(index) Partition keyword lexicons by language

The project has too many submodules, and it's a bit of a headache to navigate.

build.gradle

@@ -6,6 +6,7 @@ plugins {
     // This is a workaround for a bug in the Jib plugin that causes it to stall randomly
     // https://github.com/GoogleContainerTools/jib/issues/3347
     id 'com.google.cloud.tools.jib' version '3.4.5' apply(false)
+    id 'com.adarshr.test-logger' version '4.0.0'
 }
 
 group 'marginalia'
@@ -31,7 +32,10 @@ subprojects.forEach {it ->
         jvmArgs += ['--enable-preview']
     }
     it.tasks.withType(Test).configureEach {
-        jvmArgs += ['--enable-preview']
+        jvmArgs += ['--enable-preview',
+                    '--enable-native-access=ALL-UNNAMED',
+                    '--sun-misc-unsafe-memory-access=allow',
+                    '-Dsystem.uringQueueCount=1']
     }
 
     // Enable reproducible builds for the entire project

code/common/linkdb/java/nu/marginalia/linkdb/docs/DocumentDbReader.java

@@ -6,7 +6,6 @@ import com.google.inject.name.Named;
 import gnu.trove.list.TLongList;
 import nu.marginalia.linkdb.model.DocdbUrlDetail;
 import nu.marginalia.model.EdgeUrl;
-import nu.marginalia.model.id.UrlIdCodec;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -14,7 +13,6 @@ import java.io.IOException;
 import java.net.URISyntaxException;
 import java.nio.file.Files;
 import java.nio.file.Path;
-
 import java.nio.file.StandardCopyOption;
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -104,7 +102,7 @@ public class DocumentDbReader {
         }
 
         try (var stmt = connection.prepareStatement("""
-                SELECT ID, URL, TITLE, DESCRIPTION, WORDS_TOTAL, FORMAT, FEATURES, DATA_HASH, QUALITY, PUB_YEAR
+                SELECT ID, URL, TITLE, DESCRIPTION, LANGUAGE, WORDS_TOTAL, FORMAT, FEATURES, DATA_HASH, QUALITY, PUB_YEAR
                 FROM DOCUMENT WHERE ID = ?
                 """)) {
             for (int i = 0; i < ids.size(); i++) {
@@ -118,6 +116,7 @@ public class DocumentDbReader {
                             url,
                             rs.getString("TITLE"),
                             rs.getString("DESCRIPTION"),
+                            rs.getString("LANGUAGE"),
                             rs.getDouble("QUALITY"),
                             rs.getString("FORMAT"),
                             rs.getInt("FEATURES"),

code/common/linkdb/java/nu/marginalia/linkdb/docs/DocumentDbWriter.java

@@ -41,8 +41,8 @@ public class DocumentDbWriter {
     public void add(List<DocdbUrlDetail> docdbUrlDetail) throws SQLException {
 
         try (var stmt = connection.prepareStatement("""
-                INSERT OR IGNORE INTO DOCUMENT(ID, URL, TITLE, DESCRIPTION, WORDS_TOTAL, FORMAT, FEATURES, DATA_HASH, QUALITY, PUB_YEAR)
-                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+                INSERT OR IGNORE INTO DOCUMENT(ID, URL, TITLE, DESCRIPTION, LANGUAGE, WORDS_TOTAL, FORMAT, FEATURES, DATA_HASH, QUALITY, PUB_YEAR)
+                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
                 """)) {
 
             int i = 0;
@@ -54,15 +54,16 @@ public class DocumentDbWriter {
 
                 stmt.setString(3, document.title());
                 stmt.setString(4, document.description());
-                stmt.setInt(5, document.wordsTotal());
-                stmt.setString(6, document.format());
-                stmt.setInt(7, document.features());
-                stmt.setLong(8, document.dataHash());
-                stmt.setDouble(9, document.urlQuality());
+                stmt.setString(5, document.language());
+                stmt.setInt(6, document.wordsTotal());
+                stmt.setString(7, document.format());
+                stmt.setInt(8, document.features());
+                stmt.setLong(9, document.dataHash());
+                stmt.setDouble(10, document.urlQuality());
                 if (document.pubYear() == null) {
-                    stmt.setInt(10, 0);
+                    stmt.setInt(11, 0);
                 } else {
-                    stmt.setInt(10, document.pubYear());
+                    stmt.setInt(11, document.pubYear());
                 }
 
                 stmt.addBatch();

code/common/linkdb/java/nu/marginalia/linkdb/model/DocdbUrlDetail.java

@@ -6,6 +6,7 @@ public record DocdbUrlDetail(long urlId,
                              EdgeUrl url,
                              String title,
                              String description,
+                             String language,
                              double urlQuality,
                              String format,
                              int features,

code/common/linkdb/resources/db/docdb-document.sql

@@ -6,6 +6,7 @@ CREATE TABLE DOCUMENT (
     STATE INT,
     TITLE TEXT NOT NULL,
     DESCRIPTION TEXT NOT NULL,
+    LANGUAGE TEXT NOT NULL,
 
     WORDS_TOTAL INTEGER NOT NULL,
     FORMAT TEXT NOT NULL,

code/common/linkdb/test/nu/marginalia/linkdb/DocumentDbWriterTest.java

@@ -23,6 +23,7 @@ public class DocumentDbWriterTest {
                     new nu.marginalia.model.EdgeUrl("http", new EdgeDomain("example.com"), null, "/", null),
                     "Test",
                     "This is a test",
+                    "en",
                     -4.,
                     "XHTML",
                     5,

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

@@ -27,8 +27,9 @@ public class GrpcChannelPoolFactory {
     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 = NamedExecutorFactory.createFixed("gRPC-Offload-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;
@@ -43,6 +43,7 @@ public class GrpcServer {
                 .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/build.gradle

@@ -22,7 +22,6 @@ dependencies {
     implementation project(':code:processes:ping-process')
     implementation project(':code:processes:new-domain-process')
     implementation project(':code:processes:converting-process')
-    implementation project(':code:processes:index-constructor-process')
 
     implementation project(':code:common:config')
     implementation project(':code:common:model')
@@ -34,7 +33,7 @@ dependencies {
     implementation project(':third-party:commons-codec')
 
     implementation project(':code:libraries:message-queue')
-    implementation project(':code:libraries:term-frequency-dict')
+    implementation project(':code:libraries:language-processing')
 
     implementation project(':code:functions:link-graph:api')
     implementation project(':code:functions:live-capture:api')

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/process/ProcessSpawnerService.java

@@ -5,7 +5,6 @@ import com.google.inject.Singleton;
 import nu.marginalia.WmsaHome;
 import nu.marginalia.converting.ConverterMain;
 import nu.marginalia.crawl.CrawlerMain;
-import nu.marginalia.index.IndexConstructorMain;
 import nu.marginalia.livecrawler.LiveCrawlerMain;
 import nu.marginalia.loading.LoaderMain;
 import nu.marginalia.ndp.NdpMain;
@@ -57,7 +56,7 @@ public class ProcessSpawnerService {
         LIVE_CRAWLER(LiveCrawlerMain.class),
         CONVERTER(ConverterMain.class),
         LOADER(LoaderMain.class),
-        INDEX_CONSTRUCTOR(IndexConstructorMain.class),
+        INDEX_CONSTRUCTOR("nu.marginalia.index.IndexConstructorMain"),
         NDP(NdpMain.class),
         EXPORT_TASKS(ExportTasksMain.class),
         ;
@@ -66,6 +65,9 @@ public class ProcessSpawnerService {
         ProcessId(Class<? extends ProcessMainClass> mainClass) {
             this.mainClass = mainClass.getName();
         }
+        ProcessId(String mainClassFullName) {
+            this.mainClass = mainClassFullName;
+        }
 
         List<String> envOpts() {
             String variable = switch (this) {

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));
@@ -88,14 +99,78 @@ 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<>();
 
         try (var stmt = connection.prepareStatement("""
                 SELECT url, sample, requests, accepted_popover
-                FROM samples 
+                FROM samples
                 WHERE domain = ?
                 """))
         {
@@ -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/build.gradle

@@ -22,7 +22,6 @@ dependencies {
     implementation project(':code:common:model')
     implementation project(':code:common:config')
     implementation project(':code:common:service')
-    implementation project(':code:index:query')
     implementation project(':code:libraries:language-processing')
 
     implementation libs.bundles.slf4j

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

@@ -2,8 +2,8 @@ package nu.marginalia.api.searchquery;
 
 import nu.marginalia.api.searchquery.model.query.SearchPhraseConstraint;
 import nu.marginalia.api.searchquery.model.query.SearchQuery;
-import nu.marginalia.index.query.limit.SpecificationLimit;
-import nu.marginalia.index.query.limit.SpecificationLimitType;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimit;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimitType;
 
 import java.util.ArrayList;
 import java.util.List;

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

@@ -9,7 +9,7 @@ import nu.marginalia.api.searchquery.model.results.debug.DebugFactor;
 import nu.marginalia.api.searchquery.model.results.debug.DebugFactorGroup;
 import nu.marginalia.api.searchquery.model.results.debug.DebugTermFactorGroup;
 import nu.marginalia.api.searchquery.model.results.debug.ResultRankingDetails;
-import nu.marginalia.index.query.limit.QueryStrategy;
+import nu.marginalia.api.searchquery.model.query.QueryStrategy;
 import nu.marginalia.model.EdgeUrl;
 
 import java.util.ArrayList;
@@ -28,6 +28,7 @@ public class QueryProtobufCodec {
 
         builder.setSearchSetIdentifier(query.specs.searchSetIdentifier);
         builder.setHumanQuery(request.getHumanQuery());
+        builder.setLangIsoCode(query.langIsoCode);
 
         builder.setNsfwFilterTierValue(request.getNsfwFilterTierValue());
 
@@ -76,6 +77,7 @@ public class QueryProtobufCodec {
 
         builder.setSearchSetIdentifier(query.specs.searchSetIdentifier);
         builder.setHumanQuery(humanQuery);
+        builder.setLangIsoCode(query.langIsoCode);
 
         builder.setNsfwFilterTier(RpcIndexQuery.NSFW_FILTER_TIER.DANGER);
 
@@ -114,6 +116,7 @@ public class QueryProtobufCodec {
                 QueryStrategy.valueOf(request.getQueryStrategy()),
                 RpcTemporalBias.Bias.valueOf(request.getTemporalBias().getBias().name()),
                 NsfwFilterTier.fromCodedValue(request.getNsfwFilterTierValue()),
+                request.getLangIsoCode(),
                 request.getPagination().getPage()
         );
     }
@@ -304,7 +307,6 @@ 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()),
@@ -336,7 +338,8 @@ public class QueryProtobufCodec {
                 .setPagination(RpcQsQueryPagination.newBuilder()
                         .setPage(params.page())
                         .setPageSize(Math.min(100, params.limits().getResultsTotal()))
-                        .build());
+                        .build())
+                .setLangIsoCode(params.langIsoCode());
 
         if (params.nearDomain() != null)
             builder.setNearDomain(params.nearDomain());

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

@@ -1,19 +1,24 @@
 package nu.marginalia.api.searchquery.model.query;
 
-import java.util.*;
+import java.util.List;
 
 public class ProcessedQuery {
     public final SearchSpecification specs;
     public final List<String> searchTermsHuman;
     public final String domain;
+    public final String langIsoCode;
 
-    public ProcessedQuery(SearchSpecification specs, List<String> searchTermsHuman, String domain) {
+    public ProcessedQuery(SearchSpecification specs,
+                          List<String> searchTermsHuman,
+                          String domain,
+                          String langIsoCode) {
         this.specs = specs;
         this.searchTermsHuman = searchTermsHuman;
         this.domain = domain;
+        this.langIsoCode = langIsoCode;
     }
 
     public ProcessedQuery(SearchSpecification justSpecs) {
-        this(justSpecs, List.of(), null);
+        this(justSpecs, List.of(), null, "en");
     }
 }

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

@@ -2,8 +2,6 @@ package nu.marginalia.api.searchquery.model.query;
 
 import nu.marginalia.api.searchquery.RpcQueryLimits;
 import nu.marginalia.api.searchquery.RpcTemporalBias;
-import nu.marginalia.index.query.limit.QueryStrategy;
-import nu.marginalia.index.query.limit.SpecificationLimit;
 
 import javax.annotation.Nullable;
 import java.util.List;
@@ -26,10 +24,11 @@ public record QueryParams(
         QueryStrategy queryStrategy,
         RpcTemporalBias.Bias temporalBias,
         NsfwFilterTier filterTier,
+        String langIsoCode,
         int page
 )
 {
-    public QueryParams(String query, RpcQueryLimits limits, String identifier, NsfwFilterTier filterTier) {
+    public QueryParams(String query, RpcQueryLimits limits, String identifier, NsfwFilterTier filterTier, String langIsoCode) {
         this(query, null,
                 List.of(),
                 List.of(),
@@ -45,6 +44,7 @@ public record QueryParams(
                 QueryStrategy.AUTO,
                 RpcTemporalBias.Bias.NONE,
                 filterTier,
+                langIsoCode,
                 1 // page
                 );
     }

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

@@ -1,4 +1,4 @@
-package nu.marginalia.index.query.limit;
+package nu.marginalia.api.searchquery.model.query;
 
 public enum QueryStrategy {
     SENTENCE,

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

@@ -2,8 +2,6 @@ package nu.marginalia.api.searchquery.model.query;
 
 import nu.marginalia.api.searchquery.RpcQueryLimits;
 import nu.marginalia.api.searchquery.RpcResultRankingParameters;
-import nu.marginalia.index.query.limit.QueryStrategy;
-import nu.marginalia.index.query.limit.SpecificationLimit;
 
 import javax.annotation.Nullable;
 import java.util.List;
@@ -18,8 +16,6 @@ public class SearchSpecification {
 
     public String searchSetIdentifier;
 
-    public final String humanQuery;
-
     public SpecificationLimit quality;
     public SpecificationLimit year;
     public SpecificationLimit size;
@@ -35,7 +31,6 @@ public class SearchSpecification {
     public SearchSpecification(SearchQuery query,
                                List<Integer> domains,
                                String searchSetIdentifier,
-                               String humanQuery,
                                SpecificationLimit quality,
                                SpecificationLimit year,
                                SpecificationLimit size,
@@ -47,7 +42,6 @@ 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 +67,6 @@ public class SearchSpecification {
         return this.searchSetIdentifier;
     }
 
-    public String getHumanQuery() {
-        return this.humanQuery;
-    }
-
     public SpecificationLimit getQuality() {
         return this.quality;
     }
@@ -106,14 +96,13 @@ 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 +133,6 @@ 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 +189,7 @@ 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/query/SpecificationLimit.java

@@ -1,4 +1,4 @@
-package nu.marginalia.index.query.limit;
+package nu.marginalia.api.searchquery.model.query;
 
 public record SpecificationLimit(SpecificationLimitType type, int value) {
     public boolean isNone() {

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

@@ -1,4 +1,4 @@
-package nu.marginalia.index.query.limit;
+package nu.marginalia.api.searchquery.model.query;
 
 public enum SpecificationLimitType {
     NONE,

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/api/src/main/protobuf/query-api.proto

@@ -34,6 +34,7 @@ message RpcQsQuery {
   RpcQsQueryPagination pagination = 17;
 
   NSFW_FILTER_TIER nsfwFilterTier = 18;
+  string langIsoCode = 19;
 
   enum NSFW_FILTER_TIER {
     NONE = 0;
@@ -88,6 +89,7 @@ message RpcIndexQuery {
   RpcResultRankingParameters parameters = 12;
 
   NSFW_FILTER_TIER nsfwFilterTier = 13;
+  string langIsoCode = 14;
 
   enum NSFW_FILTER_TIER {
     NONE = 0;

code/functions/search-query/api/test/nu/marginalia/index/client/IndexProtobufCodecTest.java

@@ -3,7 +3,7 @@ package nu.marginalia.index.client;
 import nu.marginalia.api.searchquery.IndexProtobufCodec;
 import nu.marginalia.api.searchquery.model.query.SearchPhraseConstraint;
 import nu.marginalia.api.searchquery.model.query.SearchQuery;
-import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimit;
 import org.junit.jupiter.api.Test;
 
 import java.util.List;

code/functions/search-query/build.gradle

@@ -22,18 +22,13 @@ dependencies {
     implementation project(':code:functions:nsfw-domain-filter')
     implementation project(':code:functions:search-query:api')
 
-    implementation project(':code:index:query')
-
     implementation project(':code:libraries:language-processing')
-    implementation project(':code:libraries:term-frequency-dict')
 
     implementation project(':third-party:porterstemmer')
     implementation project(':third-party:openzim')
     implementation project(':third-party:commons-codec')
 
     implementation project(':code:libraries:language-processing')
-    implementation project(':code:libraries:term-frequency-dict')
-    implementation project(':code:processes:converting-process:ft-keyword-extraction')
 
     implementation libs.bundles.slf4j
 

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

@@ -8,8 +8,8 @@ import nu.marginalia.api.searchquery.model.query.*;
 import nu.marginalia.functions.searchquery.query_parser.QueryExpansion;
 import nu.marginalia.functions.searchquery.query_parser.QueryParser;
 import nu.marginalia.functions.searchquery.query_parser.token.QueryToken;
-import nu.marginalia.index.query.limit.QueryStrategy;
-import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.api.searchquery.model.query.QueryStrategy;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimit;
 import nu.marginalia.language.WordPatterns;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
@@ -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)
@@ -170,7 +167,7 @@ public class QueryFactory {
         specs.query.searchTermsPriority.addAll(params.tacitPriority());
         specs.query.searchTermsExclude.addAll(params.tacitExcludes());
 
-        return new ProcessedQuery(specs, searchTermsHuman, domain);
+        return new ProcessedQuery(specs, searchTermsHuman, domain, params.langIsoCode());
     }
 
     private void analyzeSearchTerm(List<String> problems, String str, String displayStr) {

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/java/nu/marginalia/functions/searchquery/query_parser/QueryParser.java

@@ -1,7 +1,7 @@
 package nu.marginalia.functions.searchquery.query_parser;
 
 import nu.marginalia.functions.searchquery.query_parser.token.QueryToken;
-import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimit;
 import nu.marginalia.language.WordPatterns;
 import nu.marginalia.language.encoding.AsciiFlattener;
 import nu.marginalia.util.transform_list.TransformList;

code/functions/search-query/java/nu/marginalia/functions/searchquery/query_parser/token/QueryToken.java

@@ -1,7 +1,7 @@
 package nu.marginalia.functions.searchquery.query_parser.token;
 
 
-import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimit;
 
 public sealed interface QueryToken {
     String str();

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

@@ -3,14 +3,9 @@ package nu.marginalia.query.svc;
 import nu.marginalia.WmsaHome;
 import nu.marginalia.api.searchquery.RpcQueryLimits;
 import nu.marginalia.api.searchquery.RpcTemporalBias;
-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.query.*;
 import nu.marginalia.functions.searchquery.QueryFactory;
 import nu.marginalia.functions.searchquery.query_parser.QueryExpansion;
-import nu.marginalia.index.query.limit.QueryStrategy;
-import nu.marginalia.index.query.limit.SpecificationLimit;
-import nu.marginalia.index.query.limit.SpecificationLimitType;
 import nu.marginalia.segmentation.NgramLexicon;
 import nu.marginalia.term_frequency_dict.TermFrequencyDict;
 import org.junit.jupiter.api.Assertions;
@@ -60,6 +55,7 @@ public class QueryFactoryTest {
                         QueryStrategy.AUTO,
                         RpcTemporalBias.Bias.NONE,
                         NsfwFilterTier.OFF,
+                        "en",
                         0), null).specs;
     }
 
@@ -216,6 +212,12 @@ public class QueryFactoryTest {
     }
 
 
+    @Test
+    public void testExpansion10() {
+        var subquery = parseAndGetSpecs("when was captain james cook born");
+        System.out.println(subquery);
+    }
+
     @Test
     public void testContractionWordNum() {
         var subquery = parseAndGetSpecs("glove 80");
@@ -241,7 +243,6 @@ 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/build.gradle

@@ -22,8 +22,13 @@ dependencies {
 
     implementation project(':code:libraries:array')
     implementation project(':code:libraries:btree')
+    implementation project(':code:libraries:skiplist')
+    implementation project(':code:libraries:native')
+    implementation project(':code:libraries:random-write-funnel')
     implementation project(':code:libraries:coded-sequence')
     implementation project(':code:libraries:language-processing')
+    implementation project(':code:libraries:message-queue')
+
 
     implementation project(':code:common:db')
     implementation project(':code:common:config')
@@ -32,11 +37,9 @@ dependencies {
     implementation project(':code:common:service')
 
     implementation project(':code:processes:converting-process:model')
+    implementation project(':code:processes:process-mq-api')
 
     implementation project(':code:functions:search-query:api')
-    implementation project(':code:index:index-forward')
-    implementation project(':code:index:index-reverse')
-    implementation project(':code:index:query')
     implementation project(':code:index:index-journal')
 
 
@@ -74,7 +77,7 @@ dependencies {
     testImplementation 'org.testcontainers:mariadb:1.17.4'
     testImplementation 'org.testcontainers:junit-jupiter:1.17.4'
     testImplementation project(':code:libraries:test-helpers')
-    testImplementation project(':code:libraries:term-frequency-dict')
+    testImplementation project(':code:libraries:language-processing')
     testImplementation project(':code:libraries:braille-block-punch-cards')
     testImplementation project(':code:libraries:test-helpers')
 }

code/index/index-forward/build.gradle

@@ -1,38 +0,0 @@
-plugins {
-    id 'java'
-
-    id 'jvm-test-suite'
-}
-
-java {
-    toolchain {
-        languageVersion.set(JavaLanguageVersion.of(rootProject.ext.jvmVersion))
-    }
-}
-
-apply from: "$rootProject.projectDir/srcsets.gradle"
-
-dependencies {
-    implementation project(':code:libraries:array')
-    implementation project(':code:libraries:btree')
-    implementation project(':code:libraries:coded-sequence')
-    implementation project(':code:libraries:language-processing')
-    implementation project(':code:index:query')
-    implementation project(':code:index:index-journal')
-    implementation project(':code:common:model')
-    implementation project(':code:common:service')
-    implementation project(':code:processes:converting-process:model')
-
-    implementation libs.bundles.slf4j
-
-    implementation libs.prometheus
-    implementation libs.roaringbitmap
-    implementation libs.fastutil
-    implementation libs.trove
-    implementation libs.slop
-
-    testImplementation project(':code:libraries:test-helpers')
-    testImplementation libs.bundles.slf4j.test
-    testImplementation libs.bundles.junit
-    testImplementation libs.mockito
-}

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

@@ -1,33 +0,0 @@
-package nu.marginalia.index.forward;
-
-import java.nio.file.Path;
-
-public class ForwardIndexFileNames {
-    public static Path resolve(Path basePath, FileIdentifier identifier, FileVersion version) {
-        return switch (identifier) {
-            case DOC_ID -> switch (version) {
-                case NEXT -> basePath.resolve("fwd-doc-id.dat.next");
-                case CURRENT -> basePath.resolve("fwd-doc-id.dat");
-            };
-            case DOC_DATA -> switch (version) {
-                case NEXT -> basePath.resolve("fwd-doc-data.dat.next");
-                case CURRENT -> basePath.resolve("fwd-doc-data.dat");
-            };
-            case SPANS_DATA -> switch (version) {
-                case NEXT -> basePath.resolve("fwd-spans.dat.next");
-                case CURRENT -> basePath.resolve("fwd-spans.dat");
-            };
-        };
-    }
-
-    public enum FileVersion {
-        CURRENT,
-        NEXT
-    }
-
-    public enum FileIdentifier {
-        DOC_DATA,
-        SPANS_DATA,
-        DOC_ID
-    }
-}

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

@@ -1,59 +0,0 @@
-package nu.marginalia.index.forward.spans;
-
-import nu.marginalia.sequence.VarintCodedSequence;
-
-import java.io.IOException;
-import java.lang.foreign.Arena;
-import java.nio.ByteBuffer;
-import java.nio.channels.FileChannel;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.StandardOpenOption;
-
-@SuppressWarnings("preview")
-public class ForwardIndexSpansReader implements AutoCloseable {
-    private final FileChannel spansFileChannel;
-
-    public ForwardIndexSpansReader(Path spansFile) throws IOException {
-        this.spansFileChannel = (FileChannel) Files.newByteChannel(spansFile, StandardOpenOption.READ);
-    }
-
-    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);
-
-        // Allocate a buffer from the arena
-        var buffer = arena.allocate(size).asByteBuffer();
-        buffer.clear();
-        while (buffer.hasRemaining()) {
-            spansFileChannel.read(buffer, offset + buffer.position());
-        }
-        buffer.flip();
-
-        // Read the number of spans in the document
-        int count = buffer.get();
-
-        DocumentSpans ret = new DocumentSpans();
-
-        // Decode each span
-        while (count-- > 0) {
-            byte code = buffer.get();
-            short len = buffer.getShort();
-
-            ByteBuffer data = buffer.slice(buffer.position(), len);
-            ret.accept(code, new VarintCodedSequence(data));
-
-            // Reset the buffer position to the end of the span
-            buffer.position(buffer.position() + len);
-        }
-
-        return ret;
-    }
-
-    @Override
-    public void close() throws IOException {
-        spansFileChannel.close();
-    }
-
-}

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

@@ -1,52 +0,0 @@
-package nu.marginalia.index.forward.spans;
-
-import java.io.IOException;
-import java.nio.ByteBuffer;
-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 {
-    private final FileChannel outputChannel;
-    private final ByteBuffer work = ByteBuffer.allocate(32);
-
-    private long stateStartOffset = -1;
-    private int stateLength = -1;
-
-    public ForwardIndexSpansWriter(Path outputFileSpansData) throws IOException {
-        this.outputChannel = (FileChannel) Files.newByteChannel(outputFileSpansData, StandardOpenOption.READ, StandardOpenOption.WRITE, StandardOpenOption.CREATE);
-    }
-
-    public void beginRecord(int count) throws IOException {
-        stateStartOffset = outputChannel.position();
-        stateLength = 0;
-
-        work.clear();
-        work.put((byte) count);
-        work.flip();
-
-        while (work.hasRemaining())
-            stateLength += outputChannel.write(work);
-    }
-
-    public void writeSpan(byte spanCode, ByteBuffer sequenceData) throws IOException {
-        work.clear();
-        work.put(spanCode);
-        work.putShort((short) sequenceData.remaining());
-        work.flip();
-
-        while (work.hasRemaining() || sequenceData.hasRemaining()) {
-            stateLength += (int) outputChannel.write(new ByteBuffer[]{work, sequenceData});
-        }
-    }
-
-    public long endRecord() {
-        return SpansCodec.encode(stateStartOffset, stateLength);
-    }
-
-    @Override
-    public void close() throws IOException {
-        outputChannel.close();
-    }
-}

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

@@ -1,17 +0,0 @@
-package nu.marginalia.index.forward.spans;
-
-public class SpansCodec {
-    public static long encode(long startOffset, long size) {
-        assert size < 0x1000_0000L : "Size must be less than 2^28";
-
-        return startOffset << 28 | (size & 0xFFF_FFFFL);
-    }
-
-    public static long decodeStartOffset(long encoded) {
-        return encoded >>> 28;
-    }
-
-    public static long decodeSize(long encoded) {
-        return encoded & 0x0FFF_FFFFL;
-    }
-}

code/index/index-forward/readme.md

@@ -1,21 +0,0 @@
-# Forward Index
-
-The forward index contains a mapping from document id to various forms of document metadata.  
-
-In practice, the forward index consists of two files, an `id` file and a `data` file.
-
-The `id` file contains a list of sorted document ids, and the `data` file contains 
-metadata for each document id, in the same order as the `id` file, with a fixed
-size record containing data associated with each document id.
-
-Each record contains a binary encoded [DocumentMetadata](../../common/model/java/nu/marginalia/model/idx/DocumentMetadata.java) object,
-as well as a [HtmlFeatures](../../common/model/java/nu/marginalia/model/crawl/HtmlFeature.java) bitmask.
-
-Unlike the reverse index, the forward index is not split into two tiers, and the data is in the same
-order as it is in the source data, and the cardinality of the document IDs is assumed to fit in memory,
-so it's relatively easy to construct.
-
-## Central Classes
-
-* [ForwardIndexConverter](java/nu/marginalia/index/forward/construction/ForwardIndexConverter.java) constructs the index.
-* [ForwardIndexReader](java/nu/marginalia/index/forward/ForwardIndexReader.java) interrogates the index.

code/index/index-journal/build.gradle

@@ -14,6 +14,7 @@ apply from: "$rootProject.projectDir/srcsets.gradle"
 
 dependencies {
     implementation project(':code:libraries:coded-sequence')
+    implementation project(':code:libraries:language-processing')
     implementation project(':code:libraries:array')
     implementation project(':code:common:model')
     implementation project(':code:processes:converting-process:model')

code/index/index-journal/java/nu/marginalia/index/journal/IndexJournal.java

@@ -2,11 +2,10 @@ package nu.marginalia.index.journal;
 
 import nu.marginalia.slop.SlopTable;
 
+import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Optional;
+import java.util.*;
 
 public record IndexJournal(Path journalDir) {
 
@@ -47,4 +46,21 @@ public record IndexJournal(Path journalDir) {
 
         return instances;
     }
+
+    public Set<String> languages() {
+        try {
+            Set<String> languages = new HashSet<>(languages());
+
+            for (var instance : pages()) {
+                try (var slopTable = new SlopTable(instance.baseDir(), instance.page())) {
+                    languages.addAll(instance.openLanguageIsoCode(slopTable).getDictionary());
+                }
+            }
+
+            return languages;
+        }
+        catch (IOException ex) {
+            throw new RuntimeException("Failed to read langauges from index journal");
+        }
+    }
 }

code/index/index-journal/java/nu/marginalia/index/journal/IndexJournalPage.java

@@ -6,17 +6,22 @@ import nu.marginalia.slop.column.array.ByteArrayColumn;
 import nu.marginalia.slop.column.array.LongArrayColumn;
 import nu.marginalia.slop.column.primitive.IntColumn;
 import nu.marginalia.slop.column.primitive.LongColumn;
+import nu.marginalia.slop.column.string.EnumColumn;
 import nu.marginalia.slop.desc.StorageType;
 
 import java.io.IOException;
+import java.nio.charset.StandardCharsets;
 import java.nio.file.Path;
 
 public record IndexJournalPage(Path baseDir, int page) {
     public static IntColumn features = new IntColumn("features", StorageType.PLAIN);
     public static IntColumn size = new IntColumn("size", StorageType.PLAIN);
+
     public static LongColumn combinedId = new LongColumn("combinedId", StorageType.PLAIN);
     public static LongColumn documentMeta = new LongColumn("documentMeta", StorageType.PLAIN);
 
+    public static EnumColumn languageIsoCode = new EnumColumn("languageIsoCode", StandardCharsets.US_ASCII, StorageType.PLAIN);
+
     public static LongArrayColumn termIds = new LongArrayColumn("termIds", StorageType.ZSTD);
     public static ByteArrayColumn termMeta = new ByteArrayColumn("termMetadata", StorageType.ZSTD);
     public static VarintCodedSequenceArrayColumn positions = new VarintCodedSequenceArrayColumn("termPositions", StorageType.ZSTD);
@@ -24,6 +29,7 @@ public record IndexJournalPage(Path baseDir, int page) {
     public static ByteArrayColumn spanCodes = new ByteArrayColumn("spanCodes", StorageType.ZSTD);
     public static VarintCodedSequenceArrayColumn spans = new VarintCodedSequenceArrayColumn("spans", StorageType.ZSTD);
 
+
     public IndexJournalPage {
         if (!baseDir.toFile().isDirectory()) {
             throw new IllegalArgumentException("Invalid base directory: " + baseDir);
@@ -46,6 +52,9 @@ public record IndexJournalPage(Path baseDir, int page) {
         return size.open(table);
     }
 
+    public EnumColumn.Reader openLanguageIsoCode(SlopTable table) throws IOException {
+        return languageIsoCode.open(table);
+    }
 
     public LongArrayColumn.Reader openTermIds(SlopTable table) throws IOException {
         return termIds.open(table);

code/index/index-journal/java/nu/marginalia/index/journal/IndexJournalSlopWriter.java

@@ -1,6 +1,6 @@
 package nu.marginalia.index.journal;
 
-import nu.marginalia.hash.MurmurHash3_128;
+import nu.marginalia.language.keywords.KeywordHasher;
 import nu.marginalia.model.processed.SlopDocumentRecord;
 import nu.marginalia.sequence.slop.VarintCodedSequenceArrayColumn;
 import nu.marginalia.slop.SlopTable;
@@ -8,6 +8,7 @@ import nu.marginalia.slop.column.array.ByteArrayColumn;
 import nu.marginalia.slop.column.array.LongArrayColumn;
 import nu.marginalia.slop.column.primitive.IntColumn;
 import nu.marginalia.slop.column.primitive.LongColumn;
+import nu.marginalia.slop.column.string.EnumColumn;
 
 import java.io.IOException;
 import java.nio.file.Files;
@@ -27,8 +28,7 @@ public class IndexJournalSlopWriter extends SlopTable {
 
     private final VarintCodedSequenceArrayColumn.Writer spansWriter;
     private final ByteArrayColumn.Writer spanCodesWriter;
-
-    private static final MurmurHash3_128 hash = new MurmurHash3_128();
+    private final EnumColumn.Writer languagesWriter;
 
     public IndexJournalSlopWriter(Path dir, int page) throws IOException {
 
@@ -50,14 +50,17 @@ public class IndexJournalSlopWriter extends SlopTable {
 
         spanCodesWriter = IndexJournalPage.spanCodes.create(this);
         spansWriter = IndexJournalPage.spans.create(this);
+
+        languagesWriter = IndexJournalPage.languageIsoCode.create(this);
     }
 
-    public void put(long combinedId, SlopDocumentRecord.KeywordsProjection keywordsProjection) throws IOException {
+    public void put(long combinedId, SlopDocumentRecord.KeywordsProjection keywordsProjection, KeywordHasher hasher) throws IOException {
 
         combinedIdWriter.put(combinedId);
         featuresWriter.put(keywordsProjection.htmlFeatures());
         sizeWriter.put(keywordsProjection.length());
         documentMetaWriter.put(keywordsProjection.documentMetadata());
+        languagesWriter.put(keywordsProjection.languageIsoCode());
 
         // -- write keyword data --
 
@@ -66,7 +69,7 @@ public class IndexJournalSlopWriter extends SlopTable {
         // termIds are the special hashes of the keywords
         long[] termIds = new long[keywordsProjection.words().size()];
         for (int i = 0; i < termIds.length; i++) {
-            termIds[i] = hash.hashKeyword(keywords.get(i));
+            termIds[i] = hasher.hashKeyword(keywords.get(i));
         }
 
         termIdsWriter.put(termIds);
@@ -87,6 +90,7 @@ public class IndexJournalSlopWriter extends SlopTable {
         termIdsWriter.close();
         termMetadataWriter.close();
         termPositionsWriter.close();
+        languagesWriter.close();
         spansWriter.close();
         spanCodesWriter.close();
     }

code/index/index-perftest/build.gradle

@@ -0,0 +1,51 @@
+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:native')
+    implementation project(':code:libraries:btree')
+    implementation project(':code:libraries:language-processing')
+    implementation project(':code:common:linkdb')
+    implementation project(':code:index')
+    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/IoPatternsMain.java

@@ -0,0 +1,262 @@
+package nu.marginalia.index.perftest;
+
+import nu.marginalia.ffi.LinuxSystemCalls;
+import nu.marginalia.uring.UringFileReader;
+
+import java.io.IOException;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Random;
+import java.util.stream.LongStream;
+
+public class IoPatternsMain {
+
+    static void testBuffered(int sz, int small, int large, int iters) {
+        try {
+            Path largeFile = Path.of("/home/vlofgren/largefile.dat");
+            long fileSize = Files.size(largeFile);
+
+            Random r = new Random();
+            List<MemorySegment> segments = new ArrayList<>();
+            for (int i = 0; i < sz; i++) {
+                if (small == large) {
+                    segments.add(Arena.ofAuto().allocate(small));
+                }
+                else {
+                    segments.add(Arena.ofAuto().allocate(r.nextInt(small, large)));
+                }
+            }
+            List<Long> offsets = new ArrayList<>();
+
+            long[] samples = new long[1000];
+            int si = 0;
+
+            try (UringFileReader reader = new UringFileReader(largeFile, false)) {
+                for (int iter = 0; iter < iters; ) {
+                    if (si == samples.length) {
+                        Arrays.sort(samples);
+                        double p1 = samples[10] / 1_000.;
+                        double p10 = samples[100] / 1_000.;
+                        double p90 = samples[900] / 1_000.;
+                        double p99 = samples[990] / 1_000.;
+                        double avg = LongStream.of(samples).average().getAsDouble() / 1000.;
+                        System.out.println("B"+"\t"+avg+"\t"+p1 + " " + p10 + " " + p90 + " " + p99);
+                        si = 0;
+                        iter++;
+                    }
+
+                    offsets.clear();
+                    for (int i = 0; i < sz; i++) {
+                        offsets.add(r.nextLong(0, fileSize - 256));
+                    }
+
+                    long st = System.nanoTime();
+                    reader.read(segments, offsets);
+                    long et = System.nanoTime();
+
+                    samples[si++] = et - st;
+
+                }
+
+            }
+        }
+        catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    static void testBufferedPread(int sz, int iters) {
+        try {
+            Path largeFile = Path.of("/home/vlofgren/largefile.dat");
+            long fileSize = Files.size(largeFile);
+
+            Random r = new Random();
+            List<MemorySegment> segments = new ArrayList<>();
+            for (int i = 0; i < sz; i++) {
+                segments.add(Arena.ofAuto().allocate(r.nextInt(24, 256)));
+            }
+            List<Long> offsets = new ArrayList<>();
+
+            long[] samples = new long[1000];
+            int si = 0;
+
+            int fd = -1;
+            try {
+                fd = LinuxSystemCalls.openBuffered(largeFile);
+                LinuxSystemCalls.fadviseRandom(fd);
+
+                for (int iter = 0; iter < iters; ) {
+                    if (si == samples.length) {
+                        Arrays.sort(samples);
+                        double p1 = samples[10] / 1_000.;
+                        double p10 = samples[100] / 1_000.;
+                        double p90 = samples[900] / 1_000.;
+                        double p99 = samples[990] / 1_000.;
+                        double avg = LongStream.of(samples).average().getAsDouble() / 1000.;
+                        System.out.println("BP"+"\t"+avg+"\t"+p1 + " " + p10 + " " + p90 + " " + p99);
+                        si = 0;
+                        iter++;
+                    }
+
+                    offsets.clear();
+                    for (int i = 0; i < sz; i++) {
+                        offsets.add(r.nextLong(0, fileSize - 256));
+                    }
+
+                    long st = System.nanoTime();
+                    for (int i = 0; i < sz; i++) {
+                        LinuxSystemCalls.readAt(fd, segments.get(i), offsets.get(i));
+                    }
+                    long et = System.nanoTime();
+
+                    samples[si++] = et - st;
+                }
+            }
+            finally {
+                LinuxSystemCalls.closeFd(fd);
+            }
+        }
+        catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+
+    static void testDirect(int blockSize, int sz, int iters) {
+        try {
+            Path largeFile = Path.of("/home/vlofgren/largefile.dat");
+            int fileSizeBlocks = (int) ((Files.size(largeFile) & -blockSize) / blockSize);
+
+            Random r = new Random();
+            List<MemorySegment> segments = new ArrayList<>();
+            for (int i = 0; i < sz; i++) {
+                segments.add(Arena.ofAuto().allocate(blockSize, blockSize));
+            }
+            List<Long> offsets = new ArrayList<>();
+
+            long[] samples = new long[1000];
+            int si = 0;
+
+            try (UringFileReader reader = new UringFileReader(largeFile, true)) {
+                for (int iter = 0; iter < iters; ) {
+                    if (si == samples.length) {
+                        Arrays.sort(samples);
+                        double p1 = samples[10] / 1_000.;
+                        double p10 = samples[100] / 1_000.;
+                        double p90 = samples[900] / 1_000.;
+                        double p99 = samples[990] / 1_000.;
+                        double avg = LongStream.of(samples).average().getAsDouble() / 1000.;
+                        System.out.println("DN"+blockSize+"\t"+avg+"\t"+p1 + " " + p10 + " " + p90 + " " + p99);
+                        si = 0;
+                        iters++;
+                    }
+
+                    offsets.clear();
+                    for (int i = 0; i < sz; i++) {
+                        offsets.add(blockSize * r.nextLong(0, fileSizeBlocks));
+                    }
+
+                    long st = System.nanoTime();
+                    reader.read(segments, offsets);
+                    long et = System.nanoTime();
+
+                    samples[si++] = et - st;
+
+                }
+
+            }
+        }
+        catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+
+    static void testDirect1(int blockSize, int iters) {
+        try {
+            Path largeFile = Path.of("/home/vlofgren/largefile.dat");
+            int fileSizeBlocks = (int) ((Files.size(largeFile) & -blockSize) / blockSize);
+
+            Random r = new Random();
+            MemorySegment segment = Arena.global().allocate(blockSize, blockSize);
+
+            long[] samples = new long[1000];
+            int si = 0;
+
+            int fd = LinuxSystemCalls.openDirect(largeFile);
+            if (fd < 0) {
+                throw new IOException("open failed");
+            }
+            try {
+                for (int iter = 0; iter < iters; ) {
+                    if (si == samples.length) {
+                        Arrays.sort(samples);
+                        double p1 = samples[10] / 1_000.;
+                        double p10 = samples[100] / 1_000.;
+                        double p90 = samples[900] / 1_000.;
+                        double p99 = samples[990] / 1_000.;
+                        double avg = LongStream.of(samples).average().getAsDouble() / 1000.;
+                        System.out.println("D1"+blockSize+"\t"+avg+"\t"+p1 + " " + p10 + " " + p90 + " " + p99);
+                        si = 0;
+                        iters++;
+                    }
+
+
+                    long st = System.nanoTime();
+                    int ret;
+                    long readOffset = blockSize * r.nextLong(0, fileSizeBlocks);
+                    if (blockSize != (ret = LinuxSystemCalls.readAt(fd, segment, readOffset))) {
+                        throw new IOException("pread failed: " + ret);
+                    }
+                    long et = System.nanoTime();
+
+                    samples[si++] = et - st;
+
+                }
+
+            }
+            finally {
+                LinuxSystemCalls.closeFd(fd);
+            }
+        }
+        catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public static void main(String[] args) throws Exception {
+//        Thread.ofPlatform().start(() -> testBuffered(128,  32, 65536,1000));
+        Thread.ofPlatform().start(() -> testDirect(8192*4, 128,1000));
+//        Thread.ofPlatform().start(() -> testBuffered(128, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(128, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(128, 1000));
+//        Thread.ofPlatform().start(() -> testBufferedPread(128, 1000));
+
+//        Thread.ofPlatform().start(() -> testDirect1(1024, 1000));
+//        Thread.ofPlatform().start(() -> testDirect1(1024, 1000));
+//        Thread.ofPlatform().start(() -> testDirect1(1024, 1000));
+//        Thread.ofPlatform().start(() -> testDirect1(1024*1024, 1000));
+//        Thread.ofPlatform().start(() -> testDirect1(1024*1024, 1000));
+//        Thread.ofPlatform().start(() -> testDirect(512, 512,1000));
+//        Thread.ofPlatform().start(() -> testDirect(512, 512,1000));
+//        Thread.ofPlatform().start(() -> testDirect(512, 512,1000));
+//        Thread.ofPlatform().start(() -> testDirect(512, 100));
+//        Thread.ofPlatform().start(() -> testDirect(512, 100));
+//        Thread.ofPlatform().start(() -> testDirect(512, 100));
+//        Thread.ofPlatform().start(() -> testDirect(512, 100));
+//        Thread.ofPlatform().start(() -> testBuffered(512, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(512, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(512, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(512, 1000));
+//        Thread.ofPlatform().start(() -> testBuffered(100));
+//        Thread.ofPlatform().start(() -> testBuffered(100));
+
+        for (;;);
+//        testBuffered(100);
+    }
+}

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

@@ -0,0 +1,307 @@
+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.CombinedIndexReader;
+import nu.marginalia.index.IndexQueryExecution;
+import nu.marginalia.index.StatefulIndex;
+import nu.marginalia.index.forward.ForwardIndexReader;
+import nu.marginalia.index.model.CombinedDocIdList;
+import nu.marginalia.index.model.SearchContext;
+import nu.marginalia.index.results.DomainRankingOverrides;
+import nu.marginalia.index.results.IndexResultRankingService;
+import nu.marginalia.index.reverse.FullReverseIndexReader;
+import nu.marginalia.index.reverse.PrioReverseIndexReader;
+import nu.marginalia.index.reverse.WordLexicon;
+import nu.marginalia.index.reverse.query.IndexQuery;
+import nu.marginalia.index.searchset.SearchSetAny;
+import nu.marginalia.language.keywords.KeywordHasher;
+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;
+import java.util.concurrent.TimeoutException;
+
+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);
+            }
+
+            System.exit(0);
+        }
+        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",
+                        List.of(new WordLexicon("en", indexDir.resolve("ir/rev-words-en.dat"))),
+                        indexDir.resolve("ir/rev-docs.dat"),
+                        indexDir.resolve("ir/rev-positions.dat")
+                ),
+                new PrioReverseIndexReader(
+                        "prio",
+                        List.of(new WordLexicon("en", indexDir.resolve("ir/rev-words-prio-en.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, TimeoutException {
+
+        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, "en"), PrototypeRankingParameters.sensibleDefaults()).specs;
+
+        System.out.println("Query compiled to: " + parsedQuery.query.compiledQuery);
+
+        var rankingContext = SearchContext.create(indexReader, new KeywordHasher.AsciiIsh(), parsedQuery, new SearchSetAny());
+        List<IndexQuery> queries = indexReader.createQueries(rankingContext);
+
+        TLongArrayList allResults = new TLongArrayList();
+        LongQueryBuffer buffer = new LongQueryBuffer(512);
+
+        for (var query : queries) {
+            while (query.hasMore() && allResults.size() < 512 ) {
+                query.getMoreResults(buffer);
+                allResults.addAll(buffer.copyData());
+            }
+            if (allResults.size() >= 512)
+                break;
+        }
+        allResults.sort();
+        if (allResults.size() > 512) {
+            allResults.subList(512,  allResults.size()).clear();
+        }
+
+        var rankingData = rankingService.prepareRankingData(rankingContext, new CombinedDocIdList(allResults.toArray()));
+
+        int sum = 0;
+
+        Instant runEndTime = Instant.now().plus(runTime);
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> times = new ArrayList<>();
+
+        int iter;
+        for (iter = 0;; iter++) {
+            long start = System.nanoTime();
+            sum2 += rankingService.rankResults(rankingContext, rankingData, false).size();
+            long end = System.nanoTime();
+            times.add((end - start)/1_000_000.);
+
+            if ((iter % 100) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                if (times.size() > 100) {
+                    double[] timesSample = times.stream().mapToDouble(Double::doubleValue).skip(times.size() - 100).sorted().toArray();
+                    System.out.format("P1: %f P10: %f, P90: %f, P99: %f\n", timesSample[1], timesSample[10], timesSample[90], timesSample[99]);
+                }
+                System.out.println(Duration.between(runStartTime, Instant.now()).toMillis() / 1000. + " best times: " + (allResults.size() / 512.) *  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() / 512.) *  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(rankingData.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, "en"), 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(runTime);
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> rates = new ArrayList<>();
+        List<Double> times = new ArrayList<>();
+        int iter;
+        for (iter = 0;; iter++) {
+            var execution = new IndexQueryExecution(indexReader, rankingService, SearchContext.create(indexReader, new KeywordHasher.AsciiIsh(), parsedQuery, new SearchSetAny()), 1);
+            long start = System.nanoTime();
+            execution.run();
+            long end = System.nanoTime();
+            sum2 += execution.itemsProcessed();
+            rates.add(execution.itemsProcessed() / ((end - start)/1_000_000_000.));
+            times.add((end - start)/1_000_000.);
+            indexReader.reset();
+            if ((iter % 100) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                if (times.size() > 100) {
+                    double[] timesSample = times.stream().mapToDouble(Double::doubleValue).skip(times.size() - 100).sorted().toArray();
+                    System.out.format("P1: %f P10: %f, P90: %f, P99: %f\n", timesSample[1], timesSample[10], timesSample[90], timesSample[99]);
+                }
+                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, "en"), PrototypeRankingParameters.sensibleDefaults()).specs;
+
+        System.out.println("Query compiled to: " + parsedQuery.query.compiledQuery);
+
+        SearchContext searchContext = SearchContext.create(indexReader, new KeywordHasher.AsciiIsh(), parsedQuery, new SearchSetAny());
+
+
+        Instant runEndTime = Instant.now().plus(runTime);
+
+        LongQueryBuffer buffer = new LongQueryBuffer(512);
+        int sum1 = 0;
+        int iter;
+
+        Instant runStartTime =  Instant.now();
+        int sum2 = 0;
+        List<Double> times = new ArrayList<>();
+        for (iter = 0;; iter++) {
+            indexReader.reset();
+            List<IndexQuery> queries = indexReader.createQueries(searchContext);
+
+            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_000.);
+
+            if ((iter % 10) == 0) {
+                if (Instant.now().isAfter(runEndTime)) {
+                    break;
+                }
+                if (times.size() > 100) {
+                    double[] timesSample = times.stream().mapToDouble(Double::doubleValue).skip(times.size() - 100).sorted().toArray();
+                    System.out.format("P1: %f P10: %f, P90: %f, P99: %f\n", timesSample[1], timesSample[10], timesSample[90], timesSample[99]);
+                }
+                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/build.gradle

@@ -1,41 +0,0 @@
-plugins {
-    id 'java'
-
-
-    id 'jvm-test-suite'
-}
-
-java {
-    toolchain {
-        languageVersion.set(JavaLanguageVersion.of(rootProject.ext.jvmVersion))
-    }
-}
-
-apply from: "$rootProject.projectDir/srcsets.gradle"
-
-dependencies {
-    implementation project(':code:libraries:array')
-    implementation project(':code:libraries:btree')
-    implementation project(':code:libraries:coded-sequence')
-    implementation project(':code:libraries:random-write-funnel')
-    implementation project(':code:index:query')
-    implementation project(':code:index:index-journal')
-    implementation project(':code:common:model')
-    implementation project(':code:common:service')
-    implementation project(':code:processes:converting-process:model')
-
-    implementation project(':third-party:parquet-floor')
-    implementation project(':third-party:commons-codec')
-
-
-    implementation libs.bundles.slf4j
-
-    implementation libs.slop
-    implementation libs.fastutil
-
-    testImplementation libs.bundles.slf4j.test
-    testImplementation libs.bundles.junit
-    testImplementation libs.mockito
-    testImplementation project(':code:libraries:test-helpers')
-}
-

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

@@ -1,69 +0,0 @@
-package nu.marginalia.index;
-
-import nu.marginalia.array.page.LongQueryBuffer;
-import nu.marginalia.btree.BTreeReader;
-import nu.marginalia.index.query.EntrySource;
-
-import static java.lang.Math.min;
-
-public class FullIndexEntrySource implements EntrySource {
-    private final String name;
-    private final BTreeReader reader;
-
-    int pos;
-    int endOffset;
-
-    final int entrySize;
-    private final long wordId;
-
-    public FullIndexEntrySource(String name,
-                                BTreeReader reader,
-                                int entrySize,
-                                long wordId) {
-        this.name = name;
-        this.reader = reader;
-        this.entrySize = entrySize;
-        this.wordId = wordId;
-
-        pos = 0;
-        endOffset = pos + entrySize * reader.numEntries();
-    }
-
-    @Override
-    public void skip(int n) {
-        pos += n;
-    }
-
-    @Override
-    public void read(LongQueryBuffer buffer) {
-        buffer.reset();
-        buffer.end = min(buffer.end, endOffset - pos);
-        reader.readData(buffer.data, buffer.end, pos);
-        pos += buffer.end;
-
-        destagger(buffer);
-        buffer.uniq();
-    }
-
-    private void destagger(LongQueryBuffer buffer) {
-        if (entrySize == 1)
-            return;
-
-        for (int ri = entrySize, wi=1; ri < buffer.end ; ri+=entrySize, wi++) {
-            buffer.data.set(wi, buffer.data.get(ri));
-        }
-
-        buffer.end /= entrySize;
-    }
-
-    @Override
-    public boolean hasMore() {
-        return pos < endOffset;
-    }
-
-
-    @Override
-    public String indexName() {
-        return name + ":" + Long.toHexString(wordId);
-    }
-}

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

@@ -1,188 +0,0 @@
-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.query.EmptyEntrySource;
-import nu.marginalia.index.query.EntrySource;
-import nu.marginalia.index.query.ReverseIndexRejectFilter;
-import nu.marginalia.index.query.ReverseIndexRetainFilter;
-import nu.marginalia.index.query.filter.QueryFilterLetThrough;
-import nu.marginalia.index.query.filter.QueryFilterNoPass;
-import nu.marginalia.index.query.filter.QueryFilterStepIf;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.lang.foreign.Arena;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.concurrent.Executors;
-
-public class FullReverseIndexReader {
-    private final LongArray words;
-    private final LongArray documents;
-    private final long wordsDataOffset;
-    private final Logger logger = LoggerFactory.getLogger(getClass());
-    private final BTreeReader wordsBTreeReader;
-    private final String name;
-
-    private final PositionsFileReader positionsFileReader;
-
-    public FullReverseIndexReader(String name,
-                                  Path words,
-                                  Path documents,
-                                  PositionsFileReader positionsFileReader) throws IOException {
-        this.name = name;
-
-        this.positionsFileReader = positionsFileReader;
-
-        if (!Files.exists(words) || !Files.exists(documents)) {
-            this.words = null;
-            this.documents = null;
-            this.wordsBTreeReader = null;
-            this.wordsDataOffset = -1;
-            return;
-        }
-
-        logger.info("Switching reverse index");
-
-        this.words = LongArrayFactory.mmapForReadingShared(words);
-        this.documents = LongArrayFactory.mmapForReadingShared(documents);
-
-        wordsBTreeReader = new BTreeReader(this.words, ReverseIndexParameters.wordsBTreeContext, 0);
-        wordsDataOffset = wordsBTreeReader.getHeader().dataOffsetLongs();
-
-        if (getClass().desiredAssertionStatus()) {
-            if (Boolean.getBoolean("index-self-test")) {
-                Executors.newSingleThreadExecutor().execute(this::selfTest);
-            }
-        }
-    }
-
-    private void selfTest() {
-        logger.info("Running self test program");
-
-        long wordsDataSize = wordsBTreeReader.getHeader().numEntries() * 2L;
-        var wordsDataRange = words.range(wordsDataOffset, wordsDataOffset + wordsDataSize);
-
-//        ReverseIndexSelfTest.runSelfTest1(wordsDataRange, wordsDataSize);
-//        ReverseIndexSelfTest.runSelfTest2(wordsDataRange, documents);
-//        ReverseIndexSelfTest.runSelfTest3(wordsDataRange, wordsBTreeReader);
-//        ReverseIndexSelfTest.runSelfTest4(wordsDataRange, documents);
-        ReverseIndexSelfTest.runSelfTest5(wordsDataRange, wordsBTreeReader);
-        ReverseIndexSelfTest.runSelfTest6(wordsDataRange, documents);
-    }
-
-
-    /** Calculate the offset of the word in the documents.
-     * If the return-value is negative, the term does not exist
-     * in the index.
-     */
-    long wordOffset(long termId) {
-        long idx = wordsBTreeReader.findEntry(termId);
-
-        if (idx < 0)
-            return -1L;
-
-        return words.get(wordsDataOffset + idx + 1);
-    }
-
-    public EntrySource documents(long termId) {
-        if (null == words) {
-            logger.warn("Reverse index is not ready, dropping query");
-            return new EmptyEntrySource();
-        }
-
-        long offset = wordOffset(termId);
-
-        if (offset < 0) // No documents
-            return new EmptyEntrySource();
-
-        return new FullIndexEntrySource(name, createReaderNew(offset), 2, termId);
-    }
-
-    /** Create a filter step requiring the specified termId to exist in the documents */
-    public QueryFilterStepIf also(long termId) {
-        long offset = wordOffset(termId);
-
-        if (offset < 0) // No documents
-            return new QueryFilterNoPass();
-
-        return new ReverseIndexRetainFilter(createReaderNew(offset), name, termId);
-    }
-
-    /** Create a filter step requiring the specified termId to be absent from the documents */
-    public QueryFilterStepIf not(long termId) {
-        long offset = wordOffset(termId);
-
-        if (offset < 0) // No documents
-            return new QueryFilterLetThrough();
-
-        return new ReverseIndexRejectFilter(createReaderNew(offset));
-    }
-
-    /** Return the number of documents with the termId in the index */
-    public int numDocuments(long termId) {
-        long offset = wordOffset(termId);
-
-        if (offset < 0)
-            return 0;
-
-        return createReaderNew(offset).numEntries();
-    }
-
-    /** Create a BTreeReader for the document offset associated with a termId */
-    private BTreeReader createReaderNew(long offset) {
-        return new BTreeReader(
-                documents,
-                ReverseIndexParameters.fullDocsBTreeContext,
-                offset);
-    }
-
-    public TermData[] getTermData(Arena arena,
-                                  long termId,
-                                  long[] docIds)
-    {
-        var ret = new TermData[docIds.length];
-
-        long offset = wordOffset(termId);
-
-        if (offset < 0) {
-            // This is likely a bug in the code, but we can't throw an exception here
-            logger.debug("Missing offset for word {}", termId);
-            return ret;
-        }
-
-        var reader = createReaderNew(offset);
-
-        // 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;
-    }
-
-    public void close() {
-        if (documents != null)
-            documents.close();
-
-        if (words != null)
-            words.close();
-
-        if (positionsFileReader != null) {
-            try {
-                positionsFileReader.close();
-            } catch (IOException e) {
-                logger.error("Failed to close positions file reader", e);
-            }
-        }
-    }
-
-}

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

@@ -1,33 +0,0 @@
-package nu.marginalia.index;
-
-import java.nio.file.Path;
-
-public class ReverseIndexFullFileNames {
-    public static Path resolve(Path basePath, FileIdentifier identifier, FileVersion version) {
-        return switch (identifier) {
-            case WORDS -> switch (version) {
-                case NEXT -> basePath.resolve("rev-words.dat.next");
-                case CURRENT -> basePath.resolve("rev-words.dat");
-            };
-            case DOCS -> switch (version) {
-                case NEXT -> basePath.resolve("rev-docs.dat.next");
-                case CURRENT -> basePath.resolve("rev-docs.dat");
-            };
-            case POSITIONS -> switch (version) {
-                case NEXT -> basePath.resolve("rev-positions.dat.next");
-                case CURRENT -> basePath.resolve("rev-positions.dat");
-            };
-        };
-    }
-
-    public enum FileVersion {
-        CURRENT,
-        NEXT,
-    }
-
-    public enum FileIdentifier {
-        WORDS,
-        DOCS,
-        POSITIONS,
-    }
-}

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

@@ -1,11 +0,0 @@
-package nu.marginalia.index;
-
-import nu.marginalia.btree.model.BTreeBlockSize;
-import nu.marginalia.btree.model.BTreeContext;
-
-public class ReverseIndexParameters
-{
-    public static final BTreeContext prioDocsBTreeContext = new BTreeContext(5, 1, BTreeBlockSize.BS_2048);
-    public static final BTreeContext fullDocsBTreeContext = new BTreeContext(5, 2, BTreeBlockSize.BS_2048);
-    public static final BTreeContext wordsBTreeContext = new BTreeContext(5, 2, BTreeBlockSize.BS_2048);
-}

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

@@ -1,28 +0,0 @@
-package nu.marginalia.index;
-
-import java.nio.file.Path;
-
-public class ReverseIndexPrioFileNames {
-    public static Path resolve(Path basePath, FileIdentifier identifier, FileVersion version) {
-        return switch (identifier) {
-            case WORDS -> switch (version) {
-                case NEXT -> basePath.resolve("rev-prio-words.dat.next");
-                case CURRENT -> basePath.resolve("rev-prio-words.dat");
-            };
-            case DOCS -> switch (version) {
-                case NEXT -> basePath.resolve("rev-prio-docs.dat.next");
-                case CURRENT -> basePath.resolve("rev-prio-docs.dat");
-            };
-        };
-    }
-
-    public enum FileVersion {
-        CURRENT,
-        NEXT
-    }
-
-    public enum FileIdentifier {
-        WORDS,
-        DOCS,
-    }
-}

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

@@ -1,109 +0,0 @@
-package nu.marginalia.index;
-
-import it.unimi.dsi.fastutil.longs.LongOpenHashSet;
-import nu.marginalia.array.LongArray;
-import nu.marginalia.btree.BTreeReader;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.Random;
-
-public class ReverseIndexSelfTest {
-    private static final Logger logger = LoggerFactory.getLogger(ReverseIndexSelfTest.class);
-    public static void runSelfTest1(LongArray wordsDataRange, long wordsDataSize) {
-        logger.info("Starting test 1");
-
-        if (!wordsDataRange.isSortedN(2, 0, wordsDataSize))
-            logger.error("Failed test 1: Words data is not sorted");
-        else
-            logger.info("Passed test 1");
-    }
-
-    public static void runSelfTest2(LongArray wordsDataRange, LongArray documents) {
-        logger.info("Starting test 2");
-        for (long i = 1; i < wordsDataRange.size(); i+=2) {
-            var docsBTreeReader = new BTreeReader(documents, ReverseIndexParameters.fullDocsBTreeContext, wordsDataRange.get(i));
-            var header = docsBTreeReader.getHeader();
-            var docRange = documents.range(header.dataOffsetLongs(), header.dataOffsetLongs() + header.numEntries() * 2L);
-
-            if (!docRange.isSortedN(2, 0, header.numEntries() * 2L)) {
-                logger.error("Failed test 2: numEntries={}, offset={}", header.numEntries(), header.dataOffsetLongs());
-                return;
-            }
-        }
-
-        logger.info("Passed test 2");
-    }
-
-    public static void runSelfTest3(LongArray wordsDataRange, BTreeReader reader) {
-        logger.info("Starting test 3");
-        for (long i = 0; i < wordsDataRange.size(); i+=2) {
-            if (reader.findEntry(wordsDataRange.get(i)) < 0) {
-                logger.error("Failed Test 3");
-                return;
-            }
-        }
-        logger.info("Passed test 3");
-    }
-
-    public static void runSelfTest4(LongArray wordsDataRange, LongArray documents) {
-        logger.info("Starting test 4");
-        for (long i = 1; i < wordsDataRange.size(); i+=2) {
-            var docsBTreeReader = new BTreeReader(documents, ReverseIndexParameters.fullDocsBTreeContext, wordsDataRange.get(i));
-            var header = docsBTreeReader.getHeader();
-            var docRange = documents.range(header.dataOffsetLongs(), header.dataOffsetLongs() + header.numEntries() * 2L);
-            for (int j = 0; j < docRange.size(); j+=2) {
-                if (docsBTreeReader.findEntry(docRange.get(j)) < 0) {
-                    logger.info("Failed test 4");
-                    return;
-                }
-            }
-        }
-        logger.info("Passed test 4");
-    }
-    public static void runSelfTest5(LongArray wordsDataRange, BTreeReader wordsBTreeReader) {
-        logger.info("Starting test 5");
-        LongOpenHashSet words = new LongOpenHashSet((int)wordsDataRange.size()/2);
-        for (int i = 0; i < wordsDataRange.size(); i+=2) {
-            words.add(wordsDataRange.get(i));
-        }
-        var random = new Random();
-        for (int i = 0; i < 100_000_000; i++) {
-            long v;
-            do {
-                v = random.nextLong();
-            } while (words.contains(v));
-            if (wordsBTreeReader.findEntry(v) >= 0) {
-                logger.error("Failed test 5 @ W{}", v);
-                return;
-            }
-        }
-        logger.info("Passed test 5");
-    }
-
-    public static void runSelfTest6(LongArray wordsDataRange, LongArray documents) {
-        logger.info("Starting test 6");
-        for (long i = 1; i < wordsDataRange.size(); i+=2) {
-            var docsBTreeReader = new BTreeReader(documents, ReverseIndexParameters.fullDocsBTreeContext, wordsDataRange.get(i));
-            var header = docsBTreeReader.getHeader();
-            var docRange = documents.range(header.dataOffsetLongs(), header.dataOffsetLongs() + header.numEntries() * 2L);
-            Long prev = null;
-            for (int j = 0; j < docRange.size(); j+=2) {
-                if (prev == null) {
-                    prev = docRange.get(j);
-                    continue;
-                }
-                long thisVal = prev + 1;
-                long nextVal = docRange.get(j);
-                while (thisVal < nextVal) {
-                    if (docsBTreeReader.findEntry(thisVal) >= 0) {
-                        logger.info("Failed test 6 @ W{}:D{}", wordsDataRange.get(i-1), thisVal);
-                        return;
-                    }
-                    thisVal++;
-                }
-            }
-        }
-        logger.info("Passed test 6");
-    }
-}

code/index/index-reverse/java/nu/marginalia/index/construction/PositionsFileConstructor.java

@@ -1,76 +0,0 @@
-package nu.marginalia.index.construction;
-
-import nu.marginalia.index.positions.PositionCodec;
-
-import java.io.IOException;
-import java.nio.ByteBuffer;
-import java.nio.channels.FileChannel;
-import java.nio.file.Path;
-import java.nio.file.StandardOpenOption;
-
-/** A class for constructing a positions file.  This class is thread-safe.
- *
- * <p></p>
- *
- * The positions data is concatenated in the file, with each term's metadata
- * followed by its positions.  The metadata is a single byte, and the positions
- * are encoded using the Elias Gamma code, with zero padded bits at the end to
- * get octet alignment.
- *
- * <p></p>
- *
- * It is the responsibility of the caller to keep track of the byte offset of
- * each posting in the file.
- */
-public class PositionsFileConstructor implements AutoCloseable {
-    private final ByteBuffer workBuffer = ByteBuffer.allocate(65536);
-    
-    private final Path file;
-    private final FileChannel channel;
-
-    private long offset;
-
-    public PositionsFileConstructor(Path file) throws IOException {
-        this.file = file;
-
-        channel = FileChannel.open(file, StandardOpenOption.CREATE, StandardOpenOption.WRITE);
-    }
-
-    /** Add a term to the positions file
-     * @param termMeta the term metadata
-     * @param positionsBuffer the positions of the term
-     * @return the offset of the term in the file, with the size of the data in the highest byte
-     */
-    public long add(byte termMeta, ByteBuffer positionsBuffer) throws IOException {
-        synchronized (file) {
-            int size = 1 + positionsBuffer.remaining();
-
-            if (workBuffer.remaining() < size) {
-                workBuffer.flip();
-                channel.write(workBuffer);
-                workBuffer.clear();
-            }
-
-            workBuffer.put(termMeta);
-            workBuffer.put(positionsBuffer);
-
-            long ret = PositionCodec.encode(size, offset);
-
-            offset += size;
-
-            return ret;
-        }
-    }
-
-    public void close() throws IOException {
-        if (workBuffer.hasRemaining()) {
-            workBuffer.flip();
-
-            while (workBuffer.hasRemaining())
-                channel.write(workBuffer);
-        }
-
-        channel.force(false);
-        channel.close();
-    }
-}

code/index/index-reverse/java/nu/marginalia/index/construction/full/FullIndexBTreeTransformer.java

@@ -1,46 +0,0 @@
-package nu.marginalia.index.construction.full;
-
-import nu.marginalia.array.LongArray;
-import nu.marginalia.array.algo.LongArrayTransformations;
-import nu.marginalia.btree.BTreeWriter;
-import nu.marginalia.btree.model.BTreeContext;
-
-import java.io.IOException;
-
-/** Constructs the BTrees in a reverse index */
-public class FullIndexBTreeTransformer implements LongArrayTransformations.LongIOTransformer {
-    private final BTreeWriter writer;
-    private final int entrySize;
-    private final LongArray documentsArray;
-
-    long start = 0;
-    long writeOffset = 0;
-
-    public FullIndexBTreeTransformer(LongArray urlsFileMap,
-                                     int entrySize,
-                                     BTreeContext bTreeContext,
-                                     LongArray documentsArray) {
-        this.documentsArray = documentsArray;
-        this.writer = new BTreeWriter(urlsFileMap, bTreeContext);
-        this.entrySize = entrySize;
-    }
-
-    @Override
-    public long transform(long pos, long end) throws IOException {
-
-        final int size = (int) ((end - start) / entrySize);
-
-        if (size == 0) {
-            return -1;
-        }
-
-        final long offsetForBlock = writeOffset;
-
-        writeOffset += writer.write(writeOffset, size,
-                mapRegion -> mapRegion.transferFrom(documentsArray, start, 0, end - start)
-        );
-
-        start = end;
-        return offsetForBlock;
-    }
-}

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

@@ -1,43 +0,0 @@
-package nu.marginalia.index.positions;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.lang.foreign.Arena;
-import java.nio.channels.FileChannel;
-import java.nio.file.Path;
-import java.nio.file.StandardOpenOption;
-
-public class PositionsFileReader implements AutoCloseable {
-    private final FileChannel positions;
-    private static final Logger logger = LoggerFactory.getLogger(PositionsFileReader.class);
-
-    public PositionsFileReader(Path positionsFile) throws IOException {
-        this.positions = FileChannel.open(positionsFile, StandardOpenOption.READ);
-    }
-
-    /** 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);
-        }
-
-        return new TermData(buffer);
-    }
-
-    @Override
-    public void close() throws IOException {
-        positions.close();
-    }
-
-}

code/index/index-reverse/java/nu/marginalia/index/query/ReverseIndexRejectFilter.java

@@ -1,28 +0,0 @@
-package nu.marginalia.index.query;
-
-import nu.marginalia.array.page.LongQueryBuffer;
-import nu.marginalia.btree.BTreeReader;
-import nu.marginalia.index.query.filter.QueryFilterStepIf;
-
-public record ReverseIndexRejectFilter(BTreeReader range) implements QueryFilterStepIf {
-
-    @Override
-    public void apply(LongQueryBuffer buffer) {
-        range.rejectEntries(buffer);
-        buffer.finalizeFiltering();
-    }
-
-    public boolean test(long id) {
-        return range.findEntry(id) < 0;
-    }
-
-    @Override
-    public double cost() {
-        return range.numEntries();
-    }
-
-    @Override
-    public String describe() {
-        return "ReverseIndexRejectFilter[]";
-    }
-}

code/index/index-reverse/java/nu/marginalia/index/query/ReverseIndexRetainFilter.java

@@ -1,28 +0,0 @@
-package nu.marginalia.index.query;
-
-import nu.marginalia.array.page.LongQueryBuffer;
-import nu.marginalia.btree.BTreeReader;
-import nu.marginalia.index.query.filter.QueryFilterStepIf;
-
-public record ReverseIndexRetainFilter(BTreeReader range, String name, long wordId) implements QueryFilterStepIf {
-
-    @Override
-    public void apply(LongQueryBuffer buffer) {
-        range.retainEntries(buffer);
-        buffer.finalizeFiltering();
-    }
-
-    public boolean test(long id) {
-        return range.findEntry(id) >= 0;
-    }
-
-    @Override
-    public double cost() {
-        return range.numEntries();
-    }
-
-    @Override
-    public String describe() {
-        return "Retain:" + name + "/" + wordId;
-    }
-}

code/index/index-reverse/readme.md

@@ -1,56 +0,0 @@
-# Reverse Index
-
-The reverse index contains a mapping from word to document id. 
-
-There are two tiers of this index.
-
-* A priority index which only indexes terms that are flagged with priority flags<sup>1</sup>.
-* A full index that indexes all terms. 
-
-The full index also provides access to term-level metadata, while the priority index is 
-a binary index that only offers information about which documents has a specific word.
-
-The priority index is also compressed, while the full index at this point is not.
-
-[1] See WordFlags in [common/model](../../common/model/) and
-KeywordMetadata in [converting-process/ft-keyword-extraction](../../processes/converting-process/ft-keyword-extraction).
-
-## Construction
-
-The reverse index is constructed by first building a series of preindexes.
-Preindexes consist of a Segment and a Documents object.  The segment contains
-information about which word identifiers are present and how many, and the
-documents contain information about in which documents the words can be found.
-
-![Memory layout illustrations](./preindex.svg)
-
-These would typically not fit in RAM, so the index journal is paged 
-and the preindexes are constructed small enough to fit in memory, and
-then merged.  Merging sorted arrays is a very fast operation that does
-not require additional RAM.
-
-![Illustration of successively merged preindex files](./merging.svg)
-
-Once merged into  one large preindex, indexes are added to the preindex data
-to form a finalized reverse index. 
-
-![Illustration of the data layout of the finalized index](index.svg)
-## Central Classes
-
-Full index:
-* [FullPreindex](java/nu/marginalia/index/construction/full/FullPreindex.java) intermediate reverse index state.
-* [FullIndexConstructor](java/nu/marginalia/index/construction/full/FullIndexConstructor.java) constructs the index.
-* [FullReverseIndexReader](java/nu/marginalia/index/FullReverseIndexReader.java) interrogates the index.
-
-Prio index:
-* [PrioPreindex](java/nu/marginalia/index/construction/prio/PrioPreindex.java) intermediate reverse index state.
-* [PrioIndexConstructor](java/nu/marginalia/index/construction/prio/PrioIndexConstructor.java) constructs the index.
-* [PrioIndexReader](java/nu/marginalia/index/PrioReverseIndexReader.java) interrogates the index.
-
-
-## See Also
-
-* [index-journal](../index-journal)
-* [index-forward](../index-forward)
-* [libraries/btree](../../libraries/btree)
-* [libraries/array](../../libraries/array)

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

@@ -1,63 +0,0 @@
-package nu.marginalia.index;
-
-import it.unimi.dsi.fastutil.ints.IntList;
-import nu.marginalia.index.construction.PositionsFileConstructor;
-import nu.marginalia.index.positions.PositionsFileReader;
-import nu.marginalia.index.positions.TermData;
-import nu.marginalia.sequence.VarintCodedSequence;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-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;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-class PositionsFileReaderTest {
-
-    Path file;
-
-    @BeforeEach
-    void setUp() throws IOException {
-        file = Files.createTempFile("positions", "dat");
-    }
-    @AfterEach
-    void tearDown() throws IOException {
-        Files.delete(file);
-    }
-
-    @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());
-            key2 = constructor.add((byte) 51, VarintCodedSequence.generate(2, 3, 5, 1000, 5000, 20241).buffer());
-            key3 = constructor.add((byte) 61, VarintCodedSequence.generate(3, 5, 7).buffer());
-        }
-
-        System.out.println("key1: " + Long.toHexString(key1));
-        System.out.println("key2: " + Long.toHexString(key2));
-        System.out.println("key3: " + Long.toHexString(key3));
-
-        try (Arena arena = Arena.ofConfined();
-            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 data2 = reader.getTermData(arena, key2);
-            assertEquals(51, data2.flags());
-            assertEquals(IntList.of(2, 3, 5, 1000, 5000, 20241), data2.positions().values());
-
-            TermData data3 = reader.getTermData(arena, key3);
-            assertEquals(61, data3.flags());
-            assertEquals(IntList.of(3, 5, 7), data3.positions().values());
-        }
-    }
-}

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

@@ -1,49 +0,0 @@
-package nu.marginalia.index;
-
-import nu.marginalia.array.LongArrayFactory;
-import nu.marginalia.btree.BTreeReader;
-import org.junit.jupiter.api.Disabled;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-import java.nio.file.Path;
-
-import static org.junit.jupiter.api.Assertions.*;
-
-public class ReverseIndexDebugTest {
-    @Test
-    @Disabled // this is a debugging utility
-    public void debug() throws IOException {
-        long problemWord = -7909917549851025932L;
-        long problemDoc = 9079256848846028801L;
-
-        var words = LongArrayFactory.mmapForReadingConfined(Path.of("/home/vlofgren/Code/MarginaliaSearch/run/node-1/index/ir/rev-words.dat"));
-        var documents = LongArrayFactory.mmapForReadingConfined(Path.of("/home/vlofgren/Code/MarginaliaSearch/run/node-1/index/ir/rev-docs.dat"));
-
-        var wordsBTreeReader = new BTreeReader(words, ReverseIndexParameters.wordsBTreeContext, 0);
-        var wordsDataOffset = wordsBTreeReader.getHeader().dataOffsetLongs();
-
-        long wordOffset = wordsBTreeReader.findEntry(problemWord);
-        assertTrue(wordOffset >= 0);
-
-        var docsReader = new BTreeReader(documents, ReverseIndexParameters.prioDocsBTreeContext, wordOffset);
-
-        // We find problemDoc even though it doesn't exist in the document range
-        long docOffset = docsReader.findEntry(problemDoc);
-        assertTrue(docOffset < 0);
-
-        // We know it doesn't exist because when we check, we can't find it,
-        // either by iterating...
-        var dataRange = docsReader.data();
-        System.out.println(dataRange.size());
-        for (int i = 0; i < dataRange.size(); i+=2) {
-
-            assertNotEquals(problemDoc, dataRange.get(i));
-        }
-
-        // or by binary searching
-        assertTrue(dataRange.binarySearchN(2, problemDoc, 0, dataRange.size()) < 0);
-
-
-    }
-}

code/index/index-reverse/test/nu/marginalia/index/construction/full/FullPreindexFinalizeTest.java

@@ -1,149 +0,0 @@
-
-package nu.marginalia.index.construction.full;
-
-import nu.marginalia.array.LongArrayFactory;
-import nu.marginalia.btree.model.BTreeHeader;
-import nu.marginalia.hash.MurmurHash3_128;
-import nu.marginalia.index.construction.DocIdRewriter;
-import nu.marginalia.index.construction.PositionsFileConstructor;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.ArrayList;
-import java.util.List;
-
-import static nu.marginalia.index.construction.full.TestJournalFactory.EntryDataWithWordMeta;
-import static nu.marginalia.index.construction.full.TestJournalFactory.wm;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-class FullPreindexFinalizeTest {
-    TestJournalFactory journalFactory;
-    Path positionsFile;
-    Path countsFile;
-    Path wordsIdFile;
-    Path docsFile;
-    Path tempDir;
-
-    @BeforeEach
-    public void setUp() throws IOException  {
-        journalFactory = new TestJournalFactory();
-
-        positionsFile = Files.createTempFile("positions", ".dat");
-        countsFile = Files.createTempFile("counts", ".dat");
-        wordsIdFile = Files.createTempFile("words", ".dat");
-        docsFile = Files.createTempFile("docs", ".dat");
-        tempDir = Files.createTempDirectory("sort");
-    }
-
-    @AfterEach
-    public void tearDown() throws IOException {
-        journalFactory.clear();
-
-        Files.deleteIfExists(countsFile);
-        Files.deleteIfExists(wordsIdFile);
-        List<Path> contents = new ArrayList<>();
-        Files.list(tempDir).forEach(contents::add);
-        for (var tempFile : contents) {
-            Files.delete(tempFile);
-        }
-        Files.delete(tempDir);
-    }
-
-    MurmurHash3_128 hash = new MurmurHash3_128();
-    long termId(String keyword) {
-        return hash.hashKeyword(keyword);
-    }
-
-    @Test
-    public void testFinalizeSimple() throws IOException {
-        var reader = journalFactory.createReader(new EntryDataWithWordMeta(100, 101, wm(50, 51)));
-        var preindex = FullPreindex.constructPreindex(reader,
-                new PositionsFileConstructor(positionsFile),
-                DocIdRewriter.identity(), tempDir);
-
-
-        preindex.finalizeIndex(tempDir.resolve( "docs.dat"), tempDir.resolve("words.dat"));
-        preindex.delete();
-
-        Path wordsFile = tempDir.resolve("words.dat");
-        Path docsFile =  tempDir.resolve("docs.dat");
-
-        assertTrue(Files.exists(wordsFile));
-        assertTrue(Files.exists(docsFile));
-
-        System.out.println(Files.size(wordsFile));
-        System.out.println(Files.size(docsFile));
-
-        var docsArray = LongArrayFactory.mmapForReadingConfined(docsFile);
-        var wordsArray = LongArrayFactory.mmapForReadingConfined(wordsFile);
-
-        var docsHeader = new BTreeHeader(docsArray, 0);
-        var wordsHeader = new BTreeHeader(wordsArray, 0);
-
-        assertEquals(1, docsHeader.numEntries());
-        assertEquals(1, wordsHeader.numEntries());
-
-        assertEquals(100, docsArray.get(docsHeader.dataOffsetLongs() + 0));
-        assertEquals(termId("50"), wordsArray.get(wordsHeader.dataOffsetLongs()));
-    }
-
-
-    @Test
-    public void testFinalizeSimple2x2() throws IOException {
-        var reader = journalFactory.createReader(
-                new EntryDataWithWordMeta(100, 101, wm(50, 51)),
-                new EntryDataWithWordMeta(101, 101, wm(51, 52))
-                );
-
-        var preindex = FullPreindex.constructPreindex(reader,
-                new PositionsFileConstructor(positionsFile),
-                DocIdRewriter.identity(), tempDir);
-
-        preindex.finalizeIndex(tempDir.resolve( "docs.dat"), tempDir.resolve("words.dat"));
-        preindex.delete();
-
-        Path wordsFile = tempDir.resolve("words.dat");
-        Path docsFile =  tempDir.resolve("docs.dat");
-
-        assertTrue(Files.exists(wordsFile));
-        assertTrue(Files.exists(docsFile));
-
-        System.out.println(Files.size(wordsFile));
-        System.out.println(Files.size(docsFile));
-
-        var docsArray = LongArrayFactory.mmapForReadingConfined(docsFile);
-        var wordsArray = LongArrayFactory.mmapForReadingConfined(wordsFile);
-
-
-        var wordsHeader = new BTreeHeader(wordsArray, 0);
-
-        System.out.println(wordsHeader);
-
-        assertEquals(2, wordsHeader.numEntries());
-
-        long offset1 = wordsArray.get(wordsHeader.dataOffsetLongs() + 1);
-        long offset2 = wordsArray.get(wordsHeader.dataOffsetLongs() + 3);
-
-        assertEquals(termId("50"), wordsArray.get(wordsHeader.dataOffsetLongs()));
-        assertEquals(termId("50"), wordsArray.get(wordsHeader.dataOffsetLongs()));
-
-        BTreeHeader docsHeader;
-
-        docsHeader = new BTreeHeader(docsArray, offset1);
-        System.out.println(docsHeader);
-        assertEquals(1, docsHeader.numEntries());
-
-        assertEquals(100, docsArray.get(docsHeader.dataOffsetLongs() + 0));
-
-        docsHeader = new BTreeHeader(docsArray, offset2);
-        System.out.println(docsHeader);
-        assertEquals(1, docsHeader.numEntries());
-
-        assertEquals(101, docsArray.get(docsHeader.dataOffsetLongs() + 0));
-    }
-}

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/CombinedIndexReader.java

@@ -1,22 +1,24 @@
-package nu.marginalia.index.index;
+package nu.marginalia.index;
 
 import it.unimi.dsi.fastutil.longs.LongArrayList;
 import it.unimi.dsi.fastutil.longs.LongList;
 import it.unimi.dsi.fastutil.longs.LongOpenHashSet;
 import it.unimi.dsi.fastutil.longs.LongSet;
 import nu.marginalia.api.searchquery.model.compiled.aggregate.CompiledQueryAggregates;
-import nu.marginalia.index.FullReverseIndexReader;
-import nu.marginalia.index.PrioReverseIndexReader;
+import nu.marginalia.api.searchquery.model.query.SpecificationLimitType;
+import nu.marginalia.array.page.LongQueryBuffer;
 import nu.marginalia.index.forward.ForwardIndexReader;
 import nu.marginalia.index.forward.spans.DocumentSpans;
+import nu.marginalia.index.model.CombinedDocIdList;
 import nu.marginalia.index.model.QueryParams;
-import nu.marginalia.index.model.SearchTerms;
-import nu.marginalia.index.query.IndexQuery;
-import nu.marginalia.index.query.IndexQueryBuilder;
-import nu.marginalia.index.query.filter.QueryFilterStepIf;
-import nu.marginalia.index.query.limit.SpecificationLimitType;
-import nu.marginalia.index.results.model.ids.CombinedDocIdList;
-import nu.marginalia.index.results.model.ids.TermMetadataList;
+import nu.marginalia.index.model.SearchContext;
+import nu.marginalia.index.model.TermMetadataList;
+import nu.marginalia.index.reverse.FullReverseIndexReader;
+import nu.marginalia.index.reverse.IndexLanguageContext;
+import nu.marginalia.index.reverse.PrioReverseIndexReader;
+import nu.marginalia.index.reverse.query.IndexQuery;
+import nu.marginalia.index.reverse.query.IndexSearchBudget;
+import nu.marginalia.index.reverse.query.filter.QueryFilterStepIf;
 import nu.marginalia.model.id.UrlIdCodec;
 import nu.marginalia.model.idx.DocumentMetadata;
 import org.slf4j.Logger;
@@ -28,6 +30,7 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
 import java.util.function.Predicate;
 
 /** A reader for the combined forward and reverse indexes.
@@ -51,25 +54,33 @@ public class CombinedIndexReader {
         this.reverseIndexPriorityReader = reverseIndexPriorityReader;
     }
 
-    public IndexQueryBuilderImpl newQueryBuilder(IndexQuery query) {
-        return new IndexQueryBuilderImpl(reverseIndexFullReader, query);
+    public IndexLanguageContext createLanguageContext(String languageIsoCode) {
+        return new IndexLanguageContext(languageIsoCode,
+                reverseIndexFullReader.getWordLexicon(languageIsoCode),
+                reverseIndexPriorityReader.getWordLexicon(languageIsoCode)
+        );
     }
 
-    public QueryFilterStepIf hasWordFull(long termId) {
-        return reverseIndexFullReader.also(termId);
+    public IndexQueryBuilder newQueryBuilder(IndexLanguageContext context, IndexQuery query) {
+        return new IndexQueryBuilder(reverseIndexFullReader, context, query);
+    }
+
+    public QueryFilterStepIf hasWordFull(IndexLanguageContext languageContext, long termId, IndexSearchBudget budget) {
+        return reverseIndexFullReader.also(languageContext, termId, budget);
     }
 
     /** Creates a query builder for terms in the priority index */
-    public IndexQueryBuilder findPriorityWord(long wordId) {
-        return newQueryBuilder(new IndexQuery(reverseIndexPriorityReader.documents(wordId)))
-                .withSourceTerms(wordId);
+    public IndexQueryBuilder findPriorityWord(IndexLanguageContext languageContext, long wordId) {
+        IndexQuery query = new IndexQuery(reverseIndexPriorityReader.documents(languageContext, wordId), true);
+
+        return newQueryBuilder(languageContext, query).withSourceTerms(wordId);
     }
 
     /** Creates a query builder for terms in the full index */
-    public IndexQueryBuilder findFullWord(long wordId) {
-        return newQueryBuilder(
-                new IndexQuery(reverseIndexFullReader.documents(wordId)))
-                .withSourceTerms(wordId);
+    public IndexQueryBuilder findFullWord(IndexLanguageContext languageContext, long wordId) {
+        IndexQuery query = new IndexQuery(reverseIndexFullReader.documents(languageContext, wordId), false);
+
+        return newQueryBuilder(languageContext, query).withSourceTerms(wordId);
     }
 
     /** Creates a parameter matching filter step for the provided parameters */
@@ -78,21 +89,32 @@ public class CombinedIndexReader {
     }
 
     /** Returns the number of occurrences of the word in the full index */
-    public int numHits(long word) {
-        return reverseIndexFullReader.numDocuments(word);
+    public int numHits(IndexLanguageContext languageContext, long word) {
+        return reverseIndexFullReader.numDocuments(languageContext, word);
     }
 
-    public List<IndexQuery> createQueries(SearchTerms terms, QueryParams params) {
+    /** Reset caches and buffers */
+    public void reset() {
+        reverseIndexFullReader.reset();
+    }
+
+    public List<IndexQuery> createQueries(SearchContext context) {
 
         if (!isLoaded()) {
             logger.warn("Index reader not ready");
             return Collections.emptyList();
         }
 
-        List<IndexQueryBuilder> queryHeads = new ArrayList<>(10);
+        final IndexLanguageContext languageContext = context.languageContext;
+        final long[] termPriority = context.sortedDistinctIncludes((a,b) -> {
+            return Long.compare(
+                numHits(languageContext, a),
+                numHits(languageContext, b)
+            );
+        });
 
-        final long[] termPriority = terms.sortedDistinctIncludes(this::compareKeywords);
-        List<LongSet> paths = CompiledQueryAggregates.queriesAggregate(terms.compiledQuery());
+        List<IndexQueryBuilder> queryHeads = new ArrayList<>(10);
+        List<LongSet> paths = CompiledQueryAggregates.queriesAggregate(context.compiledQueryIds);
 
         // Remove any paths that do not contain all prioritized terms, as this means
         // the term is missing from the index and can never be found
@@ -102,37 +124,27 @@ public class CombinedIndexReader {
             LongList elements = new LongArrayList(path);
 
             elements.sort((a, b) -> {
-                for (int i = 0; i < termPriority.length; i++) {
-                    if (termPriority[i] == a)
+                for (long l : termPriority) {
+                    if (l == a)
                         return -1;
-                    if (termPriority[i] == b)
+                    if (l == b)
                         return 1;
                 }
                 return 0;
             });
 
-            if (!SearchTerms.stopWords.contains(elements.getLong(0))) {
-                var head = findFullWord(elements.getLong(0));
+            var head = findFullWord(languageContext, elements.getLong(0));
 
-                for (int i = 1; i < elements.size(); i++) {
-                    long termId = elements.getLong(i);
-
-                    // if a stop word is present in the query, skip the step of requiring it to be in the document,
-                    // we'll assume it's there and save IO
-                    if (SearchTerms.stopWords.contains(termId)) {
-                        continue;
-                    }
-
-                    head.addInclusionFilter(hasWordFull(termId));
-                }
-                queryHeads.add(head);
+            for (int i = 1; i < elements.size(); i++) {
+                head.addInclusionFilter(hasWordFull(languageContext, elements.getLong(i), context.budget));
             }
+            queryHeads.add(head);
 
             // If there are few paths, we can afford to check the priority index as well
             if (paths.size() < 4) {
-                var prioHead = findPriorityWord(elements.getLong(0));
+                var prioHead = findPriorityWord(languageContext, elements.getLong(0));
                 for (int i = 1; i < elements.size(); i++) {
-                    prioHead.addInclusionFilter(hasWordFull(elements.getLong(i)));
+                    prioHead.addInclusionFilter(hasWordFull(languageContext, elements.getLong(i), context.budget));
                 }
                 queryHeads.add(prioHead);
             }
@@ -142,17 +154,17 @@ public class CombinedIndexReader {
         for (var query : queryHeads) {
 
             // Advice terms are a special case, mandatory but not ranked, and exempt from re-writing
-            for (long term : terms.advice()) {
-                query = query.also(term);
+            for (long term : context.termIdsAdvice) {
+                query = query.also(term, context.budget);
             }
 
-            for (long term : terms.excludes()) {
-                query = query.not(term);
+            for (long term : context.termIdsExcludes) {
+                query = query.not(term, context.budget);
             }
 
             // Run these filter steps last, as they'll worst-case cause as many page faults as there are
             // items in the buffer
-            query.addInclusionFilter(filterForParams(params));
+            query.addInclusionFilter(filterForParams(context.queryParams));
         }
 
         return queryHeads
@@ -166,23 +178,20 @@ public class CombinedIndexReader {
         return permittedTerms::containsAll;
     }
 
-    private int compareKeywords(long a, long b) {
-        return Long.compare(
-                numHits(a),
-                numHits(b)
-        );
-    }
     /** Returns the number of occurrences of the word in the priority index */
-    public int numHitsPrio(long word) {
-        return reverseIndexPriorityReader.numDocuments(word);
+    public int numHitsPrio(IndexLanguageContext languageContext, long word) {
+        return reverseIndexPriorityReader.numDocuments(languageContext, word);
     }
 
     /** Retrieves the term metadata for the specified word for the provided documents */
-    public TermMetadataList getTermMetadata(Arena arena,
-                                            long wordId,
-                                            CombinedDocIdList docIds)
+    public TermMetadataList[] getTermMetadata(Arena arena,
+                                              IndexLanguageContext languageContext,
+                                              IndexSearchBudget budget,
+                                              long[] wordIds,
+                                              CombinedDocIdList docIds)
+    throws TimeoutException
     {
-        return new TermMetadataList(reverseIndexFullReader.getTermData(arena, wordId, docIds.array()));
+        return reverseIndexFullReader.getTermData(arena, languageContext, budget, wordIds, docIds);
     }
 
     /** Retrieves the document metadata for the specified document */
@@ -205,14 +214,14 @@ 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, IndexSearchBudget budget, CombinedDocIdList docIds) throws TimeoutException {
+        return forwardIndexReader.getDocumentSpans(arena, budget, docIds);
     }
 
     /** 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 +236,7 @@ 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());
@@ -248,25 +257,47 @@ 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
+    public void apply(LongQueryBuffer buffer) {
+        if (!imposesMetaConstraint && !params.searchSet().imposesConstraint()) {
+            return;
+        }
+
+        while (buffer.hasMore()) {
+            if (test(buffer.currentValue())) {
+                buffer.retainAndAdvance();
+            }
+            else {
+                buffer.rejectAndAdvance();
+            }
+        }
+
+        buffer.finalizeFiltering();
+    }
+
     public boolean test(long combinedId) {
         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 +317,8 @@ 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) {
@@ -338,4 +369,5 @@ class ParamMatchingQueryFilter implements QueryFilterStepIf {
     public String describe() {
         return getClass().getSimpleName();
     }
+
 }

code/index/java/nu/marginalia/index/IndexConstructorMain.java

@@ -3,16 +3,18 @@ package nu.marginalia.index;
 import com.google.inject.Guice;
 import com.google.inject.Inject;
 import nu.marginalia.IndexLocations;
-import nu.marginalia.index.construction.full.FullIndexConstructor;
-import nu.marginalia.index.construction.prio.PrioIndexConstructor;
-import nu.marginalia.index.domainrankings.DomainRankings;
-import nu.marginalia.index.forward.ForwardIndexFileNames;
+import nu.marginalia.index.config.IndexFileName;
 import nu.marginalia.index.forward.construction.ForwardIndexConverter;
 import nu.marginalia.index.journal.IndexJournal;
+import nu.marginalia.index.reverse.construction.full.FullIndexConstructor;
+import nu.marginalia.index.reverse.construction.prio.PrioIndexConstructor;
+import nu.marginalia.index.searchset.DomainRankings;
 import nu.marginalia.model.gson.GsonFactory;
 import nu.marginalia.model.id.UrlIdCodec;
 import nu.marginalia.mq.MessageQueueFactory;
+import nu.marginalia.mqapi.ProcessInboxNames;
 import nu.marginalia.mqapi.index.CreateIndexRequest;
+import nu.marginalia.mqapi.index.IndexName;
 import nu.marginalia.process.ProcessConfiguration;
 import nu.marginalia.process.ProcessConfigurationModule;
 import nu.marginalia.process.ProcessMainClass;
@@ -25,11 +27,9 @@ import org.slf4j.LoggerFactory;
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
-import java.sql.SQLException;
+import java.util.Set;
 import java.util.concurrent.TimeUnit;
 
-import static nu.marginalia.mqapi.ProcessInboxNames.INDEX_CONSTRUCTOR_INBOX;
-
 public class IndexConstructorMain extends ProcessMainClass {
     private final FileStorageService fileStorageService;
     private final ProcessHeartbeatImpl heartbeat;
@@ -37,7 +37,7 @@ public class IndexConstructorMain extends ProcessMainClass {
 
     private static final Logger logger = LoggerFactory.getLogger(IndexConstructorMain.class);
 
-    public static void main(String[] args) throws Exception {
+    static void main(String[] args) throws Exception {
         Instructions<CreateIndexRequest> instructions = null;
         try {
             new org.mariadb.jdbc.Driver();
@@ -74,20 +74,20 @@ public class IndexConstructorMain extends ProcessMainClass {
                                 ProcessConfiguration processConfiguration,
                                 DomainRankings domainRankings) {
 
-        super(messageQueueFactory, processConfiguration, GsonFactory.get(), INDEX_CONSTRUCTOR_INBOX);
+        super(messageQueueFactory, processConfiguration, GsonFactory.get(), ProcessInboxNames.INDEX_CONSTRUCTOR_INBOX);
 
         this.fileStorageService = fileStorageService;
         this.heartbeat = heartbeat;
         this.domainRankings = domainRankings;
     }
 
-    private void run(CreateIndexRequest instructions) throws SQLException, IOException {
+    private void run(CreateIndexRequest instructions) throws IOException {
         heartbeat.start();
 
         switch (instructions.indexName()) {
-            case FORWARD      -> createForwardIndex();
-            case REVERSE_FULL -> createFullReverseIndex();
-            case REVERSE_PRIO -> createPrioReverseIndex();
+            case IndexName.FORWARD      -> createForwardIndex();
+            case IndexName.REVERSE_FULL -> createFullReverseIndex();
+            case IndexName.REVERSE_PRIO -> createPrioReverseIndex();
         }
 
         heartbeat.shutDown();
@@ -95,50 +95,74 @@ public class IndexConstructorMain extends ProcessMainClass {
 
     private void createFullReverseIndex() throws IOException {
 
-        Path outputFileDocs = ReverseIndexFullFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ReverseIndexFullFileNames.FileIdentifier.DOCS, ReverseIndexFullFileNames.FileVersion.NEXT);
-        Path outputFileWords = ReverseIndexFullFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ReverseIndexFullFileNames.FileIdentifier.WORDS, ReverseIndexFullFileNames.FileVersion.NEXT);
-        Path outputFilePositions = ReverseIndexFullFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ReverseIndexFullFileNames.FileIdentifier.POSITIONS, ReverseIndexFullFileNames.FileVersion.NEXT);
+        Path outputFileDocs = findNextFile(new IndexFileName.FullDocs());
+        Path outputFilePositions = findNextFile(new IndexFileName.FullPositions());
+
+        Files.deleteIfExists(outputFileDocs);
+        Files.deleteIfExists(outputFilePositions);
 
         Path workDir = IndexLocations.getIndexConstructionArea(fileStorageService);
         Path tmpDir = workDir.resolve("tmp");
 
         if (!Files.isDirectory(tmpDir)) Files.createDirectories(tmpDir);
 
-        var constructor = new FullIndexConstructor(
-                outputFileDocs,
-                outputFileWords,
-                outputFilePositions,
-                this::addRankToIdEncoding,
-                tmpDir);
+        Set<String> languageIsoCodes = IndexJournal.findJournal(workDir)
+                .map(IndexJournal::languages)
+                .orElseGet(Set::of);
 
-        constructor.createReverseIndex(heartbeat, "createReverseIndexFull", workDir);
+        for (String languageIsoCode : languageIsoCodes) {
+            Path outputFileWords = findNextFile(new IndexFileName.FullWords(languageIsoCode));
 
+            FullIndexConstructor constructor = new FullIndexConstructor(
+                    languageIsoCode,
+                    outputFileDocs,
+                    outputFileWords,
+                    outputFilePositions,
+                    this::addRankToIdEncoding,
+                    tmpDir);
+
+            String processName = "createReverseIndexFull[%s]".formatted(languageIsoCode);
+
+            constructor.createReverseIndex(heartbeat, processName, workDir);
+        }
     }
 
     private void createPrioReverseIndex() throws IOException {
 
-        Path outputFileDocs = ReverseIndexPrioFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ReverseIndexPrioFileNames.FileIdentifier.DOCS, ReverseIndexPrioFileNames.FileVersion.NEXT);
-        Path outputFileWords = ReverseIndexPrioFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ReverseIndexPrioFileNames.FileIdentifier.WORDS, ReverseIndexPrioFileNames.FileVersion.NEXT);
+        Path outputFileDocs = findNextFile(new IndexFileName.PrioDocs());
+        Files.deleteIfExists(outputFileDocs);
 
         Path workDir = IndexLocations.getIndexConstructionArea(fileStorageService);
         Path tmpDir = workDir.resolve("tmp");
 
-        var constructor = new PrioIndexConstructor(
-                outputFileDocs,
-                outputFileWords,
-                this::addRankToIdEncoding,
-                tmpDir);
+        Set<String> languageIsoCodes = IndexJournal.findJournal(workDir)
+                .map(IndexJournal::languages)
+                .orElseGet(Set::of);
 
-        constructor.createReverseIndex(heartbeat, "createReverseIndexPrio", workDir);
+        for (String languageIsoCode : languageIsoCodes) {
+            Path outputFileWords = findNextFile(new IndexFileName.PrioWords(languageIsoCode));
+            Files.deleteIfExists(outputFileWords);
+
+            PrioIndexConstructor constructor = new PrioIndexConstructor(
+                    languageIsoCode,
+                    outputFileDocs,
+                    outputFileWords,
+                    this::addRankToIdEncoding,
+                    tmpDir);
+
+            String processName = "createReverseIndexPrio[%s]".formatted(languageIsoCode);
+
+            constructor.createReverseIndex(heartbeat, processName, workDir);
+        }
     }
 
     private void createForwardIndex() throws IOException {
 
         Path workDir = IndexLocations.getIndexConstructionArea(fileStorageService);
 
-        Path outputFileDocsId = ForwardIndexFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ForwardIndexFileNames.FileIdentifier.DOC_ID, ForwardIndexFileNames.FileVersion.NEXT);
-        Path outputFileDocsData = ForwardIndexFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ForwardIndexFileNames.FileIdentifier.DOC_DATA, ForwardIndexFileNames.FileVersion.NEXT);
-        Path outputFileSpansData = ForwardIndexFileNames.resolve(IndexLocations.getCurrentIndex(fileStorageService), ForwardIndexFileNames.FileIdentifier.SPANS_DATA, ForwardIndexFileNames.FileVersion.NEXT);
+        Path outputFileDocsId = findNextFile(new IndexFileName.ForwardDocIds());
+        Path outputFileDocsData = findNextFile(new IndexFileName.ForwardDocIds());
+        Path outputFileSpansData = findNextFile(new IndexFileName.ForwardSpansData());
 
         ForwardIndexConverter converter = new ForwardIndexConverter(heartbeat,
                 outputFileDocsId,
@@ -151,6 +175,10 @@ public class IndexConstructorMain extends ProcessMainClass {
         converter.convert();
     }
 
+    private Path findNextFile(IndexFileName fileName) {
+        return IndexFileName.resolve(IndexLocations.getCurrentIndex(fileStorageService), fileName, IndexFileName.Version.NEXT);
+    }
+
     /** Append the domain's ranking to the high bits of a document ID
      * to ensure they're sorted in order of rank within the index.
      */