java.lang.VerifyError: Operand stack overflow for google-ads API and SBT - scala

Question

I am trying to migrate from Google-AdWords to google-ads-v10 API in spark 3.1.1 in EMR.
I am facing some dependency issues due to conflicts with existing jars.
Initially, we were facing a dependency related to Protobuf jar:
Exception in thread "grpc-default-executor-0" java.lang.IllegalAccessError: tried to access field com.google.protobuf.AbstractMessage.memoizedSize from class com.google.ads.googleads.v10.services.SearchGoogleAdsRequest
at com.google.ads.googleads.v10.services.SearchGoogleAdsRequest.getSerializedSize(SearchGoogleAdsRequest.java:394)
at io.grpc.protobuf.lite.ProtoInputStream.available(ProtoInputStream.java:108)
In order to resolve this, tried to shade the Protobuf jar and have a uber-jar instead. After the shading, running my project locally in IntelliJ works fine, But when trying to run an executable jar I created I get the following error:
Exception in thread "main" io.grpc.ManagedChannelProvider$ProviderNotFoundException: No functional channel service provider found. Try adding a dependency on the grpc-okhttp, grpc-netty, or grpc-netty-shaded artifact
I tried adding all those libraries in --spark.jars.packages but it didn't help.
java.lang.VerifyError: Operand stack overflow
Exception Details:
Location:
io/grpc/internal/TransportTracer.getStats()Lio/grpc/InternalChannelz$TransportStats; ...
...
...
at io.grpc.netty.shaded.io.grpc.netty.NettyChannelBuilder.<init>(NettyChannelBuilder.java:96)
at io.grpc.netty.shaded.io.grpc.netty.NettyChannelBuilder.forTarget(NettyChannelBuilder.java:169)
at io.grpc.netty.shaded.io.grpc.netty.NettyChannelBuilder.forAddress(NettyChannelBuilder.java:152)
at io.grpc.netty.shaded.io.grpc.netty.NettyChannelProvider.builderForAddress(NettyChannelProvider.java:38)
at io.grpc.netty.shaded.io.grpc.netty.NettyChannelProvider.builderForAddress(NettyChannelProvider.java:24)
at io.grpc.ManagedChannelBuilder.forAddress(ManagedChannelBuilder.java:39)
at com.google.api.gax.grpc.InstantiatingGrpcChannelProvider.createSingleChannel(InstantiatingGrpcChannelProvider.java:348)
Has anyone ever encountered such an issue?
Build.sbt
lazy val dependencies = new {
val sparkRedshift = "io.github.spark-redshift-community" %% "spark-redshift" % "5.0.3" % "provided" excludeAll (ExclusionRule(organization = "com.amazonaws"))
val jsonSimple = "com.googlecode.json-simple" % "json-simple" % "1.1" % "provided"
val googleAdsLib = "com.google.api-ads" % "google-ads" % "17.0.1"
val jedis = "redis.clients" % "jedis" % "3.0.1" % "provided"
val sparkAvro = "org.apache.spark" %% "spark-avro" % sparkVersion % "provided"
val queryBuilder = "com.itfsw" % "QueryBuilder" % "1.0.4" % "provided" excludeAll (ExclusionRule(organization = "com.fasterxml.jackson.core"))
val protobufForGoogleAds = "com.google.protobuf" % "protobuf-java" % "3.18.1"
val guavaForGoogleAds = "com.google.guava" % "guava" % "31.1-jre"
}
libraryDependencies ++= Seq(
dependencies.sparkRedshift, dependencies.jsonSimple, dependencies.googleAdsLib,dependencies.guavaForGoogleAds,dependencies.protobufForGoogleAds
,dependencies.jedis, dependencies.sparkAvro,
dependencies.queryBuilder
)
dependencyOverrides ++= Set(
dependencies.guavaForGoogleAds
)
assemblyShadeRules in assembly := Seq(
ShadeRule.rename("com.google.protobuf.**" -> "repackaged.protobuf.#1").inAll
)
assemblyMergeStrategy in assembly := {
case PathList("META-INF", xs#_*) => MergeStrategy.discard
case PathList("module-info.class", xs#_*) => MergeStrategy.discard
case x => MergeStrategy.first
}

Answer 1

I had a similar issue and I changed the assembly merge strategy to this:
assemblyMergeStrategy in assembly := {
case x if x.contains("io.netty.versions.properties") => MergeStrategy.discard
case x =>
val oldStrategy = (assemblyMergeStrategy in assembly).value
oldStrategy(x)
}

Answer 2

Solved this by using the google-ads-shadowjar as an external jar rather than having a dependency on google-ads library. This solves the problem of having to deal with dependencies manually but makes your jar size bigger.