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// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
#include <vespa/vespalib/testkit/test_kit.h>
#include <vespa/searchlib/features/setup.h>
#include <vespa/searchlib/fef/test/indexenvironment.h>
#include <vespa/searchlib/fef/test/indexenvironmentbuilder.h>
#include <vespa/searchlib/fef/test/queryenvironment.h>
#include <vespa/searchlib/features/native_dot_product_feature.h>
#include <vespa/searchlib/fef/fef.h>
#include <vespa/searchlib/query/weight.h>
#include <vespa/searchlib/fef/test/dummy_dependency_handler.h>
#include <vespa/vespalib/util/stringfmt.h>
using search::feature_t;
using namespace search::fef;
using namespace search::fef::test;
using namespace search::features;
using CollectionType = FieldInfo::CollectionType;
const std::string fooFeatureName("nativeDotProduct(foo)");
const std::string anyFeatureName("nativeDotProduct");
struct BlueprintFactoryFixture {
BlueprintFactory factory;
BlueprintFactoryFixture() : factory()
{
setup_search_features(factory);
}
};
struct IndexFixture {
IndexEnvironment indexEnv;
IndexFixture() : indexEnv()
{
IndexEnvironmentBuilder builder(indexEnv);
builder.addField(FieldType::ATTRIBUTE, CollectionType::WEIGHTEDSET, "foo");
builder.addField(FieldType::ATTRIBUTE, CollectionType::WEIGHTEDSET, "bar");
}
};
struct FeatureDumpFixture : public IDumpFeatureVisitor {
virtual void visitDumpFeature(const vespalib::string &) override {
TEST_ERROR("no features should be dumped");
}
FeatureDumpFixture() : IDumpFeatureVisitor() {}
~FeatureDumpFixture() override;
};
FeatureDumpFixture::~FeatureDumpFixture() = default;
std::vector<uint32_t> vec() {
std::vector<uint32_t> ret;
return ret;
}
std::vector<uint32_t> vec(uint32_t w1) {
std::vector<uint32_t> ret;
ret.push_back(w1);
return ret;
}
std::vector<uint32_t> vec(uint32_t w1, uint32_t w2) {
std::vector<uint32_t> ret;
ret.push_back(w1);
ret.push_back(w2);
return ret;
}
std::vector<uint32_t> vec(uint32_t w1, uint32_t w2, uint32_t w3) {
std::vector<uint32_t> ret;
ret.push_back(w1);
ret.push_back(w2);
ret.push_back(w3);
return ret;
}
struct RankFixture : BlueprintFactoryFixture, IndexFixture {
QueryEnvironment queryEnv;
RankSetup rankSetup;
MatchDataLayout mdl;
MatchData::UP match_data;
RankProgram::UP rankProgram;
std::vector<TermFieldHandle> fooHandles;
std::vector<TermFieldHandle> barHandles;
RankFixture(const std::vector<uint32_t> &fooWeights,
const std::vector<uint32_t> &barWeights,
const vespalib::string &featureName = fooFeatureName)
: queryEnv(&indexEnv), rankSetup(factory, indexEnv),
mdl(), match_data(), rankProgram(), fooHandles(), barHandles()
{
for (size_t i = 0; i < fooWeights.size(); ++i) {
uint32_t fieldId = indexEnv.getFieldByName("foo")->id();
fooHandles.push_back(mdl.allocTermField(fieldId));
SimpleTermData term;
term.addField(fieldId).setHandle(fooHandles.back());
term.setWeight(search::query::Weight(fooWeights[i]));
queryEnv.getTerms().push_back(term);
}
for (size_t i = 0; i < barWeights.size(); ++i) {
uint32_t fieldId = indexEnv.getFieldByName("bar")->id();
barHandles.push_back(mdl.allocTermField(fieldId));
SimpleTermData term;
term.addField(fieldId).setHandle(barHandles.back());
term.setWeight(search::query::Weight(barWeights[i]));
queryEnv.getTerms().push_back(term);
}
rankSetup.setFirstPhaseRank(featureName);
rankSetup.setIgnoreDefaultRankFeatures(true);
ASSERT_TRUE(rankSetup.compile());
match_data = mdl.createMatchData();
rankProgram = rankSetup.create_first_phase_program();
rankProgram->setup(*match_data, queryEnv);
}
feature_t getScore(uint32_t docId) {
return Utils::getScoreFeature(*rankProgram, docId);
}
void setFooWeight(uint32_t i, uint32_t docId, int32_t index_weight) {
ASSERT_LESS(i, fooHandles.size());
TermFieldMatchDataPosition pos;
pos.setElementWeight(index_weight);
match_data->resolveTermField(fooHandles[i])->reset(docId);
match_data->resolveTermField(fooHandles[i])->appendPosition(pos);
}
void setBarWeight(uint32_t i, uint32_t docId, int32_t index_weight) {
ASSERT_LESS(i, barHandles.size());
TermFieldMatchDataPosition pos;
pos.setElementWeight(index_weight);
match_data->resolveTermField(barHandles[i])->reset(docId);
match_data->resolveTermField(barHandles[i])->appendPosition(pos);
}
};
TEST_F("require that blueprint can be created from factory", BlueprintFactoryFixture) {
Blueprint::SP bp = f.factory.createBlueprint("nativeDotProduct");
EXPECT_TRUE(bp.get() != 0);
EXPECT_TRUE(dynamic_cast<NativeDotProductBlueprint*>(bp.get()) != 0);
}
TEST_FFF("require that no features are dumped", NativeDotProductBlueprint, IndexFixture, FeatureDumpFixture) {
f1.visitDumpFeatures(f2.indexEnv, f3);
}
TEST_FF("require that setup can be done on index field", NativeDotProductBlueprint, IndexFixture) {
DummyDependencyHandler deps(f1);
f1.setName(vespalib::make_string("%s(foo)", f1.getBaseName().c_str()));
EXPECT_TRUE(((Blueprint&)f1).setup(f2.indexEnv, std::vector<vespalib::string>(1, "foo")));
}
TEST_FF("require that setup can be done on attribute field", NativeDotProductBlueprint, IndexFixture) {
DummyDependencyHandler deps(f1);
f1.setName(vespalib::make_string("%s(bar)", f1.getBaseName().c_str()));
EXPECT_TRUE(((Blueprint&)f1).setup(f2.indexEnv, std::vector<vespalib::string>(1, "bar")));
}
TEST_FF("require that setup fails for unknown field", NativeDotProductBlueprint, IndexFixture) {
DummyDependencyHandler deps(f1);
f1.setName(vespalib::make_string("%s(unknown)", f1.getBaseName().c_str()));
EXPECT_TRUE(!((Blueprint&)f1).setup(f2.indexEnv, std::vector<vespalib::string>(1, "unknown")));
}
TEST_FF("require that setup can be done without field", NativeDotProductBlueprint, IndexFixture) {
DummyDependencyHandler deps(f1);
f1.setName(vespalib::make_string("%s", f1.getBaseName().c_str()));
EXPECT_TRUE(((Blueprint&)f1).setup(f2.indexEnv, std::vector<vespalib::string>()));
}
TEST_F("require that not searching a field will give it 0.0 dot product", RankFixture(vec(), vec(1, 2, 3))) {
EXPECT_EQUAL(0.0, f1.getScore(10));
}
TEST_F("require that dot product works for single match", RankFixture(vec(5), vec())) {
f1.setFooWeight(0, 10, 7);
EXPECT_EQUAL(35, f1.getScore(10));
}
TEST_F("require that dot product works for multiple matches", RankFixture(vec(1, 3, 5), vec())) {
f1.setFooWeight(0, 10, 2);
f1.setFooWeight(1, 10, 4);
f1.setFooWeight(2, 10, 6);
EXPECT_EQUAL(44, f1.getScore(10));
}
TEST_F("require that stale data is ignored", RankFixture(vec(1, 3, 5), vec())) {
f1.setFooWeight(0, 10, 2);
f1.setFooWeight(1, 9, 4);
f1.setFooWeight(2, 10, 6);
EXPECT_EQUAL(32, f1.getScore(10));
}
TEST_F("require that data from other fields is ignored", RankFixture(vec(1, 3), vec(5, 7))) {
f1.setFooWeight(0, 10, 2);
f1.setFooWeight(1, 10, 4);
f1.setBarWeight(0, 10, 6);
f1.setBarWeight(1, 10, 8);
EXPECT_EQUAL(14, f1.getScore(10));
}
TEST_F("require that not specifying field includes all term/field combinations", RankFixture(vec(1, 3), vec(5, 7), anyFeatureName)) {
f1.setFooWeight(0, 10, 2);
f1.setFooWeight(1, 10, 4);
f1.setBarWeight(0, 10, 6);
f1.setBarWeight(1, 10, 8);
EXPECT_EQUAL(100, f1.getScore(10));
}
TEST_F("require that negative weights in the index works", RankFixture(vec(1, 3), vec())) {
f1.setFooWeight(0, 10, 2);
f1.setFooWeight(1, 10, -4);
EXPECT_EQUAL(-10, f1.getScore(10));
}
TEST_MAIN() { TEST_RUN_ALL(); }
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