Files
lms/tools/similarity/LmsSimilarity.cpp
T
2019-11-20 13:54:39 +01:00

138 lines
4.3 KiB
C++

#include <filesystem>
#include <iostream>
#include <stdexcept>
#include <stdlib.h>
#include "database/Artist.hpp"
#include "database/Cluster.hpp"
#include "database/Db.hpp"
#include "database/Release.hpp"
#include "database/Session.hpp"
#include "database/Track.hpp"
#include "utils/Config.hpp"
#include "utils/Service.hpp"
#include "utils/StreamLogger.hpp"
#include "similarity/features/SimilarityFeaturesSearcher.hpp"
int main(int argc, char *argv[])
{
try
{
using namespace Similarity;
// log to stdout
ServiceProvider<Logger>::create<StreamLogger>(std::cout);
const FeatureSettingsMap featuresSettings
{
// { "lowlevel.average_loudness", 1 },
// { "lowlevel.dynamic_complexity", 1 },
{ "lowlevel.spectral_contrast_coeffs.median", {1} },
{ "lowlevel.erbbands.median", {1} },
{ "tonal.hpcp.median", {1} },
{ "lowlevel.melbands.median", {1} },
{ "lowlevel.barkbands.median", {1} },
{ "lowlevel.mfcc.mean", {1} },
{ "lowlevel.gfcc.mean", {1} },
};
std::filesystem::path configFilePath {"/etc/lms.conf"};
if (argc >= 2)
configFilePath = std::string(argv[1], 0, 256);
ServiceProvider<Config>::create(configFilePath);
Database::Db db {ServiceProvider<Config>::get()->getPath("working-dir") / "lms.db"};
Database::Session session {db};
std::cout << "Classifying tracks..." << std::endl;
// may be long...
FeaturesSearcher searcher {session, featuresSettings};
std::cout << "Classifying tracks DONE" << std::endl;
const std::vector<Database::IdType> trackIds = std::invoke([&]()
{
auto transaction {session.createSharedTransaction()};
return Database::Track::getAllIds(session);
});
std::cout << "*** Tracks ***" << std::endl;
for (Database::IdType trackId : trackIds)
{
auto trackToString = [&](Database::IdType trackId)
{
std::string res;
auto transaction {session.createSharedTransaction()};
Database::Track::pointer track {Database::Track::getById(session, trackId)};
res += track->getName();
if (track->getRelease())
res += " [" + track->getRelease()->getName() + "]";
for (auto artist : track->getArtists())
res += " - " + artist->getName();
for (auto cluster : track->getClusters())
res += " {" + cluster->getType()->getName() + "-"+ cluster->getName() + "}";
return res;
};
std::cout << "Processing track '" << trackToString(trackId) << std::endl;
for (Database::IdType similarTrackId : searcher.getSimilarTracks({trackId}, 3))
std::cout << "\t- Similar track '" << trackToString(similarTrackId) << std::endl;
}
const std::vector<Database::IdType> releaseIds = std::invoke([&]()
{
auto transaction {session.createSharedTransaction()};
return Database::Release::getAllIds(session);
});
std::cout << "*** Releases ***" << std::endl;
for (Database::IdType releaseId : releaseIds)
{
auto releaseToString = [&](Database::IdType releaseId)
{
auto transaction {session.createSharedTransaction()};
Database::Release::pointer release {Database::Release::getById(session, releaseId)};
return release->getName();
};
std::cout << "Processing release '" << releaseToString(releaseId) << "'" << std::endl;
for (Database::IdType similarReleaseId : searcher.getSimilarReleases({releaseId}, 3))
std::cout << "\t- Similar release '" << releaseToString(similarReleaseId) << "'" << std::endl;
}
const std::vector<Database::IdType> artistIds = std::invoke([&]()
{
auto transaction {session.createSharedTransaction()};
return Database::Artist::getAllIds(session);
});
std::cout << "*** Artists ***" << std::endl;
for (Database::IdType artistId : artistIds)
{
auto artistToString = [&](Database::IdType artistId)
{
auto transaction {session.createSharedTransaction()};
Database::Artist::pointer artist {Database::Artist::getById(session, artistId)};
return artist->getName();
};
std::cout << "Processing artist '" << artistToString(artistId) << "'" << std::endl;
for (Database::IdType similarArtistId : searcher.getSimilarArtists({artistId}, 3))
std::cout << "\t- Similar artist '" << artistToString(similarArtistId) << "'" << std::endl;
}
}
catch( std::exception& e)
{
std::cerr << "Caught exception: " << e.what() << std::endl;
return EXIT_FAILURE;
}
return EXIT_SUCCESS;
}