrationStateSchedule;
 import google.registry.model.common.DatabaseMigrationStateSchedule.MigrationState;
 import google.registry.model.common.DatabaseMigrationStateSchedule.ReplayDirection;
@@ -67,13 +69,17 @@ import org.joda.time.Seconds;
     method = Method.POST,
     automaticallyPrintOk = true,
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public class ReplayCommitLogsToSqlAction implements Runnable {
 
   static final String PATH = "/_dr/task/replayCommitLogsToSql";
 
   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);
@@ -111,8 +117,12 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
       return;
     }
     Optional<Lock> lock =
-        Lock.acquire(
-            this.getClass().getSimpleName(), null, LEASE_LENGTH, requestStatusChecker, false);
+        Lock.acquireSql(
+            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);
@@ -139,7 +149,7 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
       response.setStatus(HttpServletResponse.SC_INTERNAL_SERVER_ERROR);
       response.setPayload(message);
     } finally {
-      lock.ifPresent(Lock::release);
+      lock.ifPresent(Lock::releaseSql);
     }
   }
 
@@ -222,8 +232,11 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
       // Load and process the Datastore transactions one at a time
       ImmutableList<ImmutableList<VersionedEntity>> allTransactions =
           CommitLogImports.loadEntitiesByTransaction(input);
-      allTransactions.forEach(
-          transaction -> jpaTm().transact(() -> replayTransaction(transaction)));
+      try (UpdateAutoTimestamp.DisableAutoUpdateResource disabler =
+          UpdateAutoTimestamp.disableAutoUpdate()) {
+        allTransactions.forEach(
+            transaction -> jpaTm().transact(() -> replayTransaction(transaction)));
+      }
       // if we succeeded, set the last-seen time
       DateTime checkpoint = DateTime.parse(metadata.getName().substring(DIFF_FILE_PREFIX.length()));
       jpaTm().transact(() -> SqlReplayCheckpoint.set(checkpoint));
@@ -260,7 +273,7 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
             .ifPresent(
                 sqlEntity -> {
                   sqlEntity.beforeSqlSaveOnReplay();
-                  jpaTm().putIgnoringReadOnly(sqlEntity);
+                  jpaTm().putIgnoringReadOnlyWithoutBackup(sqlEntity);
                 });
       } else {
         // this should never happen, but we shouldn't fail on it
@@ -269,7 +282,7 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
             ofyPojo.getClass());
       }
     } catch (Throwable t) {
-      logger.atSevere().log("Error when replaying object %s", ofyPojo);
+      logger.atSevere().log("Error when replaying object %s.", ofyPojo);
       throw t;
     }
   }
@@ -293,10 +306,10 @@ public class ReplayCommitLogsToSqlAction implements Runnable {
           && !DatastoreOnlyEntity.class.isAssignableFrom(entityClass)
           && entityClass.getAnnotation(javax.persistence.Entity.class) != null) {
         ReplaySpecializer.beforeSqlDelete(entityVKey);
-        jpaTm().deleteIgnoringReadOnly(entityVKey);
+        jpaTm().deleteIgnoringReadOnlyWithoutBackup(entityVKey);
       }
     } catch (Throwable t) {
-      logger.atSevere().log("Error when deleting key %s", entityVKey);
+      logger.atSevere().log("Error when deleting key %s.", entityVKey);
       throw t;
     }
   }

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

@@ -37,6 +37,7 @@ import google.registry.config.RegistryConfig.Config;
 import google.registry.config.RegistryEnvironment;
 import google.registry.gcs.GcsUtils;
 import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogBucket;
 import google.registry.model.ofy.CommitLogCheckpoint;
 import google.registry.model.ofy.CommitLogCheckpointRoot;
@@ -64,6 +65,7 @@ import org.joda.time.DateTime;
     method = Action.Method.POST,
     automaticallyPrintOk = true,
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public class RestoreCommitLogsAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
@@ -103,13 +105,13 @@ public class RestoreCommitLogsAction implements Runnable {
         !FORBIDDEN_ENVIRONMENTS.contains(RegistryEnvironment.get()),
         "DO NOT RUN IN PRODUCTION OR SANDBOX.");
     if (dryRun) {
-      logger.atInfo().log("Running in dryRun mode");
+      logger.atInfo().log("Running in dry-run mode.");
     }
     String gcsBucket = gcsBucketOverride.orElse(defaultGcsBucket);
     logger.atInfo().log("Restoring from %s.", gcsBucket);
     List<BlobInfo> diffFiles = diffLister.listDiffFiles(gcsBucket, fromTime, toTime);
     if (diffFiles.isEmpty()) {
-      logger.atInfo().log("Nothing to restore");
+      logger.atInfo().log("Nothing to restore.");
       return;
     }
     Map<Integer, DateTime> bucketTimestamps = new HashMap<>();
@@ -143,7 +145,7 @@ public class RestoreCommitLogsAction implements Runnable {
                                 .build()),
                 Stream.of(CommitLogCheckpointRoot.create(lastCheckpoint.getCheckpointTime())))
             .collect(toImmutableList()));
-    logger.atInfo().log("Restore complete");
+    logger.atInfo().log("Restore complete.");
   }
 
   /**

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/backup/VersionedEntity.java

@@ -19,6 +19,7 @@ import com.google.appengine.api.datastore.EntityTranslator;
 import com.google.appengine.api.datastore.Key;
 import com.google.auto.value.AutoValue;
 import com.google.auto.value.extension.memoized.Memoized;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.ofy.CommitLogManifest;
 import google.registry.model.ofy.CommitLogMutation;
 import java.io.Serializable;
@@ -76,6 +77,7 @@ import javax.annotation.Nullable;
  * property type in this class.
  */
 @AutoValue
+@DeleteAfterMigration
 public abstract class VersionedEntity implements Serializable {
 
   private static final long serialVersionUID = 1L;
@@ -105,29 +107,29 @@ public abstract class VersionedEntity implements Serializable {
    * VersionedEntity VersionedEntities}. See {@link CommitLogImports#loadEntities} for more
    * information.
    */
-  public static Stream<VersionedEntity> fromManifest(CommitLogManifest manifest) {
+  static Stream<VersionedEntity> fromManifest(CommitLogManifest manifest) {
     long commitTimeMillis = manifest.getCommitTime().getMillis();
     return manifest.getDeletions().stream()
         .map(com.googlecode.objectify.Key::getRaw)
-        .map(key -> builder().commitTimeMills(commitTimeMillis).key(key).build());
+        .map(key -> newBuilder().commitTimeMills(commitTimeMillis).key(key).build());
   }
 
   /* Converts a {@link CommitLogMutation} to a {@link VersionedEntity}. */
-  public static VersionedEntity fromMutation(CommitLogMutation mutation) {
+  static VersionedEntity fromMutation(CommitLogMutation mutation) {
     return from(
         com.googlecode.objectify.Key.create(mutation).getParent().getId(),
         mutation.getEntityProtoBytes());
   }
 
   public static VersionedEntity from(long commitTimeMillis, byte[] entityProtoBytes) {
-    return builder()
+    return newBuilder()
         .entityProtoBytes(entityProtoBytes)
         .key(EntityTranslator.createFromPbBytes(entityProtoBytes).getKey())
         .commitTimeMills(commitTimeMillis)
         .build();
   }
 
-  static Builder builder() {
+  private static Builder newBuilder() {
     return new AutoValue_VersionedEntity.Builder();
   }
 
@@ -142,7 +144,7 @@ public abstract class VersionedEntity implements Serializable {
 
     public abstract VersionedEntity build();
 
-    public Builder entityProtoBytes(byte[] bytes) {
+    Builder entityProtoBytes(byte[] bytes) {
       return entityProtoBytes(new ImmutableBytes(bytes));
     }
   }

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

@@ -22,17 +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 com.googlecode.objectify.Key;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.model.EppResource;
-import google.registry.model.ImmutableObject;
-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;
@@ -61,31 +61,28 @@ 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;
   }
 
   /** Enqueues a task to asynchronously re-save an entity at some point in the future. */
-  public void enqueueAsyncResave(
-      ImmutableObject entityToResave, DateTime now, DateTime whenToResave) {
+  public void enqueueAsyncResave(VKey<?> entityToResave, DateTime now, DateTime whenToResave) {
     enqueueAsyncResave(entityToResave, now, ImmutableSortedSet.of(whenToResave));
   }
 
@@ -96,10 +93,9 @@ public final class AsyncTaskEnqueuer {
    * itself to run at the next time if there are remaining re-saves scheduled.
    */
   public void enqueueAsyncResave(
-      ImmutableObject entityToResave, DateTime now, ImmutableSortedSet<DateTime> whenToResave) {
+      VKey<?> entityKey, DateTime now, ImmutableSortedSet<DateTime> whenToResave) {
     DateTime firstResave = whenToResave.first();
     checkArgument(isBeforeOrAt(now, firstResave), "Can't enqueue a resave to run in the past");
-    Key<ImmutableObject> entityKey = Key.create(entityToResave);
     Duration etaDuration = new Duration(now, firstResave);
     if (etaDuration.isLongerThan(MAX_ASYNC_ETA)) {
       logger.atInfo().log(
@@ -107,37 +103,34 @@ 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.getString())
-            .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. */
   public void enqueueAsyncDelete(
       EppResource resourceToDelete,
       DateTime now,
-      String requestingClientId,
+      String requestingRegistrarId,
       Trid trid,
       boolean isSuperuser) {
-    Key<EppResource> resourceKey = Key.create(resourceToDelete);
     logger.atInfo().log(
         "Enqueuing async deletion of %s on behalf of registrar %s.",
-        resourceKey, requestingClientId);
+        resourceToDelete.getRepoId(), requestingRegistrarId);
     TaskOptions task =
         TaskOptions.Builder.withMethod(Method.PULL)
             .countdownMillis(asyncDeleteDelay.getMillis())
-            .param(PARAM_RESOURCE_KEY, resourceKey.getString())
-            .param(PARAM_REQUESTING_CLIENT_ID, requestingClientId)
+            .param(PARAM_RESOURCE_KEY, resourceToDelete.createVKey().stringify())
+            .param(PARAM_REQUESTING_CLIENT_ID, requestingRegistrarId)
             .param(PARAM_SERVER_TRANSACTION_ID, trid.getServerTransactionId())
             .param(PARAM_IS_SUPERUSER, Boolean.toString(isSuperuser))
             .param(PARAM_REQUESTED_TIME, now.toString());
@@ -153,36 +146,10 @@ public final class AsyncTaskEnqueuer {
     addTaskToQueueWithRetry(
         asyncDnsRefreshPullQueue,
         TaskOptions.Builder.withMethod(Method.PULL)
-            .param(PARAM_HOST_KEY, hostKey.getOfyKey().getString())
+            .param(PARAM_HOST_KEY, hostKey.stringify())
             .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

@@ -24,6 +24,7 @@ import static google.registry.batch.AsyncTaskEnqueuer.QUEUE_ASYNC_HOST_RENAME;
 import static google.registry.request.RequestParameters.extractIntParameter;
 import static google.registry.request.RequestParameters.extractLongParameter;
 import static google.registry.request.RequestParameters.extractOptionalBooleanParameter;
+import static google.registry.request.RequestParameters.extractOptionalDatetimeParameter;
 import static google.registry.request.RequestParameters.extractOptionalIntParameter;
 import static google.registry.request.RequestParameters.extractOptionalParameter;
 import static google.registry.request.RequestParameters.extractRequiredDatetimeParameter;
@@ -32,10 +33,8 @@ import static google.registry.request.RequestParameters.extractSetOfDatetimePara
 
 import com.google.appengine.api.taskqueue.Queue;
 import com.google.common.collect.ImmutableSet;
-import com.googlecode.objectify.Key;
 import dagger.Module;
 import dagger.Provides;
-import google.registry.model.ImmutableObject;
 import google.registry.request.Parameter;
 import java.util.Optional;
 import javax.inject.Named;
@@ -78,8 +77,8 @@ public class BatchModule {
 
   @Provides
   @Parameter(PARAM_RESOURCE_KEY)
-  static Key<ImmutableObject> provideResourceKey(HttpServletRequest req) {
-    return Key.create(extractRequiredParameter(req, PARAM_RESOURCE_KEY));
+  static String provideResourceKey(HttpServletRequest req) {
+    return extractRequiredParameter(req, PARAM_RESOURCE_KEY);
   }
 
   @Provides
@@ -106,6 +105,19 @@ public class BatchModule {
     return extractIntParameter(req, RelockDomainAction.PREVIOUS_ATTEMPTS_PARAM);
   }
 
+  @Provides
+  @Parameter(ExpandRecurringBillingEventsAction.PARAM_CURSOR_TIME)
+  static Optional<DateTime> provideCursorTime(HttpServletRequest req) {
+    return extractOptionalDatetimeParameter(
+        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/DeleteContactsAndHostsAction.java

@@ -73,6 +73,7 @@ import google.registry.mapreduce.inputs.EppResourceInputs;
 import google.registry.mapreduce.inputs.NullInput;
 import google.registry.model.EppResource;
 import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.annotations.ExternalMessagingName;
 import google.registry.model.contact.ContactResource;
 import google.registry.model.domain.DomainBase;
@@ -114,6 +115,7 @@ import org.joda.time.Duration;
     service = Action.Service.BACKEND,
     path = "/_dr/task/deleteContactsAndHosts",
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public class DeleteContactsAndHostsAction implements Runnable {
 
   static final String KIND_CONTACT = getKind(ContactResource.class);
@@ -311,7 +313,7 @@ public class DeleteContactsAndHostsAction implements Runnable {
     @Override
     public void reduce(final DeletionRequest deletionRequest, ReducerInput<Boolean> values) {
       final boolean hasNoActiveReferences = !Iterators.contains(values, true);
-      logger.atInfo().log("Processing async deletion request for %s", deletionRequest.key());
+      logger.atInfo().log("Processing async deletion request for %s.", deletionRequest.key());
       DeletionResult result =
           tm()
               .transactNew(
@@ -343,15 +345,15 @@ public class DeleteContactsAndHostsAction implements Runnable {
       }
       // Contacts and external hosts have a direct client id. For subordinate hosts it needs to be
       // read off of the superordinate domain.
-      String resourceClientId = resource.getPersistedCurrentSponsorClientId();
+      String resourceRegistrarId = resource.getPersistedCurrentSponsorRegistrarId();
       if (resource instanceof HostResource && ((HostResource) resource).isSubordinate()) {
-        resourceClientId =
+        resourceRegistrarId =
             tm().loadByKey(((HostResource) resource).getSuperordinateDomain())
                 .cloneProjectedAtTime(now)
-                .getCurrentSponsorClientId();
+                .getCurrentSponsorRegistrarId();
       }
       boolean requestedByCurrentOwner =
-          resourceClientId.equals(deletionRequest.requestingClientId());
+          resourceRegistrarId.equals(deletionRequest.requestingClientId());
 
       boolean deleteAllowed =
           hasNoActiveReferences && (requestedByCurrentOwner || deletionRequest.isSuperuser());
@@ -371,14 +373,14 @@ public class DeleteContactsAndHostsAction implements Runnable {
 
       HistoryEntry historyEntry =
           HistoryEntry.createBuilderForResource(resource)
-              .setClientId(deletionRequest.requestingClientId())
+              .setRegistrarId(deletionRequest.requestingClientId())
               .setModificationTime(now)
               .setType(getHistoryEntryType(resource, deleteAllowed))
               .build();
 
       PollMessage.OneTime pollMessage =
           new PollMessage.OneTime.Builder()
-              .setClientId(deletionRequest.requestingClientId())
+              .setRegistrarId(deletionRequest.requestingClientId())
               .setMsg(pollMessageText)
               .setParent(historyEntry)
               .setEventTime(now)
@@ -523,18 +525,19 @@ public class DeleteContactsAndHostsAction implements Runnable {
     static DeletionRequest createFromTask(TaskHandle task, DateTime now)
         throws Exception {
       ImmutableMap<String, String> params = ImmutableMap.copyOf(task.extractParams());
-      Key<EppResource> resourceKey =
-          Key.create(
+      VKey<EppResource> resourceKey =
+          VKey.create(
               checkNotNull(params.get(PARAM_RESOURCE_KEY), "Resource to delete not specified"));
       EppResource resource =
           checkNotNull(
-              auditedOfy().load().key(resourceKey).now(), "Resource to delete doesn't exist");
+              auditedOfy().load().key(resourceKey.getOfyKey()).now(),
+              "Resource to delete doesn't exist");
       checkState(
           resource instanceof ContactResource || resource instanceof HostResource,
           "Cannot delete a %s via this action",
           resource.getClass().getSimpleName());
       return new AutoValue_DeleteContactsAndHostsAction_DeletionRequest.Builder()
-          .setKey(resourceKey)
+          .setKey(resourceKey.getOfyKey())
           .setLastUpdateTime(resource.getUpdateTimestamp().getTimestamp())
           .setRequestingClientId(
               checkNotNull(
@@ -605,12 +608,12 @@ public class DeleteContactsAndHostsAction implements Runnable {
   static boolean doesResourceStateAllowDeletion(EppResource resource, DateTime now) {
     Key<EppResource> key = Key.create(resource);
     if (isDeleted(resource, now)) {
-      logger.atWarning().log("Cannot asynchronously delete %s because it is already deleted", key);
+      logger.atWarning().log("Cannot asynchronously delete %s because it is already deleted.", key);
       return false;
     }
     if (!resource.getStatusValues().contains(PENDING_DELETE)) {
       logger.atWarning().log(
-          "Cannot asynchronously delete %s because it is not in PENDING_DELETE", key);
+          "Cannot asynchronously delete %s because it is not in PENDING_DELETE.", key);
       return false;
     }
     return true;

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

@@ -167,7 +167,7 @@ public class DeleteExpiredDomainsAction implements Runnable {
 
   /** Runs the actual domain delete flow and returns whether the deletion was successful. */
   private boolean runDomainDeleteFlow(DomainBase domain) {
-    logger.atInfo().log("Attempting to delete domain %s", domain.getDomainName());
+    logger.atInfo().log("Attempting to delete domain '%s'.", domain.getDomainName());
     // Create a new transaction that the flow's execution will be enlisted in that loads the domain
     // transactionally. This way we can ensure that nothing else has modified the domain in question
     // in the intervening period since the query above found it.
@@ -203,7 +203,7 @@ public class DeleteExpiredDomainsAction implements Runnable {
 
     if (eppOutput.isPresent()) {
       if (eppOutput.get().isSuccess()) {
-        logger.atInfo().log("Successfully deleted domain %s", domain.getDomainName());
+        logger.atInfo().log("Successfully deleted domain '%s'.", domain.getDomainName());
       } else {
         logger.atSevere().log(
             "Failed to delete domain %s; EPP response:\n\n%s",

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

@@ -135,14 +135,14 @@ public class DeleteLoadTestDataAction implements Runnable {
   }
 
   private void deleteContact(ContactResource contact) {
-    if (!LOAD_TEST_REGISTRARS.contains(contact.getPersistedCurrentSponsorClientId())) {
+    if (!LOAD_TEST_REGISTRARS.contains(contact.getPersistedCurrentSponsorRegistrarId())) {
       return;
     }
     // We cannot remove contacts from domains in the general case, so we cannot delete contacts
     // that are linked to domains (since it would break the foreign keys)
     if (EppResourceUtils.isLinked(contact.createVKey(), clock.nowUtc())) {
       logger.atWarning().log(
-          "Cannot delete contact with repo ID %s since it is referenced from a domain",
+          "Cannot delete contact with repo ID %s since it is referenced from a domain.",
           contact.getRepoId());
       return;
     }
@@ -150,7 +150,7 @@ public class DeleteLoadTestDataAction implements Runnable {
   }
 
   private void deleteHost(HostResource host) {
-    if (!LOAD_TEST_REGISTRARS.contains(host.getPersistedCurrentSponsorClientId())) {
+    if (!LOAD_TEST_REGISTRARS.contains(host.getPersistedCurrentSponsorRegistrarId())) {
       return;
     }
     VKey<HostResource> hostVKey = host.createVKey();
@@ -177,7 +177,7 @@ public class DeleteLoadTestDataAction implements Runnable {
         HistoryEntryDao.loadHistoryObjectsForResource(eppResource.createVKey());
     if (isDryRun) {
       logger.atInfo().log(
-          "Would delete repo ID %s along with %d history objects",
+          "Would delete repo ID %s along with %d history objects.",
           eppResource.getRepoId(), historyObjects.size());
     } else {
       historyObjects.forEach(tm()::delete);
@@ -198,7 +198,7 @@ public class DeleteLoadTestDataAction implements Runnable {
 
     @Override
     public final void map(EppResource resource) {
-      if (LOAD_TEST_REGISTRARS.contains(resource.getPersistedCurrentSponsorClientId())) {
+      if (LOAD_TEST_REGISTRARS.contains(resource.getPersistedCurrentSponsorRegistrarId())) {
         deleteResource(resource);
         getContext()
             .incrementCounter(

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

@@ -228,7 +228,7 @@ public class DeleteProberDataAction implements Runnable {
     if (EppResourceUtils.isActive(domain, tm().getTransactionTime())) {
       if (isDryRun) {
         logger.atInfo().log(
-            "Would soft-delete the active domain: %s (%s)",
+            "Would soft-delete the active domain: %s (%s).",
             domain.getDomainName(), domain.getRepoId());
       } else {
         softDeleteDomain(domain, registryAdminRegistrarId, dnsQueue);
@@ -237,7 +237,7 @@ public class DeleteProberDataAction implements Runnable {
     } else {
       if (isDryRun) {
         logger.atInfo().log(
-            "Would hard-delete the non-active domain: %s (%s) and its dependents",
+            "Would hard-delete the non-active domain: %s (%s) and its dependents.",
             domain.getDomainName(), domain.getRepoId());
       } else {
         domainRepoIdsToHardDelete.add(domain.getRepoId());
@@ -291,7 +291,7 @@ public class DeleteProberDataAction implements Runnable {
             .setModificationTime(tm().getTransactionTime())
             .setBySuperuser(true)
             .setReason("Deletion of prober data")
-            .setClientId(registryAdminRegistrarId)
+            .setRegistrarId(registryAdminRegistrarId)
             .build();
     // Note that we don't bother handling grace periods, billing events, pending transfers, poll
     // messages, or auto-renews because those will all be hard-deleted the next time the job runs
@@ -331,7 +331,7 @@ public class DeleteProberDataAction implements Runnable {
           getContext().incrementCounter("skipped, non-prober data");
         }
       } catch (Throwable t) {
-        logger.atSevere().withCause(t).log("Error while deleting prober data for key %s", key);
+        logger.atSevere().withCause(t).log("Error while deleting prober data for key %s.", key);
         getContext().incrementCounter(String.format("error, kind %s", key.getKind()));
       }
     }
@@ -372,7 +372,7 @@ public class DeleteProberDataAction implements Runnable {
       if (EppResourceUtils.isActive(domain, now)) {
         if (isDryRun) {
           logger.atInfo().log(
-              "Would soft-delete the active domain: %s (%s)", domainName, domainKey);
+              "Would soft-delete the active domain: %s (%s).", domainName, domainKey);
         } else {
           tm().transact(() -> softDeleteDomain(domain, registryAdminRegistrarId, dnsQueue));
         }

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;
@@ -61,8 +64,10 @@ 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 java.util.concurrent.TimeUnit;
 import javax.inject.Inject;
 import org.joda.money.Money;
 import org.joda.time.DateTime;
@@ -86,6 +91,11 @@ 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 +130,130 @@ 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 "
+                                    + "AND recurrenceEndTime > :cursorTime "
+                                    + "ORDER BY id ASC",
+                                Recurring.class)
+                            .setParameter("executeTime", executeTime)
+                            .setParameter("maxProcessedRecurrenceId", prevMaxProcessedRecurrenceId)
+                            .setParameter("cursorTime", cursorTime)
+                            .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();
+      if (sqlBatchResults.batchBillingEventsSaved() > 0) {
+        logger.atInfo().log(
+            "Saved %d billing events in batch (%d total) with max recurrence id %d.",
+            sqlBatchResults.batchBillingEventsSaved(),
+            totalBillingEventsSaved,
+            maxProcessedRecurrenceId);
+      } else {
+        // If we're churning through a lot of no-op recurrences that don't need expanding (yet?),
+        // then only log one no-op every so often as a good balance between letting the user track
+        // that the action is still running while also not spamming the logs incessantly.
+        logger.atInfo().atMostEvery(3, TimeUnit.MINUTES).log(
+            "Processed up to max recurrence id %d (no billing events saved recently).",
+            maxProcessedRecurrenceId);
+      }
+    } while (sqlBatchResults.shouldContinue());
+
+    if (!isDryRun) {
+      logger.atInfo().log("Saved %d total OneTime billing events.", totalBillingEventsSaved);
+    } else {
+      logger.atInfo().log(
+          "Generated %d total 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> {
@@ -324,7 +403,7 @@ public class ExpandRecurringBillingEventsAction implements Runnable {
       DomainHistory historyEntry =
           new DomainHistory.Builder()
               .setBySuperuser(false)
-              .setClientId(recurring.getClientId())
+              .setRegistrarId(recurring.getRegistrarId())
               .setModificationTime(tm().getTransactionTime())
               .setDomain(tm().loadByKey(domainKey))
               .setPeriod(Period.create(1, YEARS))
@@ -354,7 +433,7 @@ public class ExpandRecurringBillingEventsAction implements Runnable {
       syntheticOneTimesBuilder.add(
           new OneTime.Builder()
               .setBillingTime(billingTime)
-              .setClientId(recurring.getClientId())
+              .setRegistrarId(recurring.getRegistrarId())
               .setCost(renewCost)
               .setEventTime(eventTime)
               .setFlags(union(recurring.getFlags(), Flag.SYNTHETIC))

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();
@@ -173,7 +176,7 @@ public class RefreshDnsOnHostRenameAction implements Runnable {
                     retrier.callWithRetry(
                         () -> dnsQueue.addDomainRefreshTask(domainName),
                         TransientFailureException.class);
-                    logger.atInfo().log("Enqueued DNS refresh for domain %s.", domainName);
+                    logger.atInfo().log("Enqueued DNS refresh for domain '%s'.", domainName);
                   });
           deleteTasksWithRetry(
               refreshRequests,
@@ -353,8 +356,7 @@ public class RefreshDnsOnHostRenameAction implements Runnable {
     static DnsRefreshRequest createFromTask(TaskHandle task, DateTime now) throws Exception {
       ImmutableMap<String, String> params = ImmutableMap.copyOf(task.extractParams());
       VKey<HostResource> hostKey =
-          VKey.fromWebsafeKey(
-              checkNotNull(params.get(PARAM_HOST_KEY), "Host to refresh not specified"));
+          VKey.create(checkNotNull(params.get(PARAM_HOST_KEY), "Host to refresh not specified"));
       HostResource host =
           tm().transact(() -> tm().loadByKeyIfPresent(hostKey))
               .orElseThrow(() -> new NoSuchElementException("Host to refresh doesn't exist"));

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
@@ -203,11 +200,11 @@ public class RelockDomainAction implements Runnable {
         "Domain %s has a pending transfer.",
         domainName);
     checkArgument(
-        domain.getCurrentSponsorClientId().equals(oldLock.getRegistrarId()),
+        domain.getCurrentSponsorRegistrarId().equals(oldLock.getRegistrarId()),
         "Domain %s has been transferred from registrar %s to registrar %s since the unlock.",
         domainName,
         oldLock.getRegistrarId(),
-        domain.getCurrentSponsorClientId());
+        domain.getCurrentSponsorRegistrarId());
   }
 
   private void handleNonRetryableFailure(RegistryLock oldLock, Throwable t) {
@@ -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) {
@@ -293,7 +289,7 @@ public class RelockDomainAction implements Runnable {
 
   private ImmutableSet<InternetAddress> getEmailRecipients(String registrarId) {
     Registrar registrar =
-        Registrar.loadByClientIdCached(registrarId)
+        Registrar.loadByRegistrarIdCached(registrarId)
             .orElseThrow(
                 () ->
                     new IllegalStateException(String.format("Unknown registrar %s", registrarId)));
@@ -313,7 +309,7 @@ public class RelockDomainAction implements Runnable {
         builder.add(new InternetAddress(registryLockEmailAddress));
       } catch (AddressException e) {
         // This shouldn't stop any other emails going out, so swallow it
-        logger.atWarning().log("Invalid email address %s", registryLockEmailAddress);
+        logger.atWarning().log("Invalid email address '%s'.", registryLockEmailAddress);
       }
     }
     return builder.build();

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

@@ -24,6 +24,7 @@ import com.googlecode.objectify.Key;
 import google.registry.mapreduce.MapreduceRunner;
 import google.registry.mapreduce.inputs.EppResourceInputs;
 import google.registry.model.EppResource;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.request.Action;
 import google.registry.request.Parameter;
 import google.registry.request.Response;
@@ -56,6 +57,7 @@ import javax.inject.Inject;
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
 // No longer needed in SQL. Subject to future removal.
 @Deprecated
+@DeleteAfterMigration
 public class ResaveAllEppResourcesAction implements Runnable {
 
   @Inject MapreduceRunner mrRunner;

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/batch/ResaveEntityAction.java

@@ -22,7 +22,6 @@ import static google.registry.persistence.transaction.TransactionManagerFactory.
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.ImmutableSortedSet;
 import com.google.common.flogger.FluentLogger;
-import com.googlecode.objectify.Key;
 import google.registry.model.EppResource;
 import google.registry.model.ImmutableObject;
 import google.registry.persistence.VKey;
@@ -50,7 +49,7 @@ public class ResaveEntityAction implements Runnable {
 
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
-  private final Key<ImmutableObject> resourceKey;
+  private final String resourceKey;
   private final DateTime requestedTime;
   private final ImmutableSortedSet<DateTime> resaveTimes;
   private final AsyncTaskEnqueuer asyncTaskEnqueuer;
@@ -58,7 +57,7 @@ public class ResaveEntityAction implements Runnable {
 
   @Inject
   ResaveEntityAction(
-      @Parameter(PARAM_RESOURCE_KEY) Key<ImmutableObject> resourceKey,
+      @Parameter(PARAM_RESOURCE_KEY) String resourceKey,
       @Parameter(PARAM_REQUESTED_TIME) DateTime requestedTime,
       @Parameter(PARAM_RESAVE_TIMES) ImmutableSet<DateTime> resaveTimes,
       AsyncTaskEnqueuer asyncTaskEnqueuer,
@@ -76,13 +75,14 @@ public class ResaveEntityAction implements Runnable {
         "Re-saving entity %s which was enqueued at %s.", resourceKey, requestedTime);
     tm().transact(
             () -> {
-              ImmutableObject entity = tm().loadByKey(VKey.from(resourceKey));
+              ImmutableObject entity = tm().loadByKey(VKey.create(resourceKey));
               tm().put(
                       (entity instanceof EppResource)
                           ? ((EppResource) entity).cloneProjectedAtTime(tm().getTransactionTime())
                           : entity);
               if (!resaveTimes.isEmpty()) {
-                asyncTaskEnqueuer.enqueueAsyncResave(entity, requestedTime, resaveTimes);
+                asyncTaskEnqueuer.enqueueAsyncResave(
+                    VKey.create(resourceKey), requestedTime, resaveTimes);
               }
             });
     response.setPayload("Entity re-saved.");

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

@@ -55,6 +55,7 @@ import org.joda.time.format.DateTimeFormatter;
     path = SendExpiringCertificateNotificationEmailAction.PATH,
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
 public class SendExpiringCertificateNotificationEmailAction implements Runnable {
+
   public static final String PATH = "/_dr/task/sendExpiringCertificateNotificationEmail";
   /**
    * Used as an offset when storing the last notification email sent date.
@@ -96,8 +97,13 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
   public void run() {
     response.setContentType(MediaType.PLAIN_TEXT_UTF_8);
     try {
-      sendNotificationEmails();
+      int numEmailsSent = sendNotificationEmails();
+      String message =
+          String.format(
+              "Done. Sent %d expiring certificate notification emails in total.", numEmailsSent);
+      logger.atInfo().log(message);
       response.setStatus(SC_OK);
+      response.setPayload(message);
     } catch (Exception e) {
       logger.atWarning().withCause(e).log(
           "Exception thrown when sending expiring certificate notification emails.");
@@ -107,9 +113,11 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
   }
 
   /**
-   * Returns a list of registrars that should receive expiring notification emails. There are two
-   * certificates that should be considered (the main certificate and failOver certificate). The
-   * registrars should receive notifications if one of the certificate checks returns true.
+   * Returns a list of registrars that should receive expiring notification emails.
+   *
+   * <p>There are two certificates that should be considered (the main certificate and failOver
+   * certificate). The registrars should receive notifications if one of the certificate checks
+   * returns true.
    */
   @VisibleForTesting
   ImmutableList<RegistrarInfo> getRegistrarsWithExpiringCertificates() {
@@ -151,15 +159,17 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
     }
     try {
       ImmutableSet<InternetAddress> recipients = getEmailAddresses(registrar, Type.TECH);
+      ImmutableSet<InternetAddress> ccs = getEmailAddresses(registrar, Type.ADMIN);
       Date expirationDate = certificateChecker.getCertificate(certificate.get()).getNotAfter();
       logger.atInfo().log(
-          "Registrar %s should receive an email that its %s SSL certificate will expire on %s.",
-          registrar.getRegistrarName(),
+          " %s SSL certificate of registrar '%s' will expire on %s.",
           certificateType.getDisplayName(),
+          registrar.getRegistrarName(),
           expirationDate.toString());
-      if (recipients.isEmpty()) {
+      if (recipients.isEmpty() && ccs.isEmpty()) {
         logger.atWarning().log(
-            "Registrar %s contains no email addresses to receive notification email.",
+            "Registrar %s contains no TECH nor ADMIN email addresses to receive notification"
+                + " email.",
             registrar.getRegistrarName());
         return false;
       }
@@ -172,9 +182,9 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
                       registrar.getRegistrarName(),
                       certificateType,
                       expirationDate,
-                      registrar.getClientId()))
+                      registrar.getRegistrarId()))
               .setRecipients(recipients)
-              .setCcs(getEmailAddresses(registrar, Type.ADMIN))
+              .setCcs(ccs)
               .build());
       /*
        * A duration time offset is used here to ensure that date comparison between two
@@ -243,32 +253,32 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
   /** Sends notification emails to registrars with expiring certificates. */
   @VisibleForTesting
   int sendNotificationEmails() {
-    int emailsSent = 0;
+    int numEmailsSent = 0;
     for (RegistrarInfo registrarInfo : getRegistrarsWithExpiringCertificates()) {
       Registrar registrar = registrarInfo.registrar();
-      if (registrarInfo.isCertExpiring()) {
-        sendNotificationEmail(
-            registrar,
-            registrar.getLastExpiringCertNotificationSentDate(),
-            CertificateType.PRIMARY,
-            registrar.getClientCertificate());
-        emailsSent++;
+      if (registrarInfo.isCertExpiring()
+          && sendNotificationEmail(
+              registrar,
+              registrar.getLastExpiringCertNotificationSentDate(),
+              CertificateType.PRIMARY,
+              registrar.getClientCertificate())) {
+        numEmailsSent++;
       }
-      if (registrarInfo.isFailOverCertExpiring()) {
-        sendNotificationEmail(
-            registrar,
-            registrar.getLastExpiringFailoverCertNotificationSentDate(),
-            CertificateType.FAILOVER,
-            registrar.getFailoverClientCertificate());
-        emailsSent++;
+      if (registrarInfo.isFailOverCertExpiring()
+          && sendNotificationEmail(
+              registrar,
+              registrar.getLastExpiringFailoverCertNotificationSentDate(),
+              CertificateType.FAILOVER,
+              registrar.getFailoverClientCertificate())) {
+        numEmailsSent++;
       }
     }
-    logger.atInfo().log(
-        "Attempted to send %d expiring certificate notification emails.", emailsSent);
-    return emailsSent;
+    return numEmailsSent;
   }
 
-  /** Returns a list of email addresses of the registrar that should receive a notification email */
+  /**
+   * Returns a list of email addresses of the registrar that should receive a notification email.
+   */
   @VisibleForTesting
   ImmutableSet<InternetAddress> getEmailAddresses(Registrar registrar, Type contactType) {
     ImmutableSortedSet<RegistrarContact> contacts = registrar.getContactsOfType(contactType);
@@ -327,6 +337,7 @@ public class SendExpiringCertificateNotificationEmailAction implements Runnable
 
   @AutoValue
   public abstract static class RegistrarInfo {
+
     static RegistrarInfo create(
         Registrar registrar, boolean isCertExpiring, boolean isFailOverCertExpiring) {
       return new AutoValue_SendExpiringCertificateNotificationEmailAction_RegistrarInfo(

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

@@ -0,0 +1,138 @@
+// 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.batch;
+
+import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
+import static org.apache.http.HttpStatus.SC_INTERNAL_SERVER_ERROR;
+import static org.apache.http.HttpStatus.SC_OK;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.flogger.FluentLogger;
+import com.google.common.net.MediaType;
+import google.registry.config.RegistryConfig.Config;
+import google.registry.model.contact.ContactHistory;
+import google.registry.request.Action;
+import google.registry.request.Action.Service;
+import google.registry.request.Response;
+import google.registry.request.auth.Auth;
+import google.registry.util.Clock;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Stream;
+import javax.inject.Inject;
+import org.joda.time.DateTime;
+
+/**
+ * An action that wipes out Personal Identifiable Information (PII) fields of {@link ContactHistory}
+ * entities.
+ *
+ * <p>ContactHistory entities should be retained in the database for only certain amount of time.
+ * This periodic wipe out action only applies to SQL.
+ */
+@Action(
+    service = Service.BACKEND,
+    path = WipeOutContactHistoryPiiAction.PATH,
+    auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+public class WipeOutContactHistoryPiiAction implements Runnable {
+
+  public static final String PATH = "/_dr/task/wipeOutContactHistoryPii";
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+  private final Clock clock;
+  private final Response response;
+  private final int minMonthsBeforeWipeOut;
+  private final int wipeOutQueryBatchSize;
+
+  @Inject
+  public WipeOutContactHistoryPiiAction(
+      Clock clock,
+      @Config("minMonthsBeforeWipeOut") int minMonthsBeforeWipeOut,
+      @Config("wipeOutQueryBatchSize") int wipeOutQueryBatchSize,
+      Response response) {
+    this.clock = clock;
+    this.response = response;
+    this.minMonthsBeforeWipeOut = minMonthsBeforeWipeOut;
+    this.wipeOutQueryBatchSize = wipeOutQueryBatchSize;
+  }
+
+  @Override
+  public void run() {
+    response.setContentType(MediaType.PLAIN_TEXT_UTF_8);
+    try {
+      int totalNumOfWipedEntities = 0;
+      DateTime wipeOutTime = clock.nowUtc().minusMonths(minMonthsBeforeWipeOut);
+      logger.atInfo().log(
+          "About to wipe out all PII of contact history entities prior to %s.", wipeOutTime);
+
+      int numOfWipedEntities = 0;
+      do {
+        numOfWipedEntities =
+            jpaTm()
+                .transact(
+                    () ->
+                        wipeOutContactHistoryData(
+                            getNextContactHistoryEntitiesWithPiiBatch(wipeOutTime)));
+        totalNumOfWipedEntities += numOfWipedEntities;
+      } while (numOfWipedEntities > 0);
+      String msg =
+          String.format(
+              "Done. Wiped out PII of %d ContactHistory entities in total.",
+              totalNumOfWipedEntities);
+      logger.atInfo().log(msg);
+      response.setPayload(msg);
+      response.setStatus(SC_OK);
+
+    } catch (Exception e) {
+      logger.atSevere().withCause(e).log(
+          "Exception thrown during the process of wiping out contact history PII.");
+      response.setStatus(SC_INTERNAL_SERVER_ERROR);
+      response.setPayload(
+          String.format(
+              "Exception thrown during the process of wiping out contact history PII with cause"
+                  + ": %s",
+              e));
+    }
+  }
+
+  /**
+   * Returns a stream of up to {@link #wipeOutQueryBatchSize} {@link ContactHistory} entities
+   * containing PII that are prior to @param wipeOutTime.
+   */
+  @VisibleForTesting
+  Stream<ContactHistory> getNextContactHistoryEntitiesWithPiiBatch(DateTime wipeOutTime) {
+    // email is one of the required fields in EPP, meaning it's initially not null.
+    // Therefore, checking if it's null is one way to avoid processing contact history entities
+    // that have been processed previously. Refer to RFC 5733 for more information.
+    return jpaTm()
+        .query(
+            "FROM ContactHistory WHERE modificationTime < :wipeOutTime " + "AND email IS NOT NULL",
+            ContactHistory.class)
+        .setParameter("wipeOutTime", wipeOutTime)
+        .setMaxResults(wipeOutQueryBatchSize)
+        .getResultStream();
+  }
+
+  /** Wipes out the PII of each of the {@link ContactHistory} entities in the stream. */
+  @VisibleForTesting
+  int wipeOutContactHistoryData(Stream<ContactHistory> contactHistoryEntities) {
+    AtomicInteger numOfEntities = new AtomicInteger(0);
+    contactHistoryEntities.forEach(
+        contactHistoryEntity -> {
+          jpaTm().update(contactHistoryEntity.asBuilder().wipeOutPii().build());
+          numOfEntities.incrementAndGet();
+        });
+    logger.atInfo().log(
+        "Wiped out all PII fields of %d ContactHistory entities.", numOfEntities.get());
+    return numOfEntities.get();
+  }
+}

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

@@ -29,6 +29,7 @@ import com.google.common.collect.ImmutableSet;
 import com.google.common.flogger.FluentLogger;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.config.RegistryEnvironment;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.request.Action;
 import google.registry.request.Response;
 import google.registry.request.auth.Auth;
@@ -45,6 +46,7 @@ import javax.inject.Inject;
     service = Action.Service.BACKEND,
     path = "/_dr/task/wipeOutDatastore",
     auth = Auth.AUTH_INTERNAL_OR_ADMIN)
+@DeleteAfterMigration
 public class WipeoutDatastoreAction implements Runnable {
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
@@ -92,7 +94,12 @@ public class WipeoutDatastoreAction implements Runnable {
               .setJobName(createJobName("bulk-delete-datastore-", clock))
               .setContainerSpecGcsPath(
                   String.format("%s/%s_metadata.json", stagingBucketUrl, PIPELINE_NAME))
-              .setParameters(ImmutableMap.of("kindsToDelete", "*"));
+              .setParameters(
+                  ImmutableMap.of(
+                      "kindsToDelete",
+                      "*",
+                      "registryEnvironment",
+                      RegistryEnvironment.get().name()));
       LaunchFlexTemplateResponse launchResponse =
           dataflow
               .projects()

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

@@ -0,0 +1,88 @@
+// 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.common;
+
+import static com.google.common.base.Preconditions.checkState;
+import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
+
+import com.google.common.flogger.FluentLogger;
+import java.util.List;
+import javax.persistence.EntityManager;
+import javax.persistence.EntityTransaction;
+
+/**
+ * A database snapshot shareable by concurrent queries from multiple database clients. A snapshot is
+ * uniquely identified by its {@link #getSnapshotId snapshotId}, and must stay open until all
+ * concurrent queries to this snapshot have attached to it by calling {@link
+ * google.registry.persistence.transaction.JpaTransactionManager#setDatabaseSnapshot}. However, it
+ * can be closed before those queries complete.
+ *
+ * <p>This feature is <em>Postgresql-only</em>.
+ *
+ * <p>To support large queries, transaction isolation level is fixed at the REPEATABLE_READ to avoid
+ * exhausting predicate locks at the SERIALIZABLE level.
+ */
+// TODO(b/193662898): vendor-independent support for richer transaction semantics.
+public class DatabaseSnapshot implements AutoCloseable {
+
+  private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+
+  private String snapshotId;
+  private EntityManager entityManager;
+  private EntityTransaction transaction;
+
+  private DatabaseSnapshot() {}
+
+  public String getSnapshotId() {
+    checkState(entityManager != null, "Snapshot not opened yet.");
+    checkState(entityManager.isOpen(), "Snapshot already closed.");
+    return snapshotId;
+  }
+
+  private DatabaseSnapshot open() {
+    entityManager = jpaTm().getStandaloneEntityManager();
+    transaction = entityManager.getTransaction();
+    transaction.setRollbackOnly();
+    transaction.begin();
+
+    entityManager
+        .createNativeQuery("SET TRANSACTION ISOLATION LEVEL REPEATABLE READ")
+        .executeUpdate();
+
+    List<?> snapshotIds =
+        entityManager.createNativeQuery("SELECT pg_export_snapshot();").getResultList();
+    checkState(snapshotIds.size() == 1, "Unexpected number of snapshots: %s", snapshotIds.size());
+    snapshotId = (String) snapshotIds.get(0);
+    return this;
+  }
+
+  @Override
+  public void close() {
+    if (transaction != null && transaction.isActive()) {
+      try {
+        transaction.rollback();
+      } catch (Exception e) {
+        logger.atWarning().withCause(e).log("Failed to close a Database Snapshot");
+      }
+    }
+    if (entityManager != null && entityManager.isOpen()) {
+      entityManager.close();
+    }
+  }
+
+  public static DatabaseSnapshot createSnapshot() {
+    return new DatabaseSnapshot().open();
+  }
+}

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

@@ -17,7 +17,6 @@ package google.registry.beam.common;
 import static com.google.common.base.Verify.verify;
 import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
 
-import google.registry.backup.AppEngineEnvironment;
 import google.registry.model.contact.ContactResource;
 import google.registry.persistence.transaction.CriteriaQueryBuilder;
 import google.registry.persistence.transaction.JpaTransactionManager;
@@ -59,18 +58,16 @@ public class JpaDemoPipeline implements Serializable {
                   public void processElement() {
                     // AppEngineEnvironment is needed as long as JPA entity classes still depends
                     // on Objectify.
-                    try (AppEngineEnvironment allowOfyEntity = new AppEngineEnvironment()) {
-                      int result =
-                          (Integer)
-                              jpaTm()
-                                  .transact(
-                                      () ->
-                                          jpaTm()
-                                              .getEntityManager()
-                                              .createNativeQuery("select 1;")
-                                              .getSingleResult());
-                      verify(result == 1, "Expecting 1, got %s.", result);
-                    }
+                    int result =
+                        (Integer)
+                            jpaTm()
+                                .transact(
+                                    () ->
+                                        jpaTm()
+                                            .getEntityManager()
+                                            .createNativeQuery("select 1;")
+                                            .getSingleResult());
+                    verify(result == 1, "Expecting 1, got %s.", result);
                     counter.inc();
                   }
                 }));

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

@@ -20,9 +20,10 @@ import static org.apache.beam.sdk.values.TypeDescriptors.integers;
 import com.google.auto.value.AutoValue;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.Streams;
-import google.registry.backup.AppEngineEnvironment;
 import google.registry.beam.common.RegistryQuery.CriteriaQuerySupplier;
-import google.registry.model.ofy.ObjectifyService;
+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;
@@ -138,6 +139,9 @@ public final class RegistryJpaIO {
 
     abstract Coder<T> coder();
 
+    @Nullable
+    abstract String snapshotId();
+
     abstract Builder<R, T> toBuilder();
 
     @Override
@@ -145,7 +149,9 @@ public final class RegistryJpaIO {
     public PCollection<T> expand(PBegin input) {
       return input
           .apply("Starting " + name(), Create.of((Void) null))
-          .apply("Run query for " + name(), ParDo.of(new QueryRunner<>(query(), resultMapper())))
+          .apply(
+              "Run query for " + name(),
+              ParDo.of(new QueryRunner<>(query(), resultMapper(), snapshotId())))
           .setCoder(coder())
           .apply("Reshuffle", Reshuffle.viaRandomKey());
     }
@@ -162,6 +168,18 @@ public final class RegistryJpaIO {
       return toBuilder().coder(coder).build();
     }
 
+    /**
+     * Specifies the database snapshot to use for this query.
+     *
+     * <p>This feature is <em>Postgresql-only</em>. User is responsible for keeping the snapshot
+     * available until all JVM workers have started using it by calling {@link
+     * JpaTransactionManager#setDatabaseSnapshot}.
+     */
+    // TODO(b/193662898): vendor-independent support for richer transaction semantics.
+    public Read<R, T> withSnapshot(@Nullable String snapshotId) {
+      return toBuilder().snapshotId(snapshotId).build();
+    }
+
     static <R, T> Builder<R, T> builder() {
       return new AutoValue_RegistryJpaIO_Read.Builder<R, T>()
           .name(DEFAULT_NAME)
@@ -179,6 +197,8 @@ public final class RegistryJpaIO {
 
       abstract Builder<R, T> coder(Coder coder);
 
+      abstract Builder<R, T> snapshotId(@Nullable String sharedSnapshotId);
+
       abstract Read<R, T> build();
 
       Builder<R, T> criteriaQuery(CriteriaQuerySupplier<R> criteriaQuery) {
@@ -201,22 +221,32 @@ public final class RegistryJpaIO {
     static class QueryRunner<R, T> extends DoFn<Void, T> {
       private final RegistryQuery<R> query;
       private final SerializableFunction<R, T> resultMapper;
+      // java.util.Optional is not serializable. Use of Guava Optional is discouraged.
+      @Nullable private final String snapshotId;
 
-      QueryRunner(RegistryQuery<R> query, SerializableFunction<R, T> resultMapper) {
+      QueryRunner(
+          RegistryQuery<R> query,
+          SerializableFunction<R, T> resultMapper,
+          @Nullable String snapshotId) {
         this.query = query;
         this.resultMapper = resultMapper;
+        this.snapshotId = snapshotId;
       }
 
       @ProcessElement
       public void processElement(OutputReceiver<T> outputReceiver) {
-        // AppEngineEnvironment is need for handling VKeys, which involve Ofy keys. Unlike
-        // SqlBatchWriter, it is unnecessary to initialize ObjectifyService in this class.
-        try (AppEngineEnvironment env = new AppEngineEnvironment()) {
-          // TODO(b/187210388): JpaTransactionManager should support non-transactional query.
-          jpaTm()
-              .transactNoRetry(
-                  () -> query.stream().map(resultMapper::apply).forEach(outputReceiver::output));
-        }
+        // 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(
+                () -> {
+                  if (snapshotId != null) {
+                    jpaTm().setDatabaseSnapshot(snapshotId);
+                  }
+                  query.stream().map(resultMapper::apply).forEach(outputReceiver::output);
+                });
       }
     }
   }
@@ -274,6 +304,12 @@ public final class RegistryJpaIO {
 
     public abstract SerializableFunction<T, Object> jpaConverter();
 
+    /**
+     * Signal to the writer that the {@link UpdateAutoTimestamp} property should be allowed to
+     * manipulate its value before persistence. The default value is {@code true}.
+     */
+    abstract boolean withUpdateAutoTimestamp();
+
     public Write<T> withName(String name) {
       return toBuilder().name(name).build();
     }
@@ -294,6 +330,10 @@ public final class RegistryJpaIO {
       return toBuilder().jpaConverter(jpaConverter).build();
     }
 
+    public Write<T> disableUpdateAutoTimestamp() {
+      return toBuilder().withUpdateAutoTimestamp(false).build();
+    }
+
     abstract Builder<T> toBuilder();
 
     @Override
@@ -310,7 +350,7 @@ public final class RegistryJpaIO {
               GroupIntoBatches.<Integer, T>ofSize(batchSize()).withShardedKey())
           .apply(
               "Write in batch for " + name(),
-              ParDo.of(new SqlBatchWriter<>(name(), jpaConverter())));
+              ParDo.of(new SqlBatchWriter<>(name(), jpaConverter(), withUpdateAutoTimestamp())));
     }
 
     static <T> Builder<T> builder() {
@@ -318,7 +358,8 @@ public final class RegistryJpaIO {
           .name(DEFAULT_NAME)
           .batchSize(DEFAULT_BATCH_SIZE)
           .shards(DEFAULT_SHARDS)
-          .jpaConverter(x -> x);
+          .jpaConverter(x -> x)
+          .withUpdateAutoTimestamp(true);
     }
 
     @AutoValue.Builder
@@ -332,6 +373,8 @@ public final class RegistryJpaIO {
 
       abstract Builder<T> jpaConverter(SerializableFunction<T, Object> jpaConverter);
 
+      abstract Builder<T> withUpdateAutoTimestamp(boolean withUpdateAutoTimestamp);
+
       abstract Write<T> build();
     }
   }
@@ -340,37 +383,38 @@ public final class RegistryJpaIO {
   private static class SqlBatchWriter<T> extends DoFn<KV<ShardedKey<Integer>, Iterable<T>>, Void> {
     private final Counter counter;
     private final SerializableFunction<T, Object> jpaConverter;
+    private final boolean withAutoTimestamp;
 
-    SqlBatchWriter(String type, SerializableFunction<T, Object> jpaConverter) {
+    SqlBatchWriter(
+        String type, SerializableFunction<T, Object> jpaConverter, boolean withAutoTimestamp) {
       counter = Metrics.counter("SQL_WRITE", type);
       this.jpaConverter = jpaConverter;
-    }
-
-    @Setup
-    public void setup() {
-      // AppEngineEnvironment is needed as long as Objectify keys are still involved in the handling
-      // of SQL entities (e.g., in VKeys). ObjectifyService needs to be initialized when conversion
-      // between Ofy entity and Datastore entity is needed.
-      try (AppEngineEnvironment env = new AppEngineEnvironment()) {
-        ObjectifyService.initOfy();
-      }
+      this.withAutoTimestamp = withAutoTimestamp;
     }
 
     @ProcessElement
     public void processElement(@Element KV<ShardedKey<Integer>, Iterable<T>> kv) {
-      try (AppEngineEnvironment env = new AppEngineEnvironment()) {
-        ImmutableList<Object> entities =
-            Streams.stream(kv.getValue())
-                .map(this.jpaConverter::apply)
-                // TODO(b/177340730): post migration delete the line below.
-                .filter(Objects::nonNull)
-                .collect(ImmutableList.toImmutableList());
-        try {
-          jpaTm().transact(() -> jpaTm().putAll(entities));
-          counter.inc(entities.size());
-        } catch (RuntimeException e) {
-          processSingly(entities);
-        }
+      if (withAutoTimestamp) {
+        actuallyProcessElement(kv);
+        return;
+      }
+      try (DisableAutoUpdateResource disable = UpdateAutoTimestamp.disableAutoUpdate()) {
+        actuallyProcessElement(kv);
+      }
+    }
+
+    private void actuallyProcessElement(@Element KV<ShardedKey<Integer>, Iterable<T>> kv) {
+      ImmutableList<Object> entities =
+          Streams.stream(kv.getValue())
+              .map(this.jpaConverter::apply)
+              // TODO(b/177340730): post migration delete the line below.
+              .filter(Objects::nonNull)
+              .collect(ImmutableList.toImmutableList());
+      try {
+        jpaTm().transact(() -> jpaTm().putAll(entities));
+        counter.inc(entities.size());
+      } catch (RuntimeException e) {
+        processSingly(entities);
       }
     }
 

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

@@ -21,7 +21,9 @@ import google.registry.config.CredentialModule;
 import google.registry.config.RegistryConfig.Config;
 import google.registry.config.RegistryConfig.ConfigModule;
 import google.registry.persistence.PersistenceModule;
+import google.registry.persistence.PersistenceModule.BeamBulkQueryJpaTm;
 import google.registry.persistence.PersistenceModule.BeamJpaTm;
+import google.registry.persistence.PersistenceModule.BeamReadOnlyReplicaJpaTm;
 import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
 import google.registry.persistence.transaction.JpaTransactionManager;
 import google.registry.privileges.secretmanager.SecretManagerModule;
@@ -45,9 +47,26 @@ public interface RegistryPipelineComponent {
   @Config("projectId")
   String getProjectId();
 
+  /** Returns the regular {@link JpaTransactionManager} for general use. */
   @BeamJpaTm
   Lazy<JpaTransactionManager> getJpaTransactionManager();
 
+  /**
+   * Returns a {@link JpaTransactionManager} optimized for bulk loading multi-level JPA entities
+   * ({@link google.registry.model.domain.DomainBase} and {@link
+   * google.registry.model.domain.DomainHistory}). Please refer to {@link
+   * google.registry.model.bulkquery.BulkQueryEntities} for more information.
+   */
+  @BeamBulkQueryJpaTm
+  Lazy<JpaTransactionManager> getBulkQueryJpaTransactionManager();
+
+  /**
+   * A {@link JpaTransactionManager} that uses the Postgres read-only replica if configured (uses
+   * the standard DB otherwise).
+   */
+  @BeamReadOnlyReplicaJpaTm
+  Lazy<JpaTransactionManager> getReadOnlyReplicaJpaTransactionManager();
+
   @Component.Builder
   interface Builder {
 

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

@@ -16,6 +16,7 @@ package google.registry.beam.common;
 
 import google.registry.beam.common.RegistryJpaIO.Write;
 import google.registry.config.RegistryEnvironment;
+import google.registry.persistence.PersistenceModule.JpaTransactionManagerType;
 import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
 import java.util.Objects;
 import javax.annotation.Nullable;
@@ -34,7 +35,6 @@ import org.apache.beam.sdk.options.Description;
 public interface RegistryPipelineOptions extends GcpOptions {
 
   @Description("The Registry environment.")
-  @Nullable
   RegistryEnvironment getRegistryEnvironment();
 
   void setRegistryEnvironment(RegistryEnvironment environment);
@@ -45,6 +45,12 @@ public interface RegistryPipelineOptions extends GcpOptions {
 
   void setIsolationOverride(TransactionIsolationLevel isolationOverride);
 
+  @Description("The JPA Transaction Manager to use.")
+  @Default.Enum(value = "REGULAR")
+  JpaTransactionManagerType getJpaTransactionManagerType();
+
+  void setJpaTransactionManagerType(JpaTransactionManagerType jpaTransactionManagerType);
+
   @Description("The number of entities to write to the SQL database in one operation.")
   @Default.Integer(20)
   int getSqlWriteBatchSize();

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

@@ -20,6 +20,8 @@ import com.google.auto.service.AutoService;
 import com.google.common.flogger.FluentLogger;
 import dagger.Lazy;
 import google.registry.config.RegistryEnvironment;
+import google.registry.config.SystemPropertySetter;
+import google.registry.model.AppEngineEnvironment;
 import google.registry.persistence.transaction.JpaTransactionManager;
 import google.registry.persistence.transaction.TransactionManagerFactory;
 import org.apache.beam.sdk.harness.JvmInitializer;
@@ -35,18 +37,40 @@ import org.apache.beam.sdk.options.PipelineOptions;
 @AutoService(JvmInitializer.class)
 public class RegistryPipelineWorkerInitializer implements JvmInitializer {
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
+  public static final String PROPERTY = "google.registry.beam";
 
   @Override
   public void beforeProcessing(PipelineOptions options) {
     RegistryPipelineOptions registryOptions = options.as(RegistryPipelineOptions.class);
     RegistryEnvironment environment = registryOptions.getRegistryEnvironment();
     if (environment == null || environment.equals(RegistryEnvironment.UNITTEST)) {
-      return;
+      throw new RuntimeException(
+          "A registry environment must be specified in the pipeline options.");
     }
-    logger.atInfo().log("Setting up RegistryEnvironment: %s", environment);
+    logger.atInfo().log("Setting up RegistryEnvironment %s.", environment);
     environment.setup();
-    Lazy<JpaTransactionManager> transactionManagerLazy =
-        toRegistryPipelineComponent(registryOptions).getJpaTransactionManager();
+    RegistryPipelineComponent registryPipelineComponent =
+        toRegistryPipelineComponent(registryOptions);
+    Lazy<JpaTransactionManager> transactionManagerLazy;
+    switch (registryOptions.getJpaTransactionManagerType()) {
+      case BULK_QUERY:
+        transactionManagerLazy = registryPipelineComponent.getBulkQueryJpaTransactionManager();
+        break;
+      case READ_ONLY_REPLICA:
+        transactionManagerLazy =
+            registryPipelineComponent.getReadOnlyReplicaJpaTransactionManager();
+        break;
+      case REGULAR:
+      default:
+        transactionManagerLazy = registryPipelineComponent.getJpaTransactionManager();
+    }
     TransactionManagerFactory.setJpaTmOnBeamWorker(transactionManagerLazy::get);
+    // Masquerade all threads as App Engine threads so we can create Ofy keys in the pipeline. Also
+    // loads all ofy entities.
+    new AppEngineEnvironment("s~" + registryPipelineComponent.getProjectId())
+        .setEnvironmentForAllThreads();
+    // Set the system property so that we can call IdService.allocateId() without access to
+    // datastore.
+    SystemPropertySetter.PRODUCTION_IMPL.setProperty(PROPERTY, "true");
   }
 }

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

@@ -16,6 +16,7 @@ package google.registry.beam.common;
 
 import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
 
+import google.registry.persistence.transaction.JpaTransactionManager;
 import java.io.Serializable;
 import java.util.Map;
 import java.util.function.Supplier;
@@ -28,6 +29,15 @@ import javax.persistence.criteria.CriteriaQuery;
 
 /** Interface for query instances used by {@link RegistryJpaIO.Read}. */
 public interface RegistryQuery<T> extends Serializable {
+
+  /**
+   * Number of JPA entities to fetch in each batch during a query.
+   *
+   * <p>With Hibernate, for result streaming to work, a query's fetchSize property must be set to a
+   * non-zero value.
+   */
+  int QUERY_FETCH_SIZE = 1000;
+
   Stream<T> stream();
 
   interface CriteriaQuerySupplier<T> extends Supplier<CriteriaQuery<T>>, Serializable {}
@@ -49,6 +59,7 @@ public interface RegistryQuery<T> extends Serializable {
       if (parameters != null) {
         parameters.forEach(query::setParameter);
       }
+      JpaTransactionManager.setQueryFetchSize(query, QUERY_FETCH_SIZE);
       @SuppressWarnings("unchecked")
       Stream<T> resultStream = query.getResultStream();
       return nativeQuery ? resultStream : resultStream.map(e -> detach(entityManager, e));
@@ -64,11 +75,14 @@ public interface RegistryQuery<T> extends Serializable {
   static <T> RegistryQuery<T> createQuery(
       String jpql, @Nullable Map<String, Object> parameters, Class<T> clazz) {
     return () -> {
-      TypedQuery<T> query = jpaTm().query(jpql, clazz);
+      // TODO(b/193662898): switch to jpaTm().query() when it can properly detach loaded entities.
+      EntityManager entityManager = jpaTm().getEntityManager();
+      TypedQuery<T> query = entityManager.createQuery(jpql, clazz);
       if (parameters != null) {
         parameters.forEach(query::setParameter);
       }
-      return query.getResultStream();
+      JpaTransactionManager.setQueryFetchSize(query, QUERY_FETCH_SIZE);
+      return query.getResultStream().map(e -> detach(entityManager, e));
     };
   }
 
@@ -82,7 +96,13 @@ public interface RegistryQuery<T> extends Serializable {
    * @param <T> Type of each row in the result set.
    */
   static <T> RegistryQuery<T> createQuery(CriteriaQuerySupplier<T> criteriaQuery) {
-    return () -> jpaTm().query(criteriaQuery.get()).getResultStream();
+    return () -> {
+      // TODO(b/193662898): switch to jpaTm().query() when it can properly detach loaded entities.
+      EntityManager entityManager = jpaTm().getEntityManager();
+      TypedQuery<T> query = entityManager.createQuery(criteriaQuery.get());
+      JpaTransactionManager.setQueryFetchSize(query, QUERY_FETCH_SIZE);
+      return query.getResultStream().map(e -> detach(entityManager, e));
+    };
   }
 
   /**
@@ -108,7 +128,10 @@ public interface RegistryQuery<T> extends Serializable {
       return;
     }
     try {
-      entityManager.detach(object);
+      // TODO(b/193662898): choose detach() or clear() based on the type of transaction.
+      // For context, EntityManager.detach() does not remove all metadata about loaded entities.
+      // See b/193925312 or https://hibernate.atlassian.net/browse/HHH-14735 for details.
+      entityManager.clear();
     } catch (IllegalArgumentException e) {
       // Not an entity. Do nothing.
     }

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

@@ -0,0 +1,193 @@
+// 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 google.registry.beam.comparedb.ValidateSqlUtils.createSqlEntityTupleTag;
+import static google.registry.beam.initsql.Transforms.createTagForKind;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.base.Verify;
+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;
+import google.registry.model.contact.ContactHistory;
+import google.registry.model.contact.ContactResource;
+import google.registry.model.domain.DomainBase;
+import google.registry.model.domain.DomainHistory;
+import google.registry.model.domain.token.AllocationToken;
+import google.registry.model.host.HostHistory;
+import google.registry.model.host.HostResource;
+import google.registry.model.poll.PollMessage;
+import google.registry.model.registrar.Registrar;
+import google.registry.model.registrar.RegistrarContact;
+import google.registry.model.replay.SqlEntity;
+import google.registry.model.reporting.HistoryEntry;
+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;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.sdk.values.TupleTagList;
+import org.joda.time.DateTime;
+
+/** Utilities for loading Datastore snapshots. */
+@DeleteAfterMigration
+public final class DatastoreSnapshots {
+
+  private DatastoreSnapshots() {}
+
+  /**
+   * Datastore kinds eligible for validation. This set must be consistent with {@link
+   * SqlSnapshots#ALL_SQL_ENTITIES}.
+   */
+  @VisibleForTesting
+  static final ImmutableSet<Class<?>> ALL_DATASTORE_KINDS =
+      ImmutableSet.of(
+          Registry.class,
+          Cursor.class,
+          Registrar.class,
+          ContactResource.class,
+          RegistrarContact.class,
+          HostResource.class,
+          HistoryEntry.class,
+          AllocationToken.class,
+          BillingEvent.Recurring.class,
+          BillingEvent.OneTime.class,
+          BillingEvent.Cancellation.class,
+          PollMessage.class,
+          DomainBase.class);
+
+  /**
+   * Returns the Datastore snapshot right before {@code commitLogToTime} for the user specified
+   * {@code kinds}. The resulting snapshot has all changes that happened before {@code
+   * commitLogToTime}, and none at or after {@code commitLogToTime}.
+   *
+   * <p>If {@code HistoryEntry} is included in {@code kinds}, the result will contain {@code
+   * PCollections} for the child entities, {@code DomainHistory}, {@code ContactHistory}, and {@code
+   * HostHistory}.
+   */
+  static PCollectionTuple loadDatastoreSnapshotByKind(
+      Pipeline pipeline,
+      String exportDir,
+      String commitLogDir,
+      DateTime commitLogFromTime,
+      DateTime commitLogToTime,
+      Set<Class<?>> kinds,
+      Optional<DateTime> compareStartTime) {
+    PCollectionTuple snapshot =
+        pipeline.apply(
+            "Load Datastore snapshot.",
+            Transforms.loadDatastoreSnapshot(
+                exportDir,
+                commitLogDir,
+                commitLogFromTime,
+                commitLogToTime,
+                kinds.stream().map(Key::getKind).collect(ImmutableSet.toImmutableSet())));
+
+    PCollectionTuple perTypeSnapshots = PCollectionTuple.empty(pipeline);
+    for (Class<?> kind : kinds) {
+      PCollection<VersionedEntity> perKindSnapshot =
+          snapshot.get(createTagForKind(Key.getKind(kind)));
+      if (SqlEntity.class.isAssignableFrom(kind)) {
+        perTypeSnapshots =
+            perTypeSnapshots.and(
+                createSqlEntityTupleTag((Class<? extends SqlEntity>) kind),
+                datastoreEntityToPojo(perKindSnapshot, kind.getSimpleName(), compareStartTime));
+        continue;
+      }
+      Verify.verify(kind == HistoryEntry.class, "Unexpected Non-SqlEntity class: %s", kind);
+      PCollectionTuple historyEntriesByType = splitHistoryEntry(perKindSnapshot, compareStartTime);
+      for (Map.Entry<TupleTag<?>, PCollection<?>> entry :
+          historyEntriesByType.getAll().entrySet()) {
+        perTypeSnapshots = perTypeSnapshots.and(entry.getKey().getId(), entry.getValue());
+      }
+    }
+    return perTypeSnapshots;
+  }
+
+  /**
+   * Splits a {@link PCollection} of {@link HistoryEntry HistoryEntries} into three collections of
+   * its child entities by type.
+   */
+  static PCollectionTuple splitHistoryEntry(
+      PCollection<VersionedEntity> historyEntries, Optional<DateTime> compareStartTime) {
+    DateTime nullableStartTime = compareStartTime.orElse(null);
+    return historyEntries.apply(
+        "Split HistoryEntry by Resource Type",
+        ParDo.of(
+                new DoFn<VersionedEntity, SqlEntity>() {
+                  @ProcessElement
+                  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()))
+                                    .output(sqlEntity));
+                  }
+                })
+            .withOutputTags(
+                createSqlEntityTupleTag(DomainHistory.class),
+                TupleTagList.of(createSqlEntityTupleTag(ContactHistory.class))
+                    .and(createSqlEntityTupleTag(HostHistory.class))));
+  }
+
+  /**
+   * Transforms a {@link PCollection} of {@link VersionedEntity VersionedEntities} to Ofy Java
+   * objects.
+   */
+  static PCollection<SqlEntity> datastoreEntityToPojo(
+      PCollection<VersionedEntity> entities, String desc, Optional<DateTime> compareStartTime) {
+    DateTime nullableStartTime = compareStartTime.orElse(null);
+    return entities.apply(
+        "Datastore Entity to Pojo " + desc,
+        ParDo.of(
+            new DoFn<VersionedEntity, SqlEntity>() {
+              @ProcessElement
+              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

@@ -0,0 +1,154 @@
+// 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 com.google.auto.value.AutoValue;
+import com.google.cloud.storage.BlobId;
+import com.google.cloud.storage.BlobInfo;
+import dagger.Component;
+import google.registry.config.CloudTasksUtilsModule;
+import google.registry.config.CredentialModule;
+import google.registry.config.RegistryConfig;
+import google.registry.config.RegistryConfig.Config;
+import google.registry.config.RegistryConfig.ConfigModule;
+import google.registry.gcs.GcsUtils;
+import google.registry.model.annotations.DeleteAfterMigration;
+import google.registry.util.Clock;
+import google.registry.util.UtilsModule;
+import java.io.IOException;
+import java.util.Comparator;
+import java.util.NoSuchElementException;
+import java.util.Optional;
+import javax.inject.Inject;
+import javax.inject.Singleton;
+import org.joda.time.DateTime;
+import org.joda.time.Instant;
+import org.joda.time.Interval;
+
+/** Finds the necessary information for loading the most recent Datastore snapshot. */
+@DeleteAfterMigration
+public class LatestDatastoreSnapshotFinder {
+  private final String projectId;
+  private final GcsUtils gcsUtils;
+  private final Clock clock;
+
+  @Inject
+  LatestDatastoreSnapshotFinder(
+      @Config("projectId") String projectId, GcsUtils gcsUtils, Clock clock) {
+    this.projectId = projectId;
+    this.gcsUtils = gcsUtils;
+    this.clock = clock;
+  }
+
+  /**
+   * 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(Instant exportEndTimeUpperBound) {
+    String bucketName = RegistryConfig.getDatastoreBackupsBucket().substring("gs://".length());
+    /**
+     * Find the bucket-relative path to the overall metadata file of the last Datastore export.
+     * Since Datastore export is saved daily, we may need to look back to yesterday. If found, the
+     * return value is like
+     * "2021-11-19T06:00:00_76493/2021-11-19T06:00:00_76493.overall_export_metadata".
+     */
+    Optional<String> metaFilePathOptional =
+        findNewestExportMetadataFileBeforeTime(bucketName, exportEndTimeUpperBound, 5);
+    if (!metaFilePathOptional.isPresent()) {
+      throw new NoSuchElementException("No exports found over the past 2 days.");
+    }
+    String metaFilePath = metaFilePathOptional.get();
+    String metaFileFolder = metaFilePath.substring(0, metaFilePath.indexOf('/'));
+    Instant exportStartTime = Instant.parse(metaFileFolder.replace('_', '.') + 'Z');
+    BlobInfo blobInfo = gcsUtils.getBlobInfo(BlobId.of(bucketName, metaFilePath));
+    Instant exportEndTime = new Instant(blobInfo.getCreateTime());
+    return DatastoreSnapshotInfo.create(
+        String.format("gs://%s/%s", bucketName, metaFileFolder),
+        getCommitLogDir(),
+        new Interval(exportStartTime, exportEndTime));
+  }
+
+  public String getCommitLogDir() {
+    return "gs://" + projectId + "-commits";
+  }
+
+  /**
+   * 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
+   * all files in the same export, begins with the timestamp when the export starts.
+   *
+   * <p>An example return value: {@code
+   * 2021-11-19T06:00:00_76493/2021-11-19T06:00:00_76493.overall_export_metadata}.
+   */
+  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");
+      try {
+        Optional<String> metaFilePath =
+            gcsUtils.listFolderObjects(bucketName, dateString).stream()
+                .filter(s -> s.endsWith("overall_export_metadata"))
+                .map(s -> dateString + s)
+                .sorted(Comparator.<String>naturalOrder().reversed())
+                .findFirst();
+        if (metaFilePath.isPresent()) {
+          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);
+      }
+    }
+    return Optional.empty();
+  }
+
+  /** Holds information about a Datastore snapshot. */
+  @AutoValue
+  public abstract static class DatastoreSnapshotInfo {
+    public abstract String exportDir();
+
+    public abstract String commitLogDir();
+
+    public abstract Interval exportInterval();
+
+    static DatastoreSnapshotInfo create(
+        String exportDir, String commitLogDir, Interval exportOperationInterval) {
+      return new AutoValue_LatestDatastoreSnapshotFinder_DatastoreSnapshotInfo(
+          exportDir, commitLogDir, exportOperationInterval);
+    }
+  }
+
+  @Singleton
+  @Component(
+      modules = {
+        CredentialModule.class,
+        ConfigModule.class,
+        CloudTasksUtilsModule.class,
+        UtilsModule.class
+      })
+  interface LatestDatastoreSnapshotFinderFinderComponent {
+
+    LatestDatastoreSnapshotFinder datastoreSnapshotInfoFinder();
+  }
+}

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

@@ -0,0 +1,539 @@
+// 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.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;
+import google.registry.model.bulkquery.DomainBaseLite;
+import google.registry.model.bulkquery.DomainHistoryHost;
+import google.registry.model.bulkquery.DomainHistoryLite;
+import google.registry.model.bulkquery.DomainHost;
+import google.registry.model.common.Cursor;
+import google.registry.model.contact.ContactHistory;
+import google.registry.model.contact.ContactResource;
+import google.registry.model.domain.DomainBase;
+import google.registry.model.domain.DomainHistory;
+import google.registry.model.domain.DomainHistory.DomainHistoryId;
+import google.registry.model.domain.GracePeriod;
+import google.registry.model.domain.GracePeriod.GracePeriodHistory;
+import google.registry.model.domain.secdns.DelegationSignerData;
+import google.registry.model.domain.secdns.DomainDsDataHistory;
+import google.registry.model.domain.token.AllocationToken;
+import google.registry.model.host.HostHistory;
+import google.registry.model.host.HostResource;
+import google.registry.model.poll.PollMessage;
+import google.registry.model.registrar.Registrar;
+import google.registry.model.registrar.RegistrarContact;
+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;
+import org.apache.beam.sdk.transforms.GroupByKey;
+import org.apache.beam.sdk.transforms.MapElements;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PCollection;
+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.
+ *
+ * <p>For {@link DomainBase} and {@link DomainHistory}, this class assumes the presence of the
+ * {@link google.registry.persistence.PersistenceModule.JpaTransactionManagerType#BULK_QUERY
+ * bulk-query-capable JpaTransactionManager}, and takes advantage of it for higher throughput.
+ *
+ * <p>For now this class is meant for use during the database migration period only. Therefore, it
+ * contains optimizations specifically for the production database at the current size, e.g.,
+ * parallel queries for select tables.
+ */
+@DeleteAfterMigration
+public final class SqlSnapshots {
+
+  private SqlSnapshots() {}
+
+  /**
+   * SQL entity types that are eligible for validation. This set must be consistent with {@link
+   * DatastoreSnapshots#ALL_DATASTORE_KINDS}.
+   */
+  static final ImmutableSet<Class<? extends SqlEntity>> ALL_SQL_ENTITIES =
+      ImmutableSet.of(
+          Registry.class,
+          Cursor.class,
+          Registrar.class,
+          ContactResource.class,
+          RegistrarContact.class,
+          HostResource.class,
+          AllocationToken.class,
+          BillingEvent.Recurring.class,
+          BillingEvent.OneTime.class,
+          BillingEvent.Cancellation.class,
+          PollMessage.class,
+          DomainBase.class,
+          ContactHistory.class,
+          HostHistory.class,
+          DomainHistory.class);
+
+  /**
+   * Loads a SQL snapshot for the given {@code sqlEntityTypes}.
+   *
+   * <p>If {@code snapshotId} is present, all queries use the specified database snapshot,
+   * guaranteeing a consistent result.
+   */
+  public static PCollectionTuple loadCloudSqlSnapshotByType(
+      Pipeline pipeline,
+      ImmutableSet<Class<? extends SqlEntity>> sqlEntityTypes,
+      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, compareStartTime));
+        continue;
+      }
+      if (clazz == DomainHistory.class) {
+        perTypeSnapshots =
+            perTypeSnapshots.and(
+                createSqlEntityTupleTag(DomainHistory.class),
+                loadAndAssembleDomainHistory(pipeline, snapshotId, compareStartTime));
+        continue;
+      }
+      if (clazz == ContactHistory.class) {
+        perTypeSnapshots =
+            perTypeSnapshots.and(
+                createSqlEntityTupleTag(ContactHistory.class),
+                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 =
+          perTypeSnapshots.and(
+              createSqlEntityTupleTag(clazz),
+              pipeline.apply(
+                  "SQL Load " + clazz.getSimpleName(),
+                  RegistryJpaIO.read(
+                          () -> CriteriaQueryBuilder.create(clazz).build(), SqlEntity.class::cast)
+                      .withSnapshot(snapshotId.orElse(null))));
+    }
+    return perTypeSnapshots;
+  }
+
+  /**
+   * Bulk-loads parts of {@link DomainBase} and assembles them in the pipeline.
+   *
+   * @see BulkQueryEntities
+   */
+  public static PCollection<SqlEntity> loadAndAssembleDomainBase(
+      Pipeline pipeline, Optional<String> snapshotId, Optional<DateTime> compareStartTime) {
+    PCollection<KV<String, Serializable>> baseObjects =
+        readAllAndAssignKey(
+            pipeline,
+            DomainBaseLite.class,
+            DomainBaseLite::getRepoId,
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> gracePeriods =
+        readAllAndAssignKey(
+            pipeline,
+            GracePeriod.class,
+            GracePeriod::getDomainRepoId,
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> delegationSigners =
+        readAllAndAssignKey(
+            pipeline,
+            DelegationSignerData.class,
+            DelegationSignerData::getDomainRepoId,
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> domainHosts =
+        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())
+        .apply("Group by Domain Parts by RepoId", GroupByKey.create())
+        .apply(
+            "Assemble DomainBase",
+            ParDo.of(
+                new DoFn<KV<String, Iterable<Serializable>>, SqlEntity>() {
+                  @ProcessElement
+                  public void processElement(
+                      @Element KV<String, Iterable<Serializable>> kv,
+                      OutputReceiver<SqlEntity> outputReceiver) {
+                    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());
+                    outputReceiver.output(
+                        BulkQueryEntities.assembleDomainBase(
+                            baseObjects.iterator().next(),
+                            partsByType.getAllOf(GracePeriod.class),
+                            partsByType.getAllOf(DelegationSignerData.class),
+                            partsByType.getAllOf(DomainHost.class).stream()
+                                .map(DomainHost::getHostVKey)
+                                .collect(ImmutableSet.toImmutableSet())));
+                  }
+                }));
+  }
+
+  /**
+   * Loads all {@link ContactHistory} entities from the database.
+   *
+   * <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, Optional<DateTime> compareStartTime) {
+    PartitionedQuery partitionedQuery =
+        buildPartitonedHistoryQuery(ContactHistory.class, compareStartTime);
+    PCollection<SqlEntity> part1 =
+        pipeline.apply(
+            "SQL Load ContactHistory first half",
+            RegistryJpaIO.read(
+                    partitionedQuery.firstHalfQuery(),
+                    partitionedQuery.parameters(),
+                    false,
+                    SqlEntity.class::cast)
+                .withSnapshot(snapshotId.orElse(null)));
+    PCollection<SqlEntity> part2 =
+        pipeline.apply(
+            "SQL Load ContactHistory second half",
+            RegistryJpaIO.read(
+                    partitionedQuery.secondHalfQuery(),
+                    partitionedQuery.parameters(),
+                    false,
+                    SqlEntity.class::cast)
+                .withSnapshot(snapshotId.orElse(null)));
+    return PCollectionList.of(part1)
+        .and(part2)
+        .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.
+   *
+   * <p>This method uses two queries to load {@link DomainBaseLite} in parallel. This is a
+   * performance optimization specifically for the production database.
+   *
+   * @see BulkQueryEntities
+   */
+  static PCollection<SqlEntity> loadAndAssembleDomainHistory(
+      Pipeline pipeline, Optional<String> snapshotId, Optional<DateTime> compareStartTime) {
+    PartitionedQuery partitionedQuery =
+        buildPartitonedHistoryQuery(DomainHistoryLite.class, compareStartTime);
+    PCollection<KV<String, Serializable>> baseObjectsPart1 =
+        queryAndAssignKey(
+            pipeline,
+            "first half",
+            partitionedQuery.firstHalfQuery(),
+            partitionedQuery.parameters(),
+            DomainHistoryLite.class,
+            compose(DomainHistoryLite::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId);
+    PCollection<KV<String, Serializable>> baseObjectsPart2 =
+        queryAndAssignKey(
+            pipeline,
+            "second half",
+            partitionedQuery.secondHalfQuery(),
+            partitionedQuery.parameters(),
+            DomainHistoryLite.class,
+            compose(DomainHistoryLite::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId);
+    PCollection<KV<String, Serializable>> gracePeriods =
+        readAllAndAssignKey(
+            pipeline,
+            GracePeriodHistory.class,
+            compose(GracePeriodHistory::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> delegationSigners =
+        readAllAndAssignKey(
+            pipeline,
+            DomainDsDataHistory.class,
+            compose(DomainDsDataHistory::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> domainHosts =
+        readAllAndAssignKey(
+            pipeline,
+            DomainHistoryHost.class,
+            compose(DomainHistoryHost::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId,
+            compareStartTime);
+    PCollection<KV<String, Serializable>> transactionRecords =
+        readAllAndAssignKey(
+            pipeline,
+            DomainTransactionRecord.class,
+            compose(DomainTransactionRecord::getDomainHistoryId, DomainHistoryId::toString),
+            snapshotId,
+            compareStartTime);
+
+    DateTime nullableCompareStartTime = compareStartTime.orElse(null);
+    return PCollectionList.of(
+            ImmutableList.of(
+                baseObjectsPart1,
+                baseObjectsPart2,
+                gracePeriods,
+                delegationSigners,
+                domainHosts,
+                transactionRecords))
+        .apply("Merge DomainHistory parts", Flatten.pCollections())
+        .apply("Group by DomainHistory Parts by DomainHistoryId string", GroupByKey.create())
+        .apply(
+            "Assemble DomainHistory",
+            ParDo.of(
+                new DoFn<KV<String, Iterable<Serializable>>, SqlEntity>() {
+                  @ProcessElement
+                  public void processElement(
+                      @Element KV<String, Iterable<Serializable>> kv,
+                      OutputReceiver<SqlEntity> outputReceiver) {
+                    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: "
+                            + kv.getKey());
+                    outputReceiver.output(
+                        BulkQueryEntities.assembleDomainHistory(
+                            baseObjects.iterator().next(),
+                            partsByType.getAllOf(DomainDsDataHistory.class),
+                            partsByType.getAllOf(DomainHistoryHost.class).stream()
+                                .map(DomainHistoryHost::getHostVKey)
+                                .collect(ImmutableSet.toImmutableSet()),
+                            partsByType.getAllOf(GracePeriodHistory.class),
+                            partsByType.getAllOf(DomainTransactionRecord.class)));
+                  }
+                }));
+  }
+
+  static <R, T> PCollection<KV<String, Serializable>> readAllAndAssignKey(
+      Pipeline pipeline,
+      Class<R> type,
+      SerializableFunction<R, String> keyFunction,
+      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(), queryObject)
+        .apply(
+            "Assign Key to " + type.getSimpleName(),
+            MapElements.into(
+                    TypeDescriptors.kvs(
+                        TypeDescriptors.strings(), TypeDescriptor.of(Serializable.class)))
+                .via(obj -> KV.of(keyFunction.apply(obj), (Serializable) obj)));
+  }
+
+  static <R, T> PCollection<KV<String, Serializable>> queryAndAssignKey(
+      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, queryParameters, false, type::cast)
+                .withSnapshot(snapshotId.orElse(null)))
+        .apply(
+            "Assign Key to " + type.getSimpleName() + " " + diffrentiator,
+            MapElements.into(
+                    TypeDescriptors.kvs(
+                        TypeDescriptors.strings(), TypeDescriptor.of(Serializable.class)))
+                .via(obj -> KV.of(keyFunction.apply(obj), (Serializable) obj)));
+  }
+
+  // TODO(b/205988530): don't use beam serializablefunction, make one that extends Java's Function.
+  private static <R, I, T> SerializableFunction<R, T> compose(
+      SerializableFunction<R, I> f1, SerializableFunction<I, T> f2) {
+    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;
+
+    TypedClassifier(Iterable<Serializable> inputs) {
+      this.classifiedEntities =
+          Streams.stream(inputs)
+              .collect(ImmutableSetMultimap.toImmutableSetMultimap(Object::getClass, x -> x));
+    }
+
+    <T> ImmutableSet<T> getAllOf(Class<T> clazz) {
+      return classifiedEntities.get(clazz).stream()
+          .map(clazz::cast)
+          .collect(ImmutableSet.toImmutableSet());
+    }
+  }
+}

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/ValidateSqlUtils.java

@@ -0,0 +1,427 @@
+// 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 google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
+
+import com.google.common.base.Preconditions;
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableSet;
+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.EppResource;
+import google.registry.model.ImmutableObject;
+import google.registry.model.annotations.DeleteAfterMigration;
+import google.registry.model.billing.BillingEvent;
+import google.registry.model.contact.ContactBase;
+import google.registry.model.contact.ContactHistory;
+import google.registry.model.domain.DomainContent;
+import google.registry.model.domain.DomainHistory;
+import google.registry.model.eppcommon.AuthInfo;
+import google.registry.model.host.HostHistory;
+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 ValidateDatabasePipeline}. */
+@DeleteAfterMigration
+final class ValidateSqlUtils {
+
+  private ValidateSqlUtils() {}
+
+  private static final ImmutableSet<String> PROBER_CELLS = ImmutableSet.of("IQ", "LG", "TL");
+  private static final ImmutableSet<String> PROBER_TYPES =
+      ImmutableSet.of("ANYT", "ANYTES", "CANARY");
+
+  /**
+   * Query template for finding the median value of the {@code history_revision_id} column in one of
+   * the History tables.
+   *
+   * <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.
+   */
+  private static final String MEDIAN_ID_QUERY_TEMPLATE =
+      "SELECT history_revision_id FROM (                                                        "
+          + "  SELECT"
+          + "    ROW_NUMBER() OVER (ORDER BY history_revision_id ASC) AS rownumber,"
+          + "    history_revision_id"
+          + "  FROM \"%TABLE%\""
+          + ") AS foo\n"
+          + "WHERE rownumber in (select count(*) / 2 + 1 from \"%TABLE%\")";
+
+  static Optional<Long> getMedianIdForHistoryTable(String tableName) {
+    Preconditions.checkArgument(
+        tableName.endsWith("History"), "Table must be one of the History tables.");
+    String sqlText = MEDIAN_ID_QUERY_TEMPLATE.replace("%TABLE%", tableName);
+    List results =
+        jpaTm()
+            .transact(() -> jpaTm().getEntityManager().createNativeQuery(sqlText).getResultList());
+    verify(results.size() < 2, "MidPoint query should have at most one result.");
+    if (results.isEmpty()) {
+      return Optional.empty();
+    }
+    return Optional.of(((BigInteger) results.get(0)).longValue());
+  }
+
+  static TupleTag<SqlEntity> createSqlEntityTupleTag(Class<? extends SqlEntity> actualType) {
+    return new TupleTag<SqlEntity>(actualType.getSimpleName()) {};
+  }
+
+  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 final HashMap<String, Counter> duplicateEntityCounters = new HashMap<>();
+
+    private String getCounterKey(Class<?> clazz) {
+      return PollMessage.class.isAssignableFrom(clazz) ? "PollMessage" : clazz.getSimpleName();
+    }
+
+    private synchronized void ensureCounterExists(String counterKey) {
+      if (totalCounters.containsKey(counterKey)) {
+        return;
+      }
+      totalCounters.put(counterKey, Metrics.counter("CompareDB", "Total Compared: " + counterKey));
+      missingCounters.put(
+          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.
+     */
+    String unEqualEntityLog(String key, SqlEntity entry0, SqlEntity entry1) {
+      Map<String, Object> fields0 = ((ImmutableObject) entry0).toDiffableFieldMap();
+      Map<String, Object> fields1 = ((ImmutableObject) entry1).toDiffableFieldMap();
+      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, OutputReceiver<String> out) {
+      ImmutableList<SqlEntity> entities = ImmutableList.copyOf(kv.getValue());
+
+      verify(!entities.isEmpty(), "Can't happen: no value 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();
+        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;
+      }
+
+      try {
+        entity0 = normalizeEntity(entity0);
+        entity1 = normalizeEntity(entity1);
+      } catch (Exception e) {
+        badEntityCounters.get(counterKey).inc();
+        out.output(badEntitiesLog(kv.getKey(), entity0, entity1));
+        return;
+      }
+
+      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();
+        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);
+    }
+    if (sqlEntity instanceof HistoryEntry) {
+      return (SqlEntity) normalizeHistoryEntry((HistoryEntry) sqlEntity);
+    }
+    return sqlEntity;
+  }
+
+  /**
+   * Normalizes an {@link EppResource} instance for comparison.
+   *
+   * <p>This method may modify the input object using reflection instead of making a copy with
+   * {@code eppResource.asBuilder().build()}, because when {@code eppResource} is a {@link
+   * google.registry.model.domain.DomainBase}, the {@code build} method accesses the Database, which
+   * we want to avoid.
+   */
+  static SqlEntity normalizeEppResource(SqlEntity eppResource) {
+    try {
+      Field authField =
+          eppResource instanceof DomainContent
+              ? DomainContent.class.getDeclaredField("authInfo")
+              : eppResource instanceof ContactBase
+                  ? ContactBase.class.getDeclaredField("authInfo")
+                  : null;
+      if (authField != null) {
+        authField.setAccessible(true);
+        AuthInfo authInfo = (AuthInfo) authField.get(eppResource);
+        // When AuthInfo is missing, the authInfo field is null if the object is loaded from
+        // Datastore, or a PasswordAuth with null properties if loaded from SQL. In the second case
+        // we set the authInfo field to null.
+        if (authInfo != null
+            && authInfo.getPw() != null
+            && authInfo.getPw().getRepoId() == null
+            && authInfo.getPw().getValue() == null) {
+          authField.set(eppResource, null);
+        }
+      }
+
+      Field field = EppResource.class.getDeclaredField("revisions");
+      field.setAccessible(true);
+      field.set(eppResource, null);
+      return eppResource;
+    } catch (Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  /**
+   * Normalizes a {@link HistoryEntry} for comparison.
+   *
+   * <p>This method modifies the input using reflection because relevant builder methods performs
+   * unwanted checks and changes.
+   */
+  static HistoryEntry normalizeHistoryEntry(HistoryEntry historyEntry) {
+    // History objects from Datastore do not have details of their EppResource objects
+    // (domainContent, contactBase, hostBase).
+    try {
+      if (historyEntry instanceof DomainHistory) {
+        Field domainContent = DomainHistory.class.getDeclaredField("domainContent");
+        domainContent.setAccessible(true);
+        domainContent.set(historyEntry, null);
+        // Convert empty domainTransactionRecords to null for comparison.
+        Field domainTransactionRecords =
+            HistoryEntry.class.getDeclaredField("domainTransactionRecords");
+        domainTransactionRecords.setAccessible(true);
+        Set<?> domainTransactionRecordsValue = (Set<?>) domainTransactionRecords.get(historyEntry);
+        if (domainTransactionRecordsValue != null && domainTransactionRecordsValue.isEmpty()) {
+          domainTransactionRecords.set(historyEntry, null);
+        }
+        // DomainHistory in Datastore does not have the following properties either:
+        Field nsHosts = DomainHistory.class.getDeclaredField("nsHosts");
+        nsHosts.setAccessible(true);
+        nsHosts.set(historyEntry, null);
+        Field dsDataHistories = DomainHistory.class.getDeclaredField("dsDataHistories");
+        dsDataHistories.setAccessible(true);
+        dsDataHistories.set(historyEntry, null);
+        Field gracePeriodHistories = DomainHistory.class.getDeclaredField("gracePeriodHistories");
+        gracePeriodHistories.setAccessible(true);
+        gracePeriodHistories.set(historyEntry, null);
+      } else if (historyEntry instanceof ContactHistory) {
+        Field contactBase = ContactHistory.class.getDeclaredField("contactBase");
+        contactBase.setAccessible(true);
+        contactBase.set(historyEntry, null);
+      } else if (historyEntry instanceof HostHistory) {
+        Field hostBase = HostHistory.class.getDeclaredField("hostBase");
+        hostBase.setAccessible(true);
+        hostBase.set(historyEntry, null);
+      }
+      return historyEntry;
+    } catch (Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  /**
+   * Returns {@code true} if {@code entity} is created by the prober and needs special treatment.
+   *
+   * <p>{@link EppResource} entities created by the prober are deleted by a cron job that bypasses
+   * the CommitLog mechanism. As a result, their deletions are not propagated to SQL, creating two
+   * types of mismatches: an entity exists in both databases but differs in lastUpdateTime and
+   * deletionTime; an entity only exists in the SQL database.
+   *
+   * <p>In production, there are few placeholder {@link Registrar registrars} that do not exist in
+   * Datastore. They were manually created to in SQL to solve a one-time problem (see b/187946868
+   * for details). They can be ignored in the database comparison.
+   */
+  static boolean isSpecialCaseProberEntity(Object entity) {
+    if (entity instanceof EppResource) {
+      EppResource host = (EppResource) entity;
+      if (host.getPersistedCurrentSponsorRegistrarId().startsWith("prober-")) {
+        return true;
+      }
+    }
+    if (entity instanceof HistoryEntry) {
+      HistoryEntry historyEntry = (HistoryEntry) entity;
+      if (historyEntry.getRegistrarId().startsWith("prober-")) {
+        // Not all prober entities have "prober-" as registrar prefix.
+        return true;
+      }
+      if (Objects.equals(historyEntry.getReason(), "Deletion of prober data")) {
+        // Soft-delete event in Datastore that is not propagated to SQL.
+        return true;
+      }
+    }
+    if (entity instanceof DomainHistory) {
+      DomainHistory domainHistory = (DomainHistory) entity;
+      if (domainHistory.getDomainContent().isPresent()
+          && domainHistory.getDomainContent().get().getDomainName().startsWith("prober-")) {
+        // Asynchronously replicated event in SQL.
+        return true;
+      }
+      if (domainHistory.getDomainRepoId() != null) {
+        // Some synthetic events only have domainRepoId.
+        String repoId = domainHistory.getDomainRepoId();
+        if (Transforms.IGNORED_DOMAINS.contains(repoId)) {
+          return true;
+        }
+        String suffix = repoId.substring(repoId.indexOf('-') + 1);
+        String cell = suffix.substring(0, 2);
+        suffix = suffix.substring(2);
+        if (PROBER_CELLS.contains(cell) && PROBER_TYPES.contains(suffix)) {
+          return true;
+        }
+      }
+    }
+    if (entity instanceof ContactHistory) {
+      if (Transforms.IGNORED_CONTACTS.contains(((ContactHistory) entity).getContactRepoId())) {
+        return true;
+      }
+    }
+    if (entity instanceof HostHistory) {
+      if (Transforms.IGNORED_HOSTS.contains(((HostHistory) entity).getHostRepoId())) {
+        return true;
+      }
+    }
+    if (entity instanceof BillingEvent) {
+      BillingEvent event = (BillingEvent) entity;
+      if (event.getRegistrarId().startsWith("prober-")) {
+        return true;
+      }
+    }
+    if (entity instanceof PollMessage) {
+      if (((PollMessage) entity).getRegistrarId().startsWith("prober-")) {
+        return true;
+      }
+    }
+    if (RegistryEnvironment.get().equals(RegistryEnvironment.PRODUCTION)
+        && entity instanceof Registrar) {
+      Registrar registrar = (Registrar) entity;
+      if (registrar.getRegistrarId().startsWith("prober-wj-")) {
+        return true;
+      }
+    }
+    return false;
+  }
+}

core/src/main/java/google/registry/beam/datastore/BulkDeleteDatastorePipeline.java

@@ -25,6 +25,8 @@ import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.ImmutableSortedSet;
 import com.google.common.flogger.FluentLogger;
 import com.google.datastore.v1.Entity;
+import google.registry.config.RegistryEnvironment;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.util.Iterator;
 import java.util.Map;
 import org.apache.beam.sdk.Pipeline;
@@ -78,6 +80,7 @@ import org.apache.beam.sdk.values.TupleTagList;
  * types in the Datastore using the {@code --numOfKindsHint} argument. If the default value for this
  * parameter is too low, performance will suffer.
  */
+@DeleteAfterMigration
 public class BulkDeleteDatastorePipeline {
   private static final FluentLogger logger = FluentLogger.forEnclosingClass();
 
@@ -308,6 +311,11 @@ public class BulkDeleteDatastorePipeline {
 
   public interface BulkDeletePipelineOptions extends GcpOptions {
 
+    @Description("The Registry environment.")
+    RegistryEnvironment getRegistryEnvironment();
+
+    void setRegistryEnvironment(RegistryEnvironment environment);
+
     @Description(
         "The Datastore KINDs to be deleted. The format may be:\n"
             + "\t- The list of kinds to be deleted as a comma-separated string, or\n"

core/src/main/java/google/registry/beam/datastore/DatastoreV1.java

@@ -53,6 +53,7 @@ import com.google.datastore.v1.client.DatastoreOptions;
 import com.google.datastore.v1.client.QuerySplitter;
 import com.google.protobuf.Int32Value;
 import com.google.rpc.Code;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.io.Serializable;
 import java.util.List;
 import java.util.NoSuchElementException;
@@ -80,6 +81,7 @@ import org.joda.time.Duration;
  * Contains an adaptation of {@link org.apache.beam.sdk.io.gcp.datastore.DatastoreV1.Read}. See
  * {@link MultiRead} for details.
  */
+@DeleteAfterMigration
 public class DatastoreV1 {
 
   // A package-private constructor to prevent direct instantiation from outside of this package
@@ -169,14 +171,15 @@ public class DatastoreV1 {
       int numSplits;
       try {
         long estimatedSizeBytes = getEstimatedSizeBytes(datastore, query, namespace);
-        logger.atInfo().log("Estimated size bytes for the query is: %s", estimatedSizeBytes);
+        logger.atInfo().log("Estimated size for the query is %d bytes.", estimatedSizeBytes);
         numSplits =
             (int)
                 Math.min(
                     NUM_QUERY_SPLITS_MAX,
                     Math.round(((double) estimatedSizeBytes) / DEFAULT_BUNDLE_SIZE_BYTES));
       } catch (Exception e) {
-        logger.atWarning().log("Failed the fetch estimatedSizeBytes for query: %s", query, e);
+        logger.atWarning().withCause(e).log(
+            "Failed the fetch estimatedSizeBytes for query: %s", query);
         // Fallback in case estimated size is unavailable.
         numSplits = NUM_QUERY_SPLITS_MIN;
       }
@@ -215,7 +218,7 @@ public class DatastoreV1 {
     private static Entity getLatestTableStats(
         String ourKind, @Nullable String namespace, Datastore datastore) throws DatastoreException {
       long latestTimestamp = queryLatestStatisticsTimestamp(datastore, namespace);
-      logger.atInfo().log("Latest stats timestamp for kind %s is %s", ourKind, latestTimestamp);
+      logger.atInfo().log("Latest stats timestamp for kind %s is %s.", ourKind, latestTimestamp);
 
       Query.Builder queryBuilder = Query.newBuilder();
       if (Strings.isNullOrEmpty(namespace)) {
@@ -234,7 +237,7 @@ public class DatastoreV1 {
       long now = System.currentTimeMillis();
       RunQueryResponse response = datastore.runQuery(request);
       logger.atFine().log(
-          "Query for per-kind statistics took %sms", System.currentTimeMillis() - now);
+          "Query for per-kind statistics took %d ms.", System.currentTimeMillis() - now);
 
       QueryResultBatch batch = response.getBatch();
       if (batch.getEntityResultsCount() == 0) {
@@ -330,7 +333,7 @@ public class DatastoreV1 {
           logger.atWarning().log(
               "Failed to translate Gql query '%s': %s", gqlQueryWithZeroLimit, e.getMessage());
           logger.atWarning().log(
-              "User query might have a limit already set, so trying without zero limit");
+              "User query might have a limit already set, so trying without zero limit.");
           // Retry without the zero limit.
           return translateGqlQuery(gql, datastore, namespace);
         } else {
@@ -514,10 +517,10 @@ public class DatastoreV1 {
       @ProcessElement
       public void processElement(ProcessContext c) throws Exception {
         String gqlQuery = c.element();
-        logger.atInfo().log("User query: '%s'", gqlQuery);
+        logger.atInfo().log("User query: '%s'.", gqlQuery);
         Query query =
             translateGqlQueryWithLimitCheck(gqlQuery, datastore, v1Options.getNamespace());
-        logger.atInfo().log("User gql query translated to Query(%s)", query);
+        logger.atInfo().log("User gql query translated to Query(%s).", query);
         c.output(query);
       }
     }
@@ -573,7 +576,7 @@ public class DatastoreV1 {
           estimatedNumSplits = numSplits;
         }
 
-        logger.atInfo().log("Splitting the query into %s splits", estimatedNumSplits);
+        logger.atInfo().log("Splitting the query into %d splits.", estimatedNumSplits);
         List<Query> querySplits;
         try {
           querySplits =
@@ -647,7 +650,7 @@ public class DatastoreV1 {
               throw exception;
             }
             if (!BackOffUtils.next(sleeper, backoff)) {
-              logger.atSevere().log("Aborting after %s retries.", MAX_RETRIES);
+              logger.atSevere().log("Aborting after %d retries.", MAX_RETRIES);
               throw exception;
             }
           }

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

@@ -21,12 +21,14 @@ import static com.google.common.base.Strings.isNullOrEmpty;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Streams;
+import google.registry.model.annotations.DeleteAfterMigration;
 import org.joda.time.DateTime;
 
 /**
  * Helpers for determining the fully qualified paths to Nomulus backup files. A backup consists of a
  * Datastore export and Nomulus CommitLogs that overlap with the export.
  */
+@DeleteAfterMigration
 public final class BackupPaths {
 
   private BackupPaths() {}

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

@@ -18,9 +18,11 @@ import static com.google.common.base.Preconditions.checkArgument;
 import static com.google.common.base.Preconditions.checkNotNull;
 
 import com.google.appengine.api.datastore.Entity;
+import google.registry.model.annotations.DeleteAfterMigration;
 import java.util.Objects;
 
 /** Helper for manipulating {@code DomainBase} when migrating from Datastore to SQL database */
+@DeleteAfterMigration
 final class DomainBaseUtil {
 
   private DomainBaseUtil() {}

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

@@ -20,11 +20,12 @@ import com.google.common.annotations.VisibleForTesting;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.googlecode.objectify.Key;
-import google.registry.backup.AppEngineEnvironment;
 import google.registry.backup.VersionedEntity;
 import google.registry.beam.common.RegistryJpaIO;
 import google.registry.beam.initsql.Transforms.RemoveDomainBaseForeignKeys;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.billing.BillingEvent;
+import google.registry.model.common.Cursor;
 import google.registry.model.contact.ContactResource;
 import google.registry.model.domain.DomainBase;
 import google.registry.model.domain.token.AllocationToken;
@@ -62,6 +63,7 @@ import org.joda.time.DateTime;
  * <ol>
  *   <li>{@link Registry}: Assumes that {@code PremiumList} and {@code ReservedList} have been set
  *       up in the SQL database.
+ *   <li>{@link Cursor}: Logically can depend on {@code Registry}, but without foreign key.
  *   <li>{@link Registrar}: Logically depends on {@code Registry}, Foreign key not modeled yet.
  *   <li>{@link ContactResource}: references {@code Registrar}
  *   <li>{@link RegistrarContact}: references {@code Registrar}.
@@ -93,6 +95,7 @@ import org.joda.time.DateTime;
  * may start writing {@code DomainBase} entities before all {@code Registry}, {@code Registrar} and
  * {@code ContactResource} entities have been persisted.
  */
+@DeleteAfterMigration
 public class InitSqlPipeline implements Serializable {
 
   /**
@@ -101,7 +104,11 @@ public class InitSqlPipeline implements Serializable {
    */
   private static final ImmutableList<Class<?>> PHASE_ONE_ORDERED =
       ImmutableList.of(
-          Registry.class, Registrar.class, ContactResource.class, RegistrarContact.class);
+          Registry.class,
+          Cursor.class,
+          Registrar.class,
+          ContactResource.class,
+          RegistrarContact.class);
 
   /**
    * Datastore kinds to be written to the SQL database after the cleansed version of {@link
@@ -151,7 +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);
@@ -219,13 +226,12 @@ public class InitSqlPipeline implements Serializable {
             .withName(transformId)
             .withBatchSize(options.getSqlWriteBatchSize())
             .withShards(options.getSqlWriteShards())
-            .withJpaConverter(Transforms::convertVersionedEntityToSqlEntity));
+            .withJpaConverter(Transforms::convertVersionedEntityToSqlEntity)
+            .disableUpdateAutoTimestamp());
   }
 
   private static ImmutableList<String> toKindStrings(Collection<Class<?>> entityClasses) {
-    try (AppEngineEnvironment env = new AppEngineEnvironment()) {
-      return entityClasses.stream().map(Key::getKind).collect(ImmutableList.toImmutableList());
-    }
+    return entityClasses.stream().map(Key::getKind).collect(ImmutableList.toImmutableList());
   }
 
   public static void main(String[] args) {

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

@@ -15,10 +15,12 @@
 package google.registry.beam.initsql;
 
 import google.registry.beam.common.RegistryPipelineOptions;
+import google.registry.model.annotations.DeleteAfterMigration;
 import org.apache.beam.sdk.options.Description;
 import org.apache.beam.sdk.options.Validation;
 
 /** Pipeline options for {@link InitSqlPipeline} */
+@DeleteAfterMigration
 public interface InitSqlPipelineOptions extends RegistryPipelineOptions {
 
   @Description("The root directory of the export to load.")

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

@@ -22,6 +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.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;
@@ -36,6 +37,7 @@ import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Streams;
 import google.registry.backup.CommitLogImports;
 import google.registry.backup.VersionedEntity;
+import google.registry.model.annotations.DeleteAfterMigration;
 import google.registry.model.billing.BillingEvent.Flag;
 import google.registry.model.billing.BillingEvent.Reason;
 import google.registry.model.domain.DomainBase;
@@ -79,6 +81,7 @@ import org.joda.time.DateTime;
  * {@link PTransform Pipeline transforms} used in pipelines that load from both Datastore export
  * files and Nomulus CommitLog files.
  */
+@DeleteAfterMigration
 public final class Transforms {
 
   private Transforms() {}
@@ -100,8 +103,9 @@ public final class Transforms {
   }
 
   /**
-   * Composite {@link PTransform transform} that loads the Datastore snapshot at {@code
-   * commitLogToTime} for caller specified {@code kinds}.
+   * Composite {@link PTransform transform} that loads the Datastore snapshot right before {@code
+   * commitLogToTime} for caller specified {@code kinds}. The resulting snapshot has all changes
+   * that happened before {@code commitLogToTime}, and none at or after {@code commitLogToTime}.
    *
    * <p>Caller must provide the location of a Datastore export that started AFTER {@code
    * commitLogFromTime} and completed BEFORE {@code commitLogToTime}, as well as the root directory
@@ -259,16 +263,19 @@ public final class Transforms {
                     .iterator()));
   }
 
-  // Production data repair configs go below. See b/185954992.
+  // Production data repair configs go below. See b/185954992. Note that the CommitLog replay
+  // process does not filter out the ignored entities listed below, a mistake that we do not fix
+  // for operational convenience. Instead, the Database comparison tool will filter them out. See
+  // ValidateSqlUtils.java for more information.
 
-  // Prober domains in bad state, without associated contacts, hosts, billings, and history.
-  // They can be safely ignored.
-  private static final ImmutableSet<String> IGNORED_DOMAINS =
+  // Prober domains in bad state, without associated contacts, hosts, billings, and non-synthesized
+  // history. They can be safely ignored.
+  public static final ImmutableSet<String> IGNORED_DOMAINS =
       ImmutableSet.of("6AF6D2-IQCANT", "2-IQANYT");
 
   // Prober hosts referencing phantom registrars. They and their associated history entries can be
   // safely ignored.
-  private static final ImmutableSet<String> IGNORED_HOSTS =
+  public static final ImmutableSet<String> IGNORED_HOSTS =
       ImmutableSet.of(
           "4E21_WJ0TEST-GOOGLE",
           "4E21_WJ1TEST-GOOGLE",
@@ -277,7 +284,7 @@ public final class Transforms {
 
   // Prober contacts referencing phantom registrars. They and their associated history entries can
   // be safely ignored.
-  private static final ImmutableSet IGNORED_CONTACTS =
+  public static final ImmutableSet<String> IGNORED_CONTACTS =
       ImmutableSet.of(
           "1_WJ0TEST-GOOGLE", "1_WJ1TEST-GOOGLE", "1_WJ2TEST-GOOGLE", "1_WJ3TEST-GOOGLE");
 
@@ -298,7 +305,14 @@ public final class Transforms {
       return !IGNORED_HOSTS.contains(roid);
     }
     if (entity.getKind().equals("HistoryEntry")) {
-      // Remove production bad data: History of the contacts to be ignored:
+      // DOMAIN_APPLICATION_CREATE is deprecated type and should not be migrated.
+      // The Enum name DOMAIN_APPLICATION_CREATE no longer exists in Java and cannot
+      // be deserialized.
+      if (Objects.equals(entity.getProperty("type"), "DOMAIN_APPLICATION_CREATE")) {
+        return false;
+      }
+
+      // Remove production bad data: Histories of ignored EPP resources:
       com.google.appengine.api.datastore.Key parentKey = entity.getKey().getParent();
       if (parentKey.getKind().equals("ContactResource")) {
         String contactRoid = parentKey.getName();
@@ -308,19 +322,16 @@ public final class Transforms {
         String hostRoid = parentKey.getName();
         return !IGNORED_HOSTS.contains(hostRoid);
       }
-    }
-    // End of production-specific checks.
-
-    if (entity.getKind().equals("HistoryEntry")) {
-      // DOMAIN_APPLICATION_CREATE is deprecated type and should not be migrated.
-      // The Enum name DOMAIN_APPLICATION_CREATE no longer exists in Java and cannot
-      // be deserialized.
-      return !Objects.equals(entity.getProperty("type"), "DOMAIN_APPLICATION_CREATE");
+      if (parentKey.getKind().equals("DomainBase")) {
+        String domainRoid = parentKey.getName();
+        return !IGNORED_DOMAINS.contains(domainRoid);
+      }
     }
     return true;
   }
 
-  private static Entity repairBadData(Entity entity) {
+  @VisibleForTesting
+  static Entity repairBadData(Entity entity) {
     if (entity.getKind().equals("Cancellation")
         && Objects.equals(entity.getProperty("reason"), "AUTO_RENEW")) {
       // AUTO_RENEW has been moved from 'reason' to flags. Change reason to RENEW and add the
@@ -328,6 +339,15 @@ public final class Transforms {
       // instead of append. See b/185954992.
       entity.setUnindexedProperty("reason", Reason.RENEW.name());
       entity.setUnindexedProperty("flags", ImmutableList.of(Flag.AUTO_RENEW.name()));
+    } else if (entity.getKind().equals("DomainBase")) {
+      // Canonicalize old domain/host names from 2016 and earlier before we were enforcing this.
+      entity.setIndexedProperty(
+          "fullyQualifiedDomainName",
+          canonicalizeHostname((String) entity.getProperty("fullyQualifiedDomainName")));
+    } else if (entity.getKind().equals("HostResource")) {
+      entity.setIndexedProperty(
+          "fullyQualifiedHostName",
+          canonicalizeHostname((String) entity.getProperty("fullyQualifiedHostName")));
     }
     return entity;
   }
@@ -348,7 +368,7 @@ public final class Transforms {
    *     to make Optional work with BEAM)
    */
   @Nullable
-  public static Object convertVersionedEntityToSqlEntity(VersionedEntity dsEntity) {
+  public static SqlEntity convertVersionedEntityToSqlEntity(VersionedEntity dsEntity) {
     return dsEntity
         .getEntity()
         .filter(Transforms::isMigratable)
@@ -365,7 +385,8 @@ public final class Transforms {
    * Returns a {@link PTransform} that produces a {@link PCollection} containing all elements in the
    * given {@link Iterable}.
    */
-  static PTransform<PBegin, PCollection<String>> toStringPCollection(Iterable<String> strings) {
+  private static PTransform<PBegin, PCollection<String>> toStringPCollection(
+      Iterable<String> strings) {
     return Create.of(strings).withCoder(StringUtf8Coder.of());
   }
 
@@ -373,7 +394,7 @@ public final class Transforms {
    * Returns a {@link PTransform} from file {@link Metadata} to {@link VersionedEntity} using
    * caller-provided {@code transformer}.
    */
-  static PTransform<PCollection<Metadata>, PCollection<VersionedEntity>> processFiles(
+  private static PTransform<PCollection<Metadata>, PCollection<VersionedEntity>> processFiles(
       DoFn<ReadableFile, VersionedEntity> transformer) {
     return new PTransform<PCollection<Metadata>, PCollection<VersionedEntity>>() {
       @Override
@@ -389,7 +410,7 @@ public final class Transforms {
     private final DateTime fromTime;
     private final DateTime toTime;
 
-    public FilterCommitLogFileByTime(DateTime fromTime, DateTime toTime) {
+    FilterCommitLogFileByTime(DateTime fromTime, DateTime toTime) {
       checkNotNull(fromTime, "fromTime");
       checkNotNull(toTime, "toTime");
       checkArgument(