(search) Disable scribe.rip substitution

It does not appear to work well

ROADMAP.md

@@ -48,10 +48,6 @@ filter for any API consumer.
 
 I've talked to the stract dev and he does not think it's a good idea to mimic their optics language, which is quite ad-hoc, but instead to work together to find some new common description language for this. 
 
-## Show favicons next to search results
-
-This is expected from search engines.  Basic proof of concept sketch of fetching this data has been done, but the feature is some way from being reality. 
-
 ## Specialized crawler for github
 
 One of the search engine's biggest limitations right now is that it does not index github at all.   A specialized crawler that fetches at least the readme.md would go a long way toward providing search capabilities in this domain.
@@ -66,6 +62,10 @@ The documents database probably should have some sort of flag indicating it's a
 PDF parsing is known to be a bit of a security liability so some thought needs to be put in
 that direction as well.
 
+## Show favicons next to search results (COMPLETED 2025-03)
+
+This is expected from search engines.  Basic proof of concept sketch of fetching this data has been done, but the feature is some way from being reality.
+
 ## Web Design Overhaul (COMPLETED 2025-01)
 
 The design is kinda clunky and hard to maintain, and needlessly outdated-looking.  

code/common/model/java/nu/marginalia/model/crawl/HtmlFeature.java

@@ -5,13 +5,15 @@ import java.util.Collection;
 public enum HtmlFeature {
     // Note, the first 32 of these features are bit encoded in the database
     // so be sure to keep anything that's potentially important toward the top
-    // of the list
+    // of the list; but adding new values will shift the encoded values and break
+    // binary compatibility!  Scroll down for a marker where you should add new values
+    // if they need to be accessible from IndexResultScoreCalculator!
 
     MEDIA( "special:media"),
     JS("special:scripts"),
     AFFILIATE_LINK( "special:affiliate"),
     TRACKING("special:tracking"),
-    TRACKING_ADTECH("special:ads"), // We'll call this ads for now
+    TRACKING_ADTECH("special:adtech"),
 
     KEBAB_CASE_URL("special:kcurl"), // https://www.example.com/urls-that-look-like-this/
     LONG_URL("special:longurl"),
@@ -30,6 +32,15 @@ public enum HtmlFeature {
 
     PDF("format:pdf"),
 
+    POPOVER("special:popover"),
+    CONSENT("special:consent"),
+    SHORT_DOCUMENT("special:shorty"),
+    THIRD_PARTY_REQUESTS("special:3pr"),
+
+    // Here!  It is generally safe to add additional values here without
+    // disrupting the encoded values used by the DocumentValuator
+    // class in the index!
+
     /** For fingerprinting and ranking */
     OPENGRAPH("special:opengraph"),
     OPENGRAPH_IMAGE("special:opengraph:image"),
@@ -67,6 +78,7 @@ public enum HtmlFeature {
 
     S3_FEATURE("special:s3"),
 
+    MISSING_DOM_SAMPLE("special:nosample"),
     UNKNOWN("special:uncategorized");
 
 

code/common/service/java/nu/marginalia/service/ServiceId.java

@@ -7,7 +7,6 @@ public enum ServiceId {
     Search("search-service"),
     Index("index-service"),
     Query("query-service"),
-    Executor("executor-service"),
 
     Control("control-service"),
 

code/common/service/java/nu/marginalia/service/client/GrpcChannelPoolFactory.java

@@ -13,6 +13,7 @@ import nu.marginalia.service.discovery.property.ServicePartition;
 import nu.marginalia.util.NamedExecutorFactory;
 
 import java.util.concurrent.Executor;
+import java.util.concurrent.Executors;
 import java.util.function.Function;
 
 @Singleton
@@ -20,10 +21,15 @@ public class GrpcChannelPoolFactory {
 
     private final NodeConfigurationWatcher nodeConfigurationWatcher;
     private final ServiceRegistryIf serviceRegistryIf;
-    private static final Executor executor = NamedExecutorFactory.createFixed("gRPC-Channel-Pool",
-            Math.clamp(Runtime.getRuntime().availableProcessors() / 2, 2, 32));
-    private static final Executor offloadExecutor = NamedExecutorFactory.createFixed("gRPC-Offload-Pool",
-            Math.clamp(Runtime.getRuntime().availableProcessors() / 2, 2, 32));
+
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+
+    private static final Executor executor = useLoom
+            ? Executors.newVirtualThreadPerTaskExecutor()
+            : NamedExecutorFactory.createFixed("gRPC-Channel-Pool", Math.clamp(Runtime.getRuntime().availableProcessors() / 2, 2, 32));
+    private static final Executor offloadExecutor =  useLoom
+            ? Executors.newVirtualThreadPerTaskExecutor()
+            : NamedExecutorFactory.createFixed("gRPC-Offload-Pool", Math.clamp(Runtime.getRuntime().availableProcessors() / 2, 2, 32));
 
     @Inject
     public GrpcChannelPoolFactory(NodeConfigurationWatcher nodeConfigurationWatcher,

code/common/service/java/nu/marginalia/service/client/GrpcSingleNodeChannelPool.java

@@ -2,6 +2,7 @@ package nu.marginalia.service.client;
 
 import com.google.common.collect.Sets;
 import io.grpc.ManagedChannel;
+import io.grpc.StatusRuntimeException;
 import nu.marginalia.service.discovery.ServiceRegistryIf;
 import nu.marginalia.service.discovery.monitor.ServiceChangeMonitor;
 import nu.marginalia.service.discovery.property.PartitionTraits;
@@ -206,6 +207,11 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
         }
 
         for (var e : exceptions) {
+            if (e instanceof StatusRuntimeException se) {
+                throw se; // Re-throw SRE as-is
+            }
+
+            // If there are other exceptions, log them
             logger.error(grpcMarker, "Failed to call service {}", serviceKey, e);
         }
 

code/common/service/java/nu/marginalia/service/server/GrpcServer.java

@@ -1,9 +1,9 @@
 package nu.marginalia.service.server;
 
 import io.grpc.Server;
-import io.grpc.netty.shaded.io.grpc.netty.NettyServerBuilder;
-import io.grpc.netty.shaded.io.netty.channel.nio.NioEventLoopGroup;
-import io.grpc.netty.shaded.io.netty.channel.socket.nio.NioServerSocketChannel;
+import io.grpc.netty.NettyServerBuilder;
+import io.netty.channel.nio.NioEventLoopGroup;
+import io.netty.channel.socket.nio.NioServerSocketChannel;
 import nu.marginalia.service.discovery.ServiceRegistryIf;
 import nu.marginalia.service.discovery.property.ServiceKey;
 import nu.marginalia.service.discovery.property.ServicePartition;
@@ -13,9 +13,14 @@ import nu.marginalia.util.NamedExecutorFactory;
 import java.io.IOException;
 import java.net.InetSocketAddress;
 import java.util.List;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
 
 public class GrpcServer {
     private final Server server;
+
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+
     public GrpcServer(ServiceConfiguration config,
                       ServiceRegistryIf serviceRegistry,
                       ServicePartition partition,
@@ -26,13 +31,19 @@ public class GrpcServer {
         int nThreads = Math.clamp(Runtime.getRuntime().availableProcessors() / 2, 2, 16);
 
         // Start the gRPC server
+
+        ExecutorService workExecutor = useLoom ?
+                Executors.newVirtualThreadPerTaskExecutor() :
+                NamedExecutorFactory.createFixed("nettyExecutor", nThreads);
+
         var grpcServerBuilder = NettyServerBuilder.forAddress(new InetSocketAddress(config.bindAddress(), port))
-                .executor(NamedExecutorFactory.createFixed("nettyExecutor", nThreads))
+                .executor(workExecutor)
                 .workerEventLoopGroup(new NioEventLoopGroup(nThreads, NamedExecutorFactory.createFixed("Worker-ELG", nThreads)))
                 .bossEventLoopGroup(new NioEventLoopGroup(nThreads, NamedExecutorFactory.createFixed("Boss-ELG", nThreads)))
                 .channelType(NioServerSocketChannel.class);
 
         for (var grpcService : grpcServices) {
+
             if (!grpcService.shouldRegisterService()) {
                 continue;
             }

code/common/service/java/nu/marginalia/service/server/JoobyService.java

@@ -125,8 +125,7 @@ public class JoobyService {
         // Set a cap on the number of worker threads, as Jooby's default value does not seem to consider
         // multi-tenant servers with high thread counts, and spins up an exorbitant number of threads in that
         // scenario
-        options.setWorkerThreads(Math.min(128, options.getWorkerThreads()));
-
+        options.setWorkerThreads(Math.min(16, options.getWorkerThreads()));
 
         jooby.setServerOptions(options);
 

code/execution/api/java/nu/marginalia/executor/client/ExecutorClient.java

@@ -189,7 +189,7 @@ public class ExecutorClient {
         String uriPath = "/transfer/file/" + fileStorage.id();
         String uriQuery = "path=" + URLEncoder.encode(path, StandardCharsets.UTF_8);
 
-        var endpoints = registry.getEndpoints(ServiceKey.forRest(ServiceId.Executor, fileStorage.node()));
+        var endpoints = registry.getEndpoints(ServiceKey.forRest(ServiceId.Index, fileStorage.node()));
         if (endpoints.isEmpty()) {
             throw new RuntimeException("No endpoints for node " + fileStorage.node());
         }

code/execution/java/nu/marginalia/actor/proc/ScrapeFeedsActor.java

@@ -47,6 +47,8 @@ public class ScrapeFeedsActor extends RecordActorPrototype {
 
     private final Path feedPath = WmsaHome.getHomePath().resolve("data/scrape-urls.txt");
 
+    private static boolean insertFoundDomains = Boolean.getBoolean("loader.insertFoundDomains");
+
     public record Initial() implements ActorStep {}
     @Resume(behavior = ActorResumeBehavior.RETRY)
     public record Wait(String ts) implements ActorStep {}
@@ -57,6 +59,8 @@ public class ScrapeFeedsActor extends RecordActorPrototype {
     public ActorStep transition(ActorStep self) throws Exception {
         return switch(self) {
             case Initial() -> {
+                if (!insertFoundDomains) yield new Error("Domain insertion prohibited, aborting");
+
                 if (nodeConfigurationService.get(nodeId).profile() != NodeProfile.REALTIME) {
                     yield new Error("Invalid node profile for RSS update");
                 }

code/execution/java/nu/marginalia/execution/ExecutorCrawlGrpcService.java

@@ -1,6 +1,7 @@
 package nu.marginalia.execution;
 
 import com.google.inject.Inject;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import nu.marginalia.actor.ExecutorActor;
 import nu.marginalia.actor.ExecutorActorControlService;
@@ -36,7 +37,7 @@ public class ExecutorCrawlGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -52,7 +53,7 @@ public class ExecutorCrawlGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -66,7 +67,7 @@ public class ExecutorCrawlGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -80,7 +81,7 @@ public class ExecutorCrawlGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -98,7 +99,7 @@ public class ExecutorCrawlGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 

code/execution/java/nu/marginalia/execution/ExecutorExportGrpcService.java

@@ -2,6 +2,7 @@ package nu.marginalia.execution;
 
 import com.google.inject.Inject;
 import com.google.inject.Singleton;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import nu.marginalia.actor.ExecutorActor;
 import nu.marginalia.actor.ExecutorActorControlService;
@@ -38,7 +39,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -57,7 +58,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -73,7 +74,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -87,7 +88,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -99,7 +100,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -114,14 +115,14 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
     @Override
     public void exportAllAtags(Empty request, StreamObserver<Empty> responseObserver) {
         if (serviceConfiguration.node() != 1) {
-            responseObserver.onError(new IllegalArgumentException("Export all atags is only available on node 1"));
+            responseObserver.onError(Status.UNAVAILABLE.withDescription("Export all atags is only available on node 1").asRuntimeException());
         }
         try {
             actorControlService.startFrom(ExecutorActor.PREC_EXPORT_ALL,
@@ -131,7 +132,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -145,7 +146,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -159,7 +160,7 @@ public class ExecutorExportGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 }

code/execution/java/nu/marginalia/execution/ExecutorGrpcService.java

@@ -1,6 +1,7 @@
 package nu.marginalia.execution;
 
 import com.google.inject.Inject;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import nu.marginalia.WmsaHome;
 import nu.marginalia.actor.ActorApi;
@@ -58,7 +59,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -70,7 +71,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -82,7 +83,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -96,7 +97,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -112,7 +113,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -128,7 +129,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -203,7 +204,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -229,7 +230,7 @@ public class ExecutorGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -276,7 +277,7 @@ public class ExecutorGrpcService
         }
         catch (Exception e) {
             logger.error("Failed to update nsfw filters", e);
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 }

code/execution/java/nu/marginalia/execution/ExecutorSideloadGrpcService.java

@@ -1,6 +1,7 @@
 package nu.marginalia.execution;
 
 import com.google.inject.Inject;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import nu.marginalia.actor.ExecutorActor;
 import nu.marginalia.actor.ExecutorActorControlService;
@@ -33,7 +34,7 @@ public class ExecutorSideloadGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -48,7 +49,7 @@ public class ExecutorSideloadGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -63,7 +64,7 @@ public class ExecutorSideloadGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -78,7 +79,7 @@ public class ExecutorSideloadGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -93,7 +94,7 @@ public class ExecutorSideloadGrpcService
             responseObserver.onCompleted();
         }
         catch (Exception e) {
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 

code/execution/java/nu/marginalia/svc/ExecutorFileTransferService.java

@@ -1,4 +1,4 @@
-package nu.marginalia.executor;
+package nu.marginalia.svc;
 
 import com.google.inject.Inject;
 import nu.marginalia.storage.FileStorageService;

code/execution/readme.md

@@ -1,5 +1,5 @@
 The execution subsystem is responsible for the execution of long running tasks on each
-index node.  It lives in the [executor-service](../services-core/executor-service) module. 
+index node.  It lives in the [index-service](../services-core/index-service) module. 
 
 It accomplishes this using the [message queue and actor library](../libraries/message-queue/),
 which permits program state to survive crashes and reboots.

code/execution/test/nu/marginalia/svc/ExecutorFileTransferServiceTest.java

@@ -1,4 +1,4 @@
-package nu.marginalia.executor;
+package nu.marginalia.svc;
 
 import nu.marginalia.storage.FileStorageService;
 import nu.marginalia.storage.model.FileStorage;

code/functions/domain-info/api/java/nu/marginalia/api/domains/DomainInfoClient.java

@@ -2,6 +2,8 @@ package nu.marginalia.api.domains;
 
 import com.google.inject.Inject;
 import com.google.inject.Singleton;
+import nu.marginalia.api.domains.model.DomainInformation;
+import nu.marginalia.api.domains.model.SimilarDomain;
 import nu.marginalia.service.client.GrpcChannelPoolFactory;
 import nu.marginalia.service.client.GrpcSingleNodeChannelPool;
 import nu.marginalia.service.discovery.property.ServiceKey;
@@ -10,16 +12,19 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.util.List;
-import java.util.concurrent.*;
-
-import nu.marginalia.api.domains.model.*;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
 
 @Singleton
 public class DomainInfoClient {
     private static final Logger logger = LoggerFactory.getLogger(DomainInfoClient.class);
 
     private final GrpcSingleNodeChannelPool<DomainInfoAPIGrpc.DomainInfoAPIBlockingStub> channelPool;
-    private final ExecutorService executor = Executors.newWorkStealingPool(8);
+
+
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+    private static final ExecutorService executor = useLoom ? Executors.newVirtualThreadPerTaskExecutor() : Executors.newWorkStealingPool(8);
 
     @Inject
     public DomainInfoClient(GrpcChannelPoolFactory factory) {

code/functions/live-capture/api/java/nu/marginalia/api/domsample/DomSampleClient.java

@@ -0,0 +1,114 @@
+package nu.marginalia.api.domsample;
+
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import io.grpc.Status;
+import io.grpc.StatusRuntimeException;
+import nu.marginalia.service.client.GrpcChannelPoolFactory;
+import nu.marginalia.service.client.GrpcSingleNodeChannelPool;
+import nu.marginalia.service.discovery.property.ServiceKey;
+import nu.marginalia.service.discovery.property.ServicePartition;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Optional;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ExecutorService;
+
+@Singleton
+public class DomSampleClient {
+    private final GrpcSingleNodeChannelPool<DomSampleApiGrpc.DomSampleApiBlockingStub> channelPool;
+    private static final Logger logger = LoggerFactory.getLogger(DomSampleClient.class);
+
+    @Inject
+    public DomSampleClient(GrpcChannelPoolFactory factory) {
+
+        // The client is only interested in the primary node
+        var key = ServiceKey.forGrpcApi(DomSampleApiGrpc.class, ServicePartition.any());
+        this.channelPool = factory.createSingle(key, DomSampleApiGrpc::newBlockingStub);
+    }
+
+    public Optional<RpcDomainSample> getSample(String domainName) {
+        try {
+            var val = channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::getSample)
+                    .run(RpcDomainName.newBuilder().setDomainName(domainName).build());
+
+            return Optional.of(val);
+        }
+        catch (StatusRuntimeException sre) {
+            if (sre.getStatus() != Status.NOT_FOUND) {
+                logger.error("Failed to fetch DOM sample", sre);
+            }
+            return Optional.empty();
+        }
+    }
+
+    public Optional<RpcDomainSampleRequests> getSampleRequests(String domainName) {
+        try {
+            var val = channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::getSampleRequests)
+                    .run(RpcDomainName.newBuilder().setDomainName(domainName).build());
+
+            return Optional.of(val);
+        }
+        catch (StatusRuntimeException sre) {
+            if (sre.getStatus() != Status.NOT_FOUND) {
+                logger.error("Failed to fetch DOM sample", sre);
+            }
+            return Optional.empty();
+        }
+    }
+
+    public boolean hasSample(String domainName) {
+        try {
+            return channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::hasSample)
+                    .run(RpcDomainName.newBuilder().setDomainName(domainName).build())
+                    .getAnswer();
+        }
+        catch (StatusRuntimeException sre) {
+            return false;
+        }
+    }
+
+    public CompletableFuture<Boolean> hasSample(String domainName, ExecutorService executor) {
+        try {
+            return channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::hasSample)
+                    .async(executor)
+                    .run(RpcDomainName.newBuilder().setDomainName(domainName).build())
+                    .thenApply(RpcBooleanRsp::getAnswer);
+        }
+        catch (StatusRuntimeException sre) {
+            return CompletableFuture.completedFuture(false);
+        }
+    }
+
+    public CompletableFuture<RpcDomainSample> getSampleAsync(String domainName, ExecutorService executorService) {
+        return channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::getSample)
+                .async(executorService)
+                .run(RpcDomainName.newBuilder().setDomainName(domainName).build());
+    }
+
+    public List<RpcDomainSample> getAllSamples(String domainName) {
+        try {
+            Iterator<RpcDomainSample> val = channelPool.call(DomSampleApiGrpc.DomSampleApiBlockingStub::getAllSamples)
+                    .run(RpcDomainName.newBuilder().setDomainName(domainName).build());
+
+            List<RpcDomainSample> ret = new ArrayList<>();
+            val.forEachRemaining(ret::add);
+            return ret;
+        }
+        catch (StatusRuntimeException sre) {
+            logger.error("Failed to fetch DOM sample");
+            return List.of();
+        }
+    }
+
+    public boolean waitReady(Duration duration) throws InterruptedException {
+        return channelPool.awaitChannel(duration);
+    }
+
+
+}

code/functions/live-capture/api/java/nu/marginalia/api/feeds/FeedsClient.java

@@ -24,7 +24,9 @@ import java.util.function.BiConsumer;
 
 @Singleton
 public class FeedsClient {
-    private final ExecutorService executorService = Executors.newCachedThreadPool();
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+    private static final ExecutorService executorService = useLoom ? Executors.newVirtualThreadPerTaskExecutor() : Executors.newCachedThreadPool();
+
     private final GrpcSingleNodeChannelPool<FeedApiGrpc.FeedApiBlockingStub> channelPool;
     private final MqOutbox updateFeedsOutbox;
 

code/functions/live-capture/api/src/main/protobuf/dom-sample.proto

@@ -0,0 +1,47 @@
+syntax="proto3";
+package nu.marginalia.api.domsample;
+
+option java_package="nu.marginalia.api.domsample";
+option java_multiple_files=true;
+
+
+service DomSampleApi {
+  rpc getSample(RpcDomainName) returns (RpcDomainSample) {}
+  rpc getSampleRequests(RpcDomainName) returns (RpcDomainSampleRequests) {}
+  rpc hasSample(RpcDomainName) returns (RpcBooleanRsp) {}
+  rpc getAllSamples(RpcDomainName) returns (stream RpcDomainSample) {}
+}
+
+message RpcDomainName {
+  string domainName = 1;
+}
+
+message RpcBooleanRsp {
+  bool answer = 1;
+}
+
+message RpcDomainSampleRequests {
+  string domainName = 1;
+  string url = 2;
+  repeated RpcOutgoingRequest outgoingRequests = 5;
+}
+
+message RpcDomainSample {
+  string domainName = 1;
+  string url = 2;
+  bytes htmlSampleZstd = 3;
+  bool accepted_popover = 4;
+  repeated RpcOutgoingRequest outgoingRequests = 5;
+}
+
+message RpcOutgoingRequest {
+  RequestMethod method = 1;
+  int64 timestamp = 2;
+  string url = 3;
+
+  enum RequestMethod {
+    GET = 0;
+    POST = 1;
+    OTHER = 2;
+  };
+}

code/functions/live-capture/build.gradle

@@ -31,6 +31,7 @@ dependencies {
     implementation libs.jsoup
     implementation libs.opencsv
     implementation libs.slop
+    implementation libs.zstd
     implementation libs.sqlite
     implementation libs.bundles.slf4j
     implementation libs.commons.lang3

code/functions/live-capture/java/nu/marginalia/domsample/DomSampleGrpcService.java

@@ -0,0 +1,176 @@
+package nu.marginalia.domsample;
+
+import com.github.luben.zstd.Zstd;
+import com.google.inject.Inject;
+import com.google.protobuf.ByteString;
+import io.grpc.Status;
+import io.grpc.stub.StreamObserver;
+import nu.marginalia.api.domsample.*;
+import nu.marginalia.domsample.db.DomSampleDb;
+import nu.marginalia.service.server.DiscoverableService;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.nio.charset.StandardCharsets;
+import java.util.List;
+
+public class DomSampleGrpcService
+        extends DomSampleApiGrpc.DomSampleApiImplBase
+        implements DiscoverableService
+{
+    private static final Logger logger = LoggerFactory.getLogger(DomSampleGrpcService.class);
+
+    private final DomSampleDb domSampleDb;
+
+    @Inject
+    public DomSampleGrpcService(DomSampleDb domSampleDb) {
+        this.domSampleDb = domSampleDb;
+    }
+
+    @Override
+    public void getSample(RpcDomainName request, StreamObserver<RpcDomainSample> responseObserver) {
+        String domainName = request.getDomainName();
+        if (domainName.isBlank()) {
+            responseObserver.onError(Status.INVALID_ARGUMENT
+                            .withDescription("Invalid domain name")
+                            .asRuntimeException());
+            return;
+        }
+
+        try {
+            List<DomSampleDb.Sample> dbRecords = domSampleDb.getSamples(domainName);
+            if (dbRecords.isEmpty()) {
+                responseObserver.onError(Status.NOT_FOUND.withDescription("No sample found").asRuntimeException());
+                return;
+            }
+
+            // Grab the first sample
+            RpcDomainSample.Builder response = convertFullSample(dbRecords.getFirst());
+
+            responseObserver.onNext(response.build());
+            responseObserver.onCompleted();
+        }
+        catch (Exception e) {
+            logger.error("Error in getSample()", e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
+        }
+    }
+
+    @Override
+    public void getSampleRequests(RpcDomainName request, StreamObserver<RpcDomainSampleRequests> responseObserver) {
+        String domainName = request.getDomainName();
+        if (domainName.isBlank()) {
+            responseObserver.onError(Status.INVALID_ARGUMENT
+                    .withDescription("Invalid domain name")
+                    .asRuntimeException());
+            return;
+        }
+
+        try {
+            List<DomSampleDb.Sample> dbRecords = domSampleDb.getSamples(domainName);
+            if (dbRecords.isEmpty()) {
+                responseObserver.onError(Status.NOT_FOUND.withDescription("No sample found").asRuntimeException());
+                return;
+            }
+
+            // Grab the first sample
+            RpcDomainSampleRequests.Builder response = convertRequestData(dbRecords.getFirst());
+
+            responseObserver.onNext(response.build());
+            responseObserver.onCompleted();
+        }
+        catch (Exception e) {
+            logger.error("Error in getSample()", e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
+        }
+    }
+
+    @Override
+    public void hasSample(RpcDomainName request, StreamObserver<RpcBooleanRsp> responseObserver) {
+        String domainName = request.getDomainName();
+        if (domainName.isBlank()) {
+            responseObserver.onError(Status.INVALID_ARGUMENT
+                    .withDescription("Invalid domain name")
+                    .asRuntimeException());
+            return;
+        }
+
+        try {
+            responseObserver.onNext(RpcBooleanRsp.newBuilder()
+                    .setAnswer(domSampleDb.hasSample(domainName)).build());
+            responseObserver.onCompleted();
+        }
+        catch (Exception e) {
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
+        }
+    }
+
+    @Override
+    public void getAllSamples(RpcDomainName request, StreamObserver<RpcDomainSample> responseObserver) {
+        String domainName = request.getDomainName();
+        if (domainName.isBlank()) {
+            responseObserver.onError(Status.INVALID_ARGUMENT
+                    .withDescription("Invalid domain name")
+                    .asRuntimeException());
+            return;
+        }
+
+        try {
+            List<DomSampleDb.Sample> dbRecords = domSampleDb.getSamples(domainName);
+
+            for (var record : dbRecords) {
+                responseObserver.onNext(convertFullSample(record).build());
+            }
+
+            responseObserver.onCompleted();
+        }
+        catch (Exception e) {
+            logger.error("Error in getSample()", e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
+        }
+    }
+
+    private RpcDomainSample.Builder convertFullSample(DomSampleDb.Sample dbSample) {
+
+        ByteString htmlZstd = ByteString.copyFrom(Zstd.compress(dbSample.sample().getBytes(StandardCharsets.UTF_8)));
+
+        var sampleBuilder = RpcDomainSample.newBuilder()
+                .setDomainName(dbSample.domain())
+                .setAcceptedPopover(dbSample.acceptedPopover())
+                .setHtmlSampleZstd(htmlZstd);
+
+        for (var req : dbSample.parseRequests()) {
+            sampleBuilder.addOutgoingRequestsBuilder()
+                    .setUrl(req.uri().toString())
+                    .setMethod(switch (req.method().toUpperCase())
+                    {
+                        case "GET" -> RpcOutgoingRequest.RequestMethod.GET;
+                        case "POST" -> RpcOutgoingRequest.RequestMethod.POST;
+                        default -> RpcOutgoingRequest.RequestMethod.OTHER;
+                    })
+                    .setTimestamp(req.timestamp());
+        }
+
+        return sampleBuilder;
+    }
+
+    private RpcDomainSampleRequests.Builder convertRequestData(DomSampleDb.Sample dbSample) {
+
+        var sampleBuilder = RpcDomainSampleRequests.newBuilder()
+                .setDomainName(dbSample.domain());
+
+        for (var req : dbSample.parseRequests()) {
+            sampleBuilder.addOutgoingRequestsBuilder()
+                    .setUrl(req.uri().toString())
+                    .setMethod(switch (req.method().toUpperCase())
+                    {
+                        case "GET" -> RpcOutgoingRequest.RequestMethod.GET;
+                        case "POST" -> RpcOutgoingRequest.RequestMethod.POST;
+                        default -> RpcOutgoingRequest.RequestMethod.OTHER;
+                    })
+                    .setTimestamp(req.timestamp());
+        }
+
+        return sampleBuilder;
+    }
+}

code/functions/live-capture/java/nu/marginalia/domsample/db/DomSampleDb.java

@@ -1,17 +1,28 @@
 package nu.marginalia.domsample.db;
 
 import nu.marginalia.WmsaHome;
+import nu.marginalia.model.EdgeUrl;
+import org.apache.commons.lang3.StringUtils;
 import org.jsoup.Jsoup;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
+import java.net.URI;
+import java.net.URISyntaxException;
 import java.nio.file.Path;
 import java.sql.Connection;
 import java.sql.DriverManager;
 import java.sql.SQLException;
-import java.util.*;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.function.Predicate;
 
 public class DomSampleDb implements AutoCloseable {
     private static final String dbFileName = "dom-sample.db";
     private final Connection connection;
+    private static final Logger logger = LoggerFactory.getLogger(DomSampleDb.class);
 
     public DomSampleDb() throws SQLException{
         this(WmsaHome.getDataPath().resolve(dbFileName));
@@ -88,7 +99,71 @@ public class DomSampleDb implements AutoCloseable {
     }
 
 
-    public record Sample(String url, String domain, String sample, String requests, boolean acceptedPopover) {}
+    public record Sample(String url, String domain, String sample, String requests, boolean acceptedPopover) {
+
+        public List<SampleRequest> parseRequests() {
+            List<SampleRequest> requests = new ArrayList<>();
+
+            // Request format is METHOD\tTIMESTAMP\tURI\n
+
+            for (var line : StringUtils.split(this.requests, '\n')) {
+                String[] parts = StringUtils.split(line, "\t", 3);
+                if (parts.length != 3) continue;
+
+                try {
+                    String method =  parts[0];
+                    long ts = Long.parseLong(parts[1]);
+                    String linkUrl = parts[2];
+
+                    URI uri = parseURI(linkUrl);
+
+                    requests.add(new SampleRequest(method, ts, uri));
+                }
+                catch (Exception e) {
+                    logger.warn("Failed to parse requests", e);
+                }
+            }
+
+            return requests;
+        }
+
+
+        private static URI parseURI(String uri) throws URISyntaxException {
+            try {
+                return new URI(uri);
+            }
+            catch (URISyntaxException ex) {
+                return new EdgeUrl(uri).asURI();
+            }
+        }
+    }
+
+    public record SampleRequest(String method, long timestamp, URI uri) {}
+
+    /**
+     * @param consumer - consume the sample, return true to continue consumption
+     * @throws SQLException
+     */
+    public void forEachSample(Predicate<Sample> consumer) throws SQLException {
+        try (var stmt = connection.prepareStatement("""
+                SELECT url, domain, sample, requests, accepted_popover
+                FROM samples
+                """))
+        {
+            var rs = stmt.executeQuery();
+            while (rs.next()) {
+                var sample = new Sample(
+                        rs.getString("url"),
+                        rs.getString("domain"),
+                        rs.getString("sample"),
+                        rs.getString("requests"),
+                        rs.getBoolean("accepted_popover")
+                );
+
+                if (!consumer.test(sample)) break;
+            }
+        }
+    }
 
     public List<Sample> getSamples(String domain) throws SQLException {
         List<Sample> samples = new ArrayList<>();
@@ -116,6 +191,21 @@ public class DomSampleDb implements AutoCloseable {
         return samples;
     }
 
+
+    public boolean hasSample(String domain) throws SQLException {
+
+        try (var stmt = connection.prepareStatement("""
+                SELECT 1
+                FROM samples
+                WHERE domain = ?
+                """))
+        {
+            stmt.setString(1, domain);
+            var rs = stmt.executeQuery();
+            return rs.next();
+        }
+    }
+
     public void saveSample(String domain, String url, String rawContent) throws SQLException {
         var doc = Jsoup.parse(rawContent);
 

code/functions/live-capture/java/nu/marginalia/rss/svc/FeedsGrpcService.java

@@ -1,6 +1,7 @@
 package nu.marginalia.rss.svc;
 
 import com.google.inject.Inject;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import nu.marginalia.api.feeds.*;
 import nu.marginalia.db.DbDomainQueries;
@@ -69,7 +70,7 @@ public class FeedsGrpcService extends FeedApiGrpc.FeedApiImplBase implements Dis
     @Override
     public void getFeedDataHash(Empty request, StreamObserver<RpcFeedDataHash> responseObserver) {
         if (!feedDb.isEnabled()) {
-            responseObserver.onError(new IllegalStateException("Feed database is disabled on this node"));
+            responseObserver.onError(Status.INTERNAL.withDescription("Feed database is disabled on this node").asRuntimeException());
             return;
         }
 
@@ -80,7 +81,7 @@ public class FeedsGrpcService extends FeedApiGrpc.FeedApiImplBase implements Dis
         }
         catch (Exception e) {
             logger.error("Error getting feed data hash", e);
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -101,7 +102,7 @@ public class FeedsGrpcService extends FeedApiGrpc.FeedApiImplBase implements Dis
         }
         catch (Exception e) {
             logger.error("Error getting updated links", e);
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 
@@ -109,13 +110,13 @@ public class FeedsGrpcService extends FeedApiGrpc.FeedApiImplBase implements Dis
     public void getFeed(RpcDomainId request,
                         StreamObserver<RpcFeed> responseObserver) {
         if (!feedDb.isEnabled()) {
-            responseObserver.onError(new IllegalStateException("Feed database is disabled on this node"));
+            responseObserver.onError(Status.INTERNAL.withDescription("Feed database is disabled on this node").asRuntimeException());
             return;
         }
 
         Optional<EdgeDomain> domainName = domainQueries.getDomain(request.getDomainId());
         if (domainName.isEmpty()) {
-            responseObserver.onError(new IllegalArgumentException("Domain not found"));
+            responseObserver.onError(Status.NOT_FOUND.withDescription("Domain not found").asRuntimeException());
             return;
         }
 

code/functions/live-capture/test/nu/marginalia/rss/svc/FeedFetcherServiceTest.java

@@ -87,7 +87,7 @@ class FeedFetcherServiceTest extends AbstractModule {
         bind(DomainCoordinator.class).to(LocalDomainCoordinator.class);
         bind(HikariDataSource.class).toInstance(dataSource);
         bind(ServiceRegistryIf.class).toInstance(Mockito.mock(ServiceRegistryIf.class));
-        bind(ServiceConfiguration.class).toInstance(new ServiceConfiguration(ServiceId.Executor, 1, "", "", 0, UUID.randomUUID()));
+        bind(ServiceConfiguration.class).toInstance(new ServiceConfiguration(ServiceId.Index, 1, "", "", 0, UUID.randomUUID()));
         bind(Integer.class).annotatedWith(Names.named("wmsa-system-node")).toInstance(1);
     }
 

code/functions/math/api/java/nu/marginalia/api/math/MathClient.java

@@ -26,7 +26,9 @@ public class MathClient {
     private static final Logger logger = LoggerFactory.getLogger(MathClient.class);
 
     private final GrpcSingleNodeChannelPool<MathApiGrpc.MathApiBlockingStub> channelPool;
-    private final ExecutorService executor = Executors.newWorkStealingPool(8);
+
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+    private static final ExecutorService executor = useLoom ? Executors.newVirtualThreadPerTaskExecutor() : Executors.newWorkStealingPool(8);
 
     @Inject
     public MathClient(GrpcChannelPoolFactory factory) {

code/functions/search-query/api/java/nu/marginalia/api/searchquery/QueryProtobufCodec.java

@@ -304,7 +304,6 @@ public class QueryProtobufCodec {
                 IndexProtobufCodec.convertRpcQuery(specs.getQuery()),
                 specs.getDomainsList(),
                 specs.getSearchSetIdentifier(),
-                specs.getHumanQuery(),
                 IndexProtobufCodec.convertSpecLimit(specs.getQuality()),
                 IndexProtobufCodec.convertSpecLimit(specs.getYear()),
                 IndexProtobufCodec.convertSpecLimit(specs.getSize()),

code/functions/search-query/api/java/nu/marginalia/api/searchquery/model/query/SearchSpecification.java

@@ -18,8 +18,6 @@ public class SearchSpecification {
 
     public String searchSetIdentifier;
 
-    public final String humanQuery;
-
     public SpecificationLimit quality;
     public SpecificationLimit year;
     public SpecificationLimit size;
@@ -35,7 +33,6 @@ public class SearchSpecification {
     public SearchSpecification(SearchQuery query,
                                List<Integer> domains,
                                String searchSetIdentifier,
-                               String humanQuery,
                                SpecificationLimit quality,
                                SpecificationLimit year,
                                SpecificationLimit size,
@@ -47,7 +44,6 @@ public class SearchSpecification {
         this.query = query;
         this.domains = domains;
         this.searchSetIdentifier = searchSetIdentifier;
-        this.humanQuery = humanQuery;
         this.quality = quality;
         this.year = year;
         this.size = size;
@@ -73,10 +69,6 @@ public class SearchSpecification {
         return this.searchSetIdentifier;
     }
 
-    public String getHumanQuery() {
-        return this.humanQuery;
-    }
-
     public SpecificationLimit getQuality() {
         return this.quality;
     }
@@ -106,14 +98,13 @@ public class SearchSpecification {
     }
 
     public String toString() {
-        return "SearchSpecification(query=" + this.getQuery() + ", domains=" + this.getDomains() + ", searchSetIdentifier=" + this.getSearchSetIdentifier() + ", humanQuery=" + this.getHumanQuery() + ", quality=" + this.getQuality() + ", year=" + this.getYear() + ", size=" + this.getSize() + ", rank=" + this.getRank() + ", queryLimits=" + this.getQueryLimits() + ", queryStrategy=" + this.getQueryStrategy() + ", rankingParams=" + this.getRankingParams() + ")";
+        return "SearchSpecification(query=" + this.getQuery() + ", domains=" + this.getDomains() + ", searchSetIdentifier=" + this.getSearchSetIdentifier() + ", quality=" + this.getQuality() + ", year=" + this.getYear() + ", size=" + this.getSize() + ", rank=" + this.getRank() + ", queryLimits=" + this.getQueryLimits() + ", queryStrategy=" + this.getQueryStrategy() + ", rankingParams=" + this.getRankingParams() + ")";
     }
 
     public static class SearchSpecificationBuilder {
         private SearchQuery query;
         private List<Integer> domains;
         private String searchSetIdentifier;
-        private String humanQuery;
         private SpecificationLimit quality$value;
         private boolean quality$set;
         private SpecificationLimit year$value;
@@ -144,11 +135,6 @@ public class SearchSpecification {
             return this;
         }
 
-        public SearchSpecificationBuilder humanQuery(String humanQuery) {
-            this.humanQuery = humanQuery;
-            return this;
-        }
-
         public SearchSpecificationBuilder quality(SpecificationLimit quality) {
             this.quality$value = quality;
             this.quality$set = true;
@@ -205,11 +191,7 @@ public class SearchSpecification {
             if (!this.rank$set) {
                 rank$value = SpecificationLimit.none();
             }
-            return new SearchSpecification(this.query, this.domains, this.searchSetIdentifier, this.humanQuery, quality$value, year$value, size$value, rank$value, this.queryLimits, this.queryStrategy, this.rankingParams);
-        }
-
-        public String toString() {
-            return "SearchSpecification.SearchSpecificationBuilder(query=" + this.query + ", domains=" + this.domains + ", searchSetIdentifier=" + this.searchSetIdentifier + ", humanQuery=" + this.humanQuery + ", quality$value=" + this.quality$value + ", year$value=" + this.year$value + ", size$value=" + this.size$value + ", rank$value=" + this.rank$value + ", queryLimits=" + this.queryLimits + ", queryStrategy=" + this.queryStrategy + ", rankingParams=" + this.rankingParams + ")";
+            return new SearchSpecification(this.query, this.domains, this.searchSetIdentifier, quality$value, year$value, size$value, rank$value, this.queryLimits, this.queryStrategy, this.rankingParams);
         }
     }
 }

code/functions/search-query/api/java/nu/marginalia/api/searchquery/model/results/ResultRankingContext.java

@@ -1,56 +0,0 @@
-package nu.marginalia.api.searchquery.model.results;
-
-import nu.marginalia.api.searchquery.RpcResultRankingParameters;
-import nu.marginalia.api.searchquery.model.compiled.CqDataInt;
-
-import java.util.BitSet;
-
-public class ResultRankingContext {
-    private final int docCount;
-    public final RpcResultRankingParameters params;
-
-
-    public final BitSet regularMask;
-    public final BitSet ngramsMask;
-
-    /** CqDataInt associated with frequency information of the terms in the query
-     * in the full index.  The dataset is indexed by the compiled query. */
-    public final CqDataInt fullCounts;
-
-    /** CqDataInt associated with frequency information of the terms in the query
-     * in the full index.  The dataset is indexed by the compiled query. */
-    public final CqDataInt priorityCounts;
-
-    public ResultRankingContext(int docCount,
-                                RpcResultRankingParameters params,
-                                BitSet ngramsMask,
-                                BitSet regularMask,
-                                CqDataInt fullCounts,
-                                CqDataInt prioCounts)
-    {
-        this.docCount = docCount;
-        this.params = params;
-
-        this.ngramsMask = ngramsMask;
-        this.regularMask = regularMask;
-
-        this.fullCounts = fullCounts;
-        this.priorityCounts = prioCounts;
-    }
-
-    public int termFreqDocCount() {
-        return docCount;
-    }
-
-    @Override
-    public String toString() {
-        return "ResultRankingContext{" +
-                "docCount=" + docCount +
-                ", params=" + params +
-                ", regularMask=" + regularMask +
-                ", ngramsMask=" + ngramsMask +
-                ", fullCounts=" + fullCounts +
-                ", priorityCounts=" + priorityCounts +
-                '}';
-    }
-}

code/functions/search-query/java/nu/marginalia/functions/searchquery/QueryFactory.java

@@ -34,8 +34,6 @@ public class QueryFactory {
         this.queryExpansion = queryExpansion;
     }
 
-
-
     public ProcessedQuery createQuery(QueryParams params,
                                       @Nullable RpcResultRankingParameters rankingParams) {
         final var query = params.humanQuery();
@@ -153,7 +151,6 @@ public class QueryFactory {
 
         var specsBuilder = SearchSpecification.builder()
                 .query(queryBuilder.build())
-                .humanQuery(query)
                 .quality(qualityLimit)
                 .year(year)
                 .size(size)

code/functions/search-query/java/nu/marginalia/functions/searchquery/QueryGRPCService.java

@@ -3,6 +3,7 @@ package nu.marginalia.functions.searchquery;
 import com.google.common.collect.Lists;
 import com.google.inject.Inject;
 import com.google.inject.Singleton;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import io.prometheus.client.Histogram;
 import nu.marginalia.api.searchquery.*;
@@ -93,7 +94,7 @@ public class QueryGRPCService
             });
         } catch (Exception e) {
             logger.error("Exception", e);
-            responseObserver.onError(e);
+            responseObserver.onError(Status.INTERNAL.withCause(e).asRuntimeException());
         }
     }
 

code/functions/search-query/test/nu/marginalia/query/svc/QueryFactoryTest.java

@@ -241,7 +241,6 @@ public class QueryFactoryTest {
 
         Assertions.assertTrue(subquery.query.compiledQuery.contains(" bob "));
         Assertions.assertFalse(subquery.query.compiledQuery.contains(" bob's "));
-        Assertions.assertEquals("\"bob's cars\"", subquery.humanQuery);
     }
 
     @Test

code/index/api/java/nu/marginalia/index/api/IndexClient.java

@@ -38,7 +38,9 @@ public class IndexClient {
             .help("Count of results filtered by NSFW tier")
             .register();
 
-    private static final ExecutorService executor = Executors.newCachedThreadPool();
+
+    private static final boolean useLoom = Boolean.getBoolean("system.experimentalUseLoom");
+    private static final ExecutorService executor = useLoom ? Executors.newVirtualThreadPerTaskExecutor() : Executors.newCachedThreadPool();
 
     @Inject
     public IndexClient(GrpcChannelPoolFactory channelPoolFactory,

code/index/index-forward/java/nu/marginalia/index/forward/ForwardIndexReader.java

@@ -1,9 +1,10 @@
 package nu.marginalia.index.forward;
 
+import it.unimi.dsi.fastutil.longs.Long2IntOpenHashMap;
 import nu.marginalia.array.LongArray;
 import nu.marginalia.array.LongArrayFactory;
 import nu.marginalia.index.forward.spans.DocumentSpans;
-import nu.marginalia.index.forward.spans.ForwardIndexSpansReader;
+import nu.marginalia.index.forward.spans.IndexSpansReader;
 import nu.marginalia.model.id.UrlIdCodec;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -22,16 +23,15 @@ import static nu.marginalia.index.forward.ForwardIndexParameters.*;
  * and a mapping between document identifiers to the index into the
  * data array.
  * <p/>
- * Since the total data is relatively small, this is kept in memory to
- * reduce the amount of disk thrashing.
- * <p/>
  * The metadata is a binary encoding of {@see nu.marginalia.idx.DocumentMetadata}
  */
 public class ForwardIndexReader {
     private final LongArray ids;
     private final LongArray data;
 
-    private final ForwardIndexSpansReader spansReader;
+    private volatile Long2IntOpenHashMap idsMap;
+
+    private final IndexSpansReader spansReader;
 
     private final Logger logger = LoggerFactory.getLogger(getClass());
 
@@ -64,7 +64,18 @@ public class ForwardIndexReader {
 
         ids = loadIds(idsFile);
         data = loadData(dataFile);
-        spansReader = new ForwardIndexSpansReader(spansFile);
+
+        spansReader = IndexSpansReader.open(spansFile);
+
+        Thread.ofPlatform().start(this::createIdsMap);
+    }
+
+    private void createIdsMap() {
+        Long2IntOpenHashMap idsMap = new Long2IntOpenHashMap((int) ids.size());
+        for (int i = 0; i < ids.size(); i++) {
+            idsMap.put(ids.get(i), i);
+        }
+        this.idsMap = idsMap;
     }
 
     private static LongArray loadIds(Path idsFile) throws IOException {
@@ -106,6 +117,10 @@ public class ForwardIndexReader {
     private int idxForDoc(long docId) {
         assert UrlIdCodec.getRank(docId) == 0 : "Forward Index Reader fed dirty reverse index id";
 
+        if (idsMap != null) {
+            return idsMap.getOrDefault(docId, -1);
+        }
+
         long offset = ids.binarySearch(docId, 0, ids.size());
 
         if (offset >= ids.size() || offset < 0 || ids.get(offset) != docId) {
@@ -134,6 +149,27 @@ public class ForwardIndexReader {
     }
 
 
+    public DocumentSpans[] getDocumentSpans(Arena arena, long[] docIds) {
+        long[] offsets = new long[docIds.length];
+        for (int i = 0; i < docIds.length; i++) {
+            long offset = idxForDoc(docIds[i]);
+            if (offset >= 0) {
+                offsets[i] = data.get(ENTRY_SIZE * offset + SPANS_OFFSET);
+            }
+            else {
+                offsets[i] = -1;
+            }
+        }
+
+        try {
+            return spansReader.readSpans(arena, offsets);
+        }
+        catch (IOException ex) {
+            logger.error("Failed to read spans for docIds", ex);
+            return new DocumentSpans[docIds.length];
+        }
+    }
+
     public int totalDocCount() {
         return (int) ids.size();
     }
@@ -141,6 +177,8 @@ public class ForwardIndexReader {
     public void close() {
         if (data != null)
             data.close();
+        if (ids != null)
+            ids.close();
     }
 
     public boolean isLoaded() {

code/index/index-forward/java/nu/marginalia/index/forward/construction/ForwardIndexConverter.java

@@ -5,7 +5,7 @@ import nu.marginalia.array.LongArray;
 import nu.marginalia.array.LongArrayFactory;
 import nu.marginalia.index.domainrankings.DomainRankings;
 import nu.marginalia.index.forward.ForwardIndexParameters;
-import nu.marginalia.index.forward.spans.ForwardIndexSpansWriter;
+import nu.marginalia.index.forward.spans.IndexSpansWriter;
 import nu.marginalia.index.journal.IndexJournal;
 import nu.marginalia.model.id.UrlIdCodec;
 import nu.marginalia.model.idx.DocumentMetadata;
@@ -65,7 +65,7 @@ public class ForwardIndexConverter {
         logger.info("Domain Rankings size = {}", domainRankings.size());
 
         try (var progress = heartbeat.createProcessTaskHeartbeat(TaskSteps.class, "forwardIndexConverter");
-             var spansWriter = new ForwardIndexSpansWriter(outputFileSpansData)
+             var spansWriter = new IndexSpansWriter(outputFileSpansData)
         ) {
             progress.progress(TaskSteps.GET_DOC_IDS);
 

code/index/index-forward/java/nu/marginalia/index/forward/spans/DocumentSpan.java

@@ -11,6 +11,9 @@ public class DocumentSpan {
     /** A list of the interlaced start and end positions of each span in the document of this type */
     private final IntList startsEnds;
 
+    public DocumentSpan(IntList startsEnds) {
+        this.startsEnds = startsEnds;
+    }
     public DocumentSpan(CodedSequence startsEnds) {
         this.startsEnds = startsEnds.values();
     }

code/index/index-forward/java/nu/marginalia/index/forward/spans/DocumentSpans.java

@@ -1,5 +1,6 @@
 package nu.marginalia.index.forward.spans;
 
+import it.unimi.dsi.fastutil.ints.IntList;
 import nu.marginalia.language.sentence.tag.HtmlTag;
 import nu.marginalia.sequence.CodedSequence;
 
@@ -39,6 +40,23 @@ public class DocumentSpans {
         return EMPTY_SPAN;
     }
 
+    void accept(byte code, IntList positions) {
+        if (code == HtmlTag.HEADING.code)
+            this.heading = new DocumentSpan(positions);
+        else if (code == HtmlTag.TITLE.code)
+            this.title = new DocumentSpan(positions);
+        else if (code == HtmlTag.NAV.code)
+            this.nav = new DocumentSpan(positions);
+        else if (code == HtmlTag.CODE.code)
+            this.code = new DocumentSpan(positions);
+        else if (code == HtmlTag.ANCHOR.code)
+            this.anchor = new DocumentSpan(positions);
+        else if (code == HtmlTag.EXTERNAL_LINKTEXT.code)
+            this.externalLinkText = new DocumentSpan(positions);
+        else if (code == HtmlTag.BODY.code)
+            this.body = new DocumentSpan(positions);
+    }
+
     void accept(byte code, CodedSequence positions) {
         if (code == HtmlTag.HEADING.code)
             this.heading = new DocumentSpan(positions);

code/index/index-forward/java/nu/marginalia/index/forward/spans/IndexSpansReader.java

@@ -0,0 +1,25 @@
+package nu.marginalia.index.forward.spans;
+
+import java.io.IOException;
+import java.lang.foreign.Arena;
+import java.nio.file.Path;
+
+public interface IndexSpansReader extends AutoCloseable {
+    DocumentSpans readSpans(Arena arena, long encodedOffset) throws IOException;
+    DocumentSpans[] readSpans(Arena arena, long[] encodedOffsets) throws IOException;
+
+    static IndexSpansReader open(Path fileName) throws IOException {
+        int version = SpansCodec.parseSpanFilesFooter(fileName);
+        if (version == SpansCodec.SpansCodecVersion.COMPRESSED.ordinal()) {
+            return new IndexSpansReaderCompressed(fileName);
+        }
+        else if (version == SpansCodec.SpansCodecVersion.PLAIN.ordinal()) {
+            return new IndexSpansReaderPlain(fileName);
+        }
+        else {
+            throw new IllegalArgumentException("Unsupported spans file version: " + version);
+        }
+    }
+
+    void close() throws IOException;
+}

code/index/index-forward/java/nu/marginalia/index/forward/spans/IndexSpansReaderCompressed.java

@@ -10,11 +10,11 @@ import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.StandardOpenOption;
 
-@SuppressWarnings("preview")
-public class ForwardIndexSpansReader implements AutoCloseable {
+@Deprecated
+public class IndexSpansReaderCompressed implements AutoCloseable, IndexSpansReader {
     private final FileChannel spansFileChannel;
 
-    public ForwardIndexSpansReader(Path spansFile) throws IOException {
+    public IndexSpansReaderCompressed(Path spansFile) throws IOException {
         this.spansFileChannel = (FileChannel) Files.newByteChannel(spansFile, StandardOpenOption.READ);
     }
 
@@ -51,6 +51,17 @@ public class ForwardIndexSpansReader implements AutoCloseable {
         return ret;
     }
 
+    @Override
+    public DocumentSpans[] readSpans(Arena arena, long[] encodedOffsets) throws IOException {
+        DocumentSpans[] ret = new DocumentSpans[encodedOffsets.length];
+        for (int i = 0; i < encodedOffsets.length; i++) {
+            if (encodedOffsets[i] >= 0) {
+                ret[i] = readSpans(arena, encodedOffsets[i]);
+            }
+        }
+        return ret;
+    }
+
     @Override
     public void close() throws IOException {
         spansFileChannel.close();

code/index/index-forward/java/nu/marginalia/index/forward/spans/IndexSpansReaderPlain.java

@@ -0,0 +1,122 @@
+package nu.marginalia.index.forward.spans;
+
+import it.unimi.dsi.fastutil.ints.IntArrayList;
+
+import java.io.IOException;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.foreign.ValueLayout;
+import java.nio.channels.FileChannel;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.StandardOpenOption;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ForkJoinPool;
+
+public class IndexSpansReaderPlain implements IndexSpansReader {
+    private final FileChannel[] spansFileChannels;
+    private final ForkJoinPool forkJoinPool;
+
+    public IndexSpansReaderPlain(Path spansFile) throws IOException {
+        this.spansFileChannels = new FileChannel[8];
+        for (int i = 0; i < spansFileChannels.length; i++) {
+            spansFileChannels[i] = (FileChannel) Files.newByteChannel(spansFile, StandardOpenOption.READ);
+        }
+        forkJoinPool = new ForkJoinPool(spansFileChannels.length);
+    }
+
+    @Override
+    public DocumentSpans readSpans(Arena arena, long encodedOffset) throws IOException {
+        // Decode the size and offset from the encoded offset
+        long size = SpansCodec.decodeSize(encodedOffset);
+        long offset = SpansCodec.decodeStartOffset(encodedOffset);
+
+        var ms = arena.allocate(size, 4);
+        // Allocate a buffer from the arena
+        var buffer = ms.asByteBuffer();
+        while (buffer.hasRemaining()) {
+            spansFileChannels[0].read(buffer, offset + buffer.position());
+        }
+
+        return decode(ms);
+    }
+
+    public DocumentSpans decode(MemorySegment ms) {
+        int count = ms.get(ValueLayout.JAVA_INT, 0);
+        int pos = 4;
+        DocumentSpans ret = new DocumentSpans();
+
+        // Decode each span
+        for (int spanIdx = 0; spanIdx < count; spanIdx++) {
+            byte code = ms.get(ValueLayout.JAVA_BYTE, pos);
+            short len = ms.get(ValueLayout.JAVA_SHORT, pos+2);
+
+            IntArrayList values = new IntArrayList(len);
+
+            pos += 4;
+            for (int i = 0; i < len; i++) {
+                values.add(ms.get(ValueLayout.JAVA_INT, pos + 4*i));
+            }
+            ret.accept(code, values);
+            pos += 4*len;
+        }
+
+        return ret;
+    }
+    @Override
+    public DocumentSpans[] readSpans(Arena arena, long[] encodedOffsets) throws IOException {
+        long totalSize = 0;
+        int numJobs = 0;
+        for (long offset : encodedOffsets) {
+            if (offset < 0)
+                continue;
+            totalSize += SpansCodec.decodeSize(offset);
+            numJobs++;
+        }
+
+        DocumentSpans[] ret = new DocumentSpans[encodedOffsets.length];
+        if (numJobs == 0) return ret;
+
+        CountDownLatch latch = new CountDownLatch(numJobs);
+        MemorySegment segment = arena.allocate(totalSize, 8);
+
+        long bufferOffset = 0;
+        for (int idx = 0; idx < encodedOffsets.length; idx++) {
+            long size = SpansCodec.decodeSize(encodedOffsets[idx]);
+            long start = SpansCodec.decodeStartOffset(encodedOffsets[idx]);
+
+            MemorySegment slice = segment.asSlice(bufferOffset, size);
+            bufferOffset += size;
+
+            int i = idx;
+            forkJoinPool.execute(() -> {
+                var buffer = slice.asByteBuffer();
+                try {
+                    spansFileChannels[i% spansFileChannels.length].read(buffer, start);
+                    ret[i] = decode(slice);
+                }
+                catch (IOException ex) {
+                    throw new RuntimeException(ex);
+                }
+                finally {
+                    latch.countDown();
+                }
+            });
+        }
+        try {
+            latch.await();
+        }
+        catch (InterruptedException ex) {
+            Thread.currentThread().interrupt();
+        }
+        return ret;
+    }
+
+    @Override
+    public void close() throws IOException {
+        for (var spansFileChannel : spansFileChannels) {
+            spansFileChannel.close();
+        }
+    }
+
+}

code/index/index-forward/java/nu/marginalia/index/forward/spans/IndexSpansWriter.java

@@ -1,20 +1,23 @@
 package nu.marginalia.index.forward.spans;
 
+import nu.marginalia.sequence.VarintCodedSequence;
+
 import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
 import java.nio.channels.FileChannel;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.StandardOpenOption;
 
-public class ForwardIndexSpansWriter implements AutoCloseable {
+public class IndexSpansWriter implements AutoCloseable {
     private final FileChannel outputChannel;
-    private final ByteBuffer work = ByteBuffer.allocate(32);
+    private final ByteBuffer work = ByteBuffer.allocate(65536).order(ByteOrder.nativeOrder());
 
     private long stateStartOffset = -1;
     private int stateLength = -1;
 
-    public ForwardIndexSpansWriter(Path outputFileSpansData) throws IOException {
+    public IndexSpansWriter(Path outputFileSpansData) throws IOException {
         this.outputChannel = (FileChannel) Files.newByteChannel(outputFileSpansData, StandardOpenOption.READ, StandardOpenOption.WRITE, StandardOpenOption.CREATE);
     }
 
@@ -23,7 +26,7 @@ public class ForwardIndexSpansWriter implements AutoCloseable {
         stateLength = 0;
 
         work.clear();
-        work.put((byte) count);
+        work.putInt(count);
         work.flip();
 
         while (work.hasRemaining())
@@ -33,12 +36,17 @@ public class ForwardIndexSpansWriter implements AutoCloseable {
     public void writeSpan(byte spanCode, ByteBuffer sequenceData) throws IOException {
         work.clear();
         work.put(spanCode);
-        work.putShort((short) sequenceData.remaining());
+        work.put((byte) 0); // Ensure we're byte aligned
+        var sequence = new VarintCodedSequence(sequenceData);
+        work.putShort((short) sequence.valueCount());
+
+        var iter = sequence.iterator();
+        while (iter.hasNext()) {
+            work.putInt(iter.nextInt());
+        }
         work.flip();
 
-        while (work.hasRemaining() || sequenceData.hasRemaining()) {
-            stateLength += (int) outputChannel.write(new ByteBuffer[]{work, sequenceData});
-        }
+        stateLength += outputChannel.write(work);
     }
 
     public long endRecord() {
@@ -47,6 +55,11 @@ public class ForwardIndexSpansWriter implements AutoCloseable {
 
     @Override
     public void close() throws IOException {
+        ByteBuffer footer = SpansCodec.createSpanFilesFooter(SpansCodec.SpansCodecVersion.PLAIN);
+        outputChannel.position(outputChannel.size());
+        while (footer.hasRemaining()) {
+            outputChannel.write(footer, outputChannel.size());
+        }
         outputChannel.close();
     }
 }

code/index/index-forward/java/nu/marginalia/index/forward/spans/SpansCodec.java

@@ -1,6 +1,21 @@
 package nu.marginalia.index.forward.spans;
 
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.nio.channels.FileChannel;
+import java.nio.file.Path;
+import java.nio.file.StandardOpenOption;
+
 public class SpansCodec {
+    public static int MAGIC_INT = 0xF000F000;
+    public static int FOOTER_SIZE = 8;
+
+    enum SpansCodecVersion {
+        @Deprecated
+        COMPRESSED,
+        PLAIN
+    }
+
     public static long encode(long startOffset, long size) {
         assert size < 0x1000_0000L : "Size must be less than 2^28";
 
@@ -14,4 +29,31 @@ public class SpansCodec {
     public static long decodeSize(long encoded) {
         return encoded & 0x0FFF_FFFFL;
     }
+
+    public static ByteBuffer createSpanFilesFooter(SpansCodecVersion version) {
+        ByteBuffer footer = ByteBuffer.allocate(FOOTER_SIZE);
+        footer.putInt(SpansCodec.MAGIC_INT);
+        footer.put((byte) version.ordinal());
+        footer.put((byte) 0);
+        footer.put((byte) 0);
+        footer.put((byte) 0);
+        footer.flip();
+        return footer;
+    }
+
+    public static int parseSpanFilesFooter(Path spansFile) throws IOException {
+        ByteBuffer buffer = ByteBuffer.allocate(FOOTER_SIZE);
+
+        try (var fc = FileChannel.open(spansFile, StandardOpenOption.READ)) {
+            if (fc.size() < FOOTER_SIZE) return 0;
+            fc.read(buffer, fc.size() - buffer.capacity());
+            buffer.flip();
+            int magic = buffer.getInt();
+            if (magic != MAGIC_INT) {
+                return 0;
+            }
+            return buffer.get();
+        }
+
+    }
 }

code/index/index-forward/test/nu/marginalia/index/forward/IndexSpansReaderTest.java

@@ -1,8 +1,9 @@
 package nu.marginalia.index.forward;
 
 import it.unimi.dsi.fastutil.ints.IntList;
-import nu.marginalia.index.forward.spans.ForwardIndexSpansReader;
-import nu.marginalia.index.forward.spans.ForwardIndexSpansWriter;
+import nu.marginalia.index.forward.spans.IndexSpansReader;
+import nu.marginalia.index.forward.spans.IndexSpansReaderPlain;
+import nu.marginalia.index.forward.spans.IndexSpansWriter;
 import nu.marginalia.language.sentence.tag.HtmlTag;
 import nu.marginalia.sequence.VarintCodedSequence;
 import org.junit.jupiter.api.AfterEach;
@@ -17,10 +18,10 @@ import java.nio.file.Path;
 
 import static org.junit.jupiter.api.Assertions.*;
 
-class ForwardIndexSpansReaderTest {
+class IndexSpansReaderTest {
     Path testFile = Files.createTempFile("test", ".idx");
 
-    ForwardIndexSpansReaderTest() throws IOException {
+    IndexSpansReaderTest() throws IOException {
     }
 
     @AfterEach
@@ -34,7 +35,7 @@ class ForwardIndexSpansReaderTest {
 
         long offset1;
         long offset2;
-        try (var writer = new ForwardIndexSpansWriter(testFile)) {
+        try (var writer = new IndexSpansWriter(testFile)) {
             writer.beginRecord(1);
             writer.writeSpan(HtmlTag.HEADING.code, VarintCodedSequence.generate(1, 3, 5, 8).buffer());
             offset1 = writer.endRecord();
@@ -46,7 +47,7 @@ class ForwardIndexSpansReaderTest {
             offset2 = writer.endRecord();
         }
 
-        try (var reader = new ForwardIndexSpansReader(testFile);
+        try (var reader = IndexSpansReader.open(testFile);
              var arena = Arena.ofConfined()
         ) {
             var spans1 = reader.readSpans(arena, offset1);
@@ -77,13 +78,13 @@ class ForwardIndexSpansReaderTest {
     @Test
     void testContainsRange() throws IOException {
         long offset1;
-        try (var writer = new ForwardIndexSpansWriter(testFile)) {
+        try (var writer = new IndexSpansWriter(testFile)) {
             writer.beginRecord(1);
             writer.writeSpan(HtmlTag.HEADING.code, VarintCodedSequence.generate( 1, 2, 10, 15, 20, 25).buffer());
             offset1 = writer.endRecord();
         }
 
-        try (var reader = new ForwardIndexSpansReader(testFile);
+        try (var reader = new IndexSpansReaderPlain(testFile);
              var arena = Arena.ofConfined()
         ) {
             var spans1 = reader.readSpans(arena, offset1);
@@ -104,13 +105,13 @@ class ForwardIndexSpansReaderTest {
     @Test
     void testContainsRangeExact() throws IOException {
         long offset1;
-        try (var writer = new ForwardIndexSpansWriter(testFile)) {
+        try (var writer = new IndexSpansWriter(testFile)) {
             writer.beginRecord(1);
             writer.writeSpan(HtmlTag.HEADING.code, VarintCodedSequence.generate( 1, 2, 10, 15, 20, 25).buffer());
             offset1 = writer.endRecord();
         }
 
-        try (var reader = new ForwardIndexSpansReader(testFile);
+        try (var reader = new IndexSpansReaderPlain(testFile);
              var arena = Arena.ofConfined()
         ) {
             var spans1 = reader.readSpans(arena, offset1);
@@ -131,13 +132,13 @@ class ForwardIndexSpansReaderTest {
     @Test
     void testCountRangeMatches() throws IOException {
         long offset1;
-        try (var writer = new ForwardIndexSpansWriter(testFile)) {
+        try (var writer = new IndexSpansWriter(testFile)) {
             writer.beginRecord(1);
             writer.writeSpan(HtmlTag.HEADING.code, VarintCodedSequence.generate( 1, 2, 10, 15, 20, 25).buffer());
             offset1 = writer.endRecord();
         }
 
-        try (var reader = new ForwardIndexSpansReader(testFile);
+        try (var reader = new IndexSpansReaderPlain(testFile);
              var arena = Arena.ofConfined()
         ) {
             var spans1 = reader.readSpans(arena, offset1);

code/index/index-perftest/build.gradle

@@ -0,0 +1,53 @@
+plugins {
+    id 'java'
+    id 'application'
+    id 'jvm-test-suite'
+}
+
+java {
+    toolchain {
+        languageVersion.set(JavaLanguageVersion.of(rootProject.ext.jvmVersion))
+    }
+}
+
+application {
+    mainClass = 'nu.marginalia.index.perftest.PerfTestMain'
+}
+
+apply from: "$rootProject.projectDir/srcsets.gradle"
+
+dependencies {
+    implementation project(':code:common:config')
+    implementation project(':code:common:db')
+
+    implementation project(':code:libraries:array')
+    implementation project(':code:libraries:btree')
+    implementation project(':code:libraries:term-frequency-dict')
+    implementation project(':code:common:linkdb')
+    implementation project(':code:index')
+    implementation project(':code:index:query')
+    implementation project(':code:index:index-forward')
+    implementation project(':code:index:index-reverse')
+    implementation project(':third-party:commons-codec')
+    implementation project(':code:functions:search-query')
+    implementation project(':code:functions:search-query:api')
+
+    implementation libs.slop
+    implementation libs.roaringbitmap
+    implementation libs.bundles.slf4j
+    implementation libs.guava
+
+    libs.bundles.grpc.get().each {
+        implementation dependencies.create(it) {
+            exclude group: 'com.google.guava'
+        }
+    }
+
+
+    implementation libs.notnull
+    implementation libs.trove
+    implementation libs.fastutil
+    implementation libs.bundles.gson
+    implementation libs.bundles.mariadb
+
+}

code/index/index-perftest/java/nu/marginalia/index/perftest/PerfTestMain.java

@@ -0,0 +1,334 @@
+package nu.marginalia.index.perftest;
+
+import gnu.trove.list.array.TLongArrayList;
+import nu.marginalia.api.searchquery.RpcQueryLimits;
+import nu.marginalia.api.searchquery.model.query.NsfwFilterTier;
+import nu.marginalia.api.searchquery.model.query.QueryParams;
+import nu.marginalia.api.searchquery.model.query.SearchSpecification;
+import nu.marginalia.api.searchquery.model.results.PrototypeRankingParameters;
+import nu.marginalia.array.page.LongQueryBuffer;
+import nu.marginalia.functions.searchquery.QueryFactory;
+import nu.marginalia.functions.searchquery.query_parser.QueryExpansion;
+import nu.marginalia.index.FullReverseIndexReader;
+import nu.marginalia.index.IndexQueryExecution;
+import nu.marginalia.index.PrioReverseIndexReader;
+import nu.marginalia.index.forward.ForwardIndexReader;
+import nu.marginalia.index.index.CombinedIndexReader;
+import nu.marginalia.index.index.StatefulIndex;
+import nu.marginalia.index.model.ResultRankingContext;
+import nu.marginalia.index.model.SearchParameters;
+import nu.marginalia.index.model.SearchTerms;
+import nu.marginalia.index.positions.PositionsFileReader;
+import nu.marginalia.index.query.IndexQuery;
+import nu.marginalia.index.query.IndexSearchBudget;
+import nu.marginalia.index.results.DomainRankingOverrides;
+import nu.marginalia.index.results.IndexResultRankingService;
+import nu.marginalia.index.results.model.ids.CombinedDocIdList;
+import nu.marginalia.index.searchset.SearchSetAny;
+import nu.marginalia.linkdb.docs.DocumentDbReader;
+import nu.marginalia.segmentation.NgramLexicon;
+import nu.marginalia.term_frequency_dict.TermFrequencyDict;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.sql.SQLException;
+import java.time.Duration;
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+public class PerfTestMain {
+    static Duration warmupTime = Duration.ofMinutes(1);
+    static Duration runTime = Duration.ofMinutes(10);
+
+    public static void main(String[] args) {
+        if (args.length != 4) {
+            System.err.println("Arguments: home-dir index-dir query");
+            System.exit(255);
+        }
+
+        try {
+            Path indexDir = Paths.get(args[0]);
+            if (!Files.isDirectory(indexDir)) {
+                System.err.println("Index directory is not a directory");
+                System.exit(255);
+            }
+            Path homeDir = Paths.get(args[1]);
+            String scenario = args[2];
+            String query = args[3];
+
+            switch (scenario) {
+                case "valuation" -> runValuation(indexDir, homeDir, query);
+                case "lookup" -> runLookup(indexDir, homeDir, query);
+                case "execution" -> runExecution(indexDir, homeDir, query);
+            }
+        }
+        catch (NumberFormatException e) {
+            System.err.println("Arguments: data-dir index-dir query");
+            System.exit(255);
+        }
+        catch (Exception ex) {
+            System.err.println("Error during testing");
+            ex.printStackTrace();
+            System.exit(255);
+        }
+        System.out.println(Arrays.toString(args));
+    }
+
+    private static CombinedIndexReader createCombinedIndexReader(Path indexDir) throws IOException {
+
+        return new CombinedIndexReader(
+                new ForwardIndexReader(
+                        indexDir.resolve("ir/fwd-doc-id.dat"),
+                        indexDir.resolve("ir/fwd-doc-data.dat"),
+                        indexDir.resolve("ir/fwd-spans.dat")
+                ),
+                new FullReverseIndexReader(
+                        "full",
+                        indexDir.resolve("ir/rev-words.dat"),
+                        indexDir.resolve("ir/rev-docs.dat"),
+                        new PositionsFileReader(indexDir.resolve("ir/rev-positions.dat"))
+                ),
+                new PrioReverseIndexReader(
+                        "prio",
+                        indexDir.resolve("ir/rev-prio-words.dat"),
+                        indexDir.resolve("ir/rev-prio-docs.dat")
+                )
+        );
+    }
+
+    private static IndexResultRankingService createIndexResultRankingService(Path indexDir, CombinedIndexReader combinedIndexReader) throws IOException, SQLException {
+        return new IndexResultRankingService(
+                new DocumentDbReader(indexDir.resolve("ldbr/documents.db")),
+                new StatefulIndex(combinedIndexReader),
+                new DomainRankingOverrides(null, Path.of("xxxx"))
+        );
+    }
+
+    static QueryFactory createQueryFactory(Path homeDir) throws IOException {
+        return new QueryFactory(
+                new QueryExpansion(
+                        new TermFrequencyDict(homeDir.resolve("model/tfreq-new-algo3.bin")),
+                        new NgramLexicon()
+                )
+        );
+    }
+
+    public static void runValuation(Path homeDir,
+                                    Path indexDir,
+                                    String rawQuery) throws IOException, SQLException
+    {
+
+        CombinedIndexReader indexReader = createCombinedIndexReader(indexDir);
+        QueryFactory queryFactory = createQueryFactory(homeDir);
+        IndexResultRankingService rankingService = createIndexResultRankingService(indexDir, indexReader);
+
+        var queryLimits = RpcQueryLimits.newBuilder()
+                .setTimeoutMs(10_000)
+                .setResultsTotal(1000)
+                .setResultsByDomain(10)
+                .setFetchSize(4096)
+                .build();
+        SearchSpecification parsedQuery = queryFactory.createQuery(new QueryParams(rawQuery, queryLimits, "NONE", NsfwFilterTier.OFF), PrototypeRankingParameters.sensibleDefaults()).specs;
+
+        System.out.println("Query compiled to: " + parsedQuery.query.compiledQuery);
+
+        SearchParameters searchParameters = new SearchParameters(parsedQuery, new SearchSetAny());
+
+        List<IndexQuery> queries = indexReader.createQueries(new SearchTerms(searchParameters.query, searchParameters.compiledQueryIds), searchParameters.queryParams);
+
+        TLongArrayList allResults = new TLongArrayList();
+        LongQueryBuffer buffer = new LongQueryBuffer(4096);
+
+        for (var query : queries) {
+            while (query.hasMore() && allResults.size() < 4096 ) {
+                query.getMoreResults(buffer);
+                allResults.addAll(buffer.copyData());
+            }
+            if (allResults.size() >= 4096)
+                break;
+        }
+        allResults.sort();
+        if (allResults.size() > 4096) {
+            allResults.subList(4096,  allResults.size()).clear();
+        }
+
+        var docIds = new CombinedDocIdList(allResults.toArray());
+        var rankingContext = ResultRankingContext.create(indexReader, searchParameters);
+
+        System.out.println("Running warmup loop!");
+        int sum = 0;
+
+        Instant runEndTime = Instant.now().plus(warmupTime);
+        int iter;
+        IndexSearchBudget budget = new IndexSearchBudget(10000);
+        for (iter = 0;; iter++) {
+            sum += rankingService.rankResults(rankingContext, budget, docIds, false).size();
+            if ((iter % 100) == 0 && Instant.now().isAfter(runEndTime)) {
+                break;
+            }
+        }
+        System.out.println("Warmup complete after " + iter + " iters!");
+
+        runEndTime = Instant.now().plus(runTime);
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> times = new ArrayList<>();
+        for (iter = 0;; iter++) {
+            long start = System.nanoTime();
+            sum2 += rankingService.rankResults(rankingContext, budget, docIds, false).size();
+            long end = System.nanoTime();
+            times.add((end - start)/1_000_000.);
+
+            if ((iter % 100) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                System.out.println(Duration.between(runStartTime, Instant.now()).toMillis() / 1000. + " best times: " + (allResults.size() / 4096.) *  times.stream().mapToDouble(Double::doubleValue).sorted().limit(3).average().orElse(-1));
+            }
+        }
+        System.out.println("Benchmark complete after " + iter + " iters!");
+        System.out.println("Best times: " + (allResults.size() / 4096.) *  times.stream().mapToDouble(Double::doubleValue).sorted().limit(3).average().orElse(-1));
+        System.out.println("Warmup sum: " + sum);
+        System.out.println("Main sum: " + sum2);
+        System.out.println(docIds.size());
+    }
+
+    public static void runExecution(Path homeDir,
+                                    Path indexDir,
+                                    String rawQuery) throws IOException, SQLException, InterruptedException {
+
+        CombinedIndexReader indexReader = createCombinedIndexReader(indexDir);
+        QueryFactory queryFactory = createQueryFactory(homeDir);
+        IndexResultRankingService rankingService = createIndexResultRankingService(indexDir, indexReader);
+
+        var queryLimits = RpcQueryLimits.newBuilder()
+                .setTimeoutMs(50)
+                .setResultsTotal(1000)
+                .setResultsByDomain(10)
+                .setFetchSize(4096)
+                .build();
+        SearchSpecification parsedQuery = queryFactory.createQuery(new QueryParams(rawQuery, queryLimits, "NONE", NsfwFilterTier.OFF), PrototypeRankingParameters.sensibleDefaults()).specs;
+        System.out.println("Query compiled to: " + parsedQuery.query.compiledQuery);
+
+        System.out.println("Running warmup loop!");
+        int sum = 0;
+
+        Instant runEndTime = Instant.now().plus(warmupTime);
+
+        int iter;
+        for (iter = 0;; iter++) {
+            SearchParameters searchParameters = new SearchParameters(parsedQuery, new SearchSetAny());
+            var execution = new IndexQueryExecution(searchParameters, rankingService, indexReader);
+            execution.run();
+            sum += execution.itemsProcessed();
+            if ((iter % 100) == 0 && Instant.now().isAfter(runEndTime)) {
+                break;
+            }
+        }
+        System.out.println("Warmup complete after " + iter + " iters!");
+
+        runEndTime = Instant.now().plus(runTime);
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> rates = new ArrayList<>();
+        for (iter = 0;; iter++) {
+            SearchParameters searchParameters = new SearchParameters(parsedQuery, new SearchSetAny());
+            var execution = new IndexQueryExecution(searchParameters, rankingService, indexReader);
+            long start = System.nanoTime();
+            execution.run();
+            long end = System.nanoTime();
+            sum2 += execution.itemsProcessed();
+            rates.add(execution.itemsProcessed() / ((end - start)/1_000_000_000.));
+
+            if ((iter % 100) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                System.out.println(Duration.between(runStartTime, Instant.now()).toMillis() / 1000. + " best rates: " +  rates.stream().mapToDouble(Double::doubleValue).map(i -> -i).sorted().map(i -> -i).limit(3).average().orElse(-1));
+            }
+        }
+        System.out.println("Benchmark complete after " + iter + " iters!");
+        System.out.println("Best counts: " + rates.stream().mapToDouble(Double::doubleValue).map(i -> -i).sorted().map(i -> -i).limit(3).average().orElse(-1));
+        System.out.println("Warmup sum: " + sum);
+        System.out.println("Main sum: " + sum2);
+    }
+
+    public static void runLookup(Path homeDir,
+                                    Path indexDir,
+                                    String rawQuery) throws IOException, SQLException
+    {
+
+        CombinedIndexReader indexReader = createCombinedIndexReader(indexDir);
+        QueryFactory queryFactory = createQueryFactory(homeDir);
+
+        var queryLimits = RpcQueryLimits.newBuilder()
+                .setTimeoutMs(10_000)
+                .setResultsTotal(1000)
+                .setResultsByDomain(10)
+                .setFetchSize(4096)
+                .build();
+        SearchSpecification parsedQuery = queryFactory.createQuery(new QueryParams(rawQuery, queryLimits, "NONE", NsfwFilterTier.OFF), PrototypeRankingParameters.sensibleDefaults()).specs;
+
+        System.out.println("Query compiled to: " + parsedQuery.query.compiledQuery);
+
+        SearchParameters searchParameters = new SearchParameters(parsedQuery, new SearchSetAny());
+
+
+        Instant runEndTime = Instant.now().plus(warmupTime);
+
+        LongQueryBuffer buffer = new LongQueryBuffer(4096);
+        int sum1 = 0;
+        int iter;
+        for (iter = 0;; iter++) {
+            List<IndexQuery> queries = indexReader.createQueries(new SearchTerms(searchParameters.query, searchParameters.compiledQueryIds), searchParameters.queryParams);
+
+            for (var query : queries) {
+                while (query.hasMore()) {
+                    query.getMoreResults(buffer);
+                    sum1 += buffer.end;
+                    buffer.reset();
+                }
+            }
+
+            if ((iter % 100) == 0 && Instant.now().isAfter(runEndTime)) {
+                break;
+            }
+        }
+
+        System.out.println("Warmup complete after " + iter + " iters with sum1 = " + sum1);
+
+        runEndTime = Instant.now().plus(runTime);
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> times = new ArrayList<>();
+        for (iter = 0;; iter++) {
+            List<IndexQuery> queries = indexReader.createQueries(new SearchTerms(searchParameters.query, searchParameters.compiledQueryIds), searchParameters.queryParams);
+
+            long start = System.nanoTime();
+            for (var query : queries) {
+                while (query.hasMore()) {
+                    query.getMoreResults(buffer);
+                    sum1 += buffer.end;
+                    buffer.reset();
+                }
+            }
+            long end = System.nanoTime();
+            times.add((end - start)/1_000_000.);
+
+            if ((iter % 100) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                System.out.println(Duration.between(runStartTime, Instant.now()).toMillis() / 1000. + " best times: " + times.stream().mapToDouble(Double::doubleValue).sorted().limit(3).average().orElse(-1));
+            }
+        }
+        System.out.println("Benchmark complete after " + iter + " iters!");
+        System.out.println("Best times: " + times.stream().mapToDouble(Double::doubleValue).sorted().limit(3).average().orElse(-1));
+        System.out.println("Warmup sum: " + sum1);
+        System.out.println("Main sum: " + sum2);
+    }
+}

code/index/index-reverse/java/nu/marginalia/index/FullReverseIndexReader.java

@@ -3,8 +3,8 @@ package nu.marginalia.index;
 import nu.marginalia.array.LongArray;
 import nu.marginalia.array.LongArrayFactory;
 import nu.marginalia.btree.BTreeReader;
-import nu.marginalia.index.positions.TermData;
 import nu.marginalia.index.positions.PositionsFileReader;
+import nu.marginalia.index.positions.TermData;
 import nu.marginalia.index.query.EmptyEntrySource;
 import nu.marginalia.index.query.EntrySource;
 import nu.marginalia.index.query.ReverseIndexRejectFilter;
@@ -161,12 +161,7 @@ public class FullReverseIndexReader {
         // Read the size and offset of the position data
         var offsets = reader.queryData(docIds, 1);
 
-        for (int i = 0; i < docIds.length; i++) {
-            if (offsets[i] == 0)
-                continue;
-            ret[i] = positionsFileReader.getTermData(arena, offsets[i]);
-        }
-        return ret;
+        return positionsFileReader.getTermData(arena, offsets);
     }
 
     public void close() {

code/index/index-reverse/java/nu/marginalia/index/positions/PositionsFileReader.java

@@ -5,39 +5,84 @@ import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
 import java.lang.foreign.Arena;
+import java.nio.ByteBuffer;
 import java.nio.channels.FileChannel;
 import java.nio.file.Path;
 import java.nio.file.StandardOpenOption;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ForkJoinPool;
 
+/** Reads positions data from the positions file */
 public class PositionsFileReader implements AutoCloseable {
-    private final FileChannel positions;
+
+    // We use multiple file channels to avoid reads becoming serialized by the kernel.
+    // If we don't do this, multi-threaded reads become strictly slower than single-threaded reads
+    // (which is why AsynchronousFileChannel sucks).
+
+    // This is likely the best option apart from O_DIRECT or FFI:ing in libaio or io_uring.
+
+    private final FileChannel[] positions;
+    private final ForkJoinPool forkJoinPool;
     private static final Logger logger = LoggerFactory.getLogger(PositionsFileReader.class);
 
     public PositionsFileReader(Path positionsFile) throws IOException {
-        this.positions = FileChannel.open(positionsFile, StandardOpenOption.READ);
+        this(positionsFile, 8);
     }
 
-    /** Get the positions for a term in the index, as pointed out by the encoded offset;
-     * intermediate buffers are allocated from the provided arena allocator. */
-    public TermData getTermData(Arena arena, long sizeEncodedOffset) {
-        int length = PositionCodec.decodeSize(sizeEncodedOffset);
-        long offset = PositionCodec.decodeOffset(sizeEncodedOffset);
-
-        var segment = arena.allocate(length);
-        var buffer = segment.asByteBuffer();
-
-        try {
-            positions.read(buffer, offset);
-        } catch (IOException e) {
-            throw new RuntimeException(e);
+    public PositionsFileReader(Path positionsFile, int nreaders) throws IOException {
+        positions = new FileChannel[nreaders];
+        for (int i = 0; i < positions.length; i++) {
+            positions[i] = FileChannel.open(positionsFile, StandardOpenOption.READ);
         }
-
-        return new TermData(buffer);
+        forkJoinPool = new ForkJoinPool(nreaders);
     }
 
     @Override
     public void close() throws IOException {
-        positions.close();
+        for (FileChannel fc : positions) {
+            fc.close();
+        }
+        forkJoinPool.close();
+    }
+
+    /** Get the positions for a keywords in the index, as pointed out by the encoded offsets;
+     * intermediate buffers are allocated from the provided arena allocator. */
+    public TermData[] getTermData(Arena arena, long[] offsets) {
+        TermData[] ret = new TermData[offsets.length];
+
+        int tasks = 0;
+        for (long l : offsets) if (l != 0) tasks++;
+
+        CountDownLatch cl = new CountDownLatch(tasks);
+
+        for (int i = 0; i < offsets.length; i++) {
+            long encodedOffset = offsets[i];
+            if (encodedOffset == 0) continue;
+
+            int idx = i;
+            int length = PositionCodec.decodeSize(encodedOffset);
+            long offset = PositionCodec.decodeOffset(encodedOffset);
+            ByteBuffer buffer = arena.allocate(length).asByteBuffer();
+
+            forkJoinPool.execute(() -> {
+                try {
+                    positions[idx % positions.length].read(buffer, offset);
+                    ret[idx] = new TermData(buffer);
+                    cl.countDown();
+                }
+                catch (IOException ex) {
+                    logger.error("Failed to read positions file", ex);
+                }
+            });
+        }
+
+        try {
+            cl.await();
+        } catch (InterruptedException e) {
+            throw new RuntimeException(e);
+        }
+
+        return ret;
     }
 
 }

code/index/index-reverse/test/nu/marginalia/index/PositionsFileReaderTest.java

@@ -11,7 +11,6 @@ import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
 import java.lang.foreign.Arena;
-import java.nio.ByteBuffer;
 import java.nio.file.Files;
 import java.nio.file.Path;
 
@@ -32,7 +31,6 @@ class PositionsFileReaderTest {
 
     @Test
     void getTermData() throws IOException {
-        ByteBuffer workArea = ByteBuffer.allocate(8192);
         long key1, key2, key3;
         try (PositionsFileConstructor constructor = new PositionsFileConstructor(file)) {
             key1 = constructor.add((byte) 43, VarintCodedSequence.generate(1, 2, 3).buffer());
@@ -44,20 +42,19 @@ class PositionsFileReaderTest {
         System.out.println("key2: " + Long.toHexString(key2));
         System.out.println("key3: " + Long.toHexString(key3));
 
-        try (Arena arena = Arena.ofConfined();
+        try (Arena arena = Arena.ofShared();
             PositionsFileReader reader = new PositionsFileReader(file))
         {
-            TermData data1 = reader.getTermData(arena, key1);
-            assertEquals(43, data1.flags());
-            assertEquals(IntList.of( 1, 2, 3), data1.positions().values());
+            TermData[] data = reader.getTermData(arena, new long[] { key1, key2, key3 });
 
-            TermData data2 = reader.getTermData(arena, key2);
-            assertEquals(51, data2.flags());
-            assertEquals(IntList.of(2, 3, 5, 1000, 5000, 20241), data2.positions().values());
+            assertEquals(43, data[0].flags());
+            assertEquals(IntList.of( 1, 2, 3), data[0].positions().values());
 
-            TermData data3 = reader.getTermData(arena, key3);
-            assertEquals(61, data3.flags());
-            assertEquals(IntList.of(3, 5, 7), data3.positions().values());
+            assertEquals(51, data[1].flags());
+            assertEquals(IntList.of(2, 3, 5, 1000, 5000, 20241), data[1].positions().values());
+
+            assertEquals(61, data[2].flags());
+            assertEquals(IntList.of(3, 5, 7), data[2].positions().values());
         }
     }
 }

code/index/java/nu/marginalia/domainranking/PageRankDomainRanker.java

@@ -1,10 +1,10 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
 import gnu.trove.list.TIntList;
 import gnu.trove.list.array.TIntArrayList;
-import nu.marginalia.ranking.domains.accumulator.RankingResultAccumulator;
-import nu.marginalia.ranking.domains.data.GraphSource;
-import nu.marginalia.ranking.domains.jgrapht.PersonalizedPageRank;
+import nu.marginalia.domainranking.accumulator.RankingResultAccumulator;
+import nu.marginalia.domainranking.data.GraphSource;
+import nu.marginalia.domainranking.jgrapht.PersonalizedPageRank;
 import org.jgrapht.Graph;
 import org.jgrapht.alg.interfaces.VertexScoringAlgorithm;
 import org.jgrapht.alg.scoring.PageRank;

code/index/java/nu/marginalia/domainranking/RankingAlgorithm.java

@@ -1,6 +1,6 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
-import nu.marginalia.ranking.domains.accumulator.RankingResultAccumulator;
+import nu.marginalia.domainranking.accumulator.RankingResultAccumulator;
 
 import java.util.function.Supplier;
 

code/index/java/nu/marginalia/domainranking/accumulator/RankingResultAccumulator.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.accumulator;
+package nu.marginalia.domainranking.accumulator;
 
 public interface RankingResultAccumulator<T> {
     void add(int domainId, int rank);

code/index/java/nu/marginalia/domainranking/accumulator/RankingResultBitSetAccumulator.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.accumulator;
+package nu.marginalia.domainranking.accumulator;
 
 import org.roaringbitmap.RoaringBitmap;
 

code/index/java/nu/marginalia/domainranking/accumulator/RankingResultHashMapAccumulator.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.accumulator;
+package nu.marginalia.domainranking.accumulator;
 
 import it.unimi.dsi.fastutil.ints.Int2IntOpenHashMap;
 

code/index/java/nu/marginalia/domainranking/accumulator/RankingResultHashSetAccumulator.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.accumulator;
+package nu.marginalia.domainranking.accumulator;
 
 import it.unimi.dsi.fastutil.ints.IntOpenHashSet;
 

code/index/java/nu/marginalia/domainranking/accumulator/RankingResultListAccumulator.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.accumulator;
+package nu.marginalia.domainranking.accumulator;
 
 import gnu.trove.list.array.TIntArrayList;
 

code/index/java/nu/marginalia/domainranking/data/AbstractGraphSource.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.data;
+package nu.marginalia.domainranking.data;
 
 import com.zaxxer.hikari.HikariDataSource;
 import org.jgrapht.Graph;

code/index/java/nu/marginalia/domainranking/data/GraphSource.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.data;
+package nu.marginalia.domainranking.data;
 
 import org.jgrapht.Graph;
 

code/index/java/nu/marginalia/domainranking/data/InvertedLinkGraphSource.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.data;
+package nu.marginalia.domainranking.data;
 
 import com.google.inject.Inject;
 import com.zaxxer.hikari.HikariDataSource;

code/index/java/nu/marginalia/domainranking/data/LinkGraphSource.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.data;
+package nu.marginalia.domainranking.data;
 
 import com.google.inject.Inject;
 import com.zaxxer.hikari.HikariDataSource;

code/index/java/nu/marginalia/domainranking/data/SimilarityGraphSource.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.data;
+package nu.marginalia.domainranking.data;
 
 import com.google.inject.Inject;
 import com.zaxxer.hikari.HikariDataSource;

code/index/java/nu/marginalia/domainranking/jgrapht/PersonalizedPageRank.java

@@ -1,4 +1,4 @@
-package nu.marginalia.ranking.domains.jgrapht;
+package nu.marginalia.domainranking.jgrapht;
 
 /*
  * (C) Copyright 2016-2023, by Dimitrios Michail and Contributors.
@@ -21,8 +21,9 @@ package nu.marginalia.ranking.domains.jgrapht;
 
 /* (modified by @vlofgren to add personalization) */
 
-import org.jgrapht.*;
-import org.jgrapht.alg.interfaces.*;
+import org.jgrapht.Graph;
+import org.jgrapht.Graphs;
+import org.jgrapht.alg.interfaces.VertexScoringAlgorithm;
 
 import java.util.*;
 

code/index/java/nu/marginalia/index/IndexGrpcService.java

@@ -2,28 +2,18 @@ package nu.marginalia.index;
 
 import com.google.inject.Inject;
 import com.google.inject.Singleton;
+import io.grpc.Status;
 import io.grpc.stub.StreamObserver;
 import io.prometheus.client.Counter;
 import io.prometheus.client.Gauge;
 import io.prometheus.client.Histogram;
-import it.unimi.dsi.fastutil.longs.LongArrayList;
 import nu.marginalia.api.searchquery.IndexApiGrpc;
 import nu.marginalia.api.searchquery.RpcDecoratedResultItem;
 import nu.marginalia.api.searchquery.RpcIndexQuery;
-import nu.marginalia.api.searchquery.RpcResultRankingParameters;
-import nu.marginalia.api.searchquery.model.compiled.CompiledQuery;
-import nu.marginalia.api.searchquery.model.compiled.CompiledQueryLong;
-import nu.marginalia.api.searchquery.model.compiled.CqDataInt;
 import nu.marginalia.api.searchquery.model.query.SearchSpecification;
-import nu.marginalia.api.searchquery.model.results.ResultRankingContext;
-import nu.marginalia.array.page.LongQueryBuffer;
 import nu.marginalia.index.index.StatefulIndex;
 import nu.marginalia.index.model.SearchParameters;
-import nu.marginalia.index.model.SearchTerms;
-import nu.marginalia.index.query.IndexQuery;
-import nu.marginalia.index.query.IndexSearchBudget;
 import nu.marginalia.index.results.IndexResultRankingService;
-import nu.marginalia.index.results.model.ids.CombinedDocIdList;
 import nu.marginalia.index.searchset.SearchSet;
 import nu.marginalia.index.searchset.SearchSetsService;
 import nu.marginalia.index.searchset.SmallSearchSet;
@@ -34,14 +24,7 @@ import org.slf4j.LoggerFactory;
 import org.slf4j.Marker;
 import org.slf4j.MarkerFactory;
 
-import java.util.BitSet;
 import java.util.List;
-import java.util.concurrent.ArrayBlockingQueue;
-import java.util.concurrent.Executor;
-import java.util.concurrent.Executors;
-import java.util.concurrent.TimeUnit;
-import java.util.concurrent.atomic.AtomicInteger;
-import java.util.concurrent.atomic.AtomicLong;
 
 @Singleton
 public class IndexGrpcService
@@ -87,23 +70,22 @@ public class IndexGrpcService
     private final StatefulIndex statefulIndex;
     private final SearchSetsService searchSetsService;
 
-    private final IndexResultRankingService resultValuator;
+    private final IndexResultRankingService rankingService;
 
     private final String nodeName;
 
-    private static final int indexValuationThreads = Integer.getInteger("index.valuationThreads", 16);
 
     @Inject
     public IndexGrpcService(ServiceConfiguration serviceConfiguration,
                             StatefulIndex statefulIndex,
                             SearchSetsService searchSetsService,
-                            IndexResultRankingService resultValuator)
+                            IndexResultRankingService rankingService)
     {
         var nodeId = serviceConfiguration.node();
         this.nodeName = Integer.toString(nodeId);
         this.statefulIndex = statefulIndex;
         this.searchSetsService = searchSetsService;
-        this.resultValuator = resultValuator;
+        this.rankingService = rankingService;
     }
 
     // GRPC endpoint
@@ -120,7 +102,13 @@ public class IndexGrpcService
                     .time(() -> {
                         // Perform the search
                         try {
-                            return executeSearch(params);
+
+                            if (!statefulIndex.isLoaded()) {
+                                // Short-circuit if the index is not loaded, as we trivially know that there can be no results
+                                return List.of();
+                            }
+
+                            return new IndexQueryExecution(params, rankingService, statefulIndex.get()).run();
                         }
                         catch (Exception ex) {
                             logger.error("Error in handling request", ex);
@@ -148,7 +136,7 @@ public class IndexGrpcService
         }
         catch (Exception ex) {
             logger.error("Error in handling request", ex);
-            responseObserver.onError(ex);
+            responseObserver.onError(Status.INTERNAL.withCause(ex).asRuntimeException());
         }
     }
 
@@ -156,7 +144,12 @@ public class IndexGrpcService
     // exists for test access
     public List<RpcDecoratedResultItem> justQuery(SearchSpecification specsSet) {
         try {
-            return executeSearch(new SearchParameters(specsSet, getSearchSet(specsSet)));
+            if (!statefulIndex.isLoaded()) {
+                // Short-circuit if the index is not loaded, as we trivially know that there can be no results
+                return List.of();
+            }
+
+            return new IndexQueryExecution(new SearchParameters(specsSet, getSearchSet(specsSet)), rankingService, statefulIndex.get()).run();
         }
         catch (Exception ex) {
             logger.error("Error in handling request", ex);
@@ -182,262 +175,6 @@ public class IndexGrpcService
         return searchSetsService.getSearchSetByName(request.getSearchSetIdentifier());
     }
 
-    // accessible for tests
-    public List<RpcDecoratedResultItem> executeSearch(SearchParameters params) throws Exception {
-
-        if (!statefulIndex.isLoaded()) {
-            // Short-circuit if the index is not loaded, as we trivially know that there can be no results
-            return List.of();
-        }
-
-        ResultRankingContext rankingContext = createRankingContext(params.rankingParams,
-                params.compiledQuery,
-                params.compiledQueryIds);
-
-        var queryExecution = new QueryExecution(rankingContext, params.fetchSize);
-
-        List<RpcDecoratedResultItem> ret = queryExecution.run(params);
-
-        wmsa_index_query_exec_block_time
-                .labels(nodeName)
-                .set(queryExecution.getBlockTime() / 1000.);
-        wmsa_index_query_exec_stall_time
-                .labels(nodeName)
-                .set(queryExecution.getStallTime() / 1000.);
-
-        return ret;
-    }
-
-    /** This class is responsible for ranking the results and adding the best results to the
-     * resultHeap, which depending on the state of the indexLookup threads may or may not block
-     */
-    private ResultRankingContext createRankingContext(RpcResultRankingParameters rankingParams,
-                                                      CompiledQuery<String> compiledQuery,
-                                                      CompiledQueryLong compiledQueryIds)
-    {
-
-        int[] full = new int[compiledQueryIds.size()];
-        int[] prio = new int[compiledQueryIds.size()];
-
-        BitSet ngramsMask = new BitSet(compiledQuery.size());
-        BitSet regularMask = new BitSet(compiledQuery.size());
-
-        var currentIndex = statefulIndex.get();
-
-        for (int idx = 0; idx < compiledQueryIds.size(); idx++) {
-            long id = compiledQueryIds.at(idx);
-            full[idx] = currentIndex.numHits(id);
-            prio[idx] = currentIndex.numHitsPrio(id);
-
-            if (compiledQuery.at(idx).contains("_")) {
-                ngramsMask.set(idx);
-            }
-            else {
-                regularMask.set(idx);
-            }
-        }
-
-        return new ResultRankingContext(currentIndex.totalDocCount(),
-                rankingParams,
-                ngramsMask,
-                regularMask,
-                new CqDataInt(full),
-                new CqDataInt(prio));
-    }
-
-    /** This class is responsible for executing a search query. It uses a thread pool to
-     * execute the subqueries and their valuation in parallel. The results are then combined
-     * into a bounded priority queue, and finally the best results are returned.
-     */
-    private class QueryExecution {
-
-        private static final Executor workerPool = Executors.newCachedThreadPool();
-
-        /** The queue where the results from the index lookup threads are placed,
-         * pending ranking by the result ranker threads */
-        private final ArrayBlockingQueue<CombinedDocIdList> resultCandidateQueue
-                = new ArrayBlockingQueue<>(64);
-        private final ResultPriorityQueue resultHeap;
-
-        private final ResultRankingContext resultRankingContext;
-        private final AtomicInteger remainingIndexTasks = new AtomicInteger(0);
-
-        private final AtomicInteger remainingValuationTasks = new AtomicInteger(0);
-        private final AtomicLong blockTime = new AtomicLong(0);
-
-        private final AtomicLong stallTime = new AtomicLong(0);
-
-        public long getStallTime() {
-            return stallTime.get();
-        }
-
-        public long getBlockTime() {
-            return blockTime.get();
-        }
-
-        private QueryExecution(ResultRankingContext resultRankingContext, int maxResults) {
-            this.resultRankingContext = resultRankingContext;
-            this.resultHeap = new ResultPriorityQueue(maxResults);
-        }
-
-        /** Execute a search query */
-        public List<RpcDecoratedResultItem> run(SearchParameters parameters) throws Exception {
-
-            var terms = new SearchTerms(parameters.query, parameters.compiledQueryIds);
-
-            var currentIndex = statefulIndex.get();
-            for (var indexQuery : currentIndex.createQueries(terms, parameters.queryParams)) {
-                workerPool.execute(new IndexLookup(indexQuery, parameters.budget));
-            }
-
-            for (int i = 0; i < indexValuationThreads; i++) {
-                workerPool.execute(new ResultRanker(parameters, resultRankingContext));
-            }
-
-            // Wait for all tasks to complete
-            awaitCompletion();
-
-            // Return the best results
-            return resultValuator.selectBestResults(parameters, resultRankingContext, resultHeap);
-        }
-
-        /** Wait for all tasks to complete */
-        private void awaitCompletion() throws InterruptedException {
-            synchronized (remainingValuationTasks) {
-                while (remainingValuationTasks.get() > 0) {
-                    remainingValuationTasks.wait(20);
-                }
-            }
-        }
-        /** This class is responsible for executing a subquery and adding the results to the
-         * resultCandidateQueue, which depending on the state of the valuator threads may
-         * or may not block */
-        class IndexLookup implements Runnable {
-            private final IndexQuery query;
-
-            private final IndexSearchBudget budget;
-
-            IndexLookup(IndexQuery query,
-                        IndexSearchBudget budget) {
-                this.query = query;
-                this.budget = budget;
-
-                remainingIndexTasks.incrementAndGet();
-            }
-
-            public void run() {
-                try {
-                    executeSearch();
-                }
-                catch (Exception ex) {
-                    logger.error("Error in index lookup", ex);
-                }
-                finally {
-                    synchronized (remainingIndexTasks) {
-                        if (remainingIndexTasks.decrementAndGet() == 0) {
-                            remainingIndexTasks.notifyAll();
-                        }
-                    }
-                }
-            }
-
-            private void executeSearch() {
-                final LongArrayList results = new LongArrayList(16);
-
-                // These queries are different indices for one subquery
-                final LongQueryBuffer buffer = new LongQueryBuffer(4096);
-
-                while (query.hasMore() && budget.hasTimeLeft())
-                {
-                    buffer.reset();
-                    query.getMoreResults(buffer);
-
-                    for (int i = 0; i < buffer.end; i+=16) {
-                        for (int j = 0; j < Math.min(buffer.end - i, 16); j++) {
-                            results.add(buffer.data.get(i+j));
-                        }
-                        enqueueResults(new CombinedDocIdList(results));
-                        results.clear();
-                    }
-                }
-
-                buffer.dispose();
-            }
-
-            private void enqueueResults(CombinedDocIdList resultIds) {
-                long remainingTime = budget.timeLeft();
-
-                try {
-                    if (!resultCandidateQueue.offer(resultIds)) {
-                        long start = System.currentTimeMillis();
-                        resultCandidateQueue.offer(resultIds, remainingTime, TimeUnit.MILLISECONDS);
-                        blockTime.addAndGet(System.currentTimeMillis() - start);
-                    }
-                }
-                catch (InterruptedException e) {
-                    logger.warn("Interrupted while waiting to offer resultIds to queue", e);
-                }
-            }
-
-        }
-        class ResultRanker implements Runnable {
-            private final SearchParameters parameters;
-
-            private final ResultRankingContext rankingContext;
-
-            ResultRanker(SearchParameters parameters, ResultRankingContext rankingContext) {
-                this.parameters = parameters;
-                this.rankingContext = rankingContext;
-
-                remainingValuationTasks.incrementAndGet();
-            }
-
-            public void run() {
-                try {
-                    while (parameters.budget.timeLeft() > 0 && execute());
-                }
-                catch (InterruptedException e) {
-                    logger.warn("Interrupted while waiting to poll resultIds from queue", e);
-                }
-                catch (Exception e) {
-                    logger.error("Exception while ranking results", e);
-                }
-                finally {
-                    synchronized (remainingValuationTasks) {
-                        if (remainingValuationTasks.decrementAndGet() == 0)
-                            remainingValuationTasks.notifyAll();
-                    }
-                }
-            }
-
-            private boolean execute() throws Exception {
-                long start = System.currentTimeMillis();
-
-                // Do a relatively short poll to ensure we terminate in a timely manner
-                // in the event all work is done
-                final long pollTime = Math.clamp(parameters.budget.timeLeft(), 1, 5);
-                CombinedDocIdList resultIds = resultCandidateQueue.poll(pollTime, TimeUnit.MILLISECONDS);
-
-                if (resultIds == null) {
-                    // check if we are done and can terminate
-                    if (remainingIndexTasks.get() == 0 && resultCandidateQueue.isEmpty()) {
-                        return false;
-                    }
-                }
-                else {
-                    stallTime.addAndGet(System.currentTimeMillis() - start);
-
-                    resultHeap.addAll(
-                            resultValuator.rankResults(parameters, false, rankingContext, resultIds)
-                    );
-                }
-
-                return true; // keep going
-            }
-
-        }
-
-    }
 
 }
 

code/index/java/nu/marginalia/index/IndexQueryExecution.java

@@ -0,0 +1,137 @@
+package nu.marginalia.index;
+
+import nu.marginalia.api.searchquery.RpcDecoratedResultItem;
+import nu.marginalia.array.page.LongQueryBuffer;
+import nu.marginalia.index.index.CombinedIndexReader;
+import nu.marginalia.index.model.ResultRankingContext;
+import nu.marginalia.index.model.SearchParameters;
+import nu.marginalia.index.model.SearchTerms;
+import nu.marginalia.index.query.IndexQuery;
+import nu.marginalia.index.query.IndexSearchBudget;
+import nu.marginalia.index.results.IndexResultRankingService;
+import nu.marginalia.index.results.model.ids.CombinedDocIdList;
+
+import java.sql.SQLException;
+import java.util.List;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ForkJoinPool;
+
+/** Performs an index query */
+public class IndexQueryExecution {
+
+    private static final int indexValuationThreads = Integer.getInteger("index.valuationThreads", 16);
+
+    private static final ForkJoinPool lookupPool = new ForkJoinPool(indexValuationThreads);
+    private static final ForkJoinPool evaluationPool = new ForkJoinPool(indexValuationThreads);
+
+    private final IndexResultRankingService rankingService;
+
+    private final ResultRankingContext rankingContext;
+    private final List<IndexQuery> queries;
+    private final IndexSearchBudget budget;
+    private final ResultPriorityQueue resultHeap;
+    private final CountDownLatch executionCountdown;
+
+    private final int limitTotal;
+    private final int limitByDomain;
+
+    private int evaluationJobCounter;
+
+    public IndexQueryExecution(SearchParameters params,
+                               IndexResultRankingService rankingService,
+                               CombinedIndexReader currentIndex) {
+        this.rankingService = rankingService;
+
+        resultHeap = new ResultPriorityQueue(params.fetchSize);
+
+        budget = params.budget;
+        limitByDomain = params.limitByDomain;
+        limitTotal = params.limitTotal;
+
+        rankingContext = ResultRankingContext.create(currentIndex, params);
+        queries = currentIndex.createQueries(new SearchTerms(params.query, params.compiledQueryIds), params.queryParams);
+        executionCountdown = new CountDownLatch(queries.size());
+
+        evaluationJobCounter = 0;
+    }
+
+    public List<RpcDecoratedResultItem> run() throws InterruptedException, SQLException {
+        // Spawn lookup tasks for each query
+        for (IndexQuery query : queries) {
+            lookupPool.execute(() -> lookup(query));
+        }
+
+        // Await lookup task termination (this guarantees we're no longer creating new evaluation tasks)
+        executionCountdown.await();
+
+        // Await evaluation task termination
+        synchronized (IndexQueryExecution.this) {
+            while (evaluationJobCounter > 0 && budget.hasTimeLeft()) {
+                IndexQueryExecution.this.wait(budget.timeLeft());
+            }
+        }
+
+        // Final result selection
+        return rankingService.selectBestResults(limitByDomain, limitTotal, rankingContext, resultHeap);
+    }
+
+    private void lookup(IndexQuery query) {
+        final LongQueryBuffer buffer = new LongQueryBuffer(1024);
+        try {
+            while (query.hasMore() && budget.hasTimeLeft()) {
+
+                buffer.reset();
+                query.getMoreResults(buffer);
+
+                if (buffer.isEmpty())
+                    continue;
+
+                CombinedDocIdList docIds = new CombinedDocIdList(buffer);
+
+                boolean stealWork = false;
+                synchronized (IndexQueryExecution.this) {
+                    // Hold off on spawning new evaluation jobs if we have too many queued
+                    // to avoid backpressure, instead steal work into the lookup thread
+                    // in this scenario
+
+                    if (evaluationJobCounter > indexValuationThreads * 8) {
+                        stealWork = true;
+                    }
+                    else {
+                        evaluationJobCounter++;
+                    }
+                }
+
+                if (stealWork) {
+                    resultHeap.addAll(rankingService.rankResults(rankingContext, budget, docIds, false));
+                }
+                else {
+                    // Spawn an evaluation task
+                    evaluationPool.execute(() -> evaluate(docIds));
+                }
+            }
+        } finally {
+            buffer.dispose();
+            executionCountdown.countDown();
+        }
+    }
+
+    private void evaluate(CombinedDocIdList docIds) {
+        try {
+            if (!budget.hasTimeLeft())
+                return;
+            resultHeap.addAll(rankingService.rankResults(rankingContext, budget, docIds, false));
+        } finally {
+            synchronized (IndexQueryExecution.this) {
+                if (--evaluationJobCounter == 0) {
+                    IndexQueryExecution.this.notifyAll();
+                }
+            }
+        }
+    }
+
+    public int itemsProcessed() {
+        return resultHeap.getItemsProcessed();
+    }
+
+}

code/index/java/nu/marginalia/index/ResultPriorityQueue.java

@@ -1,116 +1,59 @@
 package nu.marginalia.index;
 
+import com.google.common.collect.MinMaxPriorityQueue;
 import it.unimi.dsi.fastutil.longs.LongOpenHashSet;
 import nu.marginalia.api.searchquery.model.results.SearchResultItem;
 import org.jetbrains.annotations.NotNull;
 
-import java.util.*;
+import java.util.Collection;
+import java.util.Comparator;
+import java.util.Iterator;
 
 /** A priority queue for search results. This class is not thread-safe,
  * in general, except for concurrent use of the addAll method.
  * <p></p>
- * The class implements a subset of the Collection interface, and
- * is intended to be used as a priority queue for search results,
- * with a maximum size.
- * <p></p>
  * Since the expected use case is to add a large number of items
  * and then iterate over the items, the class is optimized for
  * this scenario, and does not implement other mutating methods
  * than addAll().
  */
-public class ResultPriorityQueue implements Iterable<SearchResultItem>,
-        Collection<SearchResultItem> {
-    private final int limit;
-    private final ArrayList<SearchResultItem> backingList = new ArrayList<>();
+public class ResultPriorityQueue implements Iterable<SearchResultItem> {
     private final LongOpenHashSet idsInSet = new LongOpenHashSet();
+    private final MinMaxPriorityQueue<SearchResultItem> queue;
+
+    private int itemsProcessed = 0;
 
     public ResultPriorityQueue(int limit) {
-        this.limit = limit;
+        this.queue = MinMaxPriorityQueue.<SearchResultItem>orderedBy(Comparator.naturalOrder()).maximumSize(limit).create();
     }
 
     public Iterator<SearchResultItem> iterator() {
-        return backingList.iterator();
-    }
-
-    @NotNull
-    @Override
-    public Object[] toArray() {
-        return backingList.toArray();
-    }
-
-    @NotNull
-    @Override
-    public <T> T[] toArray(@NotNull T[] a) {
-        return backingList.toArray(a);
-    }
-
-    @Override
-    public boolean add(SearchResultItem searchResultItem) {
-        throw new UnsupportedOperationException("Use addAll instead");
-    }
-
-    @Override
-    public boolean remove(Object o) {
-        throw new UnsupportedOperationException();
-    }
-
-    @Override
-    public boolean containsAll(@NotNull Collection<?> c) {
-        return idsInSet.containsAll(c);
+        return queue.iterator();
     }
 
     /** Adds all items to the queue, and returns true if any items were added.
      * This is a thread-safe operation.
      */
-    @Override
     public synchronized boolean addAll(@NotNull Collection<? extends SearchResultItem> items) {
-        boolean itemsAdded = false;
-        for (var item: items) {
-            if (idsInSet.add(item.getDocumentId())) {
-                backingList.add(item);
-                itemsAdded = true;
-            }
-        }
-        if (!itemsAdded) {
-            return false;
-        }
+        itemsProcessed+=items.size();
 
-        backingList.sort(Comparator.naturalOrder());
-        if (backingList.size() > limit) {
-            backingList.subList(limit, backingList.size()).clear();
+        for (var item : items) {
+            if (idsInSet.add(item.getDocumentId())) {
+                queue.add(item);
+            }
         }
 
         return true;
     }
 
-    @Override
-    public boolean removeAll(@NotNull Collection<?> c) {
-        throw new UnsupportedOperationException();
-    }
-
-    @Override
-    public boolean retainAll(@NotNull Collection<?> c) {
-        throw new UnsupportedOperationException();
-    }
-
-    @Override
-    public void clear() {
-        backingList.clear();
-        idsInSet.clear();
-    }
-
     public int size() {
-        return backingList.size();
+        return queue.size();
+    }
+    public int getItemsProcessed() {
+        return itemsProcessed;
     }
-
-    @Override
     public boolean isEmpty() {
-        return backingList.isEmpty();
-    }
-
-    @Override
-    public boolean contains(Object o) {
-        return backingList.contains(o);
+        return queue.isEmpty();
     }
 
 }

code/index/java/nu/marginalia/index/index/CombinedIndexReader.java

@@ -205,14 +205,19 @@ public class CombinedIndexReader {
         return forwardIndexReader.getDocumentSize(docId);
     }
 
-    /** Retrieves the document spans for the specified document */
-    public DocumentSpans getDocumentSpans(Arena arena, long docId) {
-        return forwardIndexReader.getDocumentSpans(arena, docId);
+    /** Retrieves the document spans for the specified documents */
+    public DocumentSpans[] getDocumentSpans(Arena arena, CombinedDocIdList docIds) {
+        long[] decodedIDs = docIds.array();
+        for (int i = 0; i < decodedIDs.length; i++) {
+            decodedIDs[i] = UrlIdCodec.removeRank(decodedIDs[i]);
+        }
+
+        return forwardIndexReader.getDocumentSpans(arena, decodedIDs);
     }
 
     /** Close the indexes (this is not done immediately)
      * */
-    public void close() throws InterruptedException {
+    public void close() {
        /* Delay the invocation of close method to allow for a clean shutdown of the service.
         *
         * This is especially important when using Unsafe-based LongArrays, since we have
@@ -227,7 +232,7 @@ public class CombinedIndexReader {
     }
 
 
-    private void delayedCall(Runnable call, Duration delay) throws InterruptedException {
+    private void delayedCall(Runnable call, Duration delay) {
         Thread.ofPlatform().start(() -> {
             try {
                 TimeUnit.SECONDS.sleep(delay.toSeconds());
@@ -248,12 +253,13 @@ public class CombinedIndexReader {
 class ParamMatchingQueryFilter implements QueryFilterStepIf {
     private final QueryParams params;
     private final ForwardIndexReader forwardIndexReader;
-
+    private final boolean imposesMetaConstraint;
     public ParamMatchingQueryFilter(QueryParams params,
                                     ForwardIndexReader forwardIndexReader)
     {
         this.params = params;
         this.forwardIndexReader = forwardIndexReader;
+        this.imposesMetaConstraint = params.imposesDomainMetadataConstraint();
     }
 
     @Override
@@ -261,12 +267,16 @@ class ParamMatchingQueryFilter implements QueryFilterStepIf {
         long docId = UrlIdCodec.removeRank(combinedId);
         int domainId = UrlIdCodec.getDomainId(docId);
 
-        long meta = forwardIndexReader.getDocMeta(docId);
-
-        if (!validateDomain(domainId, meta)) {
+        if (!validateDomain(domainId)) {
             return false;
         }
 
+        if (!imposesMetaConstraint) {
+            return true;
+        }
+
+        long meta = forwardIndexReader.getDocMeta(docId);
+
         if (!validateQuality(meta)) {
             return false;
         }
@@ -286,8 +296,8 @@ class ParamMatchingQueryFilter implements QueryFilterStepIf {
         return true;
     }
 
-    private boolean validateDomain(int domainId, long meta) {
-        return params.searchSet().contains(domainId, meta);
+    private boolean validateDomain(int domainId) {
+        return params.searchSet().contains(domainId);
     }
 
     private boolean validateQuality(long meta) {

code/index/java/nu/marginalia/index/index/StatefulIndex.java

@@ -35,6 +35,13 @@ public class StatefulIndex {
         this.eventLog = eventLog;
     }
 
+    /** For use in testing only */
+    public StatefulIndex(CombinedIndexReader combinedIndexReader) {
+        this.combinedIndexReader = combinedIndexReader;
+        this.servicesFactory = null;
+        this.eventLog = null;
+    }
+
     public void init() {
         Lock lock = indexReplacementLock.writeLock();
 

code/index/java/nu/marginalia/index/model/QueryParams.java

@@ -1,8 +1,9 @@
 package nu.marginalia.index.model;
 
-import nu.marginalia.index.searchset.SearchSet;
 import nu.marginalia.index.query.limit.QueryStrategy;
 import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.index.query.limit.SpecificationLimitType;
+import nu.marginalia.index.searchset.SearchSet;
 
 import java.util.Objects;
 
@@ -41,6 +42,13 @@ public final class QueryParams {
         this.queryStrategy = queryStrategy;
     }
 
+    public boolean imposesDomainMetadataConstraint() {
+        return qualityLimit.type() != SpecificationLimitType.NONE
+                ||  year.type() != SpecificationLimitType.NONE
+                ||  size.type() != SpecificationLimitType.NONE
+                ||  rank.type() != SpecificationLimitType.NONE;
+    }
+
     public SpecificationLimit qualityLimit() {
         return qualityLimit;
     }

code/index/java/nu/marginalia/index/model/ResultRankingContext.java

@@ -0,0 +1,106 @@
+package nu.marginalia.index.model;
+
+import nu.marginalia.api.searchquery.RpcResultRankingParameters;
+import nu.marginalia.api.searchquery.model.compiled.CompiledQuery;
+import nu.marginalia.api.searchquery.model.compiled.CompiledQueryLong;
+import nu.marginalia.api.searchquery.model.compiled.CqDataInt;
+import nu.marginalia.api.searchquery.model.query.SearchQuery;
+import nu.marginalia.index.index.CombinedIndexReader;
+
+import java.util.BitSet;
+
+public class ResultRankingContext {
+    private final int docCount;
+    public final RpcResultRankingParameters params;
+    public final SearchQuery searchQuery;
+    public final QueryParams queryParams;
+
+    public final CompiledQuery<String> compiledQuery;
+    public final CompiledQueryLong compiledQueryIds;
+
+    public final BitSet regularMask;
+    public final BitSet ngramsMask;
+
+    /** CqDataInt associated with frequency information of the terms in the query
+     * in the full index.  The dataset is indexed by the compiled query. */
+    public final CqDataInt fullCounts;
+
+    /** CqDataInt associated with frequency information of the terms in the query
+     * in the full index.  The dataset is indexed by the compiled query. */
+    public final CqDataInt priorityCounts;
+
+    public static ResultRankingContext create(CombinedIndexReader currentIndex, SearchParameters searchParameters) {
+
+        var compiledQueryIds = searchParameters.compiledQueryIds;
+        var compiledQuery = searchParameters.compiledQuery;
+
+        int[] full = new int[compiledQueryIds.size()];
+        int[] prio = new int[compiledQueryIds.size()];
+
+        BitSet ngramsMask = new BitSet(compiledQuery.size());
+        BitSet regularMask = new BitSet(compiledQuery.size());
+
+        for (int idx = 0; idx < compiledQueryIds.size(); idx++) {
+            long id = compiledQueryIds.at(idx);
+            full[idx] = currentIndex.numHits(id);
+            prio[idx] = currentIndex.numHitsPrio(id);
+
+            if (compiledQuery.at(idx).contains("_")) {
+                ngramsMask.set(idx);
+            }
+            else {
+                regularMask.set(idx);
+            }
+        }
+
+        return new ResultRankingContext(currentIndex.totalDocCount(),
+                searchParameters,
+                compiledQuery,
+                compiledQueryIds,
+                ngramsMask,
+                regularMask,
+                new CqDataInt(full),
+                new CqDataInt(prio));
+    }
+
+    public ResultRankingContext(int docCount,
+                                SearchParameters searchParameters,
+                                CompiledQuery<String> compiledQuery,
+                                CompiledQueryLong compiledQueryIds,
+                                BitSet ngramsMask,
+                                BitSet regularMask,
+                                CqDataInt fullCounts,
+                                CqDataInt prioCounts)
+    {
+        this.docCount = docCount;
+
+        this.searchQuery = searchParameters.query;
+        this.params = searchParameters.rankingParams;
+        this.queryParams = searchParameters.queryParams;
+
+        this.compiledQuery = compiledQuery;
+        this.compiledQueryIds = compiledQueryIds;
+
+        this.ngramsMask = ngramsMask;
+        this.regularMask = regularMask;
+
+        this.fullCounts = fullCounts;
+        this.priorityCounts = prioCounts;
+    }
+
+    public int termFreqDocCount() {
+        return docCount;
+    }
+
+    @Override
+    public String toString() {
+        return "ResultRankingContext{" +
+                "docCount=" + docCount +
+                ", params=" + params +
+                ", regularMask=" + regularMask +
+                ", ngramsMask=" + ngramsMask +
+                ", fullCounts=" + fullCounts +
+                ", priorityCounts=" + priorityCounts +
+                '}';
+    }
+}

code/index/java/nu/marginalia/index/results/Bm25GraphVisitor.java

@@ -2,7 +2,7 @@ package nu.marginalia.index.results;
 
 import nu.marginalia.api.searchquery.model.compiled.CqDataInt;
 import nu.marginalia.api.searchquery.model.compiled.CqExpression;
-import nu.marginalia.api.searchquery.model.results.ResultRankingContext;
+import nu.marginalia.index.model.ResultRankingContext;
 
 import java.util.BitSet;
 import java.util.List;

code/index/java/nu/marginalia/index/results/IndexResultRankingService.java

@@ -12,13 +12,15 @@ import nu.marginalia.api.searchquery.model.compiled.CompiledQuery;
 import nu.marginalia.api.searchquery.model.compiled.CqDataLong;
 import nu.marginalia.api.searchquery.model.query.SearchPhraseConstraint;
 import nu.marginalia.api.searchquery.model.query.SearchQuery;
-import nu.marginalia.api.searchquery.model.results.ResultRankingContext;
 import nu.marginalia.api.searchquery.model.results.SearchResultItem;
 import nu.marginalia.api.searchquery.model.results.debug.DebugRankingFactors;
+import nu.marginalia.index.ResultPriorityQueue;
+import nu.marginalia.index.forward.spans.DocumentSpans;
 import nu.marginalia.index.index.CombinedIndexReader;
 import nu.marginalia.index.index.StatefulIndex;
-import nu.marginalia.index.model.SearchParameters;
+import nu.marginalia.index.model.ResultRankingContext;
 import nu.marginalia.index.model.SearchTermsUtil;
+import nu.marginalia.index.query.IndexSearchBudget;
 import nu.marginalia.index.results.model.PhraseConstraintGroupList;
 import nu.marginalia.index.results.model.QuerySearchTerms;
 import nu.marginalia.index.results.model.ids.CombinedDocIdList;
@@ -32,7 +34,10 @@ import org.slf4j.LoggerFactory;
 
 import java.lang.foreign.Arena;
 import java.sql.SQLException;
-import java.util.*;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
 
 @Singleton
 public class IndexResultRankingService {
@@ -52,15 +57,16 @@ public class IndexResultRankingService {
         this.domainRankingOverrides = domainRankingOverrides;
     }
 
-    public List<SearchResultItem> rankResults(SearchParameters params,
-                                              boolean exportDebugData,
+    public List<SearchResultItem> rankResults(
             ResultRankingContext rankingContext,
-                                              CombinedDocIdList resultIds)
+            IndexSearchBudget budget,
+            CombinedDocIdList resultIds,
+            boolean exportDebugData)
     {
         if (resultIds.isEmpty())
             return List.of();
 
-        IndexResultScoreCalculator resultRanker = new IndexResultScoreCalculator(statefulIndex, domainRankingOverrides, rankingContext, params);
+        IndexResultScoreCalculator resultRanker = new IndexResultScoreCalculator(statefulIndex, domainRankingOverrides, rankingContext);
 
         List<SearchResultItem> results = new ArrayList<>(resultIds.size());
 
@@ -68,13 +74,11 @@ public class IndexResultRankingService {
         // this may change during the calculation, but we don't want to switch over mid-calculation
         final CombinedIndexReader currentIndex = statefulIndex.get();
 
-        final QuerySearchTerms searchTerms = getSearchTerms(params.compiledQuery, params.query);
+        final QuerySearchTerms searchTerms = getSearchTerms(rankingContext.compiledQuery, rankingContext.searchQuery);
         final int termCount = searchTerms.termIdsAll.size();
 
-        // We use an arena for the position data to avoid gc pressure
-        // from the gamma coded sequences, which can be large and have a lifetime
-        // that matches the try block here
-        try (var arena = Arena.ofConfined()) {
+        // We use an arena for the position and spans data to limit gc pressure
+        try (var arena = Arena.ofShared()) {
 
             TermMetadataList[] termsForDocs = new TermMetadataList[termCount];
             for (int ti = 0; ti < termCount; ti++) {
@@ -87,11 +91,12 @@ public class IndexResultRankingService {
 
             long[] flags = new long[termCount];
             CodedSequence[] positions = new CodedSequence[termCount];
+            DocumentSpans[] documentSpans = currentIndex.getDocumentSpans(arena, resultIds);
 
             // Iterate over documents by their index in the combinedDocIds, as we need the index for the
             // term data arrays as well
 
-            for (int i = 0; i < resultIds.size(); i++) {
+            for (int i = 0; i < resultIds.size() && budget.hasTimeLeft(); i++) {
 
                 // Prepare term-level data for the document
                 for (int ti = 0; ti < flags.length; ti++) {
@@ -109,14 +114,15 @@ public class IndexResultRankingService {
                 }
 
                 if (!exportDebugData) {
-                    var score = resultRanker.calculateScore(arena, null, resultIds.at(i), searchTerms, flags, positions);
+                    var score = resultRanker.calculateScore(null, resultIds.at(i), searchTerms, flags, positions, documentSpans[i]);
                     if (score != null) {
                         results.add(score);
                     }
                 }
                 else {
                     var rankingFactors = new DebugRankingFactors();
-                    var score = resultRanker.calculateScore(arena, rankingFactors, resultIds.at(i), searchTerms, flags, positions);
+                    var score = resultRanker.calculateScore( rankingFactors, resultIds.at(i), searchTerms, flags, positions, documentSpans[i]);
+
                     if (score != null) {
                         score.debugRankingFactors = rankingFactors;
                         results.add(score);
@@ -129,19 +135,20 @@ public class IndexResultRankingService {
     }
 
 
-    public List<RpcDecoratedResultItem> selectBestResults(SearchParameters params,
+    public List<RpcDecoratedResultItem> selectBestResults(int limitByDomain,
+                                                          int limitTotal,
                                                           ResultRankingContext resultRankingContext,
-                                                          Collection<SearchResultItem> results) throws SQLException {
+                                                          ResultPriorityQueue results) throws SQLException {
 
-        var domainCountFilter = new IndexResultDomainDeduplicator(params.limitByDomain);
+        var domainCountFilter = new IndexResultDomainDeduplicator(limitByDomain);
 
         List<SearchResultItem> resultsList = new ArrayList<>(results.size());
-        TLongList idsList = new TLongArrayList(params.limitTotal);
+        TLongList idsList = new TLongArrayList(limitTotal);
 
         for (var item : results) {
             if (domainCountFilter.test(item)) {
 
-                if (resultsList.size() < params.limitTotal) {
+                if (resultsList.size() < limitTotal) {
                     resultsList.add(item);
                     idsList.add(item.getDocumentId());
                 }
@@ -159,18 +166,18 @@ public class IndexResultRankingService {
         // for the selected results, as this would be comically expensive to do for all the results we
         // discard along the way
 
-        if (params.rankingParams.getExportDebugData()) {
+        if (resultRankingContext.params.getExportDebugData()) {
             var combinedIdsList = new LongArrayList(resultsList.size());
             for (var item : resultsList) {
                 combinedIdsList.add(item.combinedId);
             }
 
             resultsList.clear();
+            IndexSearchBudget budget = new IndexSearchBudget(10000);
             resultsList.addAll(this.rankResults(
-                    params,
-                    true,
                     resultRankingContext,
-                    new CombinedDocIdList(combinedIdsList))
+                    budget, new CombinedDocIdList(combinedIdsList),
+                    true)
             );
         }
 
@@ -247,7 +254,7 @@ public class IndexResultRankingService {
 
                 var termOutputs = RpcResultTermRankingOutputs.newBuilder();
 
-                CqDataLong termIds = params.compiledQueryIds.data;;
+                CqDataLong termIds = resultRankingContext.compiledQueryIds.data;
 
                 for (var entry : debugFactors.getTermFactors()) {
                     String term = "[ERROR IN LOOKUP]";
@@ -255,7 +262,7 @@ public class IndexResultRankingService {
                     // CURSED: This is a linear search, but the number of terms is small, and it's in a debug path
                     for (int i = 0; i < termIds.size(); i++) {
                         if (termIds.get(i) == entry.termId()) {
-                            term = params.compiledQuery.at(i);
+                            term = resultRankingContext.compiledQuery.at(i);
                             break;
                         }
                     }

code/index/java/nu/marginalia/index/results/IndexResultScoreCalculator.java

@@ -6,14 +6,13 @@ import nu.marginalia.api.searchquery.RpcResultRankingParameters;
 import nu.marginalia.api.searchquery.RpcTemporalBias;
 import nu.marginalia.api.searchquery.model.compiled.CompiledQuery;
 import nu.marginalia.api.searchquery.model.compiled.CompiledQueryLong;
-import nu.marginalia.api.searchquery.model.results.ResultRankingContext;
 import nu.marginalia.api.searchquery.model.results.SearchResultItem;
 import nu.marginalia.api.searchquery.model.results.debug.DebugRankingFactors;
 import nu.marginalia.index.forward.spans.DocumentSpans;
 import nu.marginalia.index.index.CombinedIndexReader;
 import nu.marginalia.index.index.StatefulIndex;
 import nu.marginalia.index.model.QueryParams;
-import nu.marginalia.index.model.SearchParameters;
+import nu.marginalia.index.model.ResultRankingContext;
 import nu.marginalia.index.query.limit.QueryStrategy;
 import nu.marginalia.index.results.model.PhraseConstraintGroupList;
 import nu.marginalia.index.results.model.QuerySearchTerms;
@@ -28,7 +27,6 @@ import nu.marginalia.sequence.CodedSequence;
 import nu.marginalia.sequence.SequenceOperations;
 
 import javax.annotation.Nullable;
-import java.lang.foreign.Arena;
 import java.util.BitSet;
 
 import static nu.marginalia.api.searchquery.model.compiled.aggregate.CompiledQueryAggregates.booleanAggregate;
@@ -47,24 +45,23 @@ public class IndexResultScoreCalculator {
 
     public IndexResultScoreCalculator(StatefulIndex statefulIndex,
                                       DomainRankingOverrides domainRankingOverrides,
-                                      ResultRankingContext rankingContext,
-                                      SearchParameters params)
+                                      ResultRankingContext rankingContext)
     {
         this.index = statefulIndex.get();
         this.domainRankingOverrides = domainRankingOverrides;
         this.rankingContext = rankingContext;
 
-        this.queryParams = params.queryParams;
-        this.compiledQuery = params.compiledQuery;
+        this.queryParams = rankingContext.queryParams;
+        this.compiledQuery = rankingContext.compiledQuery;
     }
 
     @Nullable
-    public SearchResultItem calculateScore(Arena arena,
-                                           @Nullable DebugRankingFactors debugRankingFactors,
+    public SearchResultItem calculateScore(@Nullable DebugRankingFactors debugRankingFactors,
                                            long combinedId,
                                            QuerySearchTerms searchTerms,
                                            long[] wordFlags,
-                                           CodedSequence[] positions)
+                                           CodedSequence[] positions,
+                                           DocumentSpans spans)
     {
 
         CompiledQuery<CodedSequence> positionsQuery = compiledQuery.root.newQuery(positions);
@@ -92,8 +89,6 @@ public class IndexResultScoreCalculator {
         int docSize = index.getDocumentSize(docId);
         if (docSize <= 0) docSize = 5000;
 
-        DocumentSpans spans = index.getDocumentSpans(arena, docId);
-
         if (debugRankingFactors != null) {
             debugRankingFactors.addDocumentFactor("doc.docId", Long.toString(combinedId));
             debugRankingFactors.addDocumentFactor("doc.combinedId", Long.toString(docId));
@@ -235,7 +230,7 @@ public class IndexResultScoreCalculator {
         long result = 0;
         int bit = 0;
 
-        IntIterator intersection = phraseConstraints.getFullGroup().findIntersections(positions).intIterator();
+        IntIterator intersection = phraseConstraints.getFullGroup().findIntersections(positions, 64).intIterator();
 
         while (intersection.hasNext() && bit < 64) {
             bit = (int) (Math.sqrt(intersection.nextInt()));
@@ -551,9 +546,18 @@ public class IndexResultScoreCalculator {
             largeSiteFactor = 2;
         }
 
-        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.TRACKING_ADTECH.getFeatureBit()))
+        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.ADVERTISEMENT.getFeatureBit()))
             penalty += 7.5 * largeSiteFactor;
 
+        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.CONSENT.getFeatureBit()))
+            penalty += 2.5 * largeSiteFactor;
+
+        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.POPOVER.getFeatureBit()))
+            penalty += 2.5 * largeSiteFactor;
+
+        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.TRACKING_ADTECH.getFeatureBit()))
+            penalty += 5.0 * largeSiteFactor;
+
         if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.AFFILIATE_LINK.getFeatureBit()))
             penalty += 5.0 * largeSiteFactor;
 
@@ -563,6 +567,9 @@ public class IndexResultScoreCalculator {
         if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.TRACKING.getFeatureBit()))
             penalty += 2.5 * largeSiteFactor;
 
+        if (DocumentMetadata.hasFlags(featureFlags, HtmlFeature.SHORT_DOCUMENT.getFeatureBit()))
+            penalty += 2.5  * largeSiteFactor;
+
         if (isForum || isWiki) {
             penalty = Math.min(0, penalty - 2);
         }

code/index/java/nu/marginalia/index/results/TermFlagsGraphVisitor.java

@@ -3,7 +3,7 @@ package nu.marginalia.index.results;
 import nu.marginalia.api.searchquery.model.compiled.CqDataInt;
 import nu.marginalia.api.searchquery.model.compiled.CqDataLong;
 import nu.marginalia.api.searchquery.model.compiled.CqExpression;
-import nu.marginalia.api.searchquery.model.results.ResultRankingContext;
+import nu.marginalia.index.model.ResultRankingContext;
 import nu.marginalia.model.idx.WordFlags;
 
 import java.util.List;

code/index/java/nu/marginalia/index/results/model/PhraseConstraintGroupList.java

@@ -58,6 +58,7 @@ public class PhraseConstraintGroupList {
         private final int[] offsets;
         private final BitSet present;
         private final BitSet termIdsMask;
+        private final int presentCardinality;
 
         public final int size;
         public PhraseConstraintGroup(List<String> terms, TermIdList termIdsAll) {
@@ -85,6 +86,8 @@ public class PhraseConstraintGroupList {
                     termIdsMask.set(idx);
                 }
             }
+
+            presentCardinality = present.cardinality();
         }
 
         /** Returns true if the term with index termIdx in the query is in the group */
@@ -93,7 +96,7 @@ public class PhraseConstraintGroupList {
         }
 
         public boolean test(CodedSequence[] positions) {
-            IntIterator[] sequences = new IntIterator[present.cardinality()];
+            IntIterator[] sequences = new IntIterator[presentCardinality];
 
             for (int oi = 0, si = 0; oi < offsets.length; oi++) {
                 if (!present.get(oi)) {
@@ -120,7 +123,7 @@ public class PhraseConstraintGroupList {
 
 
         public IntList findIntersections(IntList[] positions) {
-            IntList[] sequences = new IntList[present.cardinality()];
+            IntList[] sequences = new IntList[presentCardinality];
             int[] iterOffsets = new int[sequences.length];
 
             for (int oi = 0, si = 0; oi < offsets.length; oi++) {
@@ -144,12 +147,41 @@ public class PhraseConstraintGroupList {
                 iterOffsets[si - 1] = -oi;
             }
 
-            return SequenceOperations.findIntersections(sequences, iterOffsets);
+            return SequenceOperations.findIntersections(sequences, iterOffsets, Integer.MAX_VALUE);
+        }
+
+
+        public IntList findIntersections(IntList[] positions, int n) {
+            IntList[] sequences = new IntList[presentCardinality];
+            int[] iterOffsets = new int[sequences.length];
+
+            for (int oi = 0, si = 0; oi < offsets.length; oi++) {
+                if (!present.get(oi)) {
+                    continue;
+                }
+                int offset = offsets[oi];
+                if (offset < 0)
+                    return IntList.of();
+
+                // Create iterators that are offset by their relative position in the
+                // sequence.  This is done by subtracting the index from the offset,
+                // so that when we intersect them, an overlap means that the terms are
+                // in the correct order.  Note the offset is negative!
+
+                var posForTerm = positions[offset];
+                if (posForTerm == null) {
+                    return IntList.of();
+                }
+                sequences[si++] = posForTerm;
+                iterOffsets[si - 1] = -oi;
+            }
+
+            return SequenceOperations.findIntersections(sequences, iterOffsets, n);
         }
 
         public int minDistance(IntList[] positions) {
-            List<IntList> sequences = new ArrayList<>(present.cardinality());
-            IntList iterOffsets = new IntArrayList(present.cardinality());
+            List<IntList> sequences = new ArrayList<>(presentCardinality);
+            IntList iterOffsets = new IntArrayList(presentCardinality);
 
             for (int oi = 0; oi < offsets.length; oi++) {
                 if (!present.get(oi)) {

code/index/java/nu/marginalia/index/results/model/ids/CombinedDocIdList.java

@@ -1,6 +1,7 @@
 package nu.marginalia.index.results.model.ids;
 
 import it.unimi.dsi.fastutil.longs.LongArrayList;
+import nu.marginalia.array.page.LongQueryBuffer;
 import org.roaringbitmap.longlong.Roaring64Bitmap;
 
 import java.util.Arrays;
@@ -17,7 +18,9 @@ public final class CombinedDocIdList {
     public CombinedDocIdList(long... data) {
         this.data = Arrays.copyOf(data, data.length);
     }
-
+    public CombinedDocIdList(LongQueryBuffer buffer) {
+        this.data = buffer.copyData();
+    }
     public CombinedDocIdList(LongArrayList data) {
         this.data = data.toLongArray();
     }

code/index/java/nu/marginalia/index/searchset/RankingSearchSet.java

@@ -59,7 +59,7 @@ public class RankingSearchSet implements SearchSet {
     }
 
     @Override
-    public boolean contains(int domainId, long documentMetadata) {
+    public boolean contains(int domainId) {
 
         // This is the main check
         if (set.contains(domainId) || set.isEmpty()) {

code/index/java/nu/marginalia/index/searchset/SearchSet.java

@@ -7,6 +7,6 @@ public interface SearchSet {
      *  or if the documentMetadata vibes with the set
      *
      */
-    boolean contains(int domainId, long documentMetadata);
+    boolean contains(int domainId);
 
 }

code/index/java/nu/marginalia/index/searchset/SearchSetAny.java

@@ -2,7 +2,7 @@ package nu.marginalia.index.searchset;
 
 public class SearchSetAny implements SearchSet {
     @Override
-    public boolean contains(int domainId, long meta) {
+    public boolean contains(int domainId) {
         return true;
     }
 

code/index/java/nu/marginalia/index/searchset/SearchSetsService.java

@@ -6,14 +6,14 @@ import gnu.trove.list.TIntList;
 import it.unimi.dsi.fastutil.ints.IntOpenHashSet;
 import nu.marginalia.db.DomainRankingSetsService;
 import nu.marginalia.db.DomainTypes;
+import nu.marginalia.domainranking.PageRankDomainRanker;
+import nu.marginalia.domainranking.accumulator.RankingResultHashMapAccumulator;
+import nu.marginalia.domainranking.accumulator.RankingResultHashSetAccumulator;
+import nu.marginalia.domainranking.data.GraphSource;
+import nu.marginalia.domainranking.data.LinkGraphSource;
+import nu.marginalia.domainranking.data.SimilarityGraphSource;
 import nu.marginalia.index.IndexFactory;
 import nu.marginalia.index.domainrankings.DomainRankings;
-import nu.marginalia.ranking.domains.PageRankDomainRanker;
-import nu.marginalia.ranking.domains.accumulator.RankingResultHashMapAccumulator;
-import nu.marginalia.ranking.domains.accumulator.RankingResultHashSetAccumulator;
-import nu.marginalia.ranking.domains.data.GraphSource;
-import nu.marginalia.ranking.domains.data.LinkGraphSource;
-import nu.marginalia.ranking.domains.data.SimilarityGraphSource;
 import nu.marginalia.service.control.ServiceEventLog;
 import nu.marginalia.service.module.ServiceConfiguration;
 import org.slf4j.Logger;

code/index/java/nu/marginalia/index/searchset/SmallSearchSet.java

@@ -14,7 +14,7 @@ public class SmallSearchSet implements SearchSet {
     }
 
     @Override
-    public boolean contains(int domainId, long meta) {
+    public boolean contains(int domainId) {
         return entries.contains(domainId);
     }
 

code/index/query/java/nu/marginalia/index/query/IndexSearchBudget.java

@@ -10,5 +10,5 @@ public class IndexSearchBudget {
     }
 
     public boolean hasTimeLeft() { return System.currentTimeMillis() < timeout; }
-    public long timeLeft() { return timeout - System.currentTimeMillis(); }
+    public long timeLeft() { return Math.max(0, timeout - System.currentTimeMillis()); }
 }

code/index/test/nu/marginalia/domainranking/RankingAlgorithmWithRealDataTest.java

@@ -1,6 +1,6 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
-import nu.marginalia.ranking.domains.accumulator.RankingResultListAccumulator;
+import nu.marginalia.domainranking.accumulator.RankingResultListAccumulator;
 import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 

code/index/test/nu/marginalia/domainranking/RankingAlgorithmsContainerTest.java

@@ -1,12 +1,12 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
 
 import com.zaxxer.hikari.HikariConfig;
 import com.zaxxer.hikari.HikariDataSource;
 import nu.marginalia.api.linkgraph.AggregateLinkGraphClient;
-import nu.marginalia.ranking.domains.data.InvertedLinkGraphSource;
-import nu.marginalia.ranking.domains.data.LinkGraphSource;
-import nu.marginalia.ranking.domains.data.SimilarityGraphSource;
+import nu.marginalia.domainranking.data.InvertedLinkGraphSource;
+import nu.marginalia.domainranking.data.LinkGraphSource;
+import nu.marginalia.domainranking.data.SimilarityGraphSource;
 import nu.marginalia.test.TestMigrationLoader;
 import org.jgrapht.Graph;
 import org.jgrapht.graph.DefaultWeightedEdge;

code/index/test/nu/marginalia/domainranking/TestGraphSourceForInvertedLinkData.java

@@ -1,7 +1,7 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
 import nu.marginalia.array.LongArrayFactory;
-import nu.marginalia.ranking.domains.data.GraphSource;
+import nu.marginalia.domainranking.data.GraphSource;
 import org.apache.commons.lang3.StringUtils;
 import org.jgrapht.Graph;
 import org.jgrapht.graph.DefaultDirectedGraph;

code/index/test/nu/marginalia/domainranking/TestGraphSourceForLinkData.java

@@ -1,7 +1,7 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
 import nu.marginalia.array.LongArrayFactory;
-import nu.marginalia.ranking.domains.data.GraphSource;
+import nu.marginalia.domainranking.data.GraphSource;
 import org.apache.commons.lang3.StringUtils;
 import org.jgrapht.Graph;
 import org.jgrapht.graph.DefaultDirectedGraph;

code/index/test/nu/marginalia/domainranking/TestGraphSourceForSimilarityData.java

@@ -1,6 +1,6 @@
-package nu.marginalia.ranking.domains;
+package nu.marginalia.domainranking;
 
-import nu.marginalia.ranking.domains.data.GraphSource;
+import nu.marginalia.domainranking.data.GraphSource;
 import org.apache.commons.lang3.StringUtils;
 import org.jgrapht.Graph;
 import org.jgrapht.graph.DefaultUndirectedWeightedGraph;

code/index/test/nu/marginalia/index/searchset/RankingSearchSetTest.java

@@ -25,10 +25,10 @@ class RankingSearchSetTest {
         set.write();
 
         RankingSearchSet set2 = new RankingSearchSet("ACADEMIA", p);
-        assertTrue(set2.contains(1, 0));
-        assertTrue(set2.contains(5, 0));
-        assertTrue(set2.contains(7, 0));
-        assertTrue(set2.contains(9, 0));
+        assertTrue(set2.contains(1));
+        assertTrue(set2.contains(5));
+        assertTrue(set2.contains(7));
+        assertTrue(set2.contains(9));
 
         Files.delete(p);
 

code/libraries/coded-sequence/java/nu/marginalia/sequence/SequenceOperations.java

@@ -56,7 +56,7 @@ public class SequenceOperations {
      * <p></p>
      */
     public static IntList findIntersections(IntList... positions) {
-        return findIntersections(positions, new int[positions.length]);
+        return findIntersections(positions, new int[positions.length], Integer.MAX_VALUE);
     }
 
     /** Find any intersections between the given positions lists, and return the list of intersections.
@@ -67,53 +67,80 @@ public class SequenceOperations {
      * @param positions the positions lists to compare - each list must be sorted in ascending order
      *                  and contain unique values.
      * @param offsets constant offsets to apply to each position
+     * @param n       maximum number of intersections we're interested in.  The algorithm does not guarantee
+     *                the return value will have a smaller size than this if it is cheaper to return back e.g.
+     *                an input list.
      * */
-    public static IntList findIntersections(IntList[] positions, int[] offsets) {
+    public static IntList findIntersections(IntList[] positions, int[] offsets, int n) {
 
-        if (positions.length < 1)
+        // Trivial cases
+        if (positions.length < 1) { // n = 0
             return IntList.of();
+        }
+//        else if (positions.length == 1) { // n = 1
+//            if (offsets[0] == 0) { // with zero offset, we'll just return the input back
+//                return positions[0];
+//            }
+//
+//            // Calculate an offset input array
+//            IntList ret = new IntArrayList(positions[0].size());
+//            for (int i = 0; i < positions[0].size() && i < n; i++) {
+//                ret.add(positions[0].getInt(i) + offsets[0]);
+//            }
+//            return ret;
+//        }
 
         int[] indexes = new int[positions.length];
         // Initialize values and find the maximum value
         int[] values = new int[positions.length];
+        int minLength = Integer.MAX_VALUE;
+        int largestValue = Integer.MAX_VALUE;
 
         for (int i = 0; i < positions.length; i++) {
+            minLength = Math.min(minLength, positions[i].size());
+
             if (indexes[i] < positions[i].size())
                 values[i] = positions[i].getInt(indexes[i]++) + offsets[i];
             else
                 return IntList.of();
+
+            largestValue = Math.min(largestValue, positions[i].getInt(positions[i].size() - 1) + offsets[i]);
         }
 
         // Intersect the sequences by advancing all values smaller than the maximum seen so far
         // until they are equal to the maximum value, or until the end of the sequence is reached
-        int max = Integer.MIN_VALUE;
-        int successes = 0;
+        int currentMax = Integer.MIN_VALUE;
 
-        IntList ret = new IntArrayList();
+        int listMatches = 0;
+        int foundIntersections = 0;
+
+        IntList ret = new IntArrayList(Math.min(n, Math.max(1, minLength)));
 
         outer:
-        for (int i = 0;; i = (i + 1) % positions.length)
+        for (int i = 0; currentMax <= largestValue; i = (i + 1) % positions.length)
         {
-            if (successes == positions.length) {
-                ret.add(max);
-                successes = 1;
+            if (listMatches == positions.length) {
+                ret.add(currentMax);
+                if (++foundIntersections > n) return ret;
+
+                listMatches = 1;
 
                 if (indexes[i] < positions[i].size()) {
                     values[i] = positions[i].getInt(indexes[i]++) + offsets[i];
 
                     // Update the maximum value, if necessary
-                    max = Math.max(max, values[i]);
+                    currentMax = Math.max(currentMax, values[i]);
                 } else {
                     break;
                 }
-            } else if (values[i] == max) {
-                successes++;
+            } else if (values[i] == currentMax) {
+                listMatches++;
             } else {
-                successes = 1;
+                listMatches = 1;
 
                 // Discard values until we reach the maximum value seen so far,
                 // or until the end of the sequence is reached
-                while (values[i] < max) {
+                while (values[i] < currentMax) {
                     if (indexes[i] < positions[i].size()) {
                         values[i] = positions[i].getInt(indexes[i]++) + offsets[i];
                     } else {
@@ -122,14 +149,13 @@ public class SequenceOperations {
                 }
 
                 // Update the maximum value, if necessary
-                max = Math.max(max, values[i]);
+                currentMax = Math.max(currentMax, values[i]);
             }
         }
 
         return ret;
     }
 
-
     /** Given each set of positions, one from each list, find the set with the smallest distance between them
      * and return that distance.  If any of the lists are empty, return 0.
      * */
@@ -146,10 +172,14 @@ public class SequenceOperations {
     public static int minDistance(IntList[] positions, int[] offsets) {
         if (positions.length <= 1)
             return 0;
+        if (positions.length == 1)
+            return 0;
 
         int[] values = new int[positions.length];
         int[] indexes = new int[positions.length];
 
+        int largestValue = 0;
+
         for (int i = 0; i < positions.length; i++) {
             // if any of the lists are empty, return MAX_VALUE
 
@@ -158,6 +188,7 @@ public class SequenceOperations {
             }
 
             values[i] = positions[i].getInt(indexes[i]++) + offsets[i];
+            largestValue = Math.min(largestValue, positions[i].getInt(positions[i].size() - 1) + offsets[i]);
         }
 
         int minDist = Integer.MAX_VALUE;
@@ -173,7 +204,7 @@ public class SequenceOperations {
             }
         }
 
-        for (;;) {
+        do {
             // For all the other indexes except maxI, update values[] with the largest value smaller than maxVal
             for (int idx = 0; idx < positions.length - 1; idx++) {
                 int i = (maxI + idx) % positions.length;
@@ -228,6 +259,8 @@ public class SequenceOperations {
             else {
                 return minDist;
             }
-        }
+        } while (maxVal <= largestValue);
+
+        return minDist;
     }
 }

code/libraries/coded-sequence/src/jmh/java/nu/marginalia/bench/SequenceBenchmarks.java

@@ -2,31 +2,38 @@ package nu.marginalia.bench;
 
 import it.unimi.dsi.fastutil.ints.IntArrayList;
 import it.unimi.dsi.fastutil.ints.IntList;
-import nu.marginalia.sequence.GammaCodedSequence;
-import nu.marginalia.sequence.VarintCodedSequence;
+import nu.marginalia.sequence.SequenceOperations;
 import org.openjdk.jmh.annotations.*;
 
-import java.nio.ByteBuffer;
+import java.util.Random;
 
 public class SequenceBenchmarks {
 
     @State(Scope.Benchmark)
     public static class SequenceState {
-        VarintCodedSequence vcs;
-        GammaCodedSequence gcs;
-        IntList list;
-        ByteBuffer workArea;
-        int[] arrayValues;
-        int[] valueBuffer;
-        public SequenceState()
-        {
-            valueBuffer = new int[128];
+        IntList a;
+        IntList b;
+        IntList c;
 
-            workArea = ByteBuffer.allocate(65536);
-            arrayValues = new int[] { 1, 3, 5, 16, 1024, 2048, 4096, 4098, 4100 };
-            list = new IntArrayList(arrayValues);
-            vcs = VarintCodedSequence.generate(16,21,24,28,66,71,76,83,87,98,101,106,113,115,119,122,143,148,159,164,167,177,182,211,223,242,245,250,273,275,280,289,292,300,307,322,330,338,345,371,397,402,411,420,427,430,433,437,440,448,451,481,490,513,522,555,571,573,585,597,606,613,634,638,640,644,656,660,666,683,689,692,696,709,712,718,727,731,735,738);
-            gcs = GammaCodedSequence.generate(workArea, 16,21,24,28,66,71,76,83,87,98,101,106,113,115,119,122,143,148,159,164,167,177,182,211,223,242,245,250,273,275,280,289,292,300,307,322,330,338,345,371,397,402,411,420,427,430,433,437,440,448,451,481,490,513,522,555,571,573,585,597,606,613,634,638,640,644,656,660,666,683,689,692,696,709,712,718,727,731,735,738);
+
+        public SequenceState() {
+            a = new IntArrayList();
+            b = new IntArrayList();
+            c = new IntArrayList();
+
+            var r = new Random(1000);
+
+            for (int i = 0; i < 10; i++) {
+                b.add(r.nextInt(0, 5000));
+            }
+
+            for (int i = 0; i < 100; i++) {
+                c.add(r.nextInt(0, 5000));
+            }
+
+            for (int i = 0; i < 1000; i++) {
+                a.add(r.nextInt(0, 5000));
+            }
         }
     }
 
@@ -34,57 +41,17 @@ public class SequenceBenchmarks {
     @Warmup(iterations = 1)
     @Benchmark
     @BenchmarkMode(Mode.Throughput)
-    public int vcsDecode(SequenceState state) {
-        var iter = state.vcs.iterator();
-        int sum = 0;
-        while (iter.hasNext()) {
-            sum += iter.nextInt();
+    public IntList intersect(SequenceState state) {
+        return SequenceOperations.findIntersections(state.a, state.b, state.c);
     }
-        return sum;
-    }
-//
-//    @Fork(value = 5, warmups = 5)
-//    @Warmup(iterations = 5)
-//    @Benchmark
-//    @BenchmarkMode(Mode.Throughput)
-//    public int listDecode2(SequenceState state) {
-//        var list = state.arrayValues;
-//        int sum = 0;
-//        for (int i = 0; i < list.length; i++) {
-//            sum += list[i];
-//        }
-//        return sum;
-//    }
-
 
     @Fork(value = 1, warmups = 1)
     @Warmup(iterations = 1)
     @Benchmark
     @BenchmarkMode(Mode.Throughput)
-    public int gcsDecode(SequenceState state) {
-        var iter = state.gcs.iterator();
-        int sum = 0;
-        while (iter.hasNext()) {
-            sum += iter.nextInt();
+    public IntList intersect1(SequenceState state) {
+        return SequenceOperations.findIntersections(state.a);
     }
-        return sum;
-    }
-
-//    @Fork(value = 1, warmups = 1)
-//    @Warmup(iterations = 1)
-//    @Benchmark
-//    @BenchmarkMode(Mode.Throughput)
-//    public VarintCodedSequence vcsEncode(SequenceState state) {
-//        return VarintCodedSequence.generate(1, 3, 5, 16, 1024, 2048, 4096, 4098, 4100);
-//    }
-
-//    @Fork(value = 1, warmups = 1)
-//    @Warmup(iterations = 1)
-//    @Benchmark
-//    @BenchmarkMode(Mode.Throughput)
-//    public GammaCodedSequence gcsEncode(SequenceState state) {
-//        return GammaCodedSequence.generate(state.workArea, 1, 3, 5, 16, 1024, 2048, 4096, 4098, 4100);
-//    }
 
 
 }

code/processes/converting-process/build.gradle

@@ -47,11 +47,14 @@ dependencies {
 
     implementation project(':code:processes:converting-process:ft-anchor-keywords')
     implementation project(':code:processes:converting-process:ft-keyword-extraction')
+    implementation project(':code:processes:converting-process:ft-dom-classifier')
 
     implementation project(':code:processes:crawling-process:ft-crawl-blocklist')
     implementation project(':code:processes:crawling-process:ft-link-parser')
     implementation project(':code:processes:crawling-process:ft-content-type')
 
+    implementation project(':code:functions:live-capture:api')
+
     testImplementation project(':code:libraries:term-frequency-dict')
     testImplementation project(':code:processes:crawling-process:model')
 
@@ -87,6 +90,7 @@ dependencies {
     implementation libs.commons.lang3
     implementation libs.commons.compress
     implementation libs.sqlite
+    implementation libs.bundles.grpc
 
     implementation libs.bundles.httpcomponents
 

code/processes/converting-process/ft-dom-classifier/build.gradle

@@ -0,0 +1,41 @@
+plugins {
+    id 'java'
+    id "de.undercouch.download" version "5.1.0"
+    id 'jvm-test-suite'
+}
+
+java {
+    toolchain {
+        languageVersion.set(JavaLanguageVersion.of(rootProject.ext.jvmVersion))
+    }
+}
+
+apply from: "$rootProject.projectDir/srcsets.gradle"
+
+dependencies {
+    implementation project(':code:common:config')
+    implementation project(':code:common:service')
+    implementation project(':code:common:model')
+    implementation project(':code:common:db')
+    implementation project(':code:functions:live-capture:api')
+
+
+    implementation libs.bundles.slf4j
+    implementation libs.guava
+    implementation libs.zstd
+    implementation dependencies.create(libs.guice.get()) {
+        exclude group: 'com.google.guava'
+    }
+    implementation libs.trove
+    implementation libs.gson
+    implementation libs.bundles.protobuf
+    implementation libs.bundles.mariadb
+    implementation libs.duckdb
+    implementation libs.notnull
+    implementation libs.jsoup
+
+    testImplementation libs.bundles.slf4j.test
+    testImplementation libs.bundles.junit
+    testImplementation libs.mockito
+}
+

code/processes/converting-process/ft-dom-classifier/java/nu/marginalia/ddtrackergradar/DDGTrackerData.java

@@ -0,0 +1,99 @@
+package nu.marginalia.ddtrackergradar;
+
+import com.google.gson.Gson;
+import nu.marginalia.WmsaHome;
+import nu.marginalia.ddtrackergradar.model.DDGTDomain;
+import nu.marginalia.model.gson.GsonFactory;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.*;
+
+/** Holds tracker metadata from DuckDuckGo's Tracker Radar
+ *  data itself CC-BY-NC-SA 4.0
+ * */
+public class DDGTrackerData {
+    private final Map<String, DDGTDomain> topDomains = new HashMap<>();
+    private final Map<String, DDGTDomain> domains = new HashMap<>();
+
+    private final Gson gson = GsonFactory.get();
+
+    private static final Logger logger = LoggerFactory.getLogger(DDGTrackerData.class);
+
+    public DDGTrackerData() {
+
+        // Data is assumed to be in ${WMSA_HOME}/data/tracker-radar
+        // ... do a shallow clone of the repo
+        // https://github.com/duckduckgo/tracker-radar/
+
+        Path dataDir = WmsaHome.getDataPath().resolve("tracker-radar");
+        if (!Files.exists(dataDir)) {
+            logger.info("tracker-radar data absent from expected path {}, loading nothing", dataDir);
+            return;
+        }
+
+        try (var sources = Files.list(dataDir.resolve("domains"))) {
+            sources.filter(Files::isDirectory).forEach(this::loadDomainDir);
+        }
+        catch (IOException e) {
+            logger.error("Failed to read tracker radar data dir", e);
+        }
+    }
+
+    /** Tries to fetch available information about tracking coming from the specified domain
+     */
+    public Optional<DDGTDomain> getDomainInfo(String domain) {
+        return Optional
+                .ofNullable(topDomains.get(domain))
+                .or(() -> Optional.ofNullable(domains.get(domain)));
+    }
+
+    /** public for testing */
+    public void loadDomainDir(Path dir) {
+        try (var dirContent = Files.list(dir)) {
+            dirContent
+                    .filter(Files::isRegularFile)
+                    .filter(path -> path.toString().endsWith(".json"))
+                    .forEach(this::loadDomainModel);
+        }
+        catch (IOException e) {
+            logger.error("Error while loading DDGT tracker data", e);
+        }
+    }
+
+    void loadDomainModel(Path jsonFile) {
+        try {
+            var model = gson.fromJson(Files.readString(jsonFile), DDGTDomain.class);
+
+            if (model.domain() == null)
+                return;
+            if ((model.owner() == null || model.owner().isEmpty())
+             && (model.categories() == null || model.categories().isEmpty()))
+                return;
+
+            topDomains.put(model.domain(), model);
+            domains.put(model.domain(), model);
+
+            if (model.subdomains() != null) {
+                for (String subdomain : model.subdomains()) {
+                    domains.put(subdomain + "." + model.domain(), model);
+                }
+            }
+        }
+        catch (Exception e) {
+            logger.error("Error while loading DDGT tracker data", e);
+        }
+    }
+
+    // Export all classifications in the data set
+    public Set<String> getAllClassifications() {
+        Set<String> ret = new HashSet<>();
+        for (var domain: domains.values()) {
+            ret.addAll(domain.categories());
+        }
+        return ret;
+    }
+}

code/processes/converting-process/ft-dom-classifier/java/nu/marginalia/ddtrackergradar/model/DDGTDomain.java

@@ -0,0 +1,12 @@
+package nu.marginalia.ddtrackergradar.model;
+
+import java.util.List;
+
+public record DDGTDomain(
+        String domain,
+        DDGTOwner owner,
+        List<String> categories,
+        List<String> subdomains
+)
+{
+}

code/processes/converting-process/ft-dom-classifier/java/nu/marginalia/ddtrackergradar/model/DDGTOwner.java

@@ -0,0 +1,10 @@
+package nu.marginalia.ddtrackergradar.model;
+
+public record DDGTOwner(String name, String displayName, String privacyPolicy, String url) {
+    public boolean isEmpty() {
+        return name == null
+                && displayName == null
+                && privacyPolicy == null
+                && url == null;
+    }
+}

code/processes/converting-process/ft-dom-classifier/java/nu/marginalia/domclassifier/DomSampleClassification.java

@@ -0,0 +1,25 @@
+package nu.marginalia.domclassifier;
+
+import nu.marginalia.model.crawl.HtmlFeature;
+
+import javax.annotation.Nullable;
+
+/**
+ * Feature classifications for the DOM sample
+ */
+public enum DomSampleClassification {
+    ADS(HtmlFeature.ADVERTISEMENT),
+    TRACKING(HtmlFeature.TRACKING_ADTECH),
+    CONSENT(HtmlFeature.CONSENT),
+    POPOVER(HtmlFeature.POPOVER),
+    THIRD_PARTY_REQUESTS(HtmlFeature.THIRD_PARTY_REQUESTS),
+    UNCLASSIFIED(HtmlFeature.MISSING_DOM_SAMPLE),
+    IGNORE(null);
+
+    @Nullable
+    public final HtmlFeature htmlFeature;
+
+    DomSampleClassification(@Nullable HtmlFeature feature) {
+        this.htmlFeature = feature;
+    }
+}

code/processes/converting-process/ft-dom-classifier/java/nu/marginalia/domclassifier/DomSampleClassifier.java

@@ -0,0 +1,177 @@
+package nu.marginalia.domclassifier;
+
+import com.github.luben.zstd.ZstdInputStream;
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import nu.marginalia.api.domsample.RpcDomainSample;
+import nu.marginalia.model.EdgeDomain;
+import nu.marginalia.model.EdgeUrl;
+import org.jsoup.Jsoup;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.w3c.dom.Document;
+import org.w3c.dom.Element;
+import org.w3c.dom.NodeList;
+import org.xml.sax.SAXException;
+
+import javax.xml.parsers.DocumentBuilder;
+import javax.xml.parsers.DocumentBuilderFactory;
+import javax.xml.parsers.ParserConfigurationException;
+import java.io.IOException;
+import java.io.InputStream;
+import java.net.URISyntaxException;
+import java.nio.charset.StandardCharsets;
+import java.util.*;
+import java.util.function.Predicate;
+import java.util.regex.Pattern;
+
+@Singleton
+public class DomSampleClassifier {
+
+    private static final Logger logger = LoggerFactory.getLogger(DomSampleClassifier.class);
+
+    private final List<Map.Entry<Predicate<String>, DomSampleClassification>> regexClassification = new ArrayList<>();
+    private final Map<String, DomSampleClassification> urlClassification = new HashMap<>();
+    private final Map<String, DomSampleClassification> topDomainClassification = new HashMap<>();
+    private final Map<String, DomSampleClassification> fullDomainClassification = new HashMap<>();
+
+    @Inject
+    public DomSampleClassifier() throws ParserConfigurationException, IOException, SAXException {
+        this(ClassLoader.getSystemResourceAsStream("request-classifier.xml"));
+    }
+
+    public DomSampleClassifier(InputStream specificationXmlData) throws ParserConfigurationException, IOException, SAXException {
+        Objects.requireNonNull(specificationXmlData, "specificationXmlData is null");
+        DocumentBuilderFactory factory = DocumentBuilderFactory.newInstance();
+        DocumentBuilder builder = factory.newDocumentBuilder();
+        Document doc = builder.parse(specificationXmlData);
+
+        NodeList classifierNodes = doc.getElementsByTagName("classifier");
+
+        for (int i = 0; i < classifierNodes.getLength(); i++) {
+            Element classifier = (Element) classifierNodes.item(i);
+
+            String target = classifier.getAttribute("target");
+            String rule = classifier.getAttribute("rule");
+            String content = classifier.getTextContent().trim();
+
+            // Convert rule to Classification enum
+            DomSampleClassification classification = DomSampleClassification.valueOf(rule.toUpperCase());
+
+            // Add to appropriate map based on target
+            switch (target) {
+                case "url":
+                    urlClassification.put(content, classification);
+                    break;
+                case "url-regex":
+                    regexClassification.add(Map.entry(Pattern.compile(content).asPredicate(), classification));
+                    break;
+                case "top":
+                    topDomainClassification.put(content, classification);
+                    break;
+                case "domain":
+                    fullDomainClassification.put(content, classification);
+                    break;
+                default:
+                    throw new IllegalArgumentException("Unknown target type: " + target);
+            }
+        }
+
+    }
+
+    public Set<DomSampleClassification> classifySample(RpcDomainSample sample) {
+        Set<DomSampleClassification> classifications = new HashSet<>();
+
+        // Look at DOM
+
+        EdgeDomain sampleDomain = new EdgeDomain(sample.getDomainName());
+
+        try (var compressedStream = new ZstdInputStream(sample.getHtmlSampleZstd().newInput())) {
+            String html = new String(compressedStream.readAllBytes(), StandardCharsets.UTF_8);
+            var parsedDoc = Jsoup.parse(html);
+            var fixedElements = parsedDoc.select("*[data-position=fixed]");
+
+            if (sample.getAcceptedPopover()) {
+                classifications.add(DomSampleClassification.POPOVER);
+            }
+            else if (!fixedElements.isEmpty()) {
+                String fixedText = fixedElements.text().toLowerCase();
+                if (fixedText.contains("cookie") ||
+                        fixedText.contains("subscribe") ||
+                        fixedText.contains("consent") ||
+                        fixedText.contains("newsletter") ||
+                        fixedText.contains("gdpr"))
+                {
+                    classifications.add(DomSampleClassification.POPOVER);
+                }
+            }
+        }
+        catch (Exception ex) {
+            logger.warn("Error when parsing DOM HTML sample", ex);
+        }
+
+        // Classify outgoing requests
+        for (var req : sample.getOutgoingRequestsList()) {
+            EdgeUrl url;
+
+            try {
+                url = new EdgeUrl(req.getUrl());
+            }
+            catch (URISyntaxException ex) {
+                continue;
+            }
+
+            if (!url.domain.hasSameTopDomain(sampleDomain)) {
+                classifications.add(DomSampleClassification.THIRD_PARTY_REQUESTS);
+            }
+
+            var clazz = classifyRequest(url);
+            if (clazz != DomSampleClassification.IGNORE && clazz != DomSampleClassification.UNCLASSIFIED) {
+                classifications.add(clazz);
+            }
+        }
+
+        return classifications;
+    }
+
+    public DomSampleClassification classifyRequest(EdgeUrl edgeUrl) {
+        StringBuilder pathSb = new StringBuilder(edgeUrl.path);
+        if (edgeUrl.param != null) {
+            pathSb.append("?").append(edgeUrl.param);
+        }
+        String pathMatchString = pathSb.toString();
+        String urlDisplayString = edgeUrl.toDisplayString();
+
+        for (Map.Entry<Predicate<String>, DomSampleClassification> regexMatcher : regexClassification) {
+            var matcher =  regexMatcher.getKey();
+            if (matcher.test(pathMatchString) || matcher.test(urlDisplayString)) {
+                var clazz = regexMatcher.getValue();
+
+                if (clazz != DomSampleClassification.IGNORE) {
+                    return clazz;
+                }
+            }
+        }
+
+        DomSampleClassification clazz = urlClassification.get(edgeUrl.toDisplayString());
+
+        if (clazz != null && clazz != DomSampleClassification.IGNORE) {
+            return clazz;
+        }
+
+        clazz = fullDomainClassification.get(edgeUrl.domain.toString());
+
+        if (clazz != null && clazz != DomSampleClassification.IGNORE) {
+            return clazz;
+        }
+
+        clazz = topDomainClassification.get(edgeUrl.domain.topDomain);
+
+        if (clazz != null && clazz != DomSampleClassification.IGNORE) {
+            return clazz;
+        }
+
+        return DomSampleClassification.UNCLASSIFIED;
+    }
+
+}

code/processes/converting-process/ft-dom-classifier/readme.md

@@ -0,0 +1,8 @@
+Holds a classification model for rendered DOM data and exported network traffic generated by
+[functions/live-capture](../../../functions/live-capture).  
+
+The model is primarily used in the [converting-process](../../converting-process) but also run in the search UI for inspection purposes.
+
+The traffic classification model is found in [resources/request-classifier.xml](resources/request-classifier.xml).
+
+The code evaluating the model is in [DomSampleClassifier.java](java/nu/marginalia/domclassifier/DomSampleClassifier.java).

code/processes/converting-process/ft-dom-classifier/resources/request-classifier.xml

@@ -0,0 +1,112 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE rules [
+        <!ELEMENT rules (classifier*)>
+        <!ELEMENT classifier (#PCDATA)>
+        <!ATTLIST classifier
+                target (url-regex|url|domain|top) #REQUIRED
+                rule (ads|tracking|consent|ignore) #REQUIRED>
+        ]>
+
+<!-- Contains rules for mapping outgoing requests during DOM Sampling to website classification -->
+<rules>
+    <!-- Regex rules -->
+    <classifier target="url-regex" rule="tracking">/ads/ga-audiences</classifier>
+    <classifier target="url-regex" rule="tracking">/google_top_exp.js$</classifier>
+    <classifier target="url-regex" rule="tracking">/ccm/collect$</classifier>
+    <classifier target="url-regex" rule="tracking">^/[0-9]+\.js$</classifier>
+    <classifier target="url-regex" rule="tracking">^/[a-z0-9]\.gif$</classifier>
+    <classifier target="url-regex" rule="tracking">^/pixel\.gif$</classifier>
+    <classifier target="url-regex" rule="ads">/pagead/</classifier>
+    <classifier target="url-regex" rule="ads">/google-ads/</classifier>
+
+    <!-- URL classifications TRACKING -->
+    <classifier target="url" rule="tracking">https://googleads.g.doubleclick.net/pagead/id</classifier>
+    <classifier target="url" rule="tracking">https://securepubads.g.doubleclick.net/tag/js/gpt.js</classifier>
+    <classifier target="url" rule="tracking">https://pagead2.googlesyndication.com/ccm/collect</classifier>
+    <classifier target="url" rule="tracking">https://z-na.amazon-adsystem.com/widgets/onejs</classifier>
+
+    <!-- Full domain classifications ADS -->
+
+    <classifier target="domain" rule="ads">securepubads.g.doubleclick.net</classifier>
+    <classifier target="domain" rule="ads">googleads.g.doubleclick.net</classifier>
+
+    <!-- Full domain classifications TRACKING -->
+    <classifier target="domain" rule="tracking">stats.g.doubleclick.net</classifier>
+    <classifier target="domain" rule="tracking">insight.adsrvr.org</classifier>
+
+    <classifier target="domain" rule="tracking">pixel.wp.com</classifier>
+    <classifier target="domain" rule="tracking">connect.facebook.net</classifier>
+    <classifier target="domain" rule="tracking">stats.wp.com</classifier>
+    <classifier target="domain" rule="tracking">track.hubspot.com</classifier>
+    <classifier target="domain" rule="tracking">analytics.tiktok.com</classifier>
+    <classifier target="domain" rule="tracking">analytics-ipv6.tiktokw.us</classifier>
+    <classifier target="domain" rule="tracking">tr6.snapchat.com</classifier>
+    <classifier target="domain" rule="tracking">tr.snapchat.com</classifier>
+    <classifier target="domain" rule="tracking">geo-location.prebid.cloud</classifier>
+    <classifier target="domain" rule="tracking">px.ads.linkedin.com</classifier>
+    <classifier target="domain" rule="tracking">region1.analytics.google.com</classifier>
+    <classifier target="domain" rule="tracking">api.hubapi.com</classifier>
+    <classifier target="domain" rule="tracking">bat.bing.com</classifier>
+    <classifier target="domain" rule="tracking">bat.bing.net</classifier>
+    <classifier target="domain" rule="tracking">c.bing.com</classifier>
+    <classifier target="domain" rule="tracking">c.bing.net</classifier>
+    <classifier target="domain" rule="tracking">analytics.twitter.com</classifier>
+    <classifier target="domain" rule="tracking">play.google.com</classifier>
+    <classifier target="domain" rule="tracking">www.youtube.com</classifier>
+
+    <!-- Full domain classifications CONSENT -->
+    <classifier target="domain" rule="consent">cdnconsents.websitepolicies.com</classifier>
+
+    <!-- Top-level domain classifications - ADS -->
+    <classifier target="top" rule="ads">googlesyndication.com</classifier>
+    <classifier target="top" rule="ads">amazon-adsystem.com</classifier>
+    <classifier target="top" rule="ads">smartadserver.com</classifier>
+    <classifier target="top" rule="ads">googleadservices.com</classifier>
+
+    <classifier target="top" rule="ads">prebid.cloud</classifier>
+    <classifier target="top" rule="ads">pubmine.com</classifier>
+    <classifier target="top" rule="ads">adtrafficquality.google</classifier>
+    <classifier target="top" rule="ads">syndicatedsearch.goog</classifier>
+    <classifier target="top" rule="ads">adsrvr.org</classifier>
+    <classifier target="top" rule="ads">adnxs.net</classifier>
+    <classifier target="top" rule="ads">aditude.io</classifier>
+    <classifier target="top" rule="ads">buysellads.net</classifier>
+
+    <!-- Top-level domain classifications - TRACKING -->
+    <classifier target="top" rule="tracking">plausible.io</classifier>
+    <classifier target="top" rule="tracking">amplitude.com</classifier>
+    <classifier target="top" rule="tracking">hsadspixel.net</classifier>
+    <classifier target="top" rule="tracking">demdex.net</classifier>
+    <classifier target="top" rule="tracking">omtrdc.net</classifier>
+    <classifier target="top" rule="tracking">ggpht.com</classifier>
+
+    <classifier target="top" rule="tracking">doubleclick.net</classifier>
+    <classifier target="top" rule="tracking">google.com</classifier>
+    <classifier target="top" rule="tracking">google.se</classifier>
+    <classifier target="top" rule="tracking">google-analytics.com</classifier>
+    <classifier target="top" rule="tracking">googletagmanager.com</classifier>
+    <classifier target="top" rule="tracking">cloudflareinsights.com</classifier>
+    <classifier target="top" rule="tracking">branch.io</classifier>
+    <classifier target="top" rule="tracking">clarity.ms</classifier>
+    <classifier target="top" rule="tracking">hotjar.com</classifier>
+    <classifier target="top" rule="tracking">hotjar.io</classifier>
+    <classifier target="top" rule="tracking">nr-data.net</classifier>
+    <classifier target="top" rule="tracking">newrelic.com</classifier>
+    <classifier target="top" rule="tracking">siteimproveanalytics.com</classifier>
+    <classifier target="top" rule="tracking">siteimproveanalytics.io</classifier>
+    <classifier target="top" rule="tracking">hs-analytics.net</classifier>
+    <classifier target="top" rule="tracking">sentry.io</classifier>
+    <classifier target="top" rule="tracking">hs-scripts.com</classifier>
+    <classifier target="top" rule="tracking">addtoany.com</classifier>
+    <classifier target="top" rule="tracking">facebook.com</classifier>
+    <classifier target="top" rule="tracking">scorecardresearch.com</classifier>
+
+    <!-- Top-level domain classifications - CONSENT -->
+    <classifier target="top" rule="consent">trustarc.com</classifier>
+    <classifier target="top" rule="consent">truste.com</classifier>
+    <classifier target="top" rule="consent">onetrust.com</classifier>
+    <classifier target="top" rule="consent">cookielaw.org</classifier>
+    <classifier target="top" rule="consent">hs-banner.com</classifier>
+    <classifier target="top" rule="consent">fundingchoicesmessages.google.com</classifier>
+
+</rules>

code/processes/converting-process/ft-dom-classifier/test/nu/marginalia/ddtrackergradar/DDGTrackerDataTest.java

@@ -0,0 +1,16 @@
+package nu.marginalia.ddtrackergradar;
+
+import org.junit.jupiter.api.Test;
+
+import java.nio.file.Path;
+
+class DDGTrackerDataTest {
+    @Test
+    public void testLoad() {
+        DDGTrackerData data = new DDGTrackerData();
+        data.loadDomainDir(Path.of("/home/vlofgren/Work/tracker-radar/domains/US/"));
+        data.getDomainInfo("hotjar.com").ifPresent(System.out::println);
+        data.getAllClassifications().forEach(System.out::println);
+    }
+
+}

code/processes/converting-process/ft-keyword-extraction/java/nu/marginalia/keyword/model/DocumentKeywordsBuilder.java

@@ -11,7 +11,6 @@ import nu.marginalia.sequence.VarintCodedSequence;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.nio.ByteBuffer;
 import java.util.*;
 
 public class DocumentKeywordsBuilder {
@@ -36,7 +35,7 @@ public class DocumentKeywordsBuilder {
         this(1600);
     }
 
-    public DocumentKeywords build(ByteBuffer workArea) {
+    public DocumentKeywords build() {
         final List<String> wordArray = new ArrayList<>(wordToMeta.size());
         final TByteArrayList meta = new TByteArrayList(wordToMeta.size());
         final List<VarintCodedSequence> positions = new ArrayList<>(wordToMeta.size());
@@ -113,6 +112,13 @@ public class DocumentKeywordsBuilder {
         newWords.forEach(word -> wordToMeta.putIfAbsent(word, meta));
     }
 
+    public void addSyntheticTerm(String newWord) {
+        byte meta = WordFlags.Synthetic.asBit();
+
+        wordToMeta.putIfAbsent(newWord, meta);
+    }
+
+
     public List<String> getWordsWithAnyFlag(long flags) {
         List<String> ret = new ArrayList<>();
 

code/processes/converting-process/ft-keyword-extraction/test/nu/marginalia/keyword/DocumentKeywordExtractorTest.java

@@ -13,7 +13,6 @@ import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
 import java.net.URISyntaxException;
-import java.nio.ByteBuffer;
 import java.nio.charset.Charset;
 import java.util.HashMap;
 import java.util.Map;
@@ -56,7 +55,7 @@ class DocumentKeywordExtractorTest {
                 new LinkTexts(), new EdgeUrl("https://encyclopedia.marginalia.nu/article/Don't_Tell_Me_(Madonna_song)")
         );
 
-        var keywordsBuilt = keywords.build(ByteBuffer.allocate(1024));
+        var keywordsBuilt = keywords.build();
 
         Map<String, Byte> flags = new HashMap<>();
         Map<String, CodedSequence> positions = new HashMap<>();