(search) Turn relative feed URLs absolute when dealing with RSS/Atom item URLs

/explore/random should be equivalent to /explore

.github/FUNDING.yml

@@ -1,5 +1,6 @@
 # These are supported funding model platforms
 
+polar: marginalia-search
 github: MarginaliaSearch
 patreon: marginalia_nu
 open_collective: # Replace with a single Open Collective username

.gitignore

@@ -7,3 +7,4 @@ build/
 lombok.config
 Dockerfile
 run
+jte-classes

ROADMAP.md

@@ -8,20 +8,10 @@ be implemented as well.
 Major goals:
 
 * Reach 1 billion pages indexed
-* Improve technical ability of indexing and search.  Although this area has improved a bit, the
-  search engine is still not very good at dealing with longer queries.
 
-## Proper Position Index (COMPLETED 2024-09)
 
-The search engine uses a fixed width bit mask to indicate word positions.  It has the benefit
-of being very fast to evaluate and works well for what it is, but is inaccurate and has the 
-drawback of making support for quoted search terms inaccurate and largely reliant on indexing 
-word n-grams known beforehand.  This limits the ability to interpret longer queries.
-
-The positions mask should be supplemented or replaced with a more accurate (e.g.) gamma coded positions
-list, as is the civilized way of doing this.
-
-Completed with PR [#99](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/99)
+* Improve technical ability of indexing and search.  ~~Although this area has improved a bit, the
+  search engine is still not very good at dealing with longer queries.~~  (As of PR [#129](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/129), this has improved significantly.  There is still more work to be done )
 
 ## Hybridize crawler w/ Common Crawl data
 
@@ -37,8 +27,7 @@ Retaining the ability to independently crawl the web is still strongly desirable
 
 ## Safe Search
 
-The search engine has a bit of a problem showing spicy content mixed in with the results.  It would be desirable
-to have a way to filter this out.  It's likely something like a URL blacklist (e.g. [UT1](https://dsi.ut-capitole.fr/blacklists/index_en.php) )
+The search engine has a bit of a problem showing spicy content mixed in with the results.  It would be desirable to have a way to filter this out.  It's likely something like a URL blacklist (e.g. [UT1](https://dsi.ut-capitole.fr/blacklists/index_en.php) )
 combined with naive bayesian filter would go a long way, or something more sophisticated...?
 
 ## Web Design Overhaul
@@ -55,15 +44,6 @@ associated with each language added, at least a models file or two, as well as s
 
 It would be very helpful to find a speaker of a large language other than English to help in the fine tuning.
 
-## Finalize RSS support (COMPLETED 2024-11)
-
-Marginalia has experimental RSS preview support for a few domains.  This works well and
-it should be extended to all domains.  It would also be interesting to offer search of the
-RSS data itself, or use the RSS set to feed a special live index that updates faster than the
-main dataset. 
-
-Completed with PR [#122](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/122) and PR [#125](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/125)
-
 ## Support for binary formats like PDF
 
 The crawler needs to be modified to retain them, and the conversion logic needs to parse them.  
@@ -80,5 +60,27 @@ This looks like a good idea that wouldn't just help clean up the search filters
 website, but might be cheap enough we might go as far as to offer a number of ad-hoc custom search
 filter for any API consumer.
 
-I've talked to the stract dev and he does not think it's a good idea to mimic their optics language, 
-which is quite ad-hoc, but instead to work together to find some new common description language for this. 
+I've talked to the stract dev and he does not think it's a good idea to mimic their optics language, which is quite ad-hoc, but instead to work together to find some new common description language for this. 
+
+# Completed
+
+## Proper Position Index (COMPLETED 2024-09)
+
+The search engine uses a fixed width bit mask to indicate word positions.  It has the benefit
+of being very fast to evaluate and works well for what it is, but is inaccurate and has the 
+drawback of making support for quoted search terms inaccurate and largely reliant on indexing 
+word n-grams known beforehand.  This limits the ability to interpret longer queries.
+
+The positions mask should be supplemented or replaced with a more accurate (e.g.) gamma coded positions
+list, as is the civilized way of doing this.
+
+Completed with PR [#99](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/99)
+
+## Finalize RSS support (COMPLETED 2024-11)
+
+Marginalia has experimental RSS preview support for a few domains.  This works well and
+it should be extended to all domains.  It would also be interesting to offer search of the
+RSS data itself, or use the RSS set to feed a special live index that updates faster than the
+main dataset. 
+
+Completed with PR [#122](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/122) and PR [#125](https://github.com/MarginaliaSearch/MarginaliaSearch/pull/125)

build.gradle

@@ -48,6 +48,7 @@ ext {
     dockerImageTag='latest'
     dockerImageRegistry='marginalia'
     jibVersion = '3.4.3'
+
 }
 
 idea {

code/common/db/java/nu/marginalia/db/DbDomainQueries.java

@@ -28,7 +28,7 @@ public class DbDomainQueries {
     }
 
 
-    public Integer getDomainId(EdgeDomain domain) {
+    public Integer getDomainId(EdgeDomain domain) throws NoSuchElementException {
         try (var connection = dataSource.getConnection()) {
 
             return domainIdCache.get(domain, () -> {
@@ -42,6 +42,9 @@ public class DbDomainQueries {
                 throw new NoSuchElementException();
             });
         }
+        catch (UncheckedExecutionException ex) {
+            throw new NoSuchElementException();
+        }
         catch (ExecutionException ex) {
             throw new RuntimeException(ex.getCause());
         }

code/common/service/build.gradle

@@ -42,6 +42,12 @@ dependencies {
     implementation libs.bundles.curator
     implementation libs.bundles.flyway
 
+    libs.bundles.jooby.get().each {
+        implementation dependencies.create(it) {
+            exclude group: 'org.slf4j'
+        }
+    }
+
     testImplementation libs.bundles.slf4j.test
     implementation libs.bundles.mariadb
 

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

@@ -7,8 +7,6 @@ import nu.marginalia.service.discovery.property.PartitionTraits;
 import nu.marginalia.service.discovery.property.ServiceEndpoint;
 import nu.marginalia.service.discovery.property.ServiceKey;
 import nu.marginalia.service.discovery.property.ServicePartition;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 import java.util.List;
 import java.util.concurrent.CompletableFuture;
@@ -24,7 +22,7 @@ import java.util.function.Function;
 public class GrpcMultiNodeChannelPool<STUB> {
     private final ConcurrentHashMap<Integer, GrpcSingleNodeChannelPool<STUB>> pools =
             new ConcurrentHashMap<>();
-    private static final Logger logger = LoggerFactory.getLogger(GrpcMultiNodeChannelPool.class);
+
     private final ServiceRegistryIf serviceRegistryIf;
     private final ServiceKey<? extends PartitionTraits.Multicast> serviceKey;
     private final Function<ServiceEndpoint.InstanceAddress, ManagedChannel> channelConstructor;

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

@@ -10,6 +10,8 @@ import nu.marginalia.service.discovery.property.ServiceKey;
 import org.jetbrains.annotations.NotNull;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.slf4j.Marker;
+import org.slf4j.MarkerFactory;
 
 import java.time.Duration;
 import java.util.*;
@@ -26,13 +28,13 @@ import java.util.function.Function;
 public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
     private final Map<InstanceAddress, ConnectionHolder> channels = new ConcurrentHashMap<>();
 
+    private final Marker grpcMarker = MarkerFactory.getMarker("GRPC");
     private static final Logger logger = LoggerFactory.getLogger(GrpcSingleNodeChannelPool.class);
 
     private final ServiceRegistryIf serviceRegistryIf;
     private final Function<InstanceAddress, ManagedChannel> channelConstructor;
     private final Function<ManagedChannel, STUB> stubConstructor;
 
-
     public GrpcSingleNodeChannelPool(ServiceRegistryIf serviceRegistryIf,
                                      ServiceKey<? extends PartitionTraits.Unicast> serviceKey,
                                      Function<InstanceAddress, ManagedChannel> channelConstructor,
@@ -48,8 +50,6 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
         serviceRegistryIf.registerMonitor(this);
 
         onChange();
-
-        awaitChannel(Duration.ofSeconds(5));
     }
 
 
@@ -62,10 +62,10 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
         for (var route : Sets.symmetricDifference(oldRoutes, newRoutes)) {
             ConnectionHolder oldChannel;
             if (newRoutes.contains(route)) {
-                logger.info("Adding route {}", route);
+                logger.info(grpcMarker, "Adding route {} => {}", serviceKey, route);
                 oldChannel = channels.put(route, new ConnectionHolder(route));
             } else {
-                logger.info("Expelling route {}", route);
+                logger.info(grpcMarker, "Expelling route {} => {}", serviceKey, route);
                 oldChannel = channels.remove(route);
             }
             if (oldChannel != null) {
@@ -103,7 +103,7 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
             }
 
             try {
-                logger.info("Creating channel for {}:{}", serviceKey, address);
+                logger.info(grpcMarker, "Creating channel for {} => {}", serviceKey, address);
                 value = channelConstructor.apply(address);
                 if (channel.compareAndSet(null, value)) {
                     return value;
@@ -114,7 +114,7 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
                 }
             }
             catch (Exception e) {
-                logger.error("Failed to get channel for " + address, e);
+                logger.error(grpcMarker, "Failed to get channel for " + address, e);
                 return null;
             }
         }
@@ -206,7 +206,7 @@ public class GrpcSingleNodeChannelPool<STUB> extends ServiceChangeMonitor {
         }
 
         for (var e : exceptions) {
-            logger.error("Failed to call service {}", serviceKey, e);
+            logger.error(grpcMarker, "Failed to call service {}", serviceKey, e);
         }
 
         throw new ServiceNotAvailableException(serviceKey);

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

@@ -4,6 +4,11 @@ import nu.marginalia.service.discovery.property.ServiceKey;
 
 public class ServiceNotAvailableException extends RuntimeException {
     public ServiceNotAvailableException(ServiceKey<?> key) {
-        super("Service " + key + " not available");
+        super(key.toString());
+    }
+
+    @Override
+    public StackTraceElement[] getStackTrace() { // Suppress stack trace
+        return new StackTraceElement[0];
     }
 }

code/common/service/java/nu/marginalia/service/discovery/property/ServiceEndpoint.java

@@ -48,5 +48,10 @@ public record ServiceEndpoint(String host, int port) {
         public int port() {
             return endpoint.port();
         }
+
+        @Override
+        public String toString() {
+            return endpoint().host() + ":" + endpoint.port() + " [" + instance + "]";
+        }
     }
 }

code/common/service/java/nu/marginalia/service/discovery/property/ServiceKey.java

@@ -48,6 +48,19 @@ public sealed interface ServiceKey<P extends ServicePartition> {
         {
             throw new UnsupportedOperationException();
         }
+
+        @Override
+        public String toString() {
+            final String shortName;
+
+            int periodIndex = name.lastIndexOf('.');
+
+            if (periodIndex >= 0) shortName = name.substring(periodIndex+1);
+            else shortName = name;
+
+            return "rest:" + shortName;
+        }
+
     }
     record Grpc<P extends ServicePartition>(String name, P partition) implements ServiceKey<P> {
         public String baseName() {
@@ -64,6 +77,18 @@ public sealed interface ServiceKey<P extends ServicePartition> {
         {
             return new Grpc<>(name, partition);
         }
+
+        @Override
+        public String toString() {
+            final String shortName;
+
+            int periodIndex = name.lastIndexOf('.');
+
+            if (periodIndex >= 0) shortName = name.substring(periodIndex+1);
+            else shortName = name;
+
+            return "grpc:" + shortName + "[" + partition.identifier() + "]";
+        }
     }
 
 }

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

@@ -0,0 +1,178 @@
+package nu.marginalia.service.server;
+
+import io.jooby.*;
+import io.prometheus.client.Counter;
+import nu.marginalia.mq.inbox.MqInboxIf;
+import nu.marginalia.service.client.ServiceNotAvailableException;
+import nu.marginalia.service.discovery.property.ServiceEndpoint;
+import nu.marginalia.service.discovery.property.ServiceKey;
+import nu.marginalia.service.discovery.property.ServicePartition;
+import nu.marginalia.service.module.ServiceConfiguration;
+import nu.marginalia.service.server.jte.JteModule;
+import nu.marginalia.service.server.mq.ServiceMqSubscription;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.slf4j.Marker;
+import org.slf4j.MarkerFactory;
+
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.List;
+
+public class JoobyService {
+    private final Logger logger = LoggerFactory.getLogger(getClass());
+
+    // Marker for filtering out sensitive content from the persistent logs
+    private final Marker httpMarker = MarkerFactory.getMarker("HTTP");
+
+    private final Initialization initialization;
+
+    private final static Counter request_counter = Counter.build("wmsa_request_counter", "Request Counter")
+            .labelNames("service", "node")
+            .register();
+    private final static Counter request_counter_good = Counter.build("wmsa_request_counter_good", "Good Requests")
+            .labelNames("service", "node")
+            .register();
+    private final static Counter request_counter_bad = Counter.build("wmsa_request_counter_bad", "Bad Requests")
+            .labelNames("service", "node")
+            .register();
+    private final static Counter request_counter_err = Counter.build("wmsa_request_counter_err", "Error Requests")
+            .labelNames("service", "node")
+            .register();
+    private final String serviceName;
+    private static volatile boolean initialized = false;
+
+    protected final MqInboxIf messageQueueInbox;
+    private final int node;
+    private GrpcServer grpcServer;
+
+    private ServiceConfiguration config;
+    private final List<MvcExtension> joobyServices;
+    private final ServiceEndpoint restEndpoint;
+
+    public JoobyService(BaseServiceParams params,
+                        ServicePartition partition,
+                        List<DiscoverableService> grpcServices,
+                        List<MvcExtension> joobyServices
+    ) throws Exception {
+
+        this.joobyServices = joobyServices;
+        this.initialization = params.initialization;
+        config = params.configuration;
+        node = config.node();
+
+        String inboxName = config.serviceName();
+        logger.info("Inbox name: {}", inboxName);
+
+        var serviceRegistry = params.serviceRegistry;
+
+        restEndpoint = serviceRegistry.registerService(ServiceKey.forRest(config.serviceId(), config.node()),
+                config.instanceUuid(), config.externalAddress());
+
+        var mqInboxFactory = params.messageQueueInboxFactory;
+        messageQueueInbox = mqInboxFactory.createSynchronousInbox(inboxName, config.node(), config.instanceUuid());
+        messageQueueInbox.subscribe(new ServiceMqSubscription(this));
+
+        serviceName = System.getProperty("service-name");
+
+        initialization.addCallback(params.heartbeat::start);
+        initialization.addCallback(messageQueueInbox::start);
+        initialization.addCallback(() -> params.eventLog.logEvent("SVC-INIT", serviceName + ":" + config.node()));
+        initialization.addCallback(() -> serviceRegistry.announceInstance(config.instanceUuid()));
+
+        Thread.setDefaultUncaughtExceptionHandler((t, e) -> {
+            if (e instanceof ServiceNotAvailableException) {
+                // reduce log spam for this common case
+                logger.error("Service not available: {}", e.getMessage());
+            }
+            else {
+                logger.error("Uncaught exception", e);
+            }
+            request_counter_err.labels(serviceName, Integer.toString(node)).inc();
+        });
+
+        if (!initialization.isReady() && ! initialized ) {
+            initialized = true;
+            grpcServer = new GrpcServer(config, serviceRegistry, partition, grpcServices);
+            grpcServer.start();
+        }
+    }
+
+    public void startJooby(Jooby jooby) {
+
+        logger.info("{} Listening to {}:{} ({})", getClass().getSimpleName(),
+                restEndpoint.host(),
+                restEndpoint.port(),
+                config.externalAddress());
+
+        // FIXME:  This won't work outside of docker, may need to submit a PR to jooby to allow classpaths here
+        jooby.install(new JteModule(Path.of("/app/resources/jte"), Path.of("/app/classes/jte-precompiled")));
+        jooby.assets("/*", Paths.get("/app/resources/static"));
+
+        var options = new ServerOptions();
+        options.setHost(config.bindAddress());
+        options.setPort(restEndpoint.port());
+
+        // Enable gzip compression of response data, but set compression to the lowest level
+        // since it doesn't really save much more space to dial it up.  It's typically a
+        // single digit percentage difference since HTML already compresses very well with level = 1.
+        options.setCompressionLevel(1);
+
+
+        jooby.setServerOptions(options);
+
+        jooby.get("/internal/ping", ctx -> "pong");
+        jooby.get("/internal/started", this::isInitialized);
+        jooby.get("/internal/ready", this::isReady);
+
+        for (var service : joobyServices) {
+            jooby.mvc(service);
+        }
+
+        jooby.before(this::auditRequestIn);
+        jooby.after(this::auditRequestOut);
+    }
+
+    private Object isInitialized(Context ctx) {
+        if (initialization.isReady()) {
+            return "ok";
+        }
+        else {
+            ctx.setResponseCode(StatusCode.FAILED_DEPENDENCY_CODE);
+            return "bad";
+        }
+    }
+
+    public boolean isReady() {
+        return true;
+    }
+
+    private String isReady(Context ctx) {
+        if (isReady()) {
+            return "ok";
+        }
+        else {
+            ctx.setResponseCode(StatusCode.FAILED_DEPENDENCY_CODE);
+            return "bad";
+        }
+    }
+
+    private void auditRequestIn(Context ctx) {
+        request_counter.labels(serviceName, Integer.toString(node)).inc();
+    }
+
+    private void auditRequestOut(Context ctx, Object result, Throwable failure) {
+        if (ctx.getResponseCode().value() < 400) {
+            request_counter_good.labels(serviceName, Integer.toString(node)).inc();
+        }
+        else {
+            request_counter_bad.labels(serviceName, Integer.toString(node)).inc();
+        }
+
+        if (failure != null) {
+            logger.error("Request failed " + ctx.getMethod() + " " + ctx.getRequestURL(), failure);
+            request_counter_err.labels(serviceName, Integer.toString(node)).inc();
+        }
+    }
+
+}

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

@@ -16,7 +16,7 @@ import spark.Spark;
 
 import java.util.List;
 
-public class Service {
+public class SparkService {
     private final Logger logger = LoggerFactory.getLogger(getClass());
 
     // Marker for filtering out sensitive content from the persistent logs
@@ -43,10 +43,10 @@ public class Service {
     private final int node;
     private GrpcServer grpcServer;
 
-    public Service(BaseServiceParams params,
-                   Runnable configureStaticFiles,
-                   ServicePartition partition,
-                   List<DiscoverableService> grpcServices) throws Exception {
+    public SparkService(BaseServiceParams params,
+                        Runnable configureStaticFiles,
+                        ServicePartition partition,
+                        List<DiscoverableService> grpcServices) throws Exception {
 
         this.initialization = params.initialization;
         var config = params.configuration;
@@ -126,18 +126,18 @@ public class Service {
         }
     }
 
-    public Service(BaseServiceParams params,
-                   ServicePartition partition,
-                   List<DiscoverableService> grpcServices) throws Exception {
+    public SparkService(BaseServiceParams params,
+                        ServicePartition partition,
+                        List<DiscoverableService> grpcServices) throws Exception {
         this(params,
-                Service::defaultSparkConfig,
+                SparkService::defaultSparkConfig,
                 partition,
                 grpcServices);
     }
 
-    public Service(BaseServiceParams params) throws Exception {
+    public SparkService(BaseServiceParams params) throws Exception {
         this(params,
-                Service::defaultSparkConfig,
+                SparkService::defaultSparkConfig,
                 ServicePartition.any(),
                 List.of());
     }

code/common/service/java/nu/marginalia/service/server/jte/JteModule.java

@@ -0,0 +1,61 @@
+package nu.marginalia.service.server.jte;
+
+import edu.umd.cs.findbugs.annotations.NonNull;
+import edu.umd.cs.findbugs.annotations.Nullable;
+import gg.jte.ContentType;
+import gg.jte.TemplateEngine;
+import gg.jte.resolve.DirectoryCodeResolver;
+import io.jooby.*;
+
+import java.io.File;
+import java.nio.file.Path;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.stream.Stream;
+
+// Temporary workaround for a bug
+// APL-2.0 https://github.com/jooby-project/jooby
+public class JteModule implements Extension {
+    private Path sourceDirectory;
+    private Path classDirectory;
+    private TemplateEngine templateEngine;
+
+    public JteModule(@NonNull Path sourceDirectory, @NonNull Path classDirectory) {
+        this.sourceDirectory = (Path)Objects.requireNonNull(sourceDirectory, "Source directory is required.");
+        this.classDirectory = (Path)Objects.requireNonNull(classDirectory, "Class directory is required.");
+    }
+
+    public JteModule(@NonNull Path sourceDirectory) {
+        this.sourceDirectory = (Path)Objects.requireNonNull(sourceDirectory, "Source directory is required.");
+    }
+
+    public JteModule(@NonNull TemplateEngine templateEngine) {
+        this.templateEngine = (TemplateEngine)Objects.requireNonNull(templateEngine, "Template engine is required.");
+    }
+
+    public void install(@NonNull Jooby application) {
+        if (this.templateEngine == null) {
+            this.templateEngine = create(application.getEnvironment(), this.sourceDirectory, this.classDirectory);
+        }
+
+        ServiceRegistry services = application.getServices();
+        services.put(TemplateEngine.class, this.templateEngine);
+        application.encoder(MediaType.html, new JteTemplateEngine(this.templateEngine));
+    }
+
+    public static TemplateEngine create(@NonNull Environment environment, @NonNull Path sourceDirectory, @Nullable Path classDirectory) {
+        boolean dev = environment.isActive("dev", new String[]{"test"});
+        if (dev) {
+            Objects.requireNonNull(sourceDirectory, "Source directory is required.");
+            Path requiredClassDirectory = (Path)Optional.ofNullable(classDirectory).orElseGet(() -> sourceDirectory.resolve("jte-classes"));
+            TemplateEngine engine = TemplateEngine.create(new DirectoryCodeResolver(sourceDirectory), requiredClassDirectory, ContentType.Html, environment.getClassLoader());
+            Optional<List<String>> var10000 = Optional.ofNullable(System.getProperty("jooby.run.classpath")).map((it) -> it.split(File.pathSeparator)).map(Stream::of).map(Stream::toList);
+            Objects.requireNonNull(engine);
+            var10000.ifPresent(engine::setClassPath);
+            return engine;
+        } else {
+            return classDirectory == null ? TemplateEngine.createPrecompiled(ContentType.Html) : TemplateEngine.createPrecompiled(classDirectory, ContentType.Html);
+        }
+    }
+}

code/common/service/java/nu/marginalia/service/server/jte/JteTemplateEngine.java

@@ -0,0 +1,48 @@
+package nu.marginalia.service.server.jte;
+
+import edu.umd.cs.findbugs.annotations.NonNull;
+import gg.jte.TemplateEngine;
+import io.jooby.Context;
+import io.jooby.MapModelAndView;
+import io.jooby.ModelAndView;
+import io.jooby.buffer.DataBuffer;
+import io.jooby.internal.jte.DataBufferOutput;
+
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.List;
+
+// Temporary workaround for a bug
+// APL-2.0 https://github.com/jooby-project/jooby
+class JteTemplateEngine implements io.jooby.TemplateEngine {
+    private final TemplateEngine jte;
+    private final List<String> extensions;
+
+    public JteTemplateEngine(TemplateEngine jte) {
+        this.jte = jte;
+        this.extensions = List.of(".jte", ".kte");
+    }
+
+
+    @NonNull @Override
+    public List<String> extensions() {
+        return extensions;
+    }
+
+    @Override
+    public DataBuffer render(Context ctx, ModelAndView modelAndView) {
+        var buffer = ctx.getBufferFactory().allocateBuffer();
+        var output = new DataBufferOutput(buffer, StandardCharsets.UTF_8);
+        var attributes = ctx.getAttributes();
+        if (modelAndView instanceof MapModelAndView mapModelAndView) {
+            var mapModel = new HashMap<String, Object>();
+            mapModel.putAll(attributes);
+            mapModel.putAll(mapModelAndView.getModel());
+            jte.render(modelAndView.getView(), mapModel, output);
+        } else {
+            jte.render(modelAndView.getView(), modelAndView.getModel(), output);
+        }
+
+        return buffer;
+    }
+}

code/common/service/java/nu/marginalia/service/server/mq/ServiceMqSubscription.java

@@ -3,7 +3,6 @@ package nu.marginalia.service.server.mq;
 import nu.marginalia.mq.MqMessage;
 import nu.marginalia.mq.inbox.MqInboxResponse;
 import nu.marginalia.mq.inbox.MqSubscription;
-import nu.marginalia.service.server.Service;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -15,10 +14,10 @@ import java.util.Map;
 public class ServiceMqSubscription implements MqSubscription {
     private static final Logger logger = LoggerFactory.getLogger(ServiceMqSubscription.class);
     private final Map<String, Method> requests = new HashMap<>();
-    private final Service service;
+    private final Object service;
 
 
-    public ServiceMqSubscription(Service service) {
+    public ServiceMqSubscription(Object service) {
         this.service = service;
 
         /* Wire up all methods annotated with @MqRequest and @MqNotification

code/features-search/random-websites/java/nu/marginalia/browse/model/BrowseResultSet.java

@@ -6,4 +6,8 @@ public record BrowseResultSet(Collection<BrowseResult> results, String focusDoma
     public BrowseResultSet(Collection<BrowseResult> results) {
         this(results, "");
     }
+
+    public boolean hasFocusDomain() {
+        return focusDomain != null && !focusDomain.isBlank();
+    }
 }

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

@@ -38,6 +38,7 @@ public class DomainsProtobufCodec {
                         sd.getIndexed(),
                         sd.getActive(),
                         sd.getScreenshot(),
+                        sd.getFeed(),
                         SimilarDomain.LinkType.valueOf(sd.getLinkType().name())
                 );
             }

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

@@ -71,6 +71,23 @@ public class DomainInformation {
         return new String(Character.toChars(firstChar)) + new String(Character.toChars(secondChar));
     }
 
+    public String getAsnFlag() {
+        if (asnCountry == null || asnCountry.codePointCount(0, asnCountry.length()) != 2) {
+            return "";
+        }
+        String country = asnCountry;
+
+        if ("UK".equals(country)) {
+            country = "GB";
+        }
+
+        int offset = 0x1F1E6;
+        int asciiOffset = 0x41;
+        int firstChar = Character.codePointAt(country, 0) - asciiOffset + offset;
+        int secondChar = Character.codePointAt(country, 1) - asciiOffset + offset;
+        return new String(Character.toChars(firstChar)) + new String(Character.toChars(secondChar));
+    }
+
     public EdgeDomain getDomain() {
         return this.domain;
     }

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

@@ -9,6 +9,7 @@ public record SimilarDomain(EdgeUrl url,
                             boolean indexed,
                             boolean active,
                             boolean screenshot,
+                            boolean feed,
                             LinkType linkType) {
 
     public String getRankSymbols() {
@@ -52,12 +53,12 @@ public record SimilarDomain(EdgeUrl url,
             return NONE;
         }
 
-        public String toString() {
+        public String faIcon() {
             return switch (this) {
-                case FOWARD -> "→";
-                case BACKWARD -> "←";
-                case BIDIRECTIONAL -> "⇆";
-                case NONE -> "-";
+                case FOWARD -> "fa-solid fa-arrow-right";
+                case BACKWARD -> "fa-solid fa-arrow-left";
+                case BIDIRECTIONAL -> "fa-solid fa-arrow-right-arrow-left";
+                case NONE -> "";
             };
         }
 

code/functions/domain-info/api/src/main/protobuf/domain-info.proto

@@ -101,6 +101,7 @@ message RpcSimilarDomain {
   bool active = 6;
   bool screenshot = 7;
   LINK_TYPE linkType = 8;
+  bool feed = 9;
 
   enum LINK_TYPE {
       BACKWARD = 0;

code/functions/domain-info/java/nu/marginalia/functions/domains/SimilarDomainsService.java

@@ -9,6 +9,7 @@ import gnu.trove.map.hash.TIntIntHashMap;
 import gnu.trove.set.TIntSet;
 import gnu.trove.set.hash.TIntHashSet;
 import it.unimi.dsi.fastutil.ints.Int2DoubleArrayMap;
+import nu.marginalia.WmsaHome;
 import nu.marginalia.api.domains.RpcSimilarDomain;
 import nu.marginalia.api.domains.model.SimilarDomain;
 import nu.marginalia.api.linkgraph.AggregateLinkGraphClient;
@@ -17,10 +18,14 @@ import org.roaringbitmap.RoaringBitmap;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import java.nio.file.Path;
+import java.sql.DriverManager;
 import java.sql.ResultSet;
 import java.sql.SQLException;
 import java.util.ArrayList;
+import java.util.HashSet;
 import java.util.List;
+import java.util.Set;
 import java.util.concurrent.Executors;
 import java.util.concurrent.ScheduledExecutorService;
 import java.util.concurrent.TimeUnit;
@@ -32,12 +37,13 @@ public class SimilarDomainsService {
     private final HikariDataSource dataSource;
     private final AggregateLinkGraphClient linkGraphClient;
 
-    private volatile TIntIntHashMap domainIdToIdx = new TIntIntHashMap(100_000);
+    private final TIntIntHashMap domainIdToIdx = new TIntIntHashMap(100_000);
     private volatile int[] domainIdxToId;
 
     public volatile Int2DoubleArrayMap[] relatedDomains;
     public volatile TIntList[] domainNeighbors = null;
     public volatile RoaringBitmap screenshotDomains = null;
+    public volatile RoaringBitmap feedDomains = null;
     public volatile RoaringBitmap activeDomains = null;
     public volatile RoaringBitmap indexedDomains = null;
     public volatile TIntDoubleHashMap domainRanks = null;
@@ -82,6 +88,7 @@ public class SimilarDomainsService {
                 domainNames = new String[domainIdToIdx.size()];
                 domainNeighbors = new TIntList[domainIdToIdx.size()];
                 screenshotDomains = new RoaringBitmap();
+                feedDomains = new RoaringBitmap();
                 activeDomains = new RoaringBitmap();
                 indexedDomains = new RoaringBitmap();
                 relatedDomains = new Int2DoubleArrayMap[domainIdToIdx.size()];
@@ -145,10 +152,12 @@ public class SimilarDomainsService {
                         activeDomains.add(idx);
                 }
 
-                updateScreenshotInfo();
-
                 logger.info("Loaded {} domains", domainRanks.size());
                 isReady = true;
+
+                // We can defer these as they only populate a roaringbitmap, and will degrade gracefully when not complete
+                updateScreenshotInfo();
+                updateFeedInfo();
             }
         }
         catch (SQLException throwables) {
@@ -156,6 +165,42 @@ public class SimilarDomainsService {
         }
     }
 
+    private void updateFeedInfo() {
+        Set<String> feedsDomainNames = new HashSet<>(500_000);
+        Path readerDbPath = WmsaHome.getDataPath().resolve("rss-feeds.db").toAbsolutePath();
+        String dbUrl = "jdbc:sqlite:" + readerDbPath;
+
+        logger.info("Opening feed db at " + dbUrl);
+
+        try (var conn = DriverManager.getConnection(dbUrl);
+             var stmt = conn.createStatement()) {
+            var rs = stmt.executeQuery("""
+                select
+                    json_extract(feed, '$.domain') as domain
+                from feed
+                where json_array_length(feed, '$.items') > 0
+                """);
+            while (rs.next()) {
+                feedsDomainNames.add(rs.getString(1));
+            }
+        }
+        catch (SQLException ex) {
+            logger.error("Failed to read RSS feed items", ex);
+        }
+
+        for (int idx = 0; idx < domainNames.length; idx++) {
+            String name = domainNames[idx];
+            if (name == null) {
+                continue;
+            }
+
+            if (feedsDomainNames.contains(name)) {
+                feedDomains.add(idx);
+            }
+        }
+
+    }
+
     private void updateScreenshotInfo() {
         try (var connection = dataSource.getConnection()) {
             try (var stmt = connection.createStatement()) {
@@ -254,6 +299,7 @@ public class SimilarDomainsService {
                     .setIndexed(indexedDomains.contains(idx))
                     .setActive(activeDomains.contains(idx))
                     .setScreenshot(screenshotDomains.contains(idx))
+                    .setFeed(feedDomains.contains(idx))
                     .setLinkType(RpcSimilarDomain.LINK_TYPE.valueOf(linkType.name()))
                     .build());
 
@@ -369,6 +415,7 @@ public class SimilarDomainsService {
                             .setIndexed(indexedDomains.contains(idx))
                             .setActive(activeDomains.contains(idx))
                             .setScreenshot(screenshotDomains.contains(idx))
+                            .setFeed(feedDomains.contains(idx))
                             .setLinkType(RpcSimilarDomain.LINK_TYPE.valueOf(linkType.name()))
                     .build());
 

code/functions/live-capture/api/java/nu/marginalia/api/livecapture/LiveCaptureClient.java

@@ -5,6 +5,7 @@ import com.google.inject.Singleton;
 import nu.marginalia.api.livecapture.LiveCaptureApiGrpc.LiveCaptureApiBlockingStub;
 import nu.marginalia.service.client.GrpcChannelPoolFactory;
 import nu.marginalia.service.client.GrpcSingleNodeChannelPool;
+import nu.marginalia.service.client.ServiceNotAvailableException;
 import nu.marginalia.service.discovery.property.ServiceKey;
 import nu.marginalia.service.discovery.property.ServicePartition;
 import org.slf4j.Logger;
@@ -29,6 +30,9 @@ public class LiveCaptureClient {
             channelPool.call(LiveCaptureApiBlockingStub::requestScreengrab)
                     .run(RpcDomainId.newBuilder().setDomainId(domainId).build());
         }
+        catch (ServiceNotAvailableException e) {
+            logger.info("requestScreengrab() failed since the service is not available");
+        }
         catch (Exception e) {
             logger.error("API Exception", e);
         }

code/functions/live-capture/build.gradle

@@ -24,6 +24,7 @@ dependencies {
     implementation project(':code:libraries:message-queue')
 
     implementation project(':code:execution:api')
+    implementation project(':code:processes:crawling-process:ft-content-type')
 
     implementation libs.jsoup
     implementation libs.rssreader

code/functions/live-capture/java/nu/marginalia/rss/db/FeedDb.java

@@ -8,6 +8,7 @@ import nu.marginalia.rss.model.FeedDefinition;
 import nu.marginalia.rss.model.FeedItems;
 import nu.marginalia.service.module.ServiceConfiguration;
 import org.jetbrains.annotations.NotNull;
+import org.jetbrains.annotations.Nullable;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -127,6 +128,26 @@ public class FeedDb {
         return FeedItems.none();
     }
 
+
+    @Nullable
+    public String getEtag(EdgeDomain domain) {
+        if (!feedDbEnabled) {
+            throw new IllegalStateException("Feed database is disabled on this node");
+        }
+
+        // Capture the current reader to avoid concurrency issues
+        FeedDbReader reader = this.reader;
+        try {
+            if (reader != null) {
+                return reader.getEtag(domain);
+            }
+        }
+        catch (Exception e) {
+            logger.error("Error getting etag for " + domain, e);
+        }
+        return null;
+    }
+
     public Optional<String> getFeedAsJson(String domain) {
         if (!feedDbEnabled) {
             throw new IllegalStateException("Feed database is disabled on this node");
@@ -214,7 +235,7 @@ public class FeedDb {
 
     public Instant getFetchTime() {
         if (!Files.exists(readerDbPath)) {
-            return Instant.ofEpochMilli(0);
+            return Instant.EPOCH;
         }
 
         try {
@@ -224,7 +245,23 @@ public class FeedDb {
         }
         catch (IOException ex) {
             logger.error("Failed to read the creatiom time of {}", readerDbPath);
-            return Instant.ofEpochMilli(0);
+            return Instant.EPOCH;
         }
     }
+
+    public boolean hasData() {
+        if (!feedDbEnabled) {
+            throw new IllegalStateException("Feed database is disabled on this node");
+        }
+
+        // Capture the current reader to avoid concurrency issues
+        FeedDbReader reader = this.reader;
+
+        if (reader != null) {
+            return reader.hasData();
+        }
+
+        return false;
+    }
+
 }

code/functions/live-capture/java/nu/marginalia/rss/db/FeedDbReader.java

@@ -8,6 +8,7 @@ import nu.marginalia.rss.model.FeedItems;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import javax.annotation.Nullable;
 import java.nio.file.Path;
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -32,6 +33,7 @@ public class FeedDbReader implements AutoCloseable {
         try (var stmt = connection.createStatement()) {
             stmt.executeUpdate("CREATE TABLE IF NOT EXISTS feed (domain TEXT PRIMARY KEY, feed JSON)");
             stmt.executeUpdate("CREATE TABLE IF NOT EXISTS errors (domain TEXT PRIMARY KEY, cnt INT DEFAULT 0)");
+            stmt.executeUpdate("CREATE TABLE IF NOT EXISTS etags (domain TEXT PRIMARY KEY, etag TEXT)");
         }
     }
 
@@ -106,6 +108,22 @@ public class FeedDbReader implements AutoCloseable {
         return FeedItems.none();
     }
 
+    @Nullable
+    public String getEtag(EdgeDomain domain) {
+        try (var stmt = connection.prepareStatement("SELECT etag FROM etags WHERE DOMAIN = ?")) {
+            stmt.setString(1, domain.toString());
+            var rs = stmt.executeQuery();
+
+            if (rs.next()) {
+                return rs.getString(1);
+            }
+        } catch (SQLException e) {
+            logger.error("Error getting etag for " + domain, e);
+        }
+
+        return null;
+    }
+
     private FeedItems deserialize(String string) {
         return gson.fromJson(string, FeedItems.class);
     }
@@ -141,4 +159,18 @@ public class FeedDbReader implements AutoCloseable {
     }
 
 
+    public boolean hasData() {
+        try (var stmt = connection.prepareStatement("SELECT 1 FROM feed LIMIT 1")) {
+            var rs = stmt.executeQuery();
+            if (rs.next()) {
+                return rs.getBoolean(1);
+            }
+            else {
+                return false;
+            }
+        }
+        catch (SQLException ex) {
+            return false;
+        }
+    }
 }

code/functions/live-capture/java/nu/marginalia/rss/db/FeedDbWriter.java

@@ -20,6 +20,7 @@ public class FeedDbWriter implements AutoCloseable {
     private final Connection connection;
     private final PreparedStatement insertFeedStmt;
     private final PreparedStatement insertErrorStmt;
+    private final PreparedStatement insertEtagStmt;
     private final Path dbPath;
 
     private volatile boolean closed = false;
@@ -34,10 +35,12 @@ public class FeedDbWriter implements AutoCloseable {
         try (var stmt = connection.createStatement()) {
             stmt.executeUpdate("CREATE TABLE IF NOT EXISTS feed (domain TEXT PRIMARY KEY, feed JSON)");
             stmt.executeUpdate("CREATE TABLE IF NOT EXISTS errors (domain TEXT PRIMARY KEY, cnt INT DEFAULT 0)");
+            stmt.executeUpdate("CREATE TABLE IF NOT EXISTS etags (domain TEXT PRIMARY KEY, etag TEXT)");
         }
 
         insertFeedStmt = connection.prepareStatement("INSERT INTO feed (domain, feed) VALUES (?, ?)");
         insertErrorStmt = connection.prepareStatement("INSERT INTO errors (domain, cnt) VALUES (?, ?)");
+        insertEtagStmt = connection.prepareStatement("INSERT INTO etags (domain, etag) VALUES (?, ?)");
     }
 
     public Path getDbPath() {
@@ -56,6 +59,20 @@ public class FeedDbWriter implements AutoCloseable {
         }
     }
 
+    public synchronized void saveEtag(String domain, String etag) {
+        if (etag == null || etag.isBlank())
+            return;
+
+        try {
+            insertEtagStmt.setString(1, domain.toLowerCase());
+            insertEtagStmt.setString(2, etag);
+            insertEtagStmt.executeUpdate();
+        }
+        catch (SQLException e) {
+            logger.error("Error saving etag for " + domain, e);
+        }
+    }
+
     public synchronized void setErrorCount(String domain, int count) {
         try {
             insertErrorStmt.setString(1, domain);

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

@@ -5,6 +5,8 @@ import com.apptasticsoftware.rssreader.RssReader;
 import com.google.inject.Inject;
 import com.opencsv.CSVReader;
 import nu.marginalia.WmsaHome;
+import nu.marginalia.contenttype.ContentType;
+import nu.marginalia.contenttype.DocumentBodyToString;
 import nu.marginalia.executor.client.ExecutorClient;
 import nu.marginalia.model.EdgeDomain;
 import nu.marginalia.nodecfg.NodeConfigurationService;
@@ -32,9 +34,7 @@ import java.net.http.HttpRequest;
 import java.net.http.HttpResponse;
 import java.nio.charset.StandardCharsets;
 import java.sql.SQLException;
-import java.time.Duration;
-import java.time.LocalDateTime;
-import java.time.ZonedDateTime;
+import java.time.*;
 import java.time.format.DateTimeFormatter;
 import java.util.*;
 import java.util.concurrent.Executors;
@@ -59,7 +59,6 @@ public class FeedFetcherService {
     private final DomainLocks domainLocks = new DomainLocks();
 
     private volatile boolean updating;
-    private boolean deterministic = false;
 
     @Inject
     public FeedFetcherService(FeedDb feedDb,
@@ -91,11 +90,6 @@ public class FeedFetcherService {
         REFRESH
     };
 
-    /** Disable random-based heuristics.  This is meant for testing */
-    public void setDeterministic() {
-        this.deterministic = true;
-    }
-
     public void updateFeeds(UpdateMode updateMode) throws IOException {
         if (updating) // Prevent concurrent updates
         {
@@ -135,37 +129,37 @@ public class FeedFetcherService {
             for (var feed : definitions) {
                 executor.submitQuietly(() -> {
                     try {
-                        var oldData = feedDb.getFeed(new EdgeDomain(feed.domain()));
+                        EdgeDomain domain = new EdgeDomain(feed.domain());
+                        var oldData = feedDb.getFeed(domain);
 
-                        // If we have existing data, we might skip updating it with a probability that increases with time,
-                        // this is to avoid hammering the feeds that are updated very rarely and save some time and resources
-                        // on our end
+                        @Nullable
+                        String ifModifiedSinceDate = switch(updateMode) {
+                            case REFRESH -> getIfModifiedSinceDate(feedDb);
+                            case CLEAN -> null;
+                        };
 
-                        /* Disable for now:
-
-                        if (!oldData.isEmpty()) {
-                            Duration duration = feed.durationSinceUpdated();
-                            long daysSinceUpdate = duration.toDays();
-
-
-                            if (deterministic || (daysSinceUpdate > 2 && ThreadLocalRandom.current()
-                                    .nextInt(1, 1 + (int) Math.min(10, daysSinceUpdate) / 2) > 1)) {
-                                // Skip updating this feed, just write the old data back instead
-                                writer.saveFeed(oldData);
-                                return;
-                            }
-                        }
-                        */
+                        @Nullable
+                        String ifNoneMatchTag = switch (updateMode) {
+                            case REFRESH -> feedDb.getEtag(domain);
+                            case CLEAN -> null;
+                        };
 
                         FetchResult feedData;
                         try (DomainLocks.DomainLock domainLock = domainLocks.lockDomain(new EdgeDomain(feed.domain()))) {
-                            feedData = fetchFeedData(feed, client);
+                            feedData = fetchFeedData(feed, client, ifModifiedSinceDate, ifNoneMatchTag);
                         } catch (Exception ex) {
                             feedData = new FetchResult.TransientError();
                         }
 
                         switch (feedData) {
-                            case FetchResult.Success(String value) -> writer.saveFeed(parseFeed(value, feed));
+                            case FetchResult.Success(String value, String etag) -> {
+                                writer.saveEtag(feed.domain(), etag);
+                                writer.saveFeed(parseFeed(value, feed));
+                            }
+                            case FetchResult.NotModified() -> {
+                                writer.saveEtag(feed.domain(), ifNoneMatchTag);
+                                writer.saveFeed(oldData);
+                            }
                             case FetchResult.TransientError() -> {
                                 int errorCount = errorCounts.getOrDefault(feed.domain().toLowerCase(), 0);
                                 writer.setErrorCount(feed.domain().toLowerCase(), ++errorCount);
@@ -212,30 +206,73 @@ public class FeedFetcherService {
         }
     }
 
-    private FetchResult fetchFeedData(FeedDefinition feed, HttpClient client) {
+    @Nullable
+    static String getIfModifiedSinceDate(FeedDb feedDb) {
+
+        // If the db is fresh, we don't send If-Modified-Since
+        if (!feedDb.hasData())
+            return null;
+
+        Instant cutoffInstant = feedDb.getFetchTime();
+
+        // If we're unable to establish fetch time, we don't send If-Modified-Since
+        if (cutoffInstant == Instant.EPOCH)
+            return null;
+
+        return cutoffInstant.atZone(ZoneId.of("GMT")).format(DateTimeFormatter.RFC_1123_DATE_TIME);
+    }
+
+    private FetchResult fetchFeedData(FeedDefinition feed,
+                                      HttpClient client,
+                                      @Nullable String ifModifiedSinceDate,
+                                      @Nullable String ifNoneMatchTag)
+    {
         try {
             URI uri = new URI(feed.feedUrl());
 
-            HttpRequest getRequest = HttpRequest.newBuilder()
+            HttpRequest.Builder requestBuilder = HttpRequest.newBuilder()
                     .GET()
                     .uri(uri)
                     .header("User-Agent", WmsaHome.getUserAgent().uaIdentifier())
+                    .header("Accept-Encoding", "gzip")
                     .header("Accept", "text/*, */*;q=0.9")
                     .timeout(Duration.ofSeconds(15))
-                    .build();
+                    ;
+
+            if (ifModifiedSinceDate != null) {
+                requestBuilder.header("If-Modified-Since", ifModifiedSinceDate);
+            }
+
+            if (ifNoneMatchTag != null) {
+                requestBuilder.header("If-None-Match", ifNoneMatchTag);
+            }
+
+            HttpRequest getRequest = requestBuilder.build();
 
             for (int i = 0; i < 3; i++) {
-                var rs = client.send(getRequest, HttpResponse.BodyHandlers.ofString());
-                if (429 == rs.statusCode()) {
+                HttpResponse<byte[]> rs = client.send(getRequest, HttpResponse.BodyHandlers.ofByteArray());
+
+                if (rs.statusCode() == 429) { // Too Many Requests
                     int retryAfter = Integer.parseInt(rs.headers().firstValue("Retry-After").orElse("2"));
                     Thread.sleep(Duration.ofSeconds(Math.clamp(retryAfter, 1, 5)));
-                } else if (200 == rs.statusCode()) {
-                    return new FetchResult.Success(rs.body());
-                } else if (404 == rs.statusCode()) {
-                    return new FetchResult.PermanentError(); // never try again
-                } else {
-                    return new FetchResult.TransientError(); // we try again in a few days
+                    continue;
                 }
+
+                String newEtagValue = rs.headers().firstValue("ETag").orElse("");
+
+                return switch (rs.statusCode()) {
+                    case 200 -> {
+                        byte[] responseData = getResponseData(rs);
+
+                        String contentType = rs.headers().firstValue("Content-Type").orElse("");
+                        String bodyText = DocumentBodyToString.getStringData(ContentType.parse(contentType), responseData);
+
+                        yield new FetchResult.Success(bodyText, newEtagValue);
+                    }
+                    case 304 -> new FetchResult.NotModified(); // via If-Modified-Since semantics
+                    case 404 -> new FetchResult.PermanentError(); // never try again
+                    default -> new FetchResult.TransientError(); // we try again later
+                };
             }
         }
         catch (Exception ex) {
@@ -245,8 +282,22 @@ public class FeedFetcherService {
         return new FetchResult.TransientError();
     }
 
+    private byte[] getResponseData(HttpResponse<byte[]> response) throws IOException {
+        String encoding = response.headers().firstValue("Content-Encoding").orElse("");
+
+        if ("gzip".equals(encoding)) {
+            try (var stream = new GZIPInputStream(new ByteArrayInputStream(response.body()))) {
+                return stream.readAllBytes();
+            }
+        }
+        else {
+            return response.body();
+        }
+    }
+
     public sealed interface FetchResult {
-        record Success(String value) implements FetchResult {}
+        record Success(String value, String etag) implements FetchResult {}
+        record NotModified() implements FetchResult {}
         record TransientError() implements FetchResult {}
         record PermanentError()  implements FetchResult {}
     }
@@ -351,6 +402,7 @@ public class FeedFetcherService {
             "&ndash;", "-",
             "&rsquo;", "'",
             "&lsquo;", "'",
+            "&quot;", "\"",
             "&nbsp;", ""
     );
 

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

@@ -96,7 +96,6 @@ class FeedFetcherServiceTest extends AbstractModule {
             feedDb.switchDb(writer);
         }
 
-        feedFetcherService.setDeterministic();
         feedFetcherService.updateFeeds(FeedFetcherService.UpdateMode.REFRESH);
 
         var result = feedDb.getFeed(new EdgeDomain("www.marginalia.nu"));
@@ -104,6 +103,26 @@ class FeedFetcherServiceTest extends AbstractModule {
         Assertions.assertFalse(result.isEmpty());
     }
 
+    @Tag("flaky")
+    @Test
+    public void testFetchRepeatedly() throws Exception {
+        try (var writer = feedDb.createWriter()) {
+            writer.saveFeed(new FeedItems("www.marginalia.nu", "https://www.marginalia.nu/log/index.xml", "", List.of()));
+            feedDb.switchDb(writer);
+        }
+
+        feedFetcherService.updateFeeds(FeedFetcherService.UpdateMode.REFRESH);
+        Assertions.assertNotNull(feedDb.getEtag(new EdgeDomain("www.marginalia.nu")));
+        feedFetcherService.updateFeeds(FeedFetcherService.UpdateMode.REFRESH);
+        Assertions.assertNotNull(feedDb.getEtag(new EdgeDomain("www.marginalia.nu")));
+        feedFetcherService.updateFeeds(FeedFetcherService.UpdateMode.REFRESH);
+        Assertions.assertNotNull(feedDb.getEtag(new EdgeDomain("www.marginalia.nu")));
+
+        var result = feedDb.getFeed(new EdgeDomain("www.marginalia.nu"));
+        System.out.println(result);
+        Assertions.assertFalse(result.isEmpty());
+    }
+
     @Tag("flaky")
     @Test
     public void test404() throws Exception {
@@ -112,7 +131,6 @@ class FeedFetcherServiceTest extends AbstractModule {
             feedDb.switchDb(writer);
         }
 
-        feedFetcherService.setDeterministic();
         feedFetcherService.updateFeeds(FeedFetcherService.UpdateMode.REFRESH);
 
         // We forget the feed on a 404 error

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

@@ -10,7 +10,6 @@ public class TestXmlSanitization {
         Assertions.assertEquals("&", FeedFetcherService.sanitizeEntities("&"));
         Assertions.assertEquals("<", FeedFetcherService.sanitizeEntities("<"));
         Assertions.assertEquals(">", FeedFetcherService.sanitizeEntities(">"));
-        Assertions.assertEquals(""", FeedFetcherService.sanitizeEntities("""));
         Assertions.assertEquals("'", FeedFetcherService.sanitizeEntities("'"));
     }
 
@@ -23,4 +22,9 @@ public class TestXmlSanitization {
     public void testTranslatedHtmlEntity() {
         Assertions.assertEquals("Foo -- Bar", FeedFetcherService.sanitizeEntities("Foo — Bar"));
     }
+
+    @Test
+    public void testTranslatedHtmlEntityQuot() {
+        Assertions.assertEquals("\"Bob\"", FeedFetcherService.sanitizeEntities(""Bob""));
+    }
 }

code/functions/math/api/java/nu/marginalia/api/math/model/DictionaryResponse.java

@@ -7,4 +7,8 @@ public record DictionaryResponse(String word, List<DictionaryEntry> entries) {
         this.word = word;
         this.entries = entries.stream().toList(); // Make an immutable copy
     }
+
+    public boolean hasEntries() {
+        return !entries.isEmpty();
+    }
 }

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

@@ -9,10 +9,9 @@ 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 javax.annotation.CheckReturnValue;
+import java.time.Duration;
 
 @Singleton
 public class QueryClient  {
@@ -24,13 +23,14 @@ public class QueryClient  {
 
     private final GrpcSingleNodeChannelPool<QueryApiGrpc.QueryApiBlockingStub> queryApiPool;
 
-    private final Logger logger = LoggerFactory.getLogger(getClass());
-
     @Inject
-    public QueryClient(GrpcChannelPoolFactory channelPoolFactory) {
+    public QueryClient(GrpcChannelPoolFactory channelPoolFactory) throws InterruptedException {
         this.queryApiPool = channelPoolFactory.createSingle(
                 ServiceKey.forGrpcApi(QueryApiGrpc.class, ServicePartition.any()),
                 QueryApiGrpc::newBlockingStub);
+
+        // Hold up initialization until we have a downstream connection
+        this.queryApiPool.awaitChannel(Duration.ofSeconds(5));
     }
 
     @CheckReturnValue

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

@@ -71,6 +71,17 @@ public class QueryFactory {
 
                     String[] parts = StringUtils.split(str, '_');
 
+                    // Trim down tokens to match the behavior of the tokenizer used in indexing
+                    for (int i = 0; i < parts.length; i++) {
+                        String part = parts[i];
+
+                        if (part.endsWith("'s") && part.length() > 2) {
+                            part = part.substring(0, part.length()-2);
+                        }
+
+                        parts[i] = part;
+                    }
+
                     if (parts.length > 1) {
                         // Require that the terms appear in sequence
                         queryBuilder.phraseConstraint(SearchPhraseConstraint.mandatory(parts));

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

@@ -25,6 +25,7 @@ public class QueryExpansion {
             this::joinDashes,
             this::splitWordNum,
             this::joinTerms,
+            this::categoryKeywords,
             this::ngramAll
     );
 
@@ -98,6 +99,24 @@ public class QueryExpansion {
         }
     }
 
+    // Category keyword substitution, e.g. guitar wiki -> guitar generator:wiki
+    public void categoryKeywords(QWordGraph graph) {
+
+        for (var qw : graph) {
+
+            // Ensure we only perform the substitution on the last word in the query
+            if (!graph.getNextOriginal(qw).getFirst().isEnd()) {
+                continue;
+            }
+
+            switch (qw.word()) {
+                case "recipe", "recipes" -> graph.addVariant(qw, "category:food");
+                case "forum" -> graph.addVariant(qw, "generator:forum");
+                case "wiki" -> graph.addVariant(qw, "generator:wiki");
+            }
+        }
+    }
+
     // Turn 'lawn chair' into 'lawnchair'
     public void joinTerms(QWordGraph graph) {
         QWord prev = null;

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

@@ -155,16 +155,25 @@ public class QueryParser {
 
         // Remove trailing punctuation
         int lastChar = str.charAt(str.length() - 1);
-        if (":.,!?$'".indexOf(lastChar) >= 0)
-            entity.replace(new QueryToken.LiteralTerm(str.substring(0, str.length() - 1), lt.displayStr()));
+        if (":.,!?$'".indexOf(lastChar) >= 0) {
+            str = str.substring(0, str.length() - 1);
+            entity.replace(new QueryToken.LiteralTerm(str, lt.displayStr()));
+        }
 
         // Remove term elements that aren't indexed by the search engine
-        if (str.endsWith("'s"))
-            entity.replace(new QueryToken.LiteralTerm(str.substring(0, str.length() - 2), lt.displayStr()));
-        if (str.endsWith("()"))
-            entity.replace(new QueryToken.LiteralTerm(str.substring(0, str.length() - 2), lt.displayStr()));
-        if (str.startsWith("$"))
-            entity.replace(new QueryToken.LiteralTerm(str.substring(1), lt.displayStr()));
+        if (str.endsWith("'s")) {
+            str = str.substring(0, str.length() - 2);
+            entity.replace(new QueryToken.LiteralTerm(str, lt.displayStr()));
+        }
+        if (str.endsWith("()")) {
+            str = str.substring(0, str.length() - 2);
+            entity.replace(new QueryToken.LiteralTerm(str, lt.displayStr()));
+        }
+
+        while (str.startsWith("$") || str.startsWith("_")) {
+            str = str.substring(1);
+            entity.replace(new QueryToken.LiteralTerm(str, lt.displayStr()));
+        }
 
         if (entity.isBlank()) {
             entity.remove();

code/functions/search-query/java/nu/marginalia/util/language/EnglishDictionary.java

@@ -1,165 +0,0 @@
-package nu.marginalia.util.language;
-
-import com.google.inject.Inject;
-import nu.marginalia.term_frequency_dict.TermFrequencyDict;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.BufferedReader;
-import java.io.InputStreamReader;
-import java.util.*;
-import java.util.regex.Pattern;
-import java.util.stream.Collectors;
-
-public class EnglishDictionary {
-    private final Set<String> englishWords = new HashSet<>();
-    private final TermFrequencyDict tfDict;
-    private final Logger logger = LoggerFactory.getLogger(getClass());
-
-    @Inject
-    public EnglishDictionary(TermFrequencyDict tfDict) {
-        this.tfDict = tfDict;
-        try (var resource = Objects.requireNonNull(ClassLoader.getSystemResourceAsStream("dictionary/en-words"),
-                "Could not load word frequency table");
-             var br = new BufferedReader(new InputStreamReader(resource))
-        ) {
-            for (;;) {
-                String s = br.readLine();
-                if (s == null) {
-                    break;
-                }
-                englishWords.add(s.toLowerCase());
-            }
-        }
-        catch (Exception ex) {
-            throw new RuntimeException(ex);
-        }
-    }
-
-    public boolean isWord(String word) {
-        return englishWords.contains(word);
-    }
-
-    private static final Pattern ingPattern = Pattern.compile(".*(\\w)\\1ing$");
-
-    public Collection<String> getWordVariants(String s) {
-        var variants = findWordVariants(s);
-
-        var ret = variants.stream()
-                .filter(var -> tfDict.getTermFreq(var) > 100)
-                .collect(Collectors.toList());
-
-        if (s.equals("recipe") || s.equals("recipes")) {
-            ret.add("category:food");
-        }
-
-        return ret;
-    }
-
-
-    public Collection<String> findWordVariants(String s) {
-        int sl = s.length();
-
-        if (sl < 2) {
-            return Collections.emptyList();
-        }
-        if (s.endsWith("s")) {
-            String a = s.substring(0, sl-1);
-            String b = s + "es";
-            if (isWord(a) && isWord(b)) {
-                return List.of(a, b);
-            }
-            else if (isWord(a)) {
-                return List.of(a);
-            }
-            else if (isWord(b)) {
-                return List.of(b);
-            }
-        }
-        if (s.endsWith("sm")) {
-            String a = s.substring(0, sl-1)+"t";
-            String b = s.substring(0, sl-1)+"ts";
-            if (isWord(a) && isWord(b)) {
-                return List.of(a, b);
-            }
-            else if (isWord(a)) {
-                return List.of(a);
-            }
-            else if (isWord(b)) {
-                return List.of(b);
-            }
-        }
-        if (s.endsWith("st")) {
-            String a = s.substring(0, sl-1)+"m";
-            String b = s + "s";
-            if (isWord(a) && isWord(b)) {
-                return List.of(a, b);
-            }
-            else if (isWord(a)) {
-                return List.of(a);
-            }
-            else if (isWord(b)) {
-                return List.of(b);
-            }
-        }
-        else if (ingPattern.matcher(s).matches() && sl > 4) { // humming, clapping
-            var a = s.substring(0, sl-4);
-            var b = s.substring(0, sl-3) + "ed";
-
-            if (isWord(a) && isWord(b)) {
-                return List.of(a, b);
-            }
-            else if (isWord(a)) {
-                return List.of(a);
-            }
-            else if (isWord(b)) {
-                return List.of(b);
-            }
-        }
-        else {
-            String a = s + "s";
-            String b = ingForm(s);
-            String c = s + "ed";
-
-            if (isWord(a) && isWord(b) && isWord(c)) {
-                return List.of(a, b, c);
-            }
-            else if (isWord(a) && isWord(b)) {
-                return List.of(a, b);
-            }
-            else if (isWord(b) && isWord(c)) {
-                return List.of(b, c);
-            }
-            else if (isWord(a) && isWord(c)) {
-                return List.of(a, c);
-            }
-            else if (isWord(a)) {
-                return List.of(a);
-            }
-            else if (isWord(b)) {
-                return List.of(b);
-            }
-            else if (isWord(c)) {
-                return List.of(c);
-            }
-        }
-
-        return Collections.emptyList();
-    }
-
-    public String ingForm(String s) {
-        if (s.endsWith("t") && !s.endsWith("tt")) {
-            return s + "ting";
-        }
-        if (s.endsWith("n") && !s.endsWith("nn")) {
-            return s + "ning";
-        }
-        if (s.endsWith("m") && !s.endsWith("mm")) {
-            return s + "ming";
-        }
-        if (s.endsWith("r") && !s.endsWith("rr")) {
-            return s + "ring";
-        }
-        return s + "ing";
-    }
-}

code/functions/search-query/test/nu/marginalia/functions/searchquery/query_parser/QueryParserTest.java

@@ -0,0 +1,32 @@
+package nu.marginalia.functions.searchquery.query_parser;
+
+import nu.marginalia.functions.searchquery.query_parser.token.QueryToken;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+
+class QueryParserTest {
+
+    @Test
+    // https://github.com/MarginaliaSearch/MarginaliaSearch/issues/140
+    void parse__builtin_ffs() {
+        QueryParser parser = new QueryParser();
+        var tokens = parser.parse("__builtin_ffs");
+        Assertions.assertEquals(List.of(new QueryToken.LiteralTerm("builtin_ffs", "__builtin_ffs")), tokens);
+    }
+
+    @Test
+    void trailingParens() {
+        QueryParser parser = new QueryParser();
+        var tokens = parser.parse("strcpy()");
+        Assertions.assertEquals(List.of(new QueryToken.LiteralTerm("strcpy", "strcpy()")), tokens);
+    }
+
+    @Test
+    void trailingQuote() {
+        QueryParser parser = new QueryParser();
+        var tokens = parser.parse("bob's");
+        Assertions.assertEquals(List.of(new QueryToken.LiteralTerm("bob", "bob's")), tokens);
+    }
+}

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

@@ -12,6 +12,7 @@ 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;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
 
@@ -207,6 +208,28 @@ public class QueryFactoryTest {
         System.out.println(subquery);
     }
 
+    @Test
+    public void testQuotedApostrophe() {
+        var subquery = parseAndGetSpecs("\"bob's cars\"");
+
+        System.out.println(subquery);
+
+        Assertions.assertTrue(subquery.query.compiledQuery.contains(" bob "));
+        Assertions.assertFalse(subquery.query.compiledQuery.contains(" bob's "));
+        Assertions.assertEquals("\"bob's cars\"", subquery.humanQuery);
+    }
+
+    @Test
+    public void testExpansion9() {
+        var subquery = parseAndGetSpecs("pie recipe");
+
+        Assertions.assertTrue(subquery.query.compiledQuery.contains(" category:food "));
+
+        subquery = parseAndGetSpecs("recipe pie");
+
+        Assertions.assertFalse(subquery.query.compiledQuery.contains(" category:food "));
+    }
+
     @Test
     public void testParsing() {
         var subquery = parseAndGetSpecs("strlen()");

code/libraries/btree/test/nu/marginalia/btree/BTreeWriterTest.java

@@ -85,7 +85,7 @@ class BTreeWriterTest {
     public void testWriteEntrySize2() throws IOException {
         BTreeContext ctx = new BTreeContext(4,  2,  BTreeBlockSize.BS_64);
 
-        var tempFile = Files.createTempFile(Path.of("/tmp"), "tst", "dat");
+        var tempFile = Files.createTempFile("tst", "dat");
 
         int[] data = generateItems32(64);
 

code/libraries/language-processing/java/nu/marginalia/language/sentence/SentenceSegmentSplitter.java

@@ -27,7 +27,7 @@ public class SentenceSegmentSplitter {
         else {
             // If we flatten unicode, we do this...
             // FIXME: This can almost definitely be cleaned up and simplified.
-            wordBreakPattern = Pattern.compile("([^/_#@.a-zA-Z'+\\-0-9\\u00C0-\\u00D6\\u00D8-\\u00f6\\u00f8-\\u00ff]+)|[|]|(\\.(\\s+|$))");
+            wordBreakPattern = Pattern.compile("([^/<>$:_#@.a-zA-Z'+\\-0-9\\u00C0-\\u00D6\\u00D8-\\u00f6\\u00f8-\\u00ff]+)|[|]|(\\.(\\s+|$))");
         }
     }
 
@@ -90,12 +90,17 @@ public class SentenceSegmentSplitter {
         for (int i = 0; i < ret.size(); i++) {
             String part  = ret.get(i);
 
+            if (part.startsWith("<") && part.endsWith(">") && part.length() > 2) {
+                ret.set(i, part.substring(1, part.length() - 1));
+            }
+
             if (part.startsWith("'") && part.length() > 1) {
                 ret.set(i, part.substring(1));
             }
             if (part.endsWith("'") && part.length() > 1) {
                 ret.set(i, part.substring(0, part.length()-1));
             }
+
             while (part.endsWith(".")) {
                 part = part.substring(0, part.length()-1);
                 ret.set(i, part);

code/libraries/language-processing/test/nu/marginalia/language/sentence/SentenceExtractorTest.java

@@ -28,6 +28,20 @@ class SentenceExtractorTest {
         System.out.println(dld);
     }
 
+    @Test
+    void testCplusplus() {
+        var dld = sentenceExtractor.extractSentence("std::vector", EnumSet.noneOf(HtmlTag.class));
+        assertEquals(1, dld.length());
+        assertEquals("std::vector", dld.wordsLowerCase[0]);
+    }
+
+    @Test
+    void testPHP() {
+        var dld = sentenceExtractor.extractSentence("$_GET", EnumSet.noneOf(HtmlTag.class));
+        assertEquals(1, dld.length());
+        assertEquals("$_get", dld.wordsLowerCase[0]);
+    }
+
     @Test
     void testPolishArtist() {
         var dld = sentenceExtractor.extractSentence("Uklański", EnumSet.noneOf(HtmlTag.class));

code/processes/converting-process/java/nu/marginalia/converting/model/ProcessedDocumentDetails.java

@@ -25,12 +25,11 @@ public class ProcessedDocumentDetails {
 
     public List<EdgeUrl> linksInternal;
     public List<EdgeUrl> linksExternal;
-    public List<EdgeUrl> feedLinks;
 
     public DocumentMetadata metadata;
     public GeneratorType generator;
 
     public String toString() {
-        return "ProcessedDocumentDetails(title=" + this.title + ", description=" + this.description + ", pubYear=" + this.pubYear + ", length=" + this.length + ", quality=" + this.quality + ", hashCode=" + this.hashCode + ", features=" + this.features + ", standard=" + this.standard + ", linksInternal=" + this.linksInternal + ", linksExternal=" + this.linksExternal + ", feedLinks=" + this.feedLinks + ", metadata=" + this.metadata + ", generator=" + this.generator + ")";
+        return "ProcessedDocumentDetails(title=" + this.title + ", description=" + this.description + ", pubYear=" + this.pubYear + ", length=" + this.length + ", quality=" + this.quality + ", hashCode=" + this.hashCode + ", features=" + this.features + ", standard=" + this.standard + ", linksInternal=" + this.linksInternal + ", linksExternal=" + this.linksExternal + ", metadata=" + this.metadata + ", generator=" + this.generator + ")";
     }
 }

code/processes/converting-process/java/nu/marginalia/converting/processor/logic/links/LinkProcessor.java

@@ -34,7 +34,6 @@ public class LinkProcessor {
 
         ret.linksExternal = new ArrayList<>();
         ret.linksInternal = new ArrayList<>();
-        ret.feedLinks = new ArrayList<>();
     }
 
     public Set<EdgeUrl> getSeenUrls() {
@@ -72,19 +71,6 @@ public class LinkProcessor {
         }
     }
 
-    /** Accepts a link as a feed link */
-    public void acceptFeed(EdgeUrl link) {
-        if (!isLinkPermitted(link)) {
-            return;
-        }
-
-        if (!seenUrls.add(link)) {
-            return;
-        }
-
-        ret.feedLinks.add(link);
-    }
-
     private boolean isLinkPermitted(EdgeUrl link) {
         if (!permittedSchemas.contains(link.proto.toLowerCase())) {
             return false;

code/processes/converting-process/java/nu/marginalia/converting/processor/plugin/HtmlDocumentProcessorPlugin.java

@@ -294,11 +294,6 @@ public class HtmlDocumentProcessorPlugin extends AbstractDocumentProcessorPlugin
         for (var meta : doc.select("meta[http-equiv=refresh]")) {
             linkParser.parseMetaRedirect(baseUrl, meta).ifPresent(lp::accept);
         }
-        for (var link : doc.select("link[rel=alternate]")) {
-            feedExtractor
-                    .getFeedFromAlternateTag(baseUrl, link)
-                    .ifPresent(lp::acceptFeed);
-        }
 
         words.addAllSyntheticTerms(FileLinks.createFileLinkKeywords(lp, domain));
         words.addAllSyntheticTerms(FileLinks.createFileEndingKeywords(doc));

code/processes/converting-process/java/nu/marginalia/converting/processor/plugin/PlainTextDocumentProcessorPlugin.java

@@ -125,7 +125,6 @@ public class PlainTextDocumentProcessorPlugin extends AbstractDocumentProcessorP
         /* These are assumed to be populated */
         ret.linksInternal = new ArrayList<>();
         ret.linksExternal = new ArrayList<>();
-        ret.feedLinks = new ArrayList<>();
 
         return new DetailsWithWords(ret, words);
     }

code/processes/converting-process/java/nu/marginalia/converting/sideload/stackexchange/StackexchangeSideloader.java

@@ -166,7 +166,6 @@ public class StackexchangeSideloader implements SideloadSource {
             ret.details.length = 128;
 
             ret.details.standard = HtmlStandard.HTML5;
-            ret.details.feedLinks = List.of();
             ret.details.linksExternal = List.of();
             ret.details.linksInternal = List.of();
             ret.state = UrlIndexingState.OK;

code/processes/converting-process/java/nu/marginalia/converting/writer/ConverterBatchWriter.java

@@ -178,7 +178,6 @@ public class ConverterBatchWriter implements AutoCloseable, ConverterBatchWriter
     public void writeDomainData(ProcessedDomain domain) throws IOException {
         DomainMetadata metadata = DomainMetadata.from(domain);
 
-        List<String> feeds = getFeedUrls(domain);
 
         domainWriter.write(
                 new SlopDomainRecord(
@@ -188,25 +187,11 @@ public class ConverterBatchWriter implements AutoCloseable, ConverterBatchWriter
                         metadata.visited(),
                         Optional.ofNullable(domain.state).map(DomainIndexingState::toString).orElse(""),
                         Optional.ofNullable(domain.redirect).map(EdgeDomain::toString).orElse(""),
-                        domain.ip,
-                        feeds
+                        domain.ip
                 )
         );
     }
 
-    private List<String> getFeedUrls(ProcessedDomain domain) {
-        var documents = domain.documents;
-        if (documents == null)
-            return List.of();
-
-        return documents.stream().map(doc -> doc.details)
-                .filter(Objects::nonNull)
-                .flatMap(dets -> dets.feedLinks.stream())
-                .distinct()
-                .map(EdgeUrl::toString)
-                .toList();
-    }
-
     public void close() throws IOException {
         domainWriter.close();
         documentWriter.close();

code/processes/converting-process/model/java/nu/marginalia/model/processed/SlopDomainRecord.java

@@ -1,7 +1,6 @@
 package nu.marginalia.model.processed;
 
 import nu.marginalia.slop.SlopTable;
-import nu.marginalia.slop.column.array.ObjectArrayColumn;
 import nu.marginalia.slop.column.primitive.IntColumn;
 import nu.marginalia.slop.column.string.EnumColumn;
 import nu.marginalia.slop.column.string.TxtStringColumn;
@@ -10,7 +9,6 @@ import nu.marginalia.slop.desc.StorageType;
 import java.io.IOException;
 import java.nio.charset.StandardCharsets;
 import java.nio.file.Path;
-import java.util.List;
 import java.util.function.Consumer;
 
 public record SlopDomainRecord(
@@ -20,8 +18,7 @@ public record SlopDomainRecord(
         int visitedUrls,
         String state,
         String redirectDomain,
-        String ip,
-        List<String> rssFeeds)
+        String ip)
 {
 
     public record DomainWithIpProjection(
@@ -38,9 +35,6 @@ public record SlopDomainRecord(
     private static final IntColumn goodUrlsColumn = new IntColumn("goodUrls", StorageType.PLAIN);
     private static final IntColumn visitedUrlsColumn = new IntColumn("visitedUrls", StorageType.PLAIN);
 
-    private static final ObjectArrayColumn<String> rssFeedsColumn = new TxtStringColumn("rssFeeds", StandardCharsets.UTF_8, StorageType.GZIP).asArray();
-
-
     public static class DomainNameReader extends SlopTable {
         private final TxtStringColumn.Reader domainsReader;
 
@@ -101,8 +95,6 @@ public record SlopDomainRecord(
         private final IntColumn.Reader goodUrlsReader;
         private final IntColumn.Reader visitedUrlsReader;
 
-        private final ObjectArrayColumn<String>.Reader rssFeedsReader;
-
         public Reader(SlopTable.Ref<SlopDomainRecord> ref) throws IOException {
             super(ref);
 
@@ -114,8 +106,6 @@ public record SlopDomainRecord(
             knownUrlsReader = knownUrlsColumn.open(this);
             goodUrlsReader = goodUrlsColumn.open(this);
             visitedUrlsReader = visitedUrlsColumn.open(this);
-
-            rssFeedsReader = rssFeedsColumn.open(this);
         }
 
         public Reader(Path baseDir, int page) throws IOException {
@@ -140,8 +130,7 @@ public record SlopDomainRecord(
                     visitedUrlsReader.get(),
                     statesReader.get(),
                     redirectReader.get(),
-                    ipReader.get(),
-                    rssFeedsReader.get()
+                    ipReader.get()
             );
         }
     }
@@ -156,8 +145,6 @@ public record SlopDomainRecord(
         private final IntColumn.Writer goodUrlsWriter;
         private final IntColumn.Writer visitedUrlsWriter;
 
-        private final ObjectArrayColumn<String>.Writer rssFeedsWriter;
-
         public Writer(Path baseDir, int page) throws IOException {
             super(baseDir, page);
 
@@ -169,8 +156,6 @@ public record SlopDomainRecord(
             knownUrlsWriter = knownUrlsColumn.create(this);
             goodUrlsWriter = goodUrlsColumn.create(this);
             visitedUrlsWriter = visitedUrlsColumn.create(this);
-
-            rssFeedsWriter = rssFeedsColumn.create(this);
         }
 
         public void write(SlopDomainRecord record) throws IOException {
@@ -182,8 +167,6 @@ public record SlopDomainRecord(
             knownUrlsWriter.put(record.knownUrls());
             goodUrlsWriter.put(record.goodUrls());
             visitedUrlsWriter.put(record.visitedUrls());
-
-            rssFeedsWriter.put(record.rssFeeds());
         }
     }
 }

code/processes/converting-process/model/test/nu/marginalia/model/processed/SlopDomainRecordTest.java

@@ -9,7 +9,6 @@ import org.junit.jupiter.api.Test;
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
-import java.util.List;
 
 import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertTrue;
@@ -35,8 +34,7 @@ public class SlopDomainRecordTest {
                 1, 2, 3,
                 "state",
                 "redirectDomain",
-                "192.168.0.1",
-                List.of("rss1", "rss2")
+                "192.168.0.1"
         );
 
         try (var writer = new SlopDomainRecord.Writer(testDir, 0)) {

code/processes/converting-process/test/nu/marginalia/converting/CrawlingThenConvertingIntegrationTest.java

@@ -7,6 +7,7 @@ import nu.marginalia.WmsaHome;
 import nu.marginalia.converting.model.ProcessedDomain;
 import nu.marginalia.converting.processor.DomainProcessor;
 import nu.marginalia.crawl.CrawlerMain;
+import nu.marginalia.crawl.DomainStateDb;
 import nu.marginalia.crawl.fetcher.HttpFetcher;
 import nu.marginalia.crawl.fetcher.HttpFetcherImpl;
 import nu.marginalia.crawl.fetcher.warc.WarcRecorder;
@@ -46,6 +47,7 @@ public class CrawlingThenConvertingIntegrationTest {
 
     private Path fileName;
     private Path fileName2;
+    private Path dbTempFile;
 
     @BeforeAll
     public static void setUpAll() {
@@ -63,16 +65,18 @@ public class CrawlingThenConvertingIntegrationTest {
         httpFetcher = new HttpFetcherImpl(WmsaHome.getUserAgent().uaString());
         this.fileName = Files.createTempFile("crawling-then-converting", ".warc.gz");
         this.fileName2 = Files.createTempFile("crawling-then-converting", ".warc.gz");
+        this.dbTempFile = Files.createTempFile("domains", "db");
     }
 
     @AfterEach
     public void tearDown() throws IOException {
         Files.deleteIfExists(fileName);
         Files.deleteIfExists(fileName2);
+        Files.deleteIfExists(dbTempFile);
     }
 
     @Test
-    public void testInvalidDomain() throws IOException {
+    public void testInvalidDomain() throws Exception {
         // Attempt to fetch an invalid domain
         var specs = new CrawlerMain.CrawlSpecRecord("invalid.invalid.invalid", 10);
 
@@ -88,7 +92,7 @@ public class CrawlingThenConvertingIntegrationTest {
     }
 
     @Test
-    public void testRedirectingDomain() throws IOException {
+    public void testRedirectingDomain() throws Exception {
         // Attempt to fetch an invalid domain
         var specs = new CrawlerMain.CrawlSpecRecord("memex.marginalia.nu", 10);
 
@@ -107,7 +111,7 @@ public class CrawlingThenConvertingIntegrationTest {
     }
 
     @Test
-    public void testBlockedDomain() throws IOException {
+    public void testBlockedDomain() throws Exception {
         // Attempt to fetch an invalid domain
         var specs = new CrawlerMain.CrawlSpecRecord("search.marginalia.nu", 10);
 
@@ -124,7 +128,7 @@ public class CrawlingThenConvertingIntegrationTest {
     }
 
     @Test
-    public void crawlSunnyDay() throws IOException {
+    public void crawlSunnyDay() throws Exception {
         var specs = new CrawlerMain.CrawlSpecRecord("www.marginalia.nu", 10);
 
         CrawledDomain domain = crawl(specs);
@@ -157,7 +161,7 @@ public class CrawlingThenConvertingIntegrationTest {
 
 
     @Test
-    public void crawlContentTypes() throws IOException {
+    public void crawlContentTypes() throws Exception {
         var specs = new CrawlerMain.CrawlSpecRecord("www.marginalia.nu", 10,
                 List.of(
                         "https://www.marginalia.nu/sanic.png",
@@ -195,7 +199,7 @@ public class CrawlingThenConvertingIntegrationTest {
 
 
     @Test
-    public void crawlRobotsTxt() throws IOException {
+    public void crawlRobotsTxt() throws Exception {
         var specs = new CrawlerMain.CrawlSpecRecord("search.marginalia.nu", 5,
                         List.of("https://search.marginalia.nu/search?q=hello+world")
         );
@@ -235,15 +239,17 @@ public class CrawlingThenConvertingIntegrationTest {
             return null; // unreachable
         }
     }
-    private CrawledDomain crawl(CrawlerMain.CrawlSpecRecord specs) throws IOException {
+    private CrawledDomain crawl(CrawlerMain.CrawlSpecRecord specs) throws Exception {
         return crawl(specs, domain -> true);
     }
 
-    private CrawledDomain crawl(CrawlerMain.CrawlSpecRecord specs, Predicate<EdgeDomain> domainBlacklist) throws IOException {
+    private CrawledDomain crawl(CrawlerMain.CrawlSpecRecord specs, Predicate<EdgeDomain> domainBlacklist) throws Exception {
         List<SerializableCrawlData> data = new ArrayList<>();
 
-        try (var recorder = new WarcRecorder(fileName)) {
-            new CrawlerRetreiver(httpFetcher, new DomainProber(domainBlacklist), specs, recorder).crawlDomain();
+        try (var recorder = new WarcRecorder(fileName);
+             var db = new DomainStateDb(dbTempFile))
+        {
+            new CrawlerRetreiver(httpFetcher, new DomainProber(domainBlacklist), specs, db, recorder).crawlDomain();
         }
 
         CrawledDocumentParquetRecordFileWriter.convertWarc(specs.domain(),

code/processes/crawling-process/build.gradle

@@ -46,6 +46,8 @@ dependencies {
 
     implementation libs.notnull
     implementation libs.guava
+    implementation libs.sqlite
+
     implementation dependencies.create(libs.guice.get()) {
         exclude group: 'com.google.guava'
     }

code/processes/crawling-process/java/nu/marginalia/crawl/CrawlerMain.java

@@ -241,6 +241,7 @@ public class CrawlerMain extends ProcessMainClass {
 
         // Set up the work log and the warc archiver so we can keep track of what we've done
         try (WorkLog workLog = new WorkLog(outputDir.resolve("crawler.log"));
+             DomainStateDb domainStateDb = new DomainStateDb(outputDir.resolve("domainstate.db"));
              WarcArchiverIf warcArchiver = warcArchiverFactory.get(outputDir);
              AnchorTagsSource anchorTagsSource = anchorTagsSourceFactory.create(domainsToCrawl)
         ) {
@@ -258,6 +259,7 @@ public class CrawlerMain extends ProcessMainClass {
                         anchorTagsSource,
                         outputDir,
                         warcArchiver,
+                        domainStateDb,
                         workLog);
 
                 if (pendingCrawlTasks.putIfAbsent(crawlSpec.domain(), task) == null) {
@@ -299,11 +301,12 @@ public class CrawlerMain extends ProcessMainClass {
         heartbeat.start();
 
         try (WorkLog workLog = new WorkLog(outputDir.resolve("crawler-" + targetDomainName.replace('/', '-') + ".log"));
+             DomainStateDb domainStateDb = new DomainStateDb(outputDir.resolve("domainstate.db"));
              WarcArchiverIf warcArchiver = warcArchiverFactory.get(outputDir);
              AnchorTagsSource anchorTagsSource = anchorTagsSourceFactory.create(List.of(new EdgeDomain(targetDomainName)))
         ) {
             var spec = new CrawlSpecRecord(targetDomainName, 1000, List.of());
-            var task = new CrawlTask(spec, anchorTagsSource, outputDir, warcArchiver, workLog);
+            var task = new CrawlTask(spec, anchorTagsSource, outputDir, warcArchiver, domainStateDb, workLog);
             task.run();
         }
         catch (Exception ex) {
@@ -324,18 +327,21 @@ public class CrawlerMain extends ProcessMainClass {
         private final AnchorTagsSource anchorTagsSource;
         private final Path outputDir;
         private final WarcArchiverIf warcArchiver;
+        private final DomainStateDb domainStateDb;
         private final WorkLog workLog;
 
         CrawlTask(CrawlSpecRecord specification,
                   AnchorTagsSource anchorTagsSource,
                   Path outputDir,
                   WarcArchiverIf warcArchiver,
+                  DomainStateDb domainStateDb,
                   WorkLog workLog)
         {
             this.specification = specification;
             this.anchorTagsSource = anchorTagsSource;
             this.outputDir = outputDir;
             this.warcArchiver = warcArchiver;
+            this.domainStateDb = domainStateDb;
             this.workLog = workLog;
 
             this.domain = specification.domain();
@@ -359,7 +365,7 @@ public class CrawlerMain extends ProcessMainClass {
             }
 
             try (var warcRecorder = new WarcRecorder(newWarcFile); // write to a temp file for now
-                 var retriever = new CrawlerRetreiver(fetcher, domainProber, specification, warcRecorder);
+                 var retriever = new CrawlerRetreiver(fetcher, domainProber, specification, domainStateDb, warcRecorder);
                  CrawlDataReference reference = getReference();
                  )
             {

code/processes/crawling-process/java/nu/marginalia/crawl/DomainStateDb.java

@@ -0,0 +1,127 @@
+package nu.marginalia.crawl;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import javax.annotation.Nullable;
+import java.nio.file.Path;
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.time.Instant;
+import java.util.Optional;
+
+/** Supplemental sqlite database for storing the summary of a crawl.
+ *  One database exists per crawl data set.
+ * */
+public class DomainStateDb implements AutoCloseable {
+
+    private static final Logger logger = LoggerFactory.getLogger(DomainStateDb.class);
+
+    private final Connection connection;
+
+    public record SummaryRecord(
+            String domainName,
+            Instant lastUpdated,
+            String state,
+            @Nullable String stateDesc,
+            @Nullable String feedUrl
+    )
+    {
+        public static SummaryRecord forSuccess(String domainName) {
+            return new SummaryRecord(domainName, Instant.now(), "OK", null, null);
+        }
+
+        public static SummaryRecord forSuccess(String domainName, String feedUrl) {
+            return new SummaryRecord(domainName, Instant.now(), "OK", null, feedUrl);
+        }
+
+        public static SummaryRecord forError(String domainName, String state, String stateDesc) {
+            return new SummaryRecord(domainName, Instant.now(), state, stateDesc, null);
+        }
+
+        public boolean equals(Object other) {
+            if (other == this) {
+                return true;
+            }
+            if (!(other instanceof SummaryRecord(String name, Instant updated, String state1, String desc, String url))) {
+                return false;
+            }
+            return domainName.equals(name) &&
+                    lastUpdated.toEpochMilli() == updated.toEpochMilli() &&
+                    state.equals(state1) &&
+                    (stateDesc == null ? desc == null : stateDesc.equals(desc)) &&
+                    (feedUrl == null ? url == null : feedUrl.equals(url));
+        }
+
+        public int hashCode() {
+            return domainName.hashCode() + Long.hashCode(lastUpdated.toEpochMilli());
+        }
+
+    }
+
+    public DomainStateDb(Path filename) throws SQLException {
+        String sqliteDbString = "jdbc:sqlite:" + filename.toString();
+        connection = DriverManager.getConnection(sqliteDbString);
+
+        try (var stmt = connection.createStatement()) {
+            stmt.executeUpdate("""
+                    CREATE TABLE IF NOT EXISTS summary (
+                        domain TEXT PRIMARY KEY,
+                        lastUpdatedEpochMs LONG NOT NULL,
+                        state TEXT NOT NULL,
+                        stateDesc TEXT,
+                        feedUrl TEXT
+                    )
+                    """);
+
+            stmt.execute("PRAGMA journal_mode=WAL");
+        }
+    }
+
+    @Override
+    public void close() throws SQLException {
+        connection.close();
+    }
+
+
+    public void save(SummaryRecord record) {
+        try (var stmt = connection.prepareStatement("""
+                INSERT OR REPLACE INTO summary (domain, lastUpdatedEpochMs, state, stateDesc, feedUrl)
+                VALUES (?, ?, ?, ?, ?)
+                """)) {
+            stmt.setString(1, record.domainName());
+            stmt.setLong(2, record.lastUpdated().toEpochMilli());
+            stmt.setString(3, record.state());
+            stmt.setString(4, record.stateDesc());
+            stmt.setString(5, record.feedUrl());
+            stmt.executeUpdate();
+        } catch (SQLException e) {
+            logger.error("Failed to insert summary record", e);
+        }
+    }
+
+    public Optional<SummaryRecord> get(String domainName) {
+        try (var stmt = connection.prepareStatement("""
+                SELECT domain, lastUpdatedEpochMs, state, stateDesc, feedUrl
+                FROM summary
+                WHERE domain = ?
+                """)) {
+            stmt.setString(1, domainName);
+            var rs = stmt.executeQuery();
+            if (rs.next()) {
+                return Optional.of(new SummaryRecord(
+                        rs.getString("domain"),
+                        Instant.ofEpochMilli(rs.getLong("lastUpdatedEpochMs")),
+                        rs.getString("state"),
+                        rs.getString("stateDesc"),
+                        rs.getString("feedUrl")
+                ));
+            }
+        } catch (SQLException e) {
+            logger.error("Failed to get summary record", e);
+        }
+
+        return Optional.empty();
+    }
+}

code/processes/crawling-process/java/nu/marginalia/crawl/fetcher/ContentTags.java

@@ -20,34 +20,11 @@ public record ContentTags(String etag, String lastMod) {
     public void paint(Request.Builder getBuilder) {
 
         if (etag != null) {
-            getBuilder.addHeader("If-None-Match", ifNoneMatch());
+            getBuilder.addHeader("If-None-Match", etag);
         }
 
         if (lastMod != null) {
-            getBuilder.addHeader("If-Modified-Since", ifModifiedSince());
+            getBuilder.addHeader("If-Modified-Since", lastMod);
         }
     }
-
-    private String ifNoneMatch() {
-        // Remove the W/ prefix if it exists
-
-        //'W/' (case-sensitive) indicates that a weak validator is used. Weak etags are
-        // easy to generate, but are far less useful for comparisons. Strong validators
-        // are ideal for comparisons but can be very difficult to generate efficiently.
-        // Weak ETag values of two representations of the same resources might be semantically
-        // equivalent, but not byte-for-byte identical. This means weak etags prevent caching
-        // when byte range requests are used, but strong etags mean range requests can
-        // still be cached.
-        // - https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/ETag
-
-        if (null != etag && etag.startsWith("W/")) {
-            return etag.substring(2);
-        } else {
-            return etag;
-        }
-    }
-
-    private String ifModifiedSince() {
-        return lastMod;
-    }
 }

code/processes/crawling-process/java/nu/marginalia/crawl/fetcher/warc/WarcRecorder.java

@@ -34,8 +34,9 @@ import java.util.*;
 public class WarcRecorder implements AutoCloseable {
     /** Maximum time we'll wait on a single request */
     static final int MAX_TIME = 30_000;
-    /** Maximum (decompressed) size we'll fetch */
-    static final int MAX_SIZE = 1024 * 1024 * 10;
+
+    /** Maximum (decompressed) size we'll save */
+    static final int MAX_SIZE = Integer.getInteger("crawler.maxFetchSize", 10 * 1024 * 1024);
 
     private final WarcWriter writer;
     private final Path warcFile;

code/processes/crawling-process/java/nu/marginalia/crawl/retreival/CrawlerRetreiver.java

@@ -4,6 +4,7 @@ import crawlercommons.robots.SimpleRobotRules;
 import nu.marginalia.atags.model.DomainLinks;
 import nu.marginalia.contenttype.ContentType;
 import nu.marginalia.crawl.CrawlerMain;
+import nu.marginalia.crawl.DomainStateDb;
 import nu.marginalia.crawl.fetcher.ContentTags;
 import nu.marginalia.crawl.fetcher.HttpFetcher;
 import nu.marginalia.crawl.fetcher.HttpFetcherImpl;
@@ -16,7 +17,9 @@ import nu.marginalia.ip_blocklist.UrlBlocklist;
 import nu.marginalia.link_parser.LinkParser;
 import nu.marginalia.model.EdgeDomain;
 import nu.marginalia.model.EdgeUrl;
+import nu.marginalia.model.body.DocumentBodyExtractor;
 import nu.marginalia.model.body.HttpFetchResult;
+import nu.marginalia.model.crawldata.CrawlerDomainStatus;
 import org.jsoup.Jsoup;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -46,6 +49,7 @@ public class CrawlerRetreiver implements AutoCloseable {
 
     private final DomainProber domainProber;
     private final DomainCrawlFrontier crawlFrontier;
+    private final DomainStateDb domainStateDb;
     private final WarcRecorder warcRecorder;
     private final CrawlerRevisitor crawlerRevisitor;
 
@@ -55,8 +59,10 @@ public class CrawlerRetreiver implements AutoCloseable {
     public CrawlerRetreiver(HttpFetcher fetcher,
                             DomainProber domainProber,
                             CrawlerMain.CrawlSpecRecord specs,
+                            DomainStateDb domainStateDb,
                             WarcRecorder warcRecorder)
     {
+        this.domainStateDb = domainStateDb;
         this.warcRecorder = warcRecorder;
         this.fetcher = fetcher;
         this.domainProber = domainProber;
@@ -90,8 +96,21 @@ public class CrawlerRetreiver implements AutoCloseable {
         try {
             // Do an initial domain probe to determine the root URL
             EdgeUrl rootUrl;
-            if (probeRootUrl() instanceof HttpFetcher.DomainProbeResult.Ok ok) rootUrl = ok.probedUrl();
-            else return 1;
+
+            var probeResult = probeRootUrl();
+            switch (probeResult) {
+                case HttpFetcher.DomainProbeResult.Ok(EdgeUrl probedUrl) -> {
+                    rootUrl = probedUrl; // Good track
+                }
+                case HttpFetcher.DomainProbeResult.Redirect(EdgeDomain domain1) -> {
+                    domainStateDb.save(DomainStateDb.SummaryRecord.forError(domain, "Redirect", domain1.toString()));
+                    return 1;
+                }
+                case HttpFetcher.DomainProbeResult.Error(CrawlerDomainStatus status, String desc) -> {
+                    domainStateDb.save(DomainStateDb.SummaryRecord.forError(domain, status.toString(), desc));
+                    return 1;
+                }
+            }
 
             // Sleep after the initial probe, we don't have access to the robots.txt yet
             // so we don't know the crawl delay
@@ -114,7 +133,8 @@ public class CrawlerRetreiver implements AutoCloseable {
 
         delayTimer.waitFetchDelay(0); // initial delay after robots.txt
 
-        sniffRootDocument(rootUrl, delayTimer);
+        DomainStateDb.SummaryRecord summaryRecord = sniffRootDocument(rootUrl, delayTimer);
+        domainStateDb.save(summaryRecord);
 
         // Play back the old crawl data (if present) and fetch the documents comparing etags and last-modified
         if (crawlerRevisitor.recrawl(oldCrawlData, robotsRules, delayTimer) > 0) {
@@ -196,7 +216,9 @@ public class CrawlerRetreiver implements AutoCloseable {
         return domainProbeResult;
     }
 
-    private void sniffRootDocument(EdgeUrl rootUrl, CrawlDelayTimer timer) {
+    private DomainStateDb.SummaryRecord sniffRootDocument(EdgeUrl rootUrl, CrawlDelayTimer timer) {
+        Optional<String> feedLink = Optional.empty();
+
         try {
             var url = rootUrl.withPathAndParam("/", null);
 
@@ -204,11 +226,11 @@ public class CrawlerRetreiver implements AutoCloseable {
             timer.waitFetchDelay(0);
 
             if (!(result instanceof HttpFetchResult.ResultOk ok))
-                return;
+                return DomainStateDb.SummaryRecord.forSuccess(domain);
 
             var optDoc = ok.parseDocument();
             if (optDoc.isEmpty())
-                return;
+                return DomainStateDb.SummaryRecord.forSuccess(domain);
 
             // Sniff the software based on the sample document
             var doc = optDoc.get();
@@ -216,7 +238,6 @@ public class CrawlerRetreiver implements AutoCloseable {
             crawlFrontier.enqueueLinksFromDocument(url, doc);
 
             EdgeUrl faviconUrl = url.withPathAndParam("/favicon.ico", null);
-            Optional<EdgeUrl> sitemapUrl = Optional.empty();
 
             for (var link : doc.getElementsByTag("link")) {
                 String rel = link.attr("rel");
@@ -232,23 +253,33 @@ public class CrawlerRetreiver implements AutoCloseable {
 
                 // Grab the RSS/Atom as a sitemap if it exists
                 if (rel.equalsIgnoreCase("alternate")
-                && (type.equalsIgnoreCase("application/atom+xml") || type.equalsIgnoreCase("application/atomsvc+xml"))) {
+                && (type.equalsIgnoreCase("application/atom+xml")
+                        || type.equalsIgnoreCase("application/atomsvc+xml")
+                        || type.equalsIgnoreCase("application/rss+xml")
+                )) {
                     String href = link.attr("href");
 
-                    sitemapUrl = linkParser.parseLink(url, href)
-                            .filter(crawlFrontier::isSameDomain);
+                    feedLink = linkParser.parseLink(url, href)
+                            .filter(crawlFrontier::isSameDomain)
+                            .map(EdgeUrl::toString);
                 }
             }
 
-            // Download the sitemap if available exists
-            if (sitemapUrl.isPresent()) {
-                sitemapFetcher.downloadSitemaps(List.of(sitemapUrl.get()));
+
+            if (feedLink.isEmpty()) {
+                feedLink = guessFeedUrl(timer);
+            }
+
+            // Download the sitemap if available
+            if (feedLink.isPresent()) {
+                sitemapFetcher.downloadSitemaps(List.of(feedLink.get()));
                 timer.waitFetchDelay(0);
             }
 
             // Grab the favicon if it exists
             fetchWithRetry(faviconUrl, timer, HttpFetcher.ProbeType.DISABLED, ContentTags.empty());
             timer.waitFetchDelay(0);
+
         }
         catch (Exception ex) {
             logger.error("Error configuring link filter", ex);
@@ -256,6 +287,74 @@ public class CrawlerRetreiver implements AutoCloseable {
         finally {
             crawlFrontier.addVisited(rootUrl);
         }
+
+        if (feedLink.isPresent()) {
+            return DomainStateDb.SummaryRecord.forSuccess(domain, feedLink.get());
+        }
+        else {
+            return DomainStateDb.SummaryRecord.forSuccess(domain);
+        }
+    }
+
+    private final List<String> likelyFeedEndpoints = List.of(
+            "rss.xml",
+            "atom.xml",
+            "feed.xml",
+            "index.xml",
+            "feed",
+            "rss",
+            "atom",
+            "feeds",
+            "blog/feed",
+            "blog/rss"
+    );
+
+    private Optional<String> guessFeedUrl(CrawlDelayTimer timer) throws InterruptedException {
+        var oldDomainStateRecord = domainStateDb.get(domain);
+
+        // If we are already aware of an old feed URL, then we can just revalidate it
+        if (oldDomainStateRecord.isPresent()) {
+            var oldRecord = oldDomainStateRecord.get();
+            if (oldRecord.feedUrl() != null && validateFeedUrl(oldRecord.feedUrl(), timer)) {
+                return Optional.of(oldRecord.feedUrl());
+            }
+        }
+
+        for (String endpoint : likelyFeedEndpoints) {
+            String url = "https://" + domain + "/" + endpoint;
+            if (validateFeedUrl(url, timer)) {
+                return Optional.of(url);
+            }
+        }
+
+        return Optional.empty();
+    }
+
+    private boolean validateFeedUrl(String url, CrawlDelayTimer timer) throws InterruptedException {
+        var parsedOpt = EdgeUrl.parse(url);
+        if (parsedOpt.isEmpty())
+            return false;
+
+        HttpFetchResult result = fetchWithRetry(parsedOpt.get(), timer, HttpFetcher.ProbeType.DISABLED, ContentTags.empty());
+        timer.waitFetchDelay(0);
+
+        if (!(result instanceof HttpFetchResult.ResultOk ok)) {
+            return false;
+        }
+
+        // Extract the beginning of the
+        Optional<String> bodyOpt = DocumentBodyExtractor.asString(ok).getBody();
+        if (bodyOpt.isEmpty())
+            return false;
+        String body = bodyOpt.get();
+        body = body.substring(0, Math.min(128, body.length())).toLowerCase();
+
+        if (body.contains("<atom"))
+            return true;
+        if (body.contains("<rss"))
+            return true;
+
+        return false;
     }
 
     public HttpFetchResult fetchContentWithReference(EdgeUrl top,

code/processes/crawling-process/java/nu/marginalia/crawl/retreival/sitemap/SitemapFetcher.java

@@ -7,9 +7,9 @@ import nu.marginalia.model.EdgeUrl;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Optional;
 import java.util.Set;
 
 public class SitemapFetcher {
@@ -24,26 +24,27 @@ public class SitemapFetcher {
     }
 
     public void downloadSitemaps(SimpleRobotRules robotsRules, EdgeUrl rootUrl) {
-        List<String> sitemaps = robotsRules.getSitemaps();
+        List<String> urls = robotsRules.getSitemaps();
 
-        List<EdgeUrl> urls = new ArrayList<>(sitemaps.size());
-        if (!sitemaps.isEmpty()) {
-            for (var url : sitemaps) {
-                EdgeUrl.parse(url).ifPresent(urls::add);
-            }
-        }
-        else {
-            urls.add(rootUrl.withPathAndParam("/sitemap.xml", null));
+        if (urls.isEmpty()) {
+            urls = List.of(rootUrl.withPathAndParam("/sitemap.xml", null).toString());
         }
 
         downloadSitemaps(urls);
     }
 
-    public void downloadSitemaps(List<EdgeUrl> urls) {
+    public void downloadSitemaps(List<String> urls) {
 
         Set<String> checkedSitemaps = new HashSet<>();
 
-        for (var url : urls) {
+        for (var rawUrl : urls) {
+            Optional<EdgeUrl> parsedUrl = EdgeUrl.parse(rawUrl);
+            if (parsedUrl.isEmpty()) {
+                continue;
+            }
+
+            EdgeUrl url = parsedUrl.get();
+
             // Let's not download sitemaps from other domains for now
             if (!crawlFrontier.isSameDomain(url)) {
                 continue;

code/processes/crawling-process/model/java/nu/marginalia/io/SerializableCrawlDataStream.java

@@ -1,11 +1,15 @@
 package nu.marginalia.io;
 
+import nu.marginalia.model.crawldata.CrawledDocument;
+import nu.marginalia.model.crawldata.CrawledDomain;
 import nu.marginalia.model.crawldata.SerializableCrawlData;
 import org.jetbrains.annotations.Nullable;
 
 import java.io.IOException;
 import java.nio.file.Path;
+import java.util.ArrayList;
 import java.util.Iterator;
+import java.util.List;
 
 /** Closable iterator exceptional over serialized crawl data
  * The data may appear in any order, and the iterator must be closed.
@@ -26,6 +30,37 @@ public interface SerializableCrawlDataStream extends AutoCloseable {
     @Nullable
     default Path path() { return null; }
 
+    /** For tests */
+    default List<SerializableCrawlData> asList() throws IOException {
+        List<SerializableCrawlData> data = new ArrayList<>();
+        while (hasNext()) {
+            data.add(next());
+        }
+        return data;
+    }
+
+    /** For tests */
+    default List<CrawledDocument> docsAsList() throws IOException {
+        List<CrawledDocument> data = new ArrayList<>();
+        while (hasNext()) {
+            if (next() instanceof CrawledDocument doc) {
+                data.add(doc);
+            }
+        }
+        return data;
+    }
+
+    /** For tests */
+    default List<CrawledDomain> domainsAsList() throws IOException {
+        List<CrawledDomain> data = new ArrayList<>();
+        while (hasNext()) {
+            if (next() instanceof CrawledDomain domain) {
+                data.add(domain);
+            }
+        }
+        return data;
+    }
+
     // Dummy iterator over nothing
     static SerializableCrawlDataStream empty() {
         return new SerializableCrawlDataStream() {

code/processes/crawling-process/model/java/nu/marginalia/model/body/ContentTypeLogic.java

@@ -18,6 +18,7 @@ public class ContentTypeLogic {
             "application/xhtml",
             "application/xml",
             "application/atom+xml",
+            "application/atomsvc+xml",
             "application/rss+xml",
             "application/x-rss+xml",
             "application/rdf+xml",

code/processes/crawling-process/model/java/nu/marginalia/model/body/DocumentBodyResult.java

@@ -23,6 +23,10 @@ public sealed interface DocumentBodyResult<T> {
             return mapper.apply(contentType, body);
         }
 
+        public Optional<T> getBody() {
+            return Optional.of(body);
+        }
+
         @Override
         public void ifPresent(ExConsumer<T, Exception> consumer) throws Exception {
             consumer.accept(contentType, body);
@@ -41,6 +45,11 @@ public sealed interface DocumentBodyResult<T> {
             return (DocumentBodyResult<T2>) this;
         }
 
+        @Override
+        public Optional<T> getBody() {
+            return Optional.empty();
+        }
+
         @Override
         public void ifPresent(ExConsumer<T, Exception> consumer) throws Exception {
         }
@@ -49,6 +58,7 @@ public sealed interface DocumentBodyResult<T> {
     <T2> Optional<T2> mapOpt(BiFunction<ContentType, T, T2> mapper);
     <T2> Optional<T2> flatMapOpt(BiFunction<ContentType, T, Optional<T2>> mapper);
     <T2> DocumentBodyResult<T2> flatMap(BiFunction<ContentType, T, DocumentBodyResult<T2>> mapper);
+    Optional<T> getBody();
 
     void ifPresent(ExConsumer<T,Exception> consumer) throws Exception;
 

code/processes/crawling-process/test/nu/marginalia/crawl/DomainStateDbTest.java

@@ -0,0 +1,66 @@
+package nu.marginalia.crawl;
+
+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.sql.SQLException;
+import java.time.Instant;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+class DomainStateDbTest {
+
+    Path tempFile;
+    @BeforeEach
+    void setUp() throws IOException {
+        tempFile = Files.createTempFile(getClass().getSimpleName(), ".db");
+    }
+
+    @AfterEach
+    void tearDown() throws IOException {
+        Files.deleteIfExists(tempFile);
+    }
+
+    @Test
+    public void testSunnyDay() throws SQLException {
+        try (var db = new DomainStateDb(tempFile)) {
+            var allFields = new DomainStateDb.SummaryRecord(
+                    "all.marginalia.nu",
+                    Instant.now(),
+                    "OK",
+                    "Bad address",
+                    "https://www.marginalia.nu/atom.xml"
+                    );
+
+            var minFields = new DomainStateDb.SummaryRecord(
+                    "min.marginalia.nu",
+                    Instant.now(),
+                    "OK",
+                    null,
+                    null
+            );
+
+            db.save(allFields);
+            db.save(minFields);
+
+            assertEquals(allFields, db.get("all.marginalia.nu").orElseThrow());
+            assertEquals(minFields, db.get("min.marginalia.nu").orElseThrow());
+
+            var updatedAllFields = new DomainStateDb.SummaryRecord(
+                    "all.marginalia.nu",
+                    Instant.now(),
+                    "BAD",
+                    null,
+                    null
+            );
+
+            db.save(updatedAllFields);
+            assertEquals(updatedAllFields, db.get("all.marginalia.nu").orElseThrow());
+        }
+    }
+
+}

code/processes/crawling-process/test/nu/marginalia/crawl/retreival/fetcher/ContentTypeProberTest.java

@@ -42,24 +42,24 @@ class ContentTypeProberTest {
         port = r.nextInt(10000) + 8000;
         server = HttpServer.create(new InetSocketAddress("127.0.0.1", port), 10);
 
-        server.createContext("/html", exchange -> {
+        server.createContext("/html.gz", exchange -> {
             exchange.getResponseHeaders().add("Content-Type", "text/html");
             exchange.sendResponseHeaders(200, -1);
             exchange.close();
         });
-        server.createContext("/redir", exchange -> {
-            exchange.getResponseHeaders().add("Location", "/html");
+        server.createContext("/redir.gz", exchange -> {
+            exchange.getResponseHeaders().add("Location", "/html.gz");
             exchange.sendResponseHeaders(301, -1);
             exchange.close();
         });
 
-        server.createContext("/bin", exchange -> {
+        server.createContext("/bin.gz", exchange -> {
             exchange.getResponseHeaders().add("Content-Type", "application/binary");
             exchange.sendResponseHeaders(200, -1);
             exchange.close();
         });
 
-        server.createContext("/timeout", exchange -> {
+        server.createContext("/timeout.gz", exchange -> {
             try {
                 Thread.sleep(15_000);
             } catch (InterruptedException e) {
@@ -73,10 +73,10 @@ class ContentTypeProberTest {
 
         server.start();
 
-        htmlEndpoint = EdgeUrl.parse("http://localhost:" + port + "/html").get();
-        binaryEndpoint = EdgeUrl.parse("http://localhost:" + port + "/bin").get();
-        timeoutEndpoint = EdgeUrl.parse("http://localhost:" + port + "/timeout").get();
-        htmlRedirEndpoint = EdgeUrl.parse("http://localhost:" + port + "/redir").get();
+        htmlEndpoint = EdgeUrl.parse("http://localhost:" + port + "/html.gz").get();
+        binaryEndpoint = EdgeUrl.parse("http://localhost:" + port + "/bin.gz").get();
+        timeoutEndpoint = EdgeUrl.parse("http://localhost:" + port + "/timeout.gz").get();
+        htmlRedirEndpoint = EdgeUrl.parse("http://localhost:" + port + "/redir.gz").get();
 
         fetcher = new HttpFetcherImpl("test");
         recorder = new WarcRecorder(warcFile);

code/processes/crawling-process/test/nu/marginalia/crawling/retreival/CrawlerMockFetcherTest.java

@@ -2,6 +2,7 @@ package nu.marginalia.crawling.retreival;
 
 import crawlercommons.robots.SimpleRobotRules;
 import nu.marginalia.crawl.CrawlerMain;
+import nu.marginalia.crawl.DomainStateDb;
 import nu.marginalia.crawl.fetcher.ContentTags;
 import nu.marginalia.crawl.fetcher.HttpFetcher;
 import nu.marginalia.crawl.fetcher.HttpFetcherImpl;
@@ -18,6 +19,7 @@ import nu.marginalia.model.crawldata.SerializableCrawlData;
 import nu.marginalia.test.CommonTestData;
 import okhttp3.Headers;
 import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 import org.mockito.Mockito;
 import org.slf4j.Logger;
@@ -25,6 +27,9 @@ import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
 import java.net.URISyntaxException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.sql.SQLException;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
@@ -36,9 +41,14 @@ public class CrawlerMockFetcherTest {
 
     Map<EdgeUrl, CrawledDocument> mockData = new HashMap<>();
     HttpFetcher fetcherMock = new MockFetcher();
-
+    private Path dbTempFile;
+    @BeforeEach
+    public void setUp() throws IOException {
+        dbTempFile = Files.createTempFile("domains","db");
+    }
     @AfterEach
-    public void tearDown() {
+    public void tearDown() throws IOException {
+        Files.deleteIfExists(dbTempFile);
         mockData.clear();
     }
 
@@ -66,15 +76,17 @@ public class CrawlerMockFetcherTest {
 
     }
 
-    void crawl(CrawlerMain.CrawlSpecRecord spec)  throws IOException {
-        try (var recorder = new WarcRecorder()) {
-            new CrawlerRetreiver(fetcherMock, new DomainProber(d -> true), spec, recorder)
+    void crawl(CrawlerMain.CrawlSpecRecord spec) throws IOException, SQLException {
+        try (var recorder = new WarcRecorder();
+             var db = new DomainStateDb(dbTempFile)
+        ) {
+            new CrawlerRetreiver(fetcherMock, new DomainProber(d -> true), spec, db, recorder)
                     .crawlDomain();
         }
     }
 
     @Test
-    public void testLemmy() throws URISyntaxException, IOException {
+    public void testLemmy() throws Exception {
         List<SerializableCrawlData> out = new ArrayList<>();
 
         registerUrlClasspathData(new EdgeUrl("https://startrek.website/"), "mock-crawl-data/lemmy/index.html");
@@ -85,7 +97,7 @@ public class CrawlerMockFetcherTest {
     }
 
     @Test
-    public void testMediawiki() throws URISyntaxException, IOException {
+    public void testMediawiki() throws Exception {
         List<SerializableCrawlData> out = new ArrayList<>();
 
         registerUrlClasspathData(new EdgeUrl("https://en.wikipedia.org/"), "mock-crawl-data/mediawiki/index.html");
@@ -94,7 +106,7 @@ public class CrawlerMockFetcherTest {
     }
 
     @Test
-    public void testDiscourse() throws URISyntaxException, IOException {
+    public void testDiscourse() throws Exception {
         List<SerializableCrawlData> out = new ArrayList<>();
 
         registerUrlClasspathData(new EdgeUrl("https://community.tt-rss.org/"), "mock-crawl-data/discourse/index.html");

code/processes/crawling-process/test/nu/marginalia/crawling/retreival/CrawlerRetreiverTest.java

@@ -4,6 +4,7 @@ import nu.marginalia.UserAgent;
 import nu.marginalia.WmsaHome;
 import nu.marginalia.atags.model.DomainLinks;
 import nu.marginalia.crawl.CrawlerMain;
+import nu.marginalia.crawl.DomainStateDb;
 import nu.marginalia.crawl.fetcher.HttpFetcher;
 import nu.marginalia.crawl.fetcher.HttpFetcherImpl;
 import nu.marginalia.crawl.fetcher.warc.WarcRecorder;
@@ -25,6 +26,7 @@ import java.io.RandomAccessFile;
 import java.net.URISyntaxException;
 import java.nio.file.Files;
 import java.nio.file.Path;
+import java.sql.SQLException;
 import java.util.*;
 import java.util.stream.Collectors;
 
@@ -39,11 +41,13 @@ class CrawlerRetreiverTest {
     Path tempFileWarc2;
     Path tempFileParquet2;
     Path tempFileWarc3;
+    Path tempFileDb;
     @BeforeEach
     public void setUp() throws IOException {
         httpFetcher = new HttpFetcherImpl("search.marginalia.nu; testing a bit :D");
         tempFileParquet1 = Files.createTempFile("crawling-process", ".parquet");
         tempFileParquet2 = Files.createTempFile("crawling-process", ".parquet");
+        tempFileDb = Files.createTempFile("crawling-process", ".db");
 
     }
 
@@ -505,22 +509,26 @@ class CrawlerRetreiverTest {
     }
 
     private void doCrawlWithReferenceStream(CrawlerMain.CrawlSpecRecord specs, SerializableCrawlDataStream stream) {
-        try (var recorder = new WarcRecorder(tempFileWarc2)) {
-            new CrawlerRetreiver(httpFetcher, new DomainProber(d -> true), specs, recorder).crawlDomain(new DomainLinks(),
+        try (var recorder = new WarcRecorder(tempFileWarc2);
+             var db = new DomainStateDb(tempFileDb)
+        ) {
+            new CrawlerRetreiver(httpFetcher, new DomainProber(d -> true), specs, db, recorder).crawlDomain(new DomainLinks(),
                     new CrawlDataReference(stream));
         }
-        catch (IOException ex) {
+        catch (IOException | SQLException ex) {
             Assertions.fail(ex);
         }
     }
 
     @NotNull
     private DomainCrawlFrontier doCrawl(Path tempFileWarc1, CrawlerMain.CrawlSpecRecord specs) {
-        try (var recorder = new WarcRecorder(tempFileWarc1)) {
-            var crawler = new CrawlerRetreiver(httpFetcher, new DomainProber(d -> true), specs, recorder);
+        try (var recorder = new WarcRecorder(tempFileWarc1);
+             var db = new DomainStateDb(tempFileDb)
+        ) {
+            var crawler = new CrawlerRetreiver(httpFetcher, new DomainProber(d -> true), specs, db, recorder);
             crawler.crawlDomain();
             return crawler.getCrawlFrontier();
-        } catch (IOException ex) {
+        } catch (IOException| SQLException  ex) {
             Assertions.fail(ex);
             return null; // unreachable
         }

code/processes/live-crawling-process/java/nu/marginalia/livecrawler/LiveCrawlerMain.java

@@ -179,6 +179,9 @@ public class LiveCrawlerMain extends ProcessMainClass {
                     EdgeDomain domain = new EdgeDomain(entry.getKey());
                     List<String> urls = entry.getValue();
 
+                    if (urls.isEmpty())
+                        continue;
+
                     fetcher.scheduleRetrieval(domain, urls);
                 }
             }

code/processes/live-crawling-process/java/nu/marginalia/livecrawler/SimpleLinkScraper.java

@@ -3,6 +3,8 @@ package nu.marginalia.livecrawler;
 import crawlercommons.robots.SimpleRobotRules;
 import crawlercommons.robots.SimpleRobotRulesParser;
 import nu.marginalia.WmsaHome;
+import nu.marginalia.contenttype.ContentType;
+import nu.marginalia.contenttype.DocumentBodyToString;
 import nu.marginalia.crawl.fetcher.HttpFetcherImpl;
 import nu.marginalia.crawl.logic.DomainLocks;
 import nu.marginalia.crawl.retreival.CrawlDelayTimer;
@@ -16,6 +18,7 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import javax.annotation.Nullable;
+import java.io.ByteArrayInputStream;
 import java.io.IOException;
 import java.net.URISyntaxException;
 import java.net.http.HttpClient;
@@ -23,10 +26,12 @@ import java.net.http.HttpHeaders;
 import java.net.http.HttpRequest;
 import java.net.http.HttpResponse;
 import java.time.Duration;
+import java.util.ArrayList;
 import java.util.List;
 import java.util.Optional;
 import java.util.concurrent.ThreadLocalRandom;
 import java.util.concurrent.TimeUnit;
+import java.util.zip.GZIPInputStream;
 
 /** A simple link scraper that fetches URLs and stores them in a database,
  * with no concept of a crawl frontier, WARC output, or other advanced features
@@ -43,6 +48,8 @@ public class SimpleLinkScraper implements AutoCloseable {
     private final Duration readTimeout = Duration.ofSeconds(10);
     private final DomainLocks domainLocks = new DomainLocks();
 
+    private final static int MAX_SIZE = Integer.getInteger("crawler.maxFetchSize", 10 * 1024 * 1024);
+
     public SimpleLinkScraper(LiveCrawlDataSet dataSet,
                              DbDomainQueries domainQueries,
                              DomainBlacklist domainBlacklist) {
@@ -61,52 +68,68 @@ public class SimpleLinkScraper implements AutoCloseable {
         pool.submitQuietly(() -> retrieveNow(domain, id.getAsInt(), urls));
     }
 
-    public void retrieveNow(EdgeDomain domain, int domainId, List<String> urls) throws Exception {
+    public int retrieveNow(EdgeDomain domain, int domainId, List<String> urls) throws Exception {
+
+        EdgeUrl rootUrl = domain.toRootUrlHttps();
+
+        List<EdgeUrl> relevantUrls = new ArrayList<>();
+
+        for (var url : urls) {
+            Optional<EdgeUrl> optParsedUrl = lp.parseLink(rootUrl, url);
+            if (optParsedUrl.isEmpty()) {
+                continue;
+            }
+            if (dataSet.hasUrl(optParsedUrl.get())) {
+                continue;
+            }
+            relevantUrls.add(optParsedUrl.get());
+        }
+
+        if (relevantUrls.isEmpty()) {
+            return 0;
+        }
+
+        int fetched = 0;
+
         try (HttpClient client = HttpClient
                 .newBuilder()
                 .connectTimeout(connectTimeout)
                 .followRedirects(HttpClient.Redirect.NEVER)
                 .version(HttpClient.Version.HTTP_2)
                 .build();
-             DomainLocks.DomainLock lock = domainLocks.lockDomain(domain) // throttle concurrent access per domain; do not remove
+             // throttle concurrent access per domain; IDE will complain it's not used, but it holds a semaphore -- do not remove:
+             DomainLocks.DomainLock lock = domainLocks.lockDomain(domain)
         ) {
-
-            EdgeUrl rootUrl = domain.toRootUrlHttps();
-
             SimpleRobotRules rules = fetchRobotsRules(rootUrl, client);
 
             if (rules == null) { // I/O error fetching robots.txt
                 // If we can't fetch the robots.txt,
-                for (var url : urls) {
-                    lp.parseLink(rootUrl, url).ifPresent(this::maybeFlagAsBad);
+                for (var url : relevantUrls) {
+                    maybeFlagAsBad(url);
                 }
-                return;
+                return fetched;
             }
 
             CrawlDelayTimer timer = new CrawlDelayTimer(rules.getCrawlDelay());
 
-            for (var url : urls) {
-                Optional<EdgeUrl> optParsedUrl = lp.parseLink(rootUrl, url);
-                if (optParsedUrl.isEmpty()) {
-                    continue;
-                }
-                if (dataSet.hasUrl(optParsedUrl.get())) {
-                    continue;
-                }
+            for (var parsedUrl : relevantUrls) {
 
-                EdgeUrl parsedUrl = optParsedUrl.get();
-                if (!rules.isAllowed(url)) {
+                if (!rules.isAllowed(parsedUrl.toString())) {
                     maybeFlagAsBad(parsedUrl);
                     continue;
                 }
 
                 switch (fetchUrl(domainId, parsedUrl, timer, client)) {
-                    case FetchResult.Success(int id, EdgeUrl docUrl, String body, String headers)
-                            -> dataSet.saveDocument(id, docUrl, body, headers, "");
+                    case FetchResult.Success(int id, EdgeUrl docUrl, String body, String headers) -> {
+                            dataSet.saveDocument(id, docUrl, body, headers, "");
+                            fetched++;
+                    }
                     case FetchResult.Error(EdgeUrl docUrl) -> maybeFlagAsBad(docUrl);
                 }
             }
         }
+
+        return fetched;
     }
 
     private void maybeFlagAsBad(EdgeUrl url) {
@@ -128,6 +151,7 @@ public class SimpleLinkScraper implements AutoCloseable {
         var robotsRequest = HttpRequest.newBuilder(rootUrl.withPathAndParam("/robots.txt", null).asURI())
                 .GET()
                 .header("User-Agent", WmsaHome.getUserAgent().uaString())
+                .header("Accept-Encoding","gzip")
                 .timeout(readTimeout);
 
         // Fetch the robots.txt
@@ -135,9 +159,10 @@ public class SimpleLinkScraper implements AutoCloseable {
         try {
             SimpleRobotRulesParser parser = new SimpleRobotRulesParser();
             HttpResponse<byte[]> robotsTxt = client.send(robotsRequest.build(), HttpResponse.BodyHandlers.ofByteArray());
+
             if (robotsTxt.statusCode() == 200) {
                 return parser.parseContent(rootUrl.toString(),
-                        robotsTxt.body(),
+                        getResponseData(robotsTxt),
                         robotsTxt.headers().firstValue("Content-Type").orElse("text/plain"),
                         WmsaHome.getUserAgent().uaIdentifier());
             }
@@ -161,18 +186,19 @@ public class SimpleLinkScraper implements AutoCloseable {
                 .GET()
                 .header("User-Agent", WmsaHome.getUserAgent().uaString())
                 .header("Accept", "text/html")
+                .header("Accept-Encoding", "gzip")
                 .timeout(readTimeout)
                 .build();
 
         try {
-            HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
+            HttpResponse<byte[]> response = client.send(request, HttpResponse.BodyHandlers.ofByteArray());
 
             // Handle rate limiting by waiting and retrying once
             if (response.statusCode() == 429) {
                 timer.waitRetryDelay(new HttpFetcherImpl.RateLimitException(
                         response.headers().firstValue("Retry-After").orElse("5")
                 ));
-                response = client.send(request, HttpResponse.BodyHandlers.ofString());
+                response = client.send(request, HttpResponse.BodyHandlers.ofByteArray());
             }
 
             String contentType = response.headers().firstValue("Content-Type").orElse("").toLowerCase();
@@ -182,12 +208,14 @@ public class SimpleLinkScraper implements AutoCloseable {
                     return new FetchResult.Error(parsedUrl);
                 }
 
-                String body = response.body();
-                if (body.length() > 1024 * 1024) {
+                byte[] body = getResponseData(response);
+                if (body.length > MAX_SIZE) {
                     return new FetchResult.Error(parsedUrl);
                 }
 
-                return new FetchResult.Success(domainId, parsedUrl, body, headersToString(response.headers()));
+                String bodyText = DocumentBodyToString.getStringData(ContentType.parse(contentType), body);
+
+                return new FetchResult.Success(domainId, parsedUrl, bodyText, headersToString(response.headers()));
             }
         }
         catch (IOException ex) {
@@ -198,6 +226,19 @@ public class SimpleLinkScraper implements AutoCloseable {
         return new FetchResult.Error(parsedUrl);
     }
 
+    private byte[] getResponseData(HttpResponse<byte[]> response) throws IOException {
+        String encoding = response.headers().firstValue("Content-Encoding").orElse("");
+
+        if ("gzip".equals(encoding)) {
+            try (var stream = new GZIPInputStream(new ByteArrayInputStream(response.body()))) {
+                return stream.readAllBytes();
+            }
+        }
+        else {
+            return response.body();
+        }
+    }
+
     sealed interface FetchResult {
         record Success(int domainId, EdgeUrl url, String body, String headers) implements FetchResult {}
         record Error(EdgeUrl url) implements FetchResult {}

code/processes/live-crawling-process/test/nu/marginalia/livecrawler/SimpleLinkScraperTest.java

@@ -0,0 +1,66 @@
+package nu.marginalia.livecrawler;
+
+import nu.marginalia.db.DomainBlacklistImpl;
+import nu.marginalia.io.SerializableCrawlDataStream;
+import nu.marginalia.model.EdgeDomain;
+import nu.marginalia.model.EdgeUrl;
+import nu.marginalia.model.crawldata.CrawledDocument;
+import org.apache.commons.io.FileUtils;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.mockito.Mockito;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.sql.SQLException;
+import java.util.List;
+
+class SimpleLinkScraperTest {
+    private Path tempDir;
+    private LiveCrawlDataSet dataSet;
+
+    @BeforeEach
+    public void setUp() throws IOException, SQLException {
+        tempDir = Files.createTempDirectory(getClass().getSimpleName());
+        dataSet = new LiveCrawlDataSet(tempDir);
+    }
+
+
+    @AfterEach
+    public void tearDown() throws Exception {
+        dataSet.close();
+        FileUtils.deleteDirectory(tempDir.toFile());
+    }
+
+    @Test
+    public void testRetrieveNow() throws Exception {
+        var scraper = new SimpleLinkScraper(dataSet, null, Mockito.mock(DomainBlacklistImpl.class));
+        int fetched = scraper.retrieveNow(new EdgeDomain("www.marginalia.nu"), 1, List.of("https://www.marginalia.nu/"));
+        Assertions.assertEquals(1, fetched);
+
+        var streams = dataSet.getDataStreams();
+        Assertions.assertEquals(1, streams.size());
+
+        SerializableCrawlDataStream firstStream = streams.iterator().next();
+        Assertions.assertTrue(firstStream.hasNext());
+
+        List<CrawledDocument> documents = firstStream.docsAsList();
+        Assertions.assertEquals(1, documents.size());
+        Assertions.assertTrue(documents.getFirst().documentBody.startsWith("<!doctype"));
+    }
+
+
+
+    @Test
+    public void testRetrieveNow_Redundant() throws Exception {
+        dataSet.saveDocument(1, new EdgeUrl("https://www.marginalia.nu/"), "<html>", "", "127.0.0.1");
+        var scraper = new SimpleLinkScraper(dataSet, null, Mockito.mock(DomainBlacklistImpl.class));
+
+        // If the requested URL is already in the dataSet, we retrieveNow should shortcircuit and not fetch anything
+        int fetched = scraper.retrieveNow(new EdgeDomain("www.marginalia.nu"), 1, List.of("https://www.marginalia.nu/"));
+        Assertions.assertEquals(0, fetched);
+    }
+}

code/services-application/api-service/java/nu/marginalia/api/ApiService.java

@@ -11,7 +11,7 @@ import nu.marginalia.api.svc.RateLimiterService;
 import nu.marginalia.api.svc.ResponseCache;
 import nu.marginalia.model.gson.GsonFactory;
 import nu.marginalia.service.server.BaseServiceParams;
-import nu.marginalia.service.server.Service;
+import nu.marginalia.service.server.SparkService;
 import nu.marginalia.service.server.mq.MqRequest;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -21,7 +21,7 @@ import spark.Request;
 import spark.Response;
 import spark.Spark;
 
-public class ApiService extends Service {
+public class ApiService extends SparkService {
 
     private final Logger logger = LoggerFactory.getLogger(getClass());
     private final Gson gson = GsonFactory.get();
@@ -69,7 +69,7 @@ public class ApiService extends Service {
         this.searchOperator = searchOperator;
 
         Spark.get("/api/", (rq, rsp) -> {
-            rsp.redirect("https://memex.marginalia.nu/projects/edge/api.gmi");
+            rsp.redirect("https://about.marginalia-search.com/article/api/");
             return "";
         });
 

code/services-application/dating-service/java/nu/marginalia/dating/DatingService.java

@@ -9,7 +9,7 @@ import nu.marginalia.renderer.MustacheRenderer;
 import nu.marginalia.renderer.RendererFactory;
 import nu.marginalia.screenshot.ScreenshotService;
 import nu.marginalia.service.server.BaseServiceParams;
-import nu.marginalia.service.server.Service;
+import nu.marginalia.service.server.SparkService;
 import org.jetbrains.annotations.NotNull;
 import spark.Request;
 import spark.Response;
@@ -18,7 +18,7 @@ import spark.Spark;
 import java.util.Map;
 import java.util.Optional;
 
-public class DatingService extends Service {
+public class DatingService extends SparkService {
     private final DomainBlacklist blacklist;
     private final DbBrowseDomainsSimilarCosine browseSimilarCosine;
     private final DbBrowseDomainsRandom browseRandom;

code/services-application/explorer-service/java/nu/marginalia/explorer/ExplorerService.java

@@ -5,7 +5,7 @@ import com.zaxxer.hikari.HikariDataSource;
 import nu.marginalia.renderer.MustacheRenderer;
 import nu.marginalia.renderer.RendererFactory;
 import nu.marginalia.service.server.BaseServiceParams;
-import nu.marginalia.service.server.Service;
+import nu.marginalia.service.server.SparkService;
 import nu.marginalia.service.server.StaticResources;
 import org.jetbrains.annotations.NotNull;
 import spark.Request;
@@ -15,7 +15,7 @@ import spark.Spark;
 import java.sql.SQLException;
 import java.util.*;
 
-public class ExplorerService extends Service {
+public class ExplorerService extends SparkService {
 
     private final MustacheRenderer<Object> renderer;
     private final HikariDataSource dataSource;

code/services-application/search-service-legacy/build.gradle

@@ -0,0 +1,94 @@
+plugins {
+    id 'java'
+    id 'io.freefair.sass-base' version '8.4'
+    id 'io.freefair.sass-java' version '8.4'
+    id 'application'
+    id 'jvm-test-suite'
+
+    id 'com.google.cloud.tools.jib' version '3.4.3'
+}
+
+application {
+    mainClass = 'nu.marginalia.search.SearchMain'
+    applicationName = 'search-service-legacy'
+}
+
+tasks.distZip.enabled = false
+
+
+java {
+    toolchain {
+        languageVersion.set(JavaLanguageVersion.of(rootProject.ext.jvmVersion))
+    }
+}
+sass {
+    sourceMapEnabled = true
+    sourceMapEmbed = true
+    outputStyle = EXPANDED
+}
+
+apply from: "$rootProject.projectDir/srcsets.gradle"
+apply from: "$rootProject.projectDir/docker.gradle"
+
+dependencies {
+    implementation project(':code:common:db')
+    implementation project(':code:common:model')
+    implementation project(':code:common:service')
+    implementation project(':code:common:config')
+    implementation project(':code:index:query')
+
+    implementation project(':code:libraries:easy-lsh')
+    implementation project(':code:libraries:language-processing')
+    implementation project(':code:libraries:braille-block-punch-cards')
+    implementation project(':code:libraries:term-frequency-dict')
+
+    implementation project(':code:functions:live-capture:api')
+    implementation project(':code:functions:math:api')
+    implementation project(':code:functions:domain-info:api')
+    implementation project(':code:functions:search-query:api')
+
+
+    implementation project(':code:index:api')
+    implementation project(':code:common:renderer')
+
+    implementation project(':code:features-search:screenshots')
+    implementation project(':code:features-search:random-websites')
+
+    implementation libs.bundles.slf4j
+
+    implementation libs.roaringbitmap
+    implementation libs.prometheus
+    implementation libs.notnull
+    implementation libs.guava
+    implementation dependencies.create(libs.guice.get()) {
+        exclude group: 'com.google.guava'
+    }
+    implementation libs.handlebars
+    implementation dependencies.create(libs.spark.get()) {
+        exclude group: 'org.eclipse.jetty'
+    }
+    implementation libs.bundles.jetty
+    implementation libs.opencsv
+    implementation libs.trove
+    implementation libs.fastutil
+    implementation libs.bundles.gson
+    implementation libs.bundles.mariadb
+    implementation libs.bundles.nlp
+
+    testImplementation libs.bundles.slf4j.test
+    testImplementation libs.bundles.junit
+    testImplementation libs.mockito
+
+    testImplementation platform('org.testcontainers:testcontainers-bom:1.17.4')
+    testImplementation libs.commons.codec
+    testImplementation 'org.testcontainers:mariadb:1.17.4'
+    testImplementation 'org.testcontainers:junit-jupiter:1.17.4'
+    testImplementation project(':code:libraries:test-helpers')
+}
+
+tasks.register('paperDoll', Test) {
+    useJUnitPlatform {
+        includeTags "paperdoll"
+    }
+    jvmArgs = [ '-DrunPaperDoll=true', '--enable-preview' ]
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchMain.java

@@ -0,0 +1,47 @@
+package nu.marginalia.search;
+
+import com.google.inject.Guice;
+import com.google.inject.Inject;
+import com.google.inject.Injector;
+import nu.marginalia.service.MainClass;
+import nu.marginalia.service.discovery.ServiceRegistryIf;
+import nu.marginalia.service.module.ServiceConfiguration;
+import nu.marginalia.service.module.ServiceDiscoveryModule;
+import nu.marginalia.service.ServiceId;
+import nu.marginalia.service.module.ServiceConfigurationModule;
+import nu.marginalia.service.module.DatabaseModule;
+import nu.marginalia.service.server.Initialization;
+import spark.Spark;
+
+public class SearchMain extends MainClass {
+    private final SearchService service;
+
+    @Inject
+    public SearchMain(SearchService service) {
+        this.service = service;
+    }
+
+    public static void main(String... args) {
+
+        init(ServiceId.Search, args);
+
+        Spark.staticFileLocation("/static/search/");
+
+        Injector injector = Guice.createInjector(
+                new SearchModule(),
+                new ServiceConfigurationModule(ServiceId.Search),
+                new ServiceDiscoveryModule(),
+                new DatabaseModule(false)
+        );
+        
+
+        // Orchestrate the boot order for the services
+        var registry = injector.getInstance(ServiceRegistryIf.class);
+        var configuration = injector.getInstance(ServiceConfiguration.class);
+        orchestrateBoot(registry, configuration);
+
+        injector.getInstance(SearchMain.class);
+        injector.getInstance(Initialization.class).setReady();
+
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchModule.java

@@ -0,0 +1,20 @@
+package nu.marginalia.search;
+
+import com.google.inject.AbstractModule;
+import nu.marginalia.LanguageModels;
+import nu.marginalia.WebsiteUrl;
+import nu.marginalia.WmsaHome;
+import nu.marginalia.renderer.config.HandlebarsConfigurator;
+
+public class SearchModule extends AbstractModule {
+
+    public void configure() {
+        bind(HandlebarsConfigurator.class).to(SearchHandlebarsConfigurator.class);
+
+        bind(LanguageModels.class).toInstance(WmsaHome.getLanguageModels());
+
+        bind(WebsiteUrl.class).toInstance(new WebsiteUrl(
+                System.getProperty("search.legacyWebsiteUrl", "https://old-search.marginalia.nu/")));
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchOperator.java

@@ -0,0 +1,266 @@
+package nu.marginalia.search;
+
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import nu.marginalia.WebsiteUrl;
+import nu.marginalia.api.math.MathClient;
+import nu.marginalia.api.searchquery.QueryClient;
+import nu.marginalia.api.searchquery.model.query.QueryResponse;
+import nu.marginalia.api.searchquery.model.results.DecoratedSearchResultItem;
+import nu.marginalia.bbpc.BrailleBlockPunchCards;
+import nu.marginalia.db.DbDomainQueries;
+import nu.marginalia.index.query.limit.QueryLimits;
+import nu.marginalia.model.EdgeDomain;
+import nu.marginalia.model.EdgeUrl;
+import nu.marginalia.model.crawl.DomainIndexingState;
+import nu.marginalia.search.command.SearchParameters;
+import nu.marginalia.search.model.ClusteredUrlDetails;
+import nu.marginalia.search.model.DecoratedSearchResults;
+import nu.marginalia.search.model.SearchFilters;
+import nu.marginalia.search.model.UrlDetails;
+import nu.marginalia.search.results.UrlDeduplicator;
+import nu.marginalia.search.svc.SearchQueryCountService;
+import nu.marginalia.search.svc.SearchUnitConversionService;
+import org.apache.logging.log4j.util.Strings;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.slf4j.Marker;
+import org.slf4j.MarkerFactory;
+
+import javax.annotation.Nullable;
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+@Singleton
+public class SearchOperator {
+
+    private static final Logger logger = LoggerFactory.getLogger(SearchOperator.class);
+
+    // Marker for filtering out sensitive content from the persistent logs
+    private final Marker queryMarker = MarkerFactory.getMarker("QUERY");
+
+    private final MathClient mathClient;
+    private final DbDomainQueries domainQueries;
+    private final QueryClient queryClient;
+    private final SearchQueryParamFactory paramFactory;
+    private final WebsiteUrl websiteUrl;
+    private final SearchUnitConversionService searchUnitConversionService;
+    private final SearchQueryCountService searchVisitorCount;
+
+
+    @Inject
+    public SearchOperator(MathClient mathClient,
+                          DbDomainQueries domainQueries,
+                          QueryClient queryClient,
+                          SearchQueryParamFactory paramFactory,
+                          WebsiteUrl websiteUrl,
+                          SearchUnitConversionService searchUnitConversionService,
+                          SearchQueryCountService searchVisitorCount
+                          )
+    {
+
+        this.mathClient = mathClient;
+        this.domainQueries = domainQueries;
+        this.queryClient = queryClient;
+        this.paramFactory = paramFactory;
+        this.websiteUrl = websiteUrl;
+        this.searchUnitConversionService = searchUnitConversionService;
+        this.searchVisitorCount = searchVisitorCount;
+    }
+
+    public List<UrlDetails> doSiteSearch(String domain,
+                                        int domainId,
+                                        int count) {
+
+        var queryParams = paramFactory.forSiteSearch(domain, domainId, count);
+        var queryResponse = queryClient.search(queryParams);
+
+        return getResultsFromQuery(queryResponse);
+    }
+
+    public List<UrlDetails> doBacklinkSearch(String domain) {
+
+        var queryParams = paramFactory.forBacklinkSearch(domain);
+        var queryResponse = queryClient.search(queryParams);
+
+        return getResultsFromQuery(queryResponse);
+    }
+
+    public List<UrlDetails> doLinkSearch(String source, String dest) {
+        var queryParams = paramFactory.forLinkSearch(source, dest);
+        var queryResponse = queryClient.search(queryParams);
+
+        return getResultsFromQuery(queryResponse);
+    }
+
+    public DecoratedSearchResults doSearch(SearchParameters userParams) throws InterruptedException {
+        // The full user-facing search query does additional work to try to evaluate the query
+        // e.g. as a unit conversion query. This is done in parallel with the regular search.
+
+        Future<String> eval = searchUnitConversionService.tryEval(userParams.query());
+
+        // Perform the regular search
+
+        var queryParams = paramFactory.forRegularSearch(userParams);
+        QueryResponse queryResponse = queryClient.search(queryParams);
+        var queryResults = getResultsFromQuery(queryResponse);
+
+        // Cluster the results based on the query response
+        List<ClusteredUrlDetails> clusteredResults = SearchResultClusterer
+                .selectStrategy(queryResponse)
+                .clusterResults(queryResults, 25);
+
+        // Log the query and results
+
+        logger.info(queryMarker, "Human terms: {}", Strings.join(queryResponse.searchTermsHuman(), ','));
+        logger.info(queryMarker, "Search Result Count: {}", queryResults.size());
+
+        // Get the evaluation result and other data to return to the user
+        String evalResult = getFutureOrDefault(eval, "");
+
+        String focusDomain = queryResponse.domain();
+        int focusDomainId = focusDomain == null
+                ? -1
+                : domainQueries.tryGetDomainId(new EdgeDomain(focusDomain)).orElse(-1);
+
+        List<String> problems = getProblems(evalResult, queryResults, queryResponse);
+
+        List<DecoratedSearchResults.Page> resultPages = IntStream.rangeClosed(1, queryResponse.totalPages())
+                .mapToObj(number -> new DecoratedSearchResults.Page(
+                        number,
+                        number == userParams.page(),
+                        userParams.withPage(number).renderUrl(websiteUrl)
+                ))
+                .toList();
+
+        // Return the results to the user
+        return DecoratedSearchResults.builder()
+                .params(userParams)
+                .problems(problems)
+                .evalResult(evalResult)
+                .results(clusteredResults)
+                .filters(new SearchFilters(websiteUrl, userParams))
+                .focusDomain(focusDomain)
+                .focusDomainId(focusDomainId)
+                .resultPages(resultPages)
+                .build();
+    }
+
+
+    public List<UrlDetails> getResultsFromQuery(QueryResponse queryResponse) {
+        final QueryLimits limits = queryResponse.specs().queryLimits;
+        final UrlDeduplicator deduplicator = new UrlDeduplicator(limits.resultsByDomain());
+
+        // Update the query count (this is what you see on the front page)
+        searchVisitorCount.registerQuery();
+
+        return queryResponse.results().stream()
+                .filter(deduplicator::shouldRetain)
+                .limit(limits.resultsTotal())
+                .map(SearchOperator::createDetails)
+                .toList();
+    }
+
+    private static UrlDetails createDetails(DecoratedSearchResultItem item) {
+        return new UrlDetails(
+                item.documentId(),
+                item.domainId(),
+                cleanUrl(item.url),
+                item.title,
+                item.description,
+                item.format,
+                item.features,
+                DomainIndexingState.ACTIVE,
+                item.rankingScore, // termScore
+                item.resultsFromDomain,
+                BrailleBlockPunchCards.printBits(item.bestPositions, 64),
+                Long.bitCount(item.bestPositions),
+                item.rawIndexResult,
+                item.rawIndexResult.keywordScores
+        );
+    }
+
+    /** Replace nuisance domains with replacements where available */
+    private static EdgeUrl cleanUrl(EdgeUrl url) {
+        String topdomain = url.domain.topDomain;
+        String subdomain = url.domain.subDomain;
+        String path = url.path;
+
+        if (topdomain.equals("fandom.com")) {
+            int wikiIndex = path.indexOf("/wiki/");
+            if (wikiIndex >= 0) {
+                return new EdgeUrl("https", new EdgeDomain("breezewiki.com"), null,  "/" + subdomain + path.substring(wikiIndex), null);
+            }
+        }
+        else if (topdomain.equals("medium.com")) {
+            if (!subdomain.isBlank()) {
+                return new EdgeUrl("https", new EdgeDomain("scribe.rip"), null, path, null);
+            }
+            else {
+                String article = path.substring(path.indexOf("/", 1));
+                return new EdgeUrl("https", new EdgeDomain("scribe.rip"), null, article, null);
+            }
+
+        }
+        return url;
+    }
+
+    private List<String> getProblems(String evalResult, List<UrlDetails> queryResults, QueryResponse response) throws InterruptedException {
+
+        // We don't debug the query if it's a site search
+        if (response.domain() == null)
+            return List.of();
+
+        final List<String> problems = new ArrayList<>(response.problems());
+
+        if (queryResults.size() <= 5 && null == evalResult) {
+            problems.add("Try rephrasing the query, changing the word order or using synonyms to get different results.");
+
+            // Try to spell check the search terms
+            var suggestions = getFutureOrDefault(
+                    mathClient.spellCheck(response.searchTermsHuman()),
+                    Map.of()
+            );
+
+            suggestions.forEach((term, suggestion) -> {
+                if (suggestion.size() > 1) {
+                    String suggestionsStr = "\"%s\" could be spelled %s".formatted(term, suggestion.stream().map(s -> "\"" + s + "\"").collect(Collectors.joining(", ")));
+                    problems.add(suggestionsStr);
+                }
+            });
+        }
+
+        Set<String> representativeKeywords = response.getAllKeywords();
+        if (representativeKeywords.size() > 1 && (representativeKeywords.contains("definition") || representativeKeywords.contains("define") || representativeKeywords.contains("meaning")))
+        {
+            problems.add("Tip: Try using a query that looks like <tt>define:word</tt> if you want a dictionary definition");
+        }
+
+        return problems;
+    }
+
+    private <T> T getFutureOrDefault(@Nullable Future<T> fut, T defaultValue) {
+        return getFutureOrDefault(fut, Duration.ofMillis(50), defaultValue);
+    }
+
+    private <T> T getFutureOrDefault(@Nullable Future<T> fut, Duration timeout, T defaultValue) {
+        if (fut == null || fut.isCancelled())  {
+            return defaultValue;
+        }
+        try {
+            return fut.get(timeout.toMillis(), TimeUnit.MILLISECONDS);
+        }
+        catch (Exception ex) {
+            logger.warn("Error fetching eval result", ex);
+            return defaultValue;
+        }
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchQueryParamFactory.java

@@ -0,0 +1,104 @@
+package nu.marginalia.search;
+
+import nu.marginalia.api.searchquery.model.query.QueryParams;
+import nu.marginalia.api.searchquery.model.query.SearchQuery;
+import nu.marginalia.api.searchquery.model.query.SearchSetIdentifier;
+import nu.marginalia.api.searchquery.model.results.ResultRankingParameters;
+import nu.marginalia.index.query.limit.QueryLimits;
+import nu.marginalia.index.query.limit.QueryStrategy;
+import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.search.command.SearchParameters;
+
+import java.util.List;
+
+public class SearchQueryParamFactory {
+
+    public QueryParams forRegularSearch(SearchParameters userParams) {
+        SearchQuery prototype =  new SearchQuery();
+        var profile = userParams.profile();
+
+        profile.addTacitTerms(prototype);
+        userParams.js().addTacitTerms(prototype);
+        userParams.adtech().addTacitTerms(prototype);
+
+        return new QueryParams(
+                userParams.query(),
+                null,
+                prototype.searchTermsInclude,
+                prototype.searchTermsExclude,
+                prototype.searchTermsPriority,
+                prototype.searchTermsAdvice,
+                profile.getQualityLimit(),
+                profile.getYearLimit(),
+                profile.getSizeLimit(),
+                SpecificationLimit.none(),
+                List.of(),
+                new QueryLimits(5, 100, 200, 8192),
+                profile.searchSetIdentifier.name(),
+                userParams.strategy(),
+                userParams.temporalBias(),
+                userParams.page()
+        );
+
+    }
+
+    public QueryParams forSiteSearch(String domain, int domainId, int count) {
+        return new QueryParams("site:"+domain,
+                null,
+                List.of(),
+                List.of(),
+                List.of(),
+                List.of(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                List.of(domainId),
+                new QueryLimits(count, count, 100, 512),
+                SearchSetIdentifier.NONE.name(),
+                QueryStrategy.AUTO,
+                ResultRankingParameters.TemporalBias.NONE,
+                1
+        );
+    }
+
+    public QueryParams forBacklinkSearch(String domain) {
+        return new QueryParams("links:"+domain,
+                null,
+                List.of(),
+                List.of(),
+                List.of(),
+                List.of(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                List.of(),
+                new QueryLimits(100, 100, 100, 512),
+                SearchSetIdentifier.NONE.name(),
+                QueryStrategy.AUTO,
+                ResultRankingParameters.TemporalBias.NONE,
+                1
+        );
+    }
+
+    public QueryParams forLinkSearch(String sourceDomain, String destDomain) {
+        return new QueryParams("site:" + sourceDomain + " links:" + destDomain,
+                null,
+                List.of(),
+                List.of(),
+                List.of(),
+                List.of(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                SpecificationLimit.none(),
+                List.of(),
+                new QueryLimits(100, 100, 100, 512),
+                SearchSetIdentifier.NONE.name(),
+                QueryStrategy.AUTO,
+                ResultRankingParameters.TemporalBias.NONE,
+                1
+        );
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchResultClusterer.java

@@ -0,0 +1,53 @@
+package nu.marginalia.search;
+
+import nu.marginalia.api.searchquery.model.query.QueryResponse;
+import nu.marginalia.search.model.ClusteredUrlDetails;
+import nu.marginalia.search.model.UrlDetails;
+
+import java.util.List;
+import java.util.stream.Collectors;
+
+/** Functions for clustering search results */
+public class SearchResultClusterer {
+    private SearchResultClusterer() {}
+
+    public interface SearchResultClusterStrategy {
+        List<ClusteredUrlDetails> clusterResults(List<UrlDetails> results, int total);
+    }
+
+    public static SearchResultClusterStrategy selectStrategy(QueryResponse response) {
+        if (response.domain() != null && !response.domain().isBlank())
+            return SearchResultClusterer::noOp;
+
+        return SearchResultClusterer::byDomain;
+    }
+
+    /** No clustering, just return the results as is */
+    private static List<ClusteredUrlDetails> noOp(List<UrlDetails> results, int total) {
+        if (results.isEmpty())
+            return List.of();
+
+        return results.stream()
+                .map(ClusteredUrlDetails::new)
+                .toList();
+    }
+
+    /** Cluster the results by domain, and return the top "total" clusters
+     * sorted by the relevance of the best result
+     */
+    private static List<ClusteredUrlDetails> byDomain(List<UrlDetails> results, int total) {
+        if (results.isEmpty())
+            return List.of();
+
+        return results.stream()
+                .collect(
+                        Collectors.groupingBy(details -> details.domainId)
+                )
+                .values().stream()
+                .map(ClusteredUrlDetails::new)
+                .sorted()
+                .limit(total)
+                .toList();
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/SearchService.java

@@ -0,0 +1,128 @@
+package nu.marginalia.search;
+
+import com.google.inject.Inject;
+import io.prometheus.client.Counter;
+import io.prometheus.client.Histogram;
+import nu.marginalia.WebsiteUrl;
+import nu.marginalia.search.svc.*;
+import nu.marginalia.service.server.BaseServiceParams;
+import nu.marginalia.service.server.SparkService;
+import nu.marginalia.service.server.StaticResources;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import spark.Request;
+import spark.Response;
+import spark.Route;
+import spark.Spark;
+
+import java.net.URLEncoder;
+import java.nio.charset.StandardCharsets;
+
+public class SearchService extends SparkService {
+
+    private final WebsiteUrl websiteUrl;
+    private final StaticResources staticResources;
+
+    private static final Logger logger = LoggerFactory.getLogger(SearchService.class);
+    private static final Histogram wmsa_search_service_request_time = Histogram.build()
+            .name("wmsa_search_service_request_time")
+            .linearBuckets(0.05, 0.05, 15)
+            .labelNames("matchedPath", "method")
+            .help("Search service request time (seconds)")
+            .register();
+    private static final Counter wmsa_search_service_error_count = Counter.build()
+            .name("wmsa_search_service_error_count")
+            .labelNames("matchedPath", "method")
+            .help("Search service error count")
+            .register();
+
+    @Inject
+    public SearchService(BaseServiceParams params,
+                         WebsiteUrl websiteUrl,
+                         StaticResources staticResources,
+                         SearchFrontPageService frontPageService,
+                         SearchErrorPageService errorPageService,
+                         SearchAddToCrawlQueueService addToCrawlQueueService,
+                         SearchSiteInfoService siteInfoService,
+                         SearchCrosstalkService crosstalkService,
+                         SearchQueryService searchQueryService)
+    throws Exception
+    {
+        super(params);
+
+        this.websiteUrl = websiteUrl;
+        this.staticResources = staticResources;
+
+        Spark.staticFiles.expireTime(600);
+
+        SearchServiceMetrics.get("/search", searchQueryService::pathSearch);
+
+        SearchServiceMetrics.get("/", frontPageService::render);
+        SearchServiceMetrics.get("/news.xml", frontPageService::renderNewsFeed);
+        SearchServiceMetrics.get("/:resource", this::serveStatic);
+
+        SearchServiceMetrics.post("/site/suggest/", addToCrawlQueueService::suggestCrawling);
+
+        SearchServiceMetrics.get("/site-search/:site/*", this::siteSearchRedir);
+
+        SearchServiceMetrics.get("/site/:site", siteInfoService::handle);
+        SearchServiceMetrics.post("/site/:site", siteInfoService::handlePost);
+
+        SearchServiceMetrics.get("/crosstalk/", crosstalkService::handle);
+
+        Spark.exception(Exception.class, (e,p,q) -> {
+            logger.error("Error during processing", e);
+            wmsa_search_service_error_count.labels(p.pathInfo(), p.requestMethod()).inc();
+            errorPageService.serveError(p, q);
+        });
+
+        Spark.awaitInitialization();
+    }
+
+
+
+    /** Wraps a route with a timer and a counter */
+    private static class SearchServiceMetrics implements Route {
+        private final Route delegatedRoute;
+
+        static void get(String path, Route route) {
+            Spark.get(path, new SearchServiceMetrics(route));
+        }
+        static void post(String path, Route route) {
+            Spark.post(path, new SearchServiceMetrics(route));
+        }
+
+        private SearchServiceMetrics(Route delegatedRoute) {
+            this.delegatedRoute = delegatedRoute;
+        }
+
+        @Override
+        public Object handle(Request request, Response response) throws Exception {
+            return wmsa_search_service_request_time
+                    .labels(request.matchedPath(), request.requestMethod())
+                    .time(() -> delegatedRoute.handle(request, response));
+        }
+    }
+
+    private Object serveStatic(Request request, Response response) {
+        String resource = request.params("resource");
+        staticResources.serveStatic("search", resource, request, response);
+        return "";
+    }
+
+    private Object siteSearchRedir(Request request, Response response) {
+        final String site = request.params("site");
+        final String searchTerms;
+
+        if (request.splat().length == 0) searchTerms = "";
+        else searchTerms = request.splat()[0];
+
+        final String query = URLEncoder.encode(String.format("%s site:%s", searchTerms, site), StandardCharsets.UTF_8).trim();
+        final String profile = request.queryParamOrDefault("profile", "yolo");
+
+        response.redirect(websiteUrl.withPath("search?query="+query+"&profile="+profile));
+
+        return "";
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/CommandEvaluator.java

@@ -0,0 +1,43 @@
+package nu.marginalia.search.command;
+
+import com.google.inject.Inject;
+import nu.marginalia.search.command.commands.*;
+import spark.Response;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class CommandEvaluator {
+
+    private final List<SearchCommandInterface> specialCommands = new ArrayList<>();
+    private final SearchCommand defaultCommand;
+
+    @Inject
+    public CommandEvaluator(
+            BrowseCommand browse,
+            ConvertCommand convert,
+            DefinitionCommand define,
+            BangCommand bang,
+            SiteRedirectCommand siteRedirect,
+            SearchCommand search
+    ) {
+        specialCommands.add(browse);
+        specialCommands.add(convert);
+        specialCommands.add(define);
+        specialCommands.add(bang);
+        specialCommands.add(siteRedirect);
+
+        defaultCommand = search;
+    }
+
+    public Object eval(Response response, SearchParameters parameters) {
+        for (var cmd : specialCommands) {
+            var maybe = cmd.process(response, parameters);
+            if (maybe.isPresent())
+                return maybe.get();
+        }
+
+        return defaultCommand.process(response, parameters).orElse("");
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchAdtechParameter.java

@@ -0,0 +1,29 @@
+package nu.marginalia.search.command;
+
+import nu.marginalia.api.searchquery.model.query.SearchQuery;
+
+import javax.annotation.Nullable;
+import java.util.Arrays;
+
+public enum SearchAdtechParameter {
+    DEFAULT("default"),
+    REDUCE("reduce", "special:ads", "special:affiliate");
+
+    public final String value;
+    public final String[] implictExcludeSearchTerms;
+
+    SearchAdtechParameter(String value, String... implictExcludeSearchTerms) {
+        this.value = value;
+        this.implictExcludeSearchTerms = implictExcludeSearchTerms;
+    }
+
+    public static SearchAdtechParameter parse(@Nullable String value) {
+        if (REDUCE.value.equals(value)) return REDUCE;
+
+        return DEFAULT;
+    }
+
+    public void addTacitTerms(SearchQuery subquery) {
+        subquery.searchTermsExclude.addAll(Arrays.asList(implictExcludeSearchTerms));
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchCommandInterface.java

@@ -0,0 +1,10 @@
+package nu.marginalia.search.command;
+
+
+import spark.Response;
+
+import java.util.Optional;
+
+public interface SearchCommandInterface {
+    Optional<Object> process(Response response, SearchParameters parameters);
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchJsParameter.java

@@ -0,0 +1,31 @@
+package nu.marginalia.search.command;
+
+import nu.marginalia.api.searchquery.model.query.SearchQuery;
+
+import javax.annotation.Nullable;
+import java.util.Arrays;
+
+public enum SearchJsParameter {
+    DEFAULT("default"),
+    DENY_JS("no-js", "js:true"),
+    REQUIRE_JS("yes-js", "js:false");
+
+    public final String value;
+    public final String[] implictExcludeSearchTerms;
+
+    SearchJsParameter(String value, String... implictExcludeSearchTerms) {
+        this.value = value;
+        this.implictExcludeSearchTerms = implictExcludeSearchTerms;
+    }
+
+    public static SearchJsParameter parse(@Nullable String value) {
+        if (DENY_JS.value.equals(value)) return DENY_JS;
+        if (REQUIRE_JS.value.equals(value)) return REQUIRE_JS;
+
+        return DEFAULT;
+    }
+
+    public void addTacitTerms(SearchQuery subquery) {
+        subquery.searchTermsExclude.addAll(Arrays.asList(implictExcludeSearchTerms));
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchParameters.java

@@ -0,0 +1,106 @@
+package nu.marginalia.search.command;
+
+import nu.marginalia.WebsiteUrl;
+import nu.marginalia.api.searchquery.model.results.ResultRankingParameters;
+import nu.marginalia.index.query.limit.QueryStrategy;
+import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.search.model.SearchProfile;
+import spark.Request;
+
+import java.net.URLEncoder;
+import java.nio.charset.StandardCharsets;
+import java.util.Objects;
+
+import static nu.marginalia.search.command.SearchRecentParameter.RECENT;
+
+public record SearchParameters(String query,
+                               SearchProfile profile,
+                               SearchJsParameter js,
+                               SearchRecentParameter recent,
+                               SearchTitleParameter searchTitle,
+                               SearchAdtechParameter adtech,
+                               boolean newFilter,
+                               int page
+                               ) {
+
+    public SearchParameters(String queryString, Request request) {
+        this(
+                queryString,
+                SearchProfile.getSearchProfile(request.queryParams("profile")),
+                SearchJsParameter.parse(request.queryParams("js")),
+                SearchRecentParameter.parse(request.queryParams("recent")),
+                SearchTitleParameter.parse(request.queryParams("searchTitle")),
+                SearchAdtechParameter.parse(request.queryParams("adtech")),
+                "true".equals(request.queryParams("newfilter")),
+                Integer.parseInt(Objects.requireNonNullElse(request.queryParams("page"), "1"))
+            );
+    }
+
+    public String profileStr() {
+        return profile.filterId;
+    }
+
+    public SearchParameters withProfile(SearchProfile profile) {
+        return new SearchParameters(query, profile, js, recent, searchTitle, adtech, true, page);
+    }
+
+    public SearchParameters withJs(SearchJsParameter js) {
+        return new SearchParameters(query, profile, js, recent, searchTitle, adtech, true, page);
+    }
+    public SearchParameters withAdtech(SearchAdtechParameter adtech) {
+        return new SearchParameters(query, profile, js, recent, searchTitle, adtech, true, page);
+    }
+
+    public SearchParameters withRecent(SearchRecentParameter recent) {
+        return new SearchParameters(query, profile, js, recent, searchTitle, adtech, true, page);
+    }
+
+    public SearchParameters withTitle(SearchTitleParameter title) {
+        return new SearchParameters(query, profile, js, recent, title, adtech, true, page);
+    }
+
+    public SearchParameters withPage(int page) {
+        return new SearchParameters(query, profile, js, recent, searchTitle, adtech, false, page);
+    }
+
+    public String renderUrl(WebsiteUrl baseUrl) {
+        String path = String.format("/search?query=%s&profile=%s&js=%s&adtech=%s&recent=%s&searchTitle=%s&newfilter=%s&page=%d",
+                URLEncoder.encode(query, StandardCharsets.UTF_8),
+                URLEncoder.encode(profile.filterId, StandardCharsets.UTF_8),
+                URLEncoder.encode(js.value, StandardCharsets.UTF_8),
+                URLEncoder.encode(adtech.value, StandardCharsets.UTF_8),
+                URLEncoder.encode(recent.value, StandardCharsets.UTF_8),
+                URLEncoder.encode(searchTitle.value, StandardCharsets.UTF_8),
+                Boolean.valueOf(newFilter).toString(),
+                page
+                );
+
+        return baseUrl.withPath(path);
+    }
+
+    public ResultRankingParameters.TemporalBias temporalBias() {
+        if (recent == RECENT) {
+            return ResultRankingParameters.TemporalBias.RECENT;
+        }
+        else if (profile == SearchProfile.VINTAGE) {
+            return ResultRankingParameters.TemporalBias.OLD;
+        }
+
+        return ResultRankingParameters.TemporalBias.NONE;
+    }
+
+    public QueryStrategy strategy() {
+        if (searchTitle == SearchTitleParameter.TITLE) {
+            return QueryStrategy.REQUIRE_FIELD_TITLE;
+        }
+
+        return QueryStrategy.AUTO;
+    }
+
+    public SpecificationLimit yearLimit() {
+        if (recent == RECENT)
+            return SpecificationLimit.greaterThan(2018);
+
+        return profile.getYearLimit();
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchRecentParameter.java

@@ -0,0 +1,21 @@
+package nu.marginalia.search.command;
+
+import javax.annotation.Nullable;
+
+public enum SearchRecentParameter {
+    DEFAULT("default"),
+    RECENT("recent");
+
+    public final String value;
+
+    SearchRecentParameter(String value) {
+        this.value = value;
+    }
+
+    public static SearchRecentParameter parse(@Nullable String value) {
+        if (RECENT.value.equals(value)) return RECENT;
+
+        return DEFAULT;
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/SearchTitleParameter.java

@@ -0,0 +1,21 @@
+package nu.marginalia.search.command;
+
+import javax.annotation.Nullable;
+
+public enum SearchTitleParameter {
+    DEFAULT("default"),
+    TITLE("title");
+
+    public final String value;
+
+    SearchTitleParameter(String value) {
+        this.value = value;
+    }
+
+    public static SearchTitleParameter parse(@Nullable String value) {
+        if (TITLE.value.equals(value)) return TITLE;
+
+        return DEFAULT;
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/commands/BangCommand.java

@@ -0,0 +1,104 @@
+package nu.marginalia.search.command.commands;
+
+import com.google.inject.Inject;
+import nu.marginalia.search.command.SearchCommandInterface;
+import nu.marginalia.search.command.SearchParameters;
+import nu.marginalia.search.exceptions.RedirectException;
+import spark.Response;
+
+import java.net.URLEncoder;
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Optional;
+
+public class BangCommand implements SearchCommandInterface {
+    private final Map<String, String> bangsToPattern = new HashMap<>();
+
+    @Inject
+    public BangCommand()
+    {
+        bangsToPattern.put("!g", "https://www.google.com/search?q=%s");
+        bangsToPattern.put("!ddg", "https://duckduckgo.com/?q=%s");
+        bangsToPattern.put("!w", "https://search.marginalia.nu/search?query=%s+site:en.wikipedia.org&profile=wiki");
+    }
+
+    @Override
+    public Optional<Object> process(Response response, SearchParameters parameters) {
+
+        for (var entry : bangsToPattern.entrySet()) {
+            String bangPattern = entry.getKey();
+            String redirectPattern = entry.getValue();
+
+            var match = matchBangPattern(parameters.query(), bangPattern);
+
+            if (match.isPresent()) {
+                var url = String.format(redirectPattern, URLEncoder.encode(match.get(), StandardCharsets.UTF_8));
+                throw new RedirectException(url);
+            }
+        }
+
+        return Optional.empty();
+    }
+
+    /** If the query contains the bang pattern bangKey, return the query with the bang pattern removed. */
+    Optional<String> matchBangPattern(String query, String bangKey) {
+        var bm = new BangMatcher(query);
+
+        while (bm.findNext(bangKey)) {
+
+            if (!bm.isRelativeSpaceOrInvalid(-1))
+                continue;
+            if (!bm.isRelativeSpaceOrInvalid(bangKey.length()))
+                continue;
+
+            String prefix = bm.prefix().trim();
+            String suffix = bm.suffix(bangKey.length()).trim();
+
+            String ret = (prefix + " " + suffix).trim();
+
+            return Optional.of(ret)
+                    .filter(s -> !s.isBlank());
+        }
+
+        return Optional.empty();
+    }
+
+    private static class BangMatcher {
+        private final String str;
+        private int pos;
+
+        public String prefix() {
+            return str.substring(0, pos);
+        }
+
+        public String suffix(int offset) {
+            if (pos+offset < str.length())
+                return str.substring(pos + offset);
+            return "";
+        }
+
+        public BangMatcher(String str) {
+            this.str = str;
+            this.pos = -1;
+        }
+
+        public boolean findNext(String pattern) {
+            if (pos + 1 >= str.length())
+                return false;
+
+            return (pos = str.indexOf(pattern, pos + 1)) >= 0;
+        }
+
+        public boolean isRelativeSpaceOrInvalid(int offset) {
+            if (offset + pos < 0)
+                return true;
+            if (offset + pos >= str.length())
+                return true;
+
+            return Character.isSpaceChar(str.charAt(offset + pos));
+        }
+
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/commands/ConvertCommand.java

@@ -0,0 +1,36 @@
+package nu.marginalia.search.command.commands;
+
+import com.google.inject.Inject;
+import nu.marginalia.renderer.MustacheRenderer;
+import nu.marginalia.renderer.RendererFactory;
+import nu.marginalia.search.command.SearchCommandInterface;
+import nu.marginalia.search.command.SearchParameters;
+import nu.marginalia.search.svc.SearchUnitConversionService;
+import spark.Response;
+
+import java.io.IOException;
+import java.util.Map;
+import java.util.Optional;
+
+public class ConvertCommand implements SearchCommandInterface {
+    private final SearchUnitConversionService searchUnitConversionService;
+    private final MustacheRenderer<Map<String, String>> conversionRenderer;
+
+    @Inject
+    public ConvertCommand(SearchUnitConversionService searchUnitConversionService, RendererFactory rendererFactory) throws IOException {
+        this.searchUnitConversionService = searchUnitConversionService;
+
+        conversionRenderer = rendererFactory.renderer("search/conversion-results");
+    }
+
+    @Override
+    public Optional<Object> process(Response response, SearchParameters parameters) {
+        var conversion = searchUnitConversionService.tryConversion(parameters.query());
+        return conversion.map(s -> conversionRenderer.render(Map.of(
+                "query", parameters.query(),
+                "result", s,
+                "profile", parameters.profileStr())
+        ));
+
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/commands/DefinitionCommand.java

@@ -0,0 +1,70 @@
+
+package nu.marginalia.search.command.commands;
+
+import com.google.inject.Inject;
+import nu.marginalia.api.math.MathClient;
+import nu.marginalia.api.math.model.DictionaryResponse;
+import nu.marginalia.renderer.MustacheRenderer;
+import nu.marginalia.search.command.SearchCommandInterface;
+import nu.marginalia.search.command.SearchParameters;
+import nu.marginalia.renderer.RendererFactory;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import spark.Response;
+
+import java.io.IOException;
+import java.util.Map;
+import java.util.Optional;
+import java.util.concurrent.TimeUnit;
+import java.util.function.Predicate;
+import java.util.regex.Pattern;
+
+public class DefinitionCommand implements SearchCommandInterface {
+    private final Logger logger = LoggerFactory.getLogger(getClass());
+
+    private final MustacheRenderer<DictionaryResponse> dictionaryRenderer;
+    private final MathClient mathClient;
+
+
+    private final Predicate<String> queryPatternPredicate = Pattern.compile("^define:[A-Za-z\\s-0-9]+$").asPredicate();
+
+    @Inject
+    public DefinitionCommand(RendererFactory rendererFactory, MathClient mathClient)
+            throws IOException
+    {
+
+        dictionaryRenderer = rendererFactory.renderer("search/dictionary-results");
+        this.mathClient = mathClient;
+    }
+
+    @Override
+    public Optional<Object> process(Response response, SearchParameters parameters) {
+        if (!queryPatternPredicate.test(parameters.query())) {
+            return Optional.empty();
+        }
+
+        var results = lookupDefinition(parameters.query());
+
+        return Optional.of(dictionaryRenderer.render(results,
+                Map.of("query", parameters.query(),
+                        "profile", parameters.profileStr())
+        ));
+    }
+
+
+    private DictionaryResponse lookupDefinition(String humanQuery) {
+        String definePrefix = "define:";
+        String word = humanQuery.substring(definePrefix.length()).toLowerCase();
+
+        try {
+            return mathClient
+                    .dictionaryLookup(word)
+                    .get(250, TimeUnit.MILLISECONDS);
+        }
+        catch (Exception e) {
+            logger.error("Failed to lookup definition for word: " + word, e);
+
+            throw new RuntimeException(e);
+        }
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/commands/SearchCommand.java

@@ -0,0 +1,39 @@
+package nu.marginalia.search.command.commands;
+
+import com.google.inject.Inject;
+import nu.marginalia.renderer.MustacheRenderer;
+import nu.marginalia.renderer.RendererFactory;
+import nu.marginalia.search.SearchOperator;
+import nu.marginalia.search.command.SearchCommandInterface;
+import nu.marginalia.search.command.SearchParameters;
+import nu.marginalia.search.model.DecoratedSearchResults;
+import spark.Response;
+
+import java.io.IOException;
+import java.util.Optional;
+
+public class SearchCommand implements SearchCommandInterface {
+    private final SearchOperator searchOperator;
+    private final MustacheRenderer<DecoratedSearchResults> searchResultsRenderer;
+
+
+    @Inject
+    public SearchCommand(SearchOperator searchOperator,
+                         RendererFactory rendererFactory) throws IOException {
+        this.searchOperator = searchOperator;
+
+        searchResultsRenderer = rendererFactory.renderer("search/search-results");
+    }
+
+    @Override
+    public Optional<Object> process(Response response, SearchParameters parameters) {
+        try {
+            DecoratedSearchResults results = searchOperator.doSearch(parameters);
+            return Optional.of(searchResultsRenderer.render(results));
+        }
+        catch (InterruptedException ex) {
+            Thread.currentThread().interrupt();
+            return Optional.empty();
+        }
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/command/commands/SiteRedirectCommand.java

@@ -0,0 +1,50 @@
+package nu.marginalia.search.command.commands;
+
+import com.google.inject.Inject;
+import nu.marginalia.search.command.SearchCommandInterface;
+import nu.marginalia.search.command.SearchParameters;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import spark.Response;
+
+import java.util.Optional;
+import java.util.function.Predicate;
+import java.util.regex.Pattern;
+
+public class SiteRedirectCommand implements SearchCommandInterface {
+
+    private final Logger logger = LoggerFactory.getLogger(getClass());
+
+    private final Predicate<String> queryPatternPredicate = Pattern.compile("^(site|links):[.A-Za-z\\-0-9]+$").asPredicate();
+
+    @Inject
+    public SiteRedirectCommand() {
+    }
+
+    @Override
+    public Optional<Object> process(Response response, SearchParameters parameters) {
+        if (!queryPatternPredicate.test(parameters.query())) {
+            return Optional.empty();
+        }
+
+        int idx = parameters.query().indexOf(':');
+        String prefix = parameters.query().substring(0, idx);
+        String domain = parameters.query().substring(idx + 1).toLowerCase();
+
+        // Use an HTML redirect here, so we can use relative URLs
+        String view = switch (prefix) {
+            case "links" -> "links";
+            default -> "info";
+        };
+
+        return Optional.of("""
+                <!DOCTYPE html>
+                <html lang="en">
+                <meta charset="UTF-8">
+                <title>Redirecting...</title>
+                <meta http-equiv="refresh" content="0; url=/site/%s?view=%s">
+                """.formatted(domain, view)
+        );
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/db/DbNearDomainsQuery.java

@@ -0,0 +1,66 @@
+package nu.marginalia.search.db;
+
+import com.google.inject.Inject;
+import com.zaxxer.hikari.HikariDataSource;
+
+import java.sql.ResultSet;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.function.Consumer;
+
+public class DbNearDomainsQuery {
+
+    private final HikariDataSource dataSource;
+
+    @Inject
+    public DbNearDomainsQuery(HikariDataSource dataSource) {
+        this.dataSource = dataSource;
+    }
+
+    public List<Integer> getRelatedDomains(String term, Consumer<String> onProblem) {
+        List<Integer> ret = new ArrayList<>();
+        try (var conn = dataSource.getConnection();
+
+             var selfStmt = conn.prepareStatement("""
+                     SELECT ID FROM EC_DOMAIN WHERE DOMAIN_NAME=?
+                     """);
+             var stmt = conn.prepareStatement("""
+                     SELECT NEIGHBOR_ID, ND.INDEXED, ND.STATE FROM EC_DOMAIN_NEIGHBORS_2
+                                          INNER JOIN EC_DOMAIN ND ON ND.ID=NEIGHBOR_ID
+                                          WHERE DOMAIN_ID=?
+                     """)) {
+            ResultSet rsp;
+            selfStmt.setString(1, term);
+            rsp = selfStmt.executeQuery();
+            int domainId = -1;
+            if (rsp.next()) {
+                domainId = rsp.getInt(1);
+                ret.add(domainId);
+            }
+
+            stmt.setInt(1, domainId);
+            rsp = stmt.executeQuery();
+
+            while (rsp.next()) {
+                int id = rsp.getInt(1);
+                int indexed = rsp.getInt(2);
+                String state = rsp.getString(3);
+
+                if (indexed > 0 && ("ACTIVE".equalsIgnoreCase(state) || "SOCIAL_MEDIA".equalsIgnoreCase(state) || "SPECIAL".equalsIgnoreCase(state))) {
+                    ret.add(id);
+                }
+            }
+
+        }
+        catch (Exception ex) {
+            throw new RuntimeException(ex);
+        }
+
+        if (ret.isEmpty()) {
+            onProblem.accept("Could not find domains adjacent " + term);
+        }
+
+        return ret;
+    }
+
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/model/ClusteredUrlDetails.java

@@ -0,0 +1,102 @@
+package nu.marginalia.search.model;
+
+import nu.marginalia.model.EdgeDomain;
+import nu.marginalia.model.idx.WordFlags;
+import org.jetbrains.annotations.NotNull;
+
+import java.util.*;
+
+/** A class to hold a list of UrlDetails, grouped by domain, where the first one is the main result
+ * and the rest are additional results, for summary display. */
+public class ClusteredUrlDetails implements Comparable<ClusteredUrlDetails> {
+
+    @NotNull
+    public final UrlDetails first;
+
+    @NotNull
+    public final List<UrlDetails> rest;
+
+    /** Create a new ClusteredUrlDetails from a collection of UrlDetails,
+     * with the best result as "first", and the others, in descending order
+     * of quality as the "rest"...
+     *
+     * @param details A collection of UrlDetails, which must not be empty.
+     */
+    public ClusteredUrlDetails(Collection<UrlDetails> details) {
+        var items = new ArrayList<>(details);
+
+        items.sort(Comparator.naturalOrder());
+
+        if (items.isEmpty())
+            throw new IllegalArgumentException("Empty list of details");
+
+        this.first = items.removeFirst();
+        this.rest = items;
+
+        double bestScore = first.termScore;
+        double scoreLimit = Math.min(4.0, bestScore * 1.25);
+
+        this.rest.removeIf(urlDetail -> {
+            if (urlDetail.termScore > scoreLimit)
+                return false;
+
+            for (var keywordScore : urlDetail.resultItem.keywordScores) {
+                if (keywordScore.isKeywordSpecial())
+                    continue;
+                if (keywordScore.hasTermFlag(WordFlags.Title))
+                    return false;
+                if (keywordScore.hasTermFlag(WordFlags.ExternalLink))
+                    return false;
+                if (keywordScore.hasTermFlag(WordFlags.UrlDomain))
+                    return false;
+                if (keywordScore.hasTermFlag(WordFlags.UrlPath))
+                    return false;
+                if (keywordScore.hasTermFlag(WordFlags.Subjects))
+                    return false;
+            }
+
+            return true;
+        });
+
+    }
+
+
+    public ClusteredUrlDetails(@NotNull UrlDetails onlyFirst) {
+        this.first = onlyFirst;
+        this.rest = Collections.emptyList();
+    }
+
+    // For renderer use, do not remove
+    public @NotNull UrlDetails getFirst() {
+        return first;
+    }
+
+    // For renderer use, do not remove
+    public @NotNull List<UrlDetails> getRest() {
+        return rest;
+    }
+
+
+    public EdgeDomain getDomain() {
+        return first.url.getDomain();
+    }
+
+    public boolean hasMultiple() {
+        return !rest.isEmpty();
+    }
+
+    /** Returns the total number of results from the same domain,
+     * including such results that are not included here. */
+    public int totalCount() {
+        return first.resultsFromSameDomain;
+    }
+
+    public int remainingCount() {
+        return totalCount() - 1 - rest.size();
+    }
+
+    @Override
+    public int compareTo(@NotNull ClusteredUrlDetails o) {
+        return Objects.compare(first, o.first, UrlDetails::compareTo);
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/model/DecoratedSearchResults.java

@@ -0,0 +1,186 @@
+package nu.marginalia.search.model;
+
+import nu.marginalia.search.command.SearchParameters;
+
+import java.util.List;
+
+/**
+ * A class to hold details about the search results,
+ * as used by the handlebars templating engine to render
+ * the search results page.
+ */
+public class DecoratedSearchResults {
+    private final SearchParameters params;
+    private final List<String> problems;
+    private final String evalResult;
+
+    public DecoratedSearchResults(SearchParameters params,
+                                  List<String> problems,
+                                  String evalResult,
+                                  List<ClusteredUrlDetails> results,
+                                  String focusDomain,
+                                  int focusDomainId,
+                                  SearchFilters filters,
+                                  List<Page> resultPages) {
+        this.params = params;
+        this.problems = problems;
+        this.evalResult = evalResult;
+        this.results = results;
+        this.focusDomain = focusDomain;
+        this.focusDomainId = focusDomainId;
+        this.filters = filters;
+        this.resultPages = resultPages;
+    }
+
+    public final List<ClusteredUrlDetails> results;
+
+    public static DecoratedSearchResultsBuilder builder() {
+        return new DecoratedSearchResultsBuilder();
+    }
+
+    public SearchParameters getParams() {
+        return params;
+    }
+
+    public List<String> getProblems() {
+        return problems;
+    }
+
+    public String getEvalResult() {
+        return evalResult;
+    }
+
+    public List<ClusteredUrlDetails> getResults() {
+        return results;
+    }
+
+    public String getFocusDomain() {
+        return focusDomain;
+    }
+
+    public int getFocusDomainId() {
+        return focusDomainId;
+    }
+
+    public SearchFilters getFilters() {
+        return filters;
+    }
+
+    public List<Page> getResultPages() {
+        return resultPages;
+    }
+
+    private final String focusDomain;
+    private final int focusDomainId;
+    private final SearchFilters filters;
+
+    private final List<Page> resultPages;
+
+    public boolean isMultipage() {
+        return resultPages.size() > 1;
+    }
+
+    public record Page(int number, boolean current, String href) {
+    }
+
+    // These are used by the search form, they look unused in the IDE but are used by the mustache template,
+    // DO NOT REMOVE THEM
+    public int getResultCount() {
+        return results.size();
+    }
+
+    public String getQuery() {
+        return params.query();
+    }
+
+    public String getProfile() {
+        return params.profile().filterId;
+    }
+
+    public String getJs() {
+        return params.js().value;
+    }
+
+    public String getAdtech() {
+        return params.adtech().value;
+    }
+
+    public String getRecent() {
+        return params.recent().value;
+    }
+
+    public String getSearchTitle() {
+        return params.searchTitle().value;
+    }
+
+    public int page() {
+        return params.page();
+    }
+
+    public Boolean isNewFilter() {
+        return params.newFilter();
+    }
+
+
+    public static class DecoratedSearchResultsBuilder {
+        private SearchParameters params;
+        private List<String> problems;
+        private String evalResult;
+        private List<ClusteredUrlDetails> results;
+        private String focusDomain;
+        private int focusDomainId;
+        private SearchFilters filters;
+        private List<Page> resultPages;
+
+        DecoratedSearchResultsBuilder() {
+        }
+
+        public DecoratedSearchResultsBuilder params(SearchParameters params) {
+            this.params = params;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder problems(List<String> problems) {
+            this.problems = problems;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder evalResult(String evalResult) {
+            this.evalResult = evalResult;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder results(List<ClusteredUrlDetails> results) {
+            this.results = results;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder focusDomain(String focusDomain) {
+            this.focusDomain = focusDomain;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder focusDomainId(int focusDomainId) {
+            this.focusDomainId = focusDomainId;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder filters(SearchFilters filters) {
+            this.filters = filters;
+            return this;
+        }
+
+        public DecoratedSearchResultsBuilder resultPages(List<Page> resultPages) {
+            this.resultPages = resultPages;
+            return this;
+        }
+
+        public DecoratedSearchResults build() {
+            return new DecoratedSearchResults(this.params, this.problems, this.evalResult, this.results, this.focusDomain, this.focusDomainId, this.filters, this.resultPages);
+        }
+
+        public String toString() {
+            return "DecoratedSearchResults.DecoratedSearchResultsBuilder(params=" + this.params + ", problems=" + this.problems + ", evalResult=" + this.evalResult + ", results=" + this.results + ", focusDomain=" + this.focusDomain + ", focusDomainId=" + this.focusDomainId + ", filters=" + this.filters + ", resultPages=" + this.resultPages + ")";
+        }
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/model/SearchFilters.java

@@ -0,0 +1,223 @@
+package nu.marginalia.search.model;
+
+import nu.marginalia.WebsiteUrl;
+import nu.marginalia.search.command.*;
+
+import java.util.List;
+
+/** Models the search filters displayed next to the search results */
+public class SearchFilters {
+    private final WebsiteUrl url;
+
+    public final String currentFilter;
+
+    // These are necessary for the renderer to access the data
+    public final RemoveJsOption removeJsOption;
+    public final ReduceAdtechOption reduceAdtechOption;
+    public final ShowRecentOption showRecentOption;
+    public final SearchTitleOption searchTitleOption;
+
+    public final List<List<Filter>> filterGroups;
+
+    // Getters are for the renderer to access the data
+
+
+    public String getCurrentFilter() {
+        return currentFilter;
+    }
+
+    public RemoveJsOption getRemoveJsOption() {
+        return removeJsOption;
+    }
+
+    public ReduceAdtechOption getReduceAdtechOption() {
+        return reduceAdtechOption;
+    }
+
+    public ShowRecentOption getShowRecentOption() {
+        return showRecentOption;
+    }
+
+    public SearchTitleOption getSearchTitleOption() {
+        return searchTitleOption;
+    }
+
+    public List<List<Filter>> getFilterGroups() {
+        return filterGroups;
+    }
+
+    public SearchFilters(WebsiteUrl url, SearchParameters parameters) {
+        this.url = url;
+
+        removeJsOption = new RemoveJsOption(parameters);
+        reduceAdtechOption = new ReduceAdtechOption(parameters);
+        showRecentOption = new ShowRecentOption(parameters);
+        searchTitleOption = new SearchTitleOption(parameters);
+
+
+        currentFilter = parameters.profile().filterId;
+
+        filterGroups = List.of(
+                            List.of(
+                                    new Filter("No Filter", SearchProfile.NO_FILTER, parameters),
+//                                    new Filter("Popular", SearchProfile.POPULAR, parameters),
+                                    new Filter("Small Web", SearchProfile.SMALLWEB, parameters),
+                                    new Filter("Blogosphere", SearchProfile.BLOGOSPHERE, parameters),
+                                    new Filter("Academia", SearchProfile.ACADEMIA, parameters)
+                            ),
+                            List.of(
+                                    new Filter("Vintage", SearchProfile.VINTAGE, parameters),
+                                    new Filter("Plain Text", SearchProfile.PLAIN_TEXT, parameters),
+                                    new Filter("~tilde", SearchProfile.TILDE, parameters)
+                            ),
+                            List.of(
+                                new Filter("Wiki", SearchProfile.WIKI, parameters),
+                                new Filter("Forum", SearchProfile.FORUM, parameters),
+                                new Filter("Docs", SearchProfile.DOCS, parameters),
+                                new Filter("Recipes", SearchProfile.FOOD, parameters)
+                            )
+                        );
+
+
+    }
+
+    public class RemoveJsOption {
+        private final SearchJsParameter value;
+
+        public final String url;
+        public String getUrl() {
+            return url;
+        }
+
+        public boolean isSet() {
+            return value.equals(SearchJsParameter.DENY_JS);
+        }
+
+        public String name() {
+            return "Remove Javascript";
+        }
+
+        public RemoveJsOption(SearchParameters parameters) {
+            this.value = parameters.js();
+
+            var toggledValue = switch (parameters.js()) {
+                case DENY_JS -> SearchJsParameter.DEFAULT;
+                default -> SearchJsParameter.DENY_JS;
+            };
+
+            this.url = parameters.withJs(toggledValue).renderUrl(SearchFilters.this.url);
+        }
+    }
+
+    public class ReduceAdtechOption {
+        private final SearchAdtechParameter value;
+
+        public final String url;
+        public String getUrl() {
+            return url;
+        }
+
+        public boolean isSet() {
+            return value.equals(SearchAdtechParameter.REDUCE);
+        }
+
+        public String name() {
+            return "Reduce Adtech";
+        }
+
+        public ReduceAdtechOption(SearchParameters parameters) {
+            this.value = parameters.adtech();
+
+            var toggledValue = switch (parameters.adtech()) {
+                case REDUCE -> SearchAdtechParameter.DEFAULT;
+                default -> SearchAdtechParameter.REDUCE;
+            };
+
+            this.url = parameters.withAdtech(toggledValue).renderUrl(SearchFilters.this.url);
+        }
+    }
+
+    public class ShowRecentOption {
+        private final SearchRecentParameter value;
+
+        public final String url;
+        public String getUrl() {
+            return url;
+        }
+
+        public boolean isSet() {
+            return value.equals(SearchRecentParameter.RECENT);
+        }
+
+        public String name() {
+            return "Recent Results";
+        }
+
+        public ShowRecentOption(SearchParameters parameters) {
+            this.value = parameters.recent();
+
+            var toggledValue = switch (parameters.recent()) {
+                case RECENT -> SearchRecentParameter.DEFAULT;
+                default -> SearchRecentParameter.RECENT;
+            };
+
+            this.url = parameters.withRecent(toggledValue).renderUrl(SearchFilters.this.url);
+        }
+    }
+
+    public class SearchTitleOption {
+        private final SearchTitleParameter value;
+
+        public final String url;
+        public String getUrl() {
+            return url;
+        }
+
+        public boolean isSet() {
+            return value.equals(SearchTitleParameter.TITLE);
+        }
+
+        public String name() {
+            return "Search In Title";
+        }
+
+        public SearchTitleOption(SearchParameters parameters) {
+            this.value = parameters.searchTitle();
+
+            var toggledValue = switch (parameters.searchTitle()) {
+                case TITLE -> SearchTitleParameter.DEFAULT;
+                default -> SearchTitleParameter.TITLE;
+            };
+
+            this.url = parameters.withTitle(toggledValue).renderUrl(SearchFilters.this.url);
+        }
+    }
+
+    public class Filter {
+        public final SearchProfile profile;
+
+        public final String displayName;
+        public final boolean current;
+        public final String url;
+
+        public Filter(String displayName, SearchProfile profile, SearchParameters parameters) {
+            this.displayName = displayName;
+            this.profile = profile;
+            this.current = profile.equals(parameters.profile());
+
+            this.url = parameters.withProfile(profile).renderUrl(SearchFilters.this.url);
+        }
+
+        public String getDisplayName() {
+            return displayName;
+        }
+
+        public boolean isCurrent() {
+            return current;
+        }
+
+        public String getUrl() {
+            return url;
+        }
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/model/SearchProfile.java

@@ -0,0 +1,105 @@
+package nu.marginalia.search.model;
+
+import nu.marginalia.index.query.limit.SpecificationLimit;
+import nu.marginalia.model.crawl.HtmlFeature;
+import nu.marginalia.api.searchquery.model.query.SearchQuery;
+import nu.marginalia.api.searchquery.model.query.SearchSetIdentifier;
+
+import java.util.Objects;
+
+public enum SearchProfile {
+    POPULAR("default",  SearchSetIdentifier.POPULAR),
+    SMALLWEB("modern", SearchSetIdentifier.SMALLWEB),
+    BLOGOSPHERE("blogosphere", SearchSetIdentifier.BLOGS),
+    NO_FILTER("corpo", SearchSetIdentifier.NONE),
+    VINTAGE("vintage", SearchSetIdentifier.NONE),
+    TILDE("tilde", SearchSetIdentifier.NONE),
+    CORPO_CLEAN("corpo-clean",  SearchSetIdentifier.NONE),
+    ACADEMIA("academia",  SearchSetIdentifier.NONE),
+    PLAIN_TEXT("plain-text", SearchSetIdentifier.NONE),
+    FOOD("food", SearchSetIdentifier.POPULAR),
+    FORUM("forum", SearchSetIdentifier.NONE),
+    WIKI("wiki", SearchSetIdentifier.NONE),
+    DOCS("docs", SearchSetIdentifier.NONE),
+    ;
+
+
+    public final String filterId;
+    public final SearchSetIdentifier searchSetIdentifier;
+
+    SearchProfile(String filterId, SearchSetIdentifier searchSetIdentifier) {
+        this.filterId = filterId;
+        this.searchSetIdentifier = searchSetIdentifier;
+    }
+
+    private final static SearchProfile[] values = values();
+    public static SearchProfile getSearchProfile(String param) {
+        if (null == param) {
+            return NO_FILTER;
+        }
+
+        for (var profile : values) {
+            if (Objects.equals(profile.filterId, param)) {
+                return profile;
+            }
+        }
+
+        return NO_FILTER;
+    }
+
+    public void addTacitTerms(SearchQuery subquery) {
+        if (this == ACADEMIA) {
+            subquery.searchTermsAdvice.add("special:academia");
+        }
+        if (this == VINTAGE) {
+            subquery.searchTermsPriority.add("format:html123");
+            subquery.searchTermsPriority.add("js:false");
+        }
+        if (this == TILDE) {
+            subquery.searchTermsAdvice.add("special:tilde");
+        }
+        if (this == PLAIN_TEXT) {
+            subquery.searchTermsAdvice.add("format:plain");
+        }
+        if (this == WIKI) {
+            subquery.searchTermsAdvice.add("generator:wiki");
+        }
+        if (this == FORUM) {
+            subquery.searchTermsAdvice.add("generator:forum");
+        }
+        if (this == DOCS) {
+            subquery.searchTermsAdvice.add("generator:docs");
+        }
+        if (this == FOOD) {
+            subquery.searchTermsAdvice.add(HtmlFeature.CATEGORY_FOOD.getKeyword());
+            subquery.searchTermsExclude.add("special:ads");
+        }
+    }
+
+    public SpecificationLimit getYearLimit() {
+        if (this == SMALLWEB) {
+            return SpecificationLimit.greaterThan(2015);
+        }
+        if (this == VINTAGE) {
+            return SpecificationLimit.lessThan(2003);
+        }
+        else return SpecificationLimit.none();
+    }
+
+    public SpecificationLimit getSizeLimit() {
+        if (this == SMALLWEB) {
+            return SpecificationLimit.lessThan(500);
+        }
+        else return SpecificationLimit.none();
+    }
+
+
+    public SpecificationLimit getQualityLimit() {
+        if (this == SMALLWEB) {
+            return SpecificationLimit.lessThan(5);
+        }
+        else return SpecificationLimit.none();
+    }
+
+}
+

code/services-application/search-service-legacy/java/nu/marginalia/search/model/UrlDetails.java

@@ -0,0 +1,293 @@
+package nu.marginalia.search.model;
+
+import nu.marginalia.api.searchquery.model.results.SearchResultItem;
+import nu.marginalia.api.searchquery.model.results.SearchResultKeywordScore;
+import nu.marginalia.model.EdgeUrl;
+import nu.marginalia.model.crawl.DomainIndexingState;
+import nu.marginalia.model.crawl.HtmlFeature;
+
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * A class to hold details about a single search result.
+ */
+public class UrlDetails implements Comparable<UrlDetails> {
+    public long id;
+    public int domainId;
+
+    public EdgeUrl url;
+    public String title;
+    public String description;
+
+    public String format;
+    public int features;
+
+    public DomainIndexingState domainState;
+
+    public double termScore;
+
+    public int resultsFromSameDomain;
+
+    public String positions;
+    public int positionsCount;
+    public SearchResultItem resultItem;
+    public List<SearchResultKeywordScore> keywordScores;
+
+    public UrlDetails(long id, int domainId, EdgeUrl url, String title, String description, String format, int features, DomainIndexingState domainState, double termScore, int resultsFromSameDomain, String positions, int positionsCount, SearchResultItem resultItem, List<SearchResultKeywordScore> keywordScores) {
+        this.id = id;
+        this.domainId = domainId;
+        this.url = url;
+        this.title = title;
+        this.description = description;
+        this.format = format;
+        this.features = features;
+        this.domainState = domainState;
+        this.termScore = termScore;
+        this.resultsFromSameDomain = resultsFromSameDomain;
+        this.positions = positions;
+        this.positionsCount = positionsCount;
+        this.resultItem = resultItem;
+        this.keywordScores = keywordScores;
+    }
+
+    public UrlDetails() {
+    }
+
+    public boolean hasMoreResults() {
+        return resultsFromSameDomain > 1;
+    }
+
+    public String getFormat() {
+        if (null == format) {
+            return "?";
+        }
+        switch (format) {
+            case "HTML123":
+                return "HTML 1-3";
+            case "HTML4":
+                return "HTML 4";
+            case "XHTML":
+                return "XHTML";
+            case "HTML5":
+                return "HTML 5";
+            case "PLAIN":
+                return "Plain Text";
+            default:
+                return "?";
+        }
+    }
+
+    public int hashCode() {
+        return Long.hashCode(id);
+    }
+
+    @Override
+    public int compareTo(UrlDetails other) {
+        int result = Double.compare(getTermScore(), other.getTermScore());
+        if (result == 0) result = Long.compare(getId(), other.getId());
+        return result;
+    }
+
+    public boolean equals(Object other) {
+        if (other == null) {
+            return false;
+        }
+        if (other == this) {
+            return true;
+        }
+        if (other instanceof UrlDetails) {
+            return ((UrlDetails) other).id == id;
+        }
+        return false;
+    }
+
+    public String getTitle() {
+        if (title == null || title.isBlank()) {
+            return url.toString();
+        }
+        return title;
+    }
+
+    public boolean isPlainText() {
+        return "PLAIN".equals(format);
+    }
+
+    public int getProblemCount() {
+        int mask = HtmlFeature.JS.getFeatureBit()
+                | HtmlFeature.COOKIES.getFeatureBit()
+                | HtmlFeature.TRACKING.getFeatureBit()
+                | HtmlFeature.AFFILIATE_LINK.getFeatureBit()
+                | HtmlFeature.TRACKING_ADTECH.getFeatureBit()
+                | HtmlFeature.ADVERTISEMENT.getFeatureBit();
+
+        return Integer.bitCount(features & mask);
+    }
+
+    public List<UrlProblem> getProblems() {
+        List<UrlProblem> problems = new ArrayList<>();
+
+        if (isScripts()) {
+            problems.add(new UrlProblem("Js", "The page uses Javascript"));
+        }
+        if (isCookies()) {
+            problems.add(new UrlProblem("Co", "The page uses Cookies"));
+        }
+        if (isTracking()) {
+            problems.add(new UrlProblem("Tr", "The page uses Tracking/Analytics"));
+        }
+        if (isAffiliate()) {
+            problems.add(new UrlProblem("Af", "The page may use Affiliate Linking"));
+        }
+        if (isAds()) {
+            problems.add(new UrlProblem("Ad", "The page uses Ads/Adtech Tracking"));
+        }
+        return problems;
+
+    }
+
+    public boolean isScripts() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.JS);
+    }
+
+    public boolean isTracking() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.TRACKING);
+    }
+
+    public boolean isAffiliate() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.AFFILIATE_LINK);
+    }
+
+    public boolean isMedia() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.MEDIA);
+    }
+
+    public boolean isCookies() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.COOKIES);
+    }
+
+    public boolean isAds() {
+        return HtmlFeature.hasFeature(features, HtmlFeature.TRACKING_ADTECH);
+    }
+
+    public int getMatchRank() {
+        if (termScore <= 1) return 1;
+        if (termScore <= 2) return 2;
+        if (termScore <= 3) return 3;
+        if (termScore <= 5) return 5;
+
+        return 10;
+    }
+
+    public long getId() {
+        return this.id;
+    }
+
+    public int getDomainId() {
+        return this.domainId;
+    }
+
+    public EdgeUrl getUrl() {
+        return this.url;
+    }
+
+    public String getDescription() {
+        return this.description;
+    }
+
+    public int getFeatures() {
+        return this.features;
+    }
+
+    public DomainIndexingState getDomainState() {
+        return this.domainState;
+    }
+
+    public double getTermScore() {
+        return this.termScore;
+    }
+
+    public int getResultsFromSameDomain() {
+        return this.resultsFromSameDomain;
+    }
+
+    public String getPositions() {
+        return this.positions;
+    }
+
+    public int getPositionsCount() {
+        return this.positionsCount;
+    }
+
+    public SearchResultItem getResultItem() {
+        return this.resultItem;
+    }
+
+    public List<SearchResultKeywordScore> getKeywordScores() {
+        return this.keywordScores;
+    }
+
+    public UrlDetails withId(long id) {
+        return this.id == id ? this : new UrlDetails(id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withDomainId(int domainId) {
+        return this.domainId == domainId ? this : new UrlDetails(this.id, domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withUrl(EdgeUrl url) {
+        return this.url == url ? this : new UrlDetails(this.id, this.domainId, url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withTitle(String title) {
+        return this.title == title ? this : new UrlDetails(this.id, this.domainId, this.url, title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withDescription(String description) {
+        return this.description == description ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withFormat(String format) {
+        return this.format == format ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withFeatures(int features) {
+        return this.features == features ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withDomainState(DomainIndexingState domainState) {
+        return this.domainState == domainState ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withTermScore(double termScore) {
+        return this.termScore == termScore ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withResultsFromSameDomain(int resultsFromSameDomain) {
+        return this.resultsFromSameDomain == resultsFromSameDomain ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withPositions(String positions) {
+        return this.positions == positions ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, positions, this.positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withPositionsCount(int positionsCount) {
+        return this.positionsCount == positionsCount ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, positionsCount, this.resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withResultItem(SearchResultItem resultItem) {
+        return this.resultItem == resultItem ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, resultItem, this.keywordScores);
+    }
+
+    public UrlDetails withKeywordScores(List<SearchResultKeywordScore> keywordScores) {
+        return this.keywordScores == keywordScores ? this : new UrlDetails(this.id, this.domainId, this.url, this.title, this.description, this.format, this.features, this.domainState, this.termScore, this.resultsFromSameDomain, this.positions, this.positionsCount, this.resultItem, keywordScores);
+    }
+
+    public String toString() {
+        return "UrlDetails(id=" + this.getId() + ", domainId=" + this.getDomainId() + ", url=" + this.getUrl() + ", title=" + this.getTitle() + ", description=" + this.getDescription() + ", format=" + this.getFormat() + ", features=" + this.getFeatures() + ", domainState=" + this.getDomainState() + ", termScore=" + this.getTermScore() + ", resultsFromSameDomain=" + this.getResultsFromSameDomain() + ", positions=" + this.getPositions() + ", positionsCount=" + this.getPositionsCount() + ", resultItem=" + this.getResultItem() + ", keywordScores=" + this.getKeywordScores() + ")";
+    }
+
+    public static record UrlProblem(String name, String description) {
+
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/results/BrowseResultCleaner.java

@@ -0,0 +1,27 @@
+package nu.marginalia.search.results;
+
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import nu.marginalia.browse.model.BrowseResult;
+import nu.marginalia.screenshot.ScreenshotService;
+
+import java.util.HashSet;
+import java.util.Set;
+import java.util.function.Predicate;
+
+@Singleton
+public class BrowseResultCleaner {
+    private final ScreenshotService screenshotService;
+
+    @Inject
+    public BrowseResultCleaner(ScreenshotService screenshotService) {
+        this.screenshotService = screenshotService;
+    }
+
+    public Predicate<BrowseResult> shouldRemoveResultPredicateBr() {
+        Set<String> domainHashes = new HashSet<>(100);
+
+        return (res) -> !screenshotService.hasScreenshot(res.domainId())
+                     || !domainHashes.add(res.domainHash());
+    }
+}

code/services-application/search-service-legacy/java/nu/marginalia/search/results/UrlDeduplicator.java

@@ -0,0 +1,69 @@
+package nu.marginalia.search.results;
+
+import gnu.trove.list.TLongList;
+import gnu.trove.list.array.TLongArrayList;
+import gnu.trove.map.hash.TObjectIntHashMap;
+import gnu.trove.set.hash.TIntHashSet;
+import nu.marginalia.api.searchquery.model.results.DecoratedSearchResultItem;
+import nu.marginalia.lsh.EasyLSH;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.Objects;
+
+public class UrlDeduplicator {
+    private final int LSH_SIMILARITY_THRESHOLD = 2;
+    private static final Logger logger = LoggerFactory.getLogger(UrlDeduplicator.class);
+
+    private final TIntHashSet seenSuperficialhashes = new TIntHashSet(200);
+    private final TLongList seehLSHList = new TLongArrayList(200);
+    private final TObjectIntHashMap<String> keyCount = new TObjectIntHashMap<>(200, 0.75f, 0);
+
+    private final int resultsPerKey;
+    public UrlDeduplicator(int resultsPerKey) {
+        this.resultsPerKey = resultsPerKey;
+    }
+
+    public boolean shouldRemove(DecoratedSearchResultItem details) {
+        if (!deduplicateOnSuperficialHash(details))
+            return true;
+        if (!deduplicateOnLSH(details))
+            return true;
+        if (!limitResultsPerDomain(details))
+            return true;
+
+        return false;
+    }
+
+    public boolean shouldRetain(DecoratedSearchResultItem details) {
+        return !shouldRemove(details);
+    }
+
+    private boolean deduplicateOnSuperficialHash(DecoratedSearchResultItem details) {
+        return seenSuperficialhashes.add(Objects.hash(details.url.path, details.title));
+    }
+
+    private boolean deduplicateOnLSH(DecoratedSearchResultItem details) {
+        long thisHash = details.dataHash;
+
+        if (0 == thisHash)
+            return true;
+
+        if (seehLSHList.forEach(otherHash -> EasyLSH.hammingDistance(thisHash, otherHash) >= LSH_SIMILARITY_THRESHOLD))
+        {
+            seehLSHList.add(thisHash);
+            return true;
+        }
+
+        return false;
+
+    }
+
+    private boolean limitResultsPerDomain(DecoratedSearchResultItem details) {
+        final var domain = details.getUrl().getDomain();
+        final String key = domain.getDomainKey();
+
+        return keyCount.adjustOrPutValue(key, 1, 1) <= resultsPerKey;
+    }
+
+}