SealPIR/query_test.cpp

#include "pir.hpp"
#include "pir_client.hpp"
#include "pir_server.hpp"
#include <seal/seal.h>
#include <chrono>
#include <memory>
#include <random>
#include <cstdint>
#include <cstddef>

using namespace std::chrono;
using namespace std;
using namespace seal;

int query_test(uint64_t num_items, uint64_t item_size, uint32_t degree, uint32_t lt, uint32_t dim);

int main(int argc, char *argv[]) {
    // Quick check
    assert(query_test(1 << 10, 288, 4096, 20, 1) == 0);

    // Forces ciphertext expansion to be the same as the degree
    assert(query_test(1 << 20, 288, 4096, 20, 1) == 0);

    
    assert(query_test(1 << 20, 288, 4096, 20, 2) == 0);
}


int query_test(uint64_t num_items, uint64_t item_size, uint32_t degree, uint32_t lt, uint32_t dim){
    uint64_t number_of_items = num_items;
    uint64_t size_per_item = item_size; // in bytes
    uint32_t N = degree;

    // Recommended values: (logt, d) = (12, 2) or (8, 1). 
    uint32_t logt = lt; 
    uint32_t d = dim;

    EncryptionParameters enc_params(scheme_type::bfv);
    PirParams pir_params;

    // Generates all parameters
    
    cout << "Main: Generating SEAL parameters" << endl;
    gen_encryption_params(N, logt, enc_params);
    
    cout << "Main: Verifying SEAL parameters" << endl;
    verify_encryption_params(enc_params);
    cout << "Main: SEAL parameters are good" << endl;

    cout << "Main: Generating PIR parameters" << endl;
    gen_pir_params(number_of_items, size_per_item, d, enc_params, pir_params);
    
    
    
    //gen_params(number_of_items, size_per_item, N, logt, d, enc_params, pir_params);
    print_pir_params(pir_params);

    cout << "Main: Initializing the database (this may take some time) ..." << endl;

    // Create test database
    auto db(make_unique<uint8_t[]>(number_of_items * size_per_item));

    // Copy of the database. We use this at the end to make sure we retrieved
    // the correct element.
    auto db_copy(make_unique<uint8_t[]>(number_of_items * size_per_item));

    random_device rd;
    for (uint64_t i = 0; i < number_of_items; i++) {
        for (uint64_t j = 0; j < size_per_item; j++) {
            uint8_t val = rd() % 256;
            db.get()[(i * size_per_item) + j] = val;
            db_copy.get()[(i * size_per_item) + j] = val;
        }
    }

    // Initialize PIR Server
    cout << "Main: Initializing server and client" << endl;
    PIRServer server(enc_params, pir_params);

    // Initialize PIR client....
    PIRClient client(enc_params, pir_params);
    GaloisKeys galois_keys = client.generate_galois_keys();

    // Set galois key for client with id 0
    cout << "Main: Setting Galois keys...";
    server.set_galois_key(0, galois_keys);

    // Measure database setup
    auto time_pre_s = high_resolution_clock::now();
    server.set_database(move(db), number_of_items, size_per_item);
    server.preprocess_database();
    cout << "Main: database pre processed " << endl;
    auto time_pre_e = high_resolution_clock::now();
    auto time_pre_us = duration_cast<microseconds>(time_pre_e - time_pre_s).count();


    // Choose an index of an element in the DB
    uint64_t ele_index = rd() % number_of_items; // element in DB at random position
    uint64_t index = client.get_fv_index(ele_index);   // index of FV plaintext
    uint64_t offset = client.get_fv_offset(ele_index); // offset in FV plaintext
    cout << "Main: element index = " << ele_index << " from [0, " << number_of_items -1 << "]" << endl;
    cout << "Main: FV index = " << index << ", FV offset = " << offset << endl; 

    // Measure query generation
    auto time_query_s = high_resolution_clock::now();
    PirQuery query = client.generate_query(index);
    auto time_query_e = high_resolution_clock::now();
    auto time_query_us = duration_cast<microseconds>(time_query_e - time_query_s).count();
    cout << "Main: query generated" << endl;

    //To marshall query to send over the network, you can use serialize/deserialize:
    //std::string query_ser = serialize_query(query);
    //PirQuery query2 = deserialize_query(d, 1, query_ser, CIPHER_SIZE);

    // Measure query processing (including expansion)
    auto time_server_s = high_resolution_clock::now();
    PirReply reply = server.generate_reply(query, 0);
    auto time_server_e = high_resolution_clock::now();
    auto time_server_us = duration_cast<microseconds>(time_server_e - time_server_s).count();

    // Measure response extraction
    auto time_decode_s = chrono::high_resolution_clock::now();
    vector<uint8_t> elems = client.decode_reply(reply, offset);
    auto time_decode_e = chrono::high_resolution_clock::now();
    auto time_decode_us = duration_cast<microseconds>(time_decode_e - time_decode_s).count();

    assert(elems.size() == size_per_item);

    bool failed = false;
    // Check that we retrieved the correct element
    for (uint32_t i = 0; i < size_per_item; i++) {
        if (elems[i] != db_copy.get()[(ele_index * size_per_item) + i]) {
            cout << "Main: elems " << (int)elems[i] << ", db "
                << (int) db_copy.get()[(ele_index * size_per_item) + i] << endl;
            cout << "Main: PIR result wrong at " << i <<  endl;
            failed = true;
        }
    }
    if(failed){
        return -1;
    }

    // Output results
    cout << "Main: PIR result correct!" << endl;
    cout << "Main: PIRServer pre-processing time: " << time_pre_us / 1000 << " ms" << endl;
    cout << "Main: PIRClient query generation time: " << time_query_us / 1000 << " ms" << endl;
    cout << "Main: PIRServer reply generation time: " << time_server_us / 1000 << " ms" << endl;
    cout << "Main: PIRClient answer decode time: " << time_decode_us / 1000 << " ms" << endl;
    cout << "Main: Reply num ciphertexts: " << reply.size() << endl;

    return 0;
}