tfhe = { version = "0.3.2", features = [ "boolean", "shortint", "integer", "x86_64-unix" ] }

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8, PublicKey};

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();
    let (client_key, _) = generate_keys(config);

    let public_key = PublicKey::new(&client_key);

    let a = FheUint8::try_encrypt(255u8, &public_key).unwrap();
    let clear: u8 = a.decrypt(&client_key);
    assert_eq!(clear, 255u8);
}

use tfhe::prelude::*;
use tfhe::{generate_keys, set_server_key, ConfigBuilder, FheUint8};

let config = ConfigBuilder::all_disabled()
    .enable_default_integers()
    .build();
let (client_key, sks) = generate_keys(config);

set_server_key(sks);

let a = FheUint8::try_encrypt_trivial(234u8).unwrap();

let clear: u8 = a.decrypt(&client_key);
assert_eq!(clear, 234);

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8, CompactPublicKey};

fn main() {
     let config = ConfigBuilder::all_disabled()
        .enable_custom_integers(
            tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_COMPACT_PK_KS_PBS,
            None,
        )
        .build();
    let (client_key, _) = generate_keys(config);

    let public_key = CompactPublicKey::new(&client_key);

    let a = FheUint8::try_encrypt(255u8, &public_key).unwrap();
    let clear: u8 = a.decrypt(&client_key);
    assert_eq!(clear, 255u8);
}

use tfhe::prelude::*;
use tfhe::{generate_keys, set_server_key, ConfigBuilder, FheUint32};

let config = ConfigBuilder::all_disabled()
    .enable_default_integers()
    .build();
let (client_key, sks) = generate_keys(config);

set_server_key(sks);

// This is going to be faster
let a = FheUint32::try_encrypt(2097152u32, &client_key).unwrap();
let shift = 1u32;
let shifted = a << shift;
let clear: u32 = shifted.decrypt(&client_key);
assert_eq!(clear, 2097152 << 1);

// This is going to be slower
let a = FheUint32::try_encrypt(2097152u32, &client_key).unwrap();
let shift = FheUint32::try_encrypt_trivial(1).unwrap();
let shifted = a << shift;
let clear: u32 = shifted.decrypt(&client_key);
assert_eq!(clear, 2097152 << 1);

use tfhe::prelude::*;
use tfhe::{generate_keys, set_server_key, ConfigBuilder, FheUint32};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    let config = ConfigBuilder::all_disabled()
        .enable_custom_integers(
           tfhe::shortint::parameters::PARAM_MULTI_BIT_MESSAGE_2_CARRY_2_GROUP_3_KS_PBS.with_deterministic_execution(),
           None,
        )
        .build();
        
    let (keys, server_keys) = generate_keys(config);
    set_server_key(server_keys);
    
    let clear_a = 673;
    let clear_b = 6;
    let a = FheUint32::try_encrypt(clear_a, &keys)?;
    let b = FheUint32::try_encrypt(clear_b, &keys)?;

    let c = &a >> &b;
    let decrypted: u32 = c.decrypt(&keys);
    assert_eq!(decrypted, clear_a >> clear_b);

    Ok(())
}

use std::fs::File;
use std::io::{Write, Read};
use tfhe::boolean::prelude::*;

fn main() {
// We generate a set of client/server keys, using the default parameters:
    let (client_key, server_key) = gen_keys();

// We serialize the keys to bytes:
    let encoded_server_key: Vec<u8> = bincode::serialize(&server_key).unwrap();
    let encoded_client_key: Vec<u8> = bincode::serialize(&client_key).unwrap();

    let server_key_file = "/tmp/ser_example_server_key.bin";
    let client_key_file = "/tmp/ser_example_client_key.bin";

// We write the keys to files:
    let mut file = File::create(server_key_file)
        .expect("failed to create server key file");
    file.write_all(encoded_server_key.as_slice()).expect("failed to write key to file");
    let mut file = File::create(client_key_file)
        .expect("failed to create client key file");
    file.write_all(encoded_client_key.as_slice()).expect("failed to write key to file");

// We retrieve the keys:
    let mut file = File::open(server_key_file)
        .expect("failed to open server key file");
    let mut encoded_server_key: Vec<u8> = Vec::new();
    file.read_to_end(&mut encoded_server_key).expect("failed to read the key");

    let mut file = File::open(client_key_file)
        .expect("failed to open client key file");
    let mut encoded_client_key: Vec<u8> = Vec::new();
    file.read_to_end(&mut encoded_client_key).expect("failed to read the key");

// We deserialize the keys:
    let loaded_server_key: ServerKey = bincode::deserialize(&encoded_server_key[..])
        .expect("failed to deserialize");
    let loaded_client_key: ClientKey = bincode::deserialize(&encoded_client_key[..])
        .expect("failed to deserialize");


    let ct_1 = client_key.encrypt(false);

// We check for equality:
    assert_eq!(false, loaded_client_key.decrypt(&ct_1));
}

# Cargo.toml

[dependencies]
# ...
bincode = "1.3.3"

use tfhe::boolean::prelude::*;

fn main() {
// We generate a set of client/server keys, using the default parameters:
    let (client_key, server_key) = gen_keys();

// We use the client secret key to encrypt a message:
    let ct_1 = client_key.encrypt(true);

// We use the server public key to execute the NOT gate:
    let ct_not = server_key.not(&ct_1);

// We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_not);
    assert_eq!(output, false);
}

use tfhe::shortint::prelude::*;

fn main()  {
    // We generate a set of client/server keys
    let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);
}

use tfhe::shortint::prelude::*;

fn main() {
    // We generate a set of client/server keys
   let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);

    let msg1 = 1;
    let msg2 = 0;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);
}

use tfhe::shortint::prelude::*;

fn main() {
    // We generate a set of client/server keys
   let (client_key, _) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);
   let public_key = PublicKey::new(&client_key);

    let msg1 = 1;
    let msg2 = 0;

    // We use the client key to encrypt two messages:
    let ct_1 = public_key.encrypt(msg1);
    let ct_2 = public_key.encrypt(msg2);
}

use tfhe::shortint::prelude::*;

fn main() {
    // We generate a set of client/server keys
    let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);

    let msg1 = 1;
    let msg2 = 0;

    let modulus = client_key.parameters.message_modulus().0;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);

    // We use the server public key to execute an integer circuit:
    let ct_3 = server_key.unchecked_add(&ct_1, &ct_2);

    // We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_3);
    assert_eq!(output, (msg1 + msg2) % modulus as u64);
}

// main.rs

use bincode;
use std::io::Cursor;
use tfhe::shortint::prelude::*;


fn main() -> Result<(), Box<dyn std::error::Error>> {
    let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);

    let msg1 = 1;
    let msg2 = 0;

    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);

    let mut serialized_data = Vec::new();
    bincode::serialize_into(&mut serialized_data, &server_key)?;
    bincode::serialize_into(&mut serialized_data, &ct_1)?;
    bincode::serialize_into(&mut serialized_data, &ct_2)?;

    // Simulate sending serialized data to a server and getting
    // back the serialized result
    let serialized_result = server_function(&serialized_data)?;
    let result: Ciphertext = bincode::deserialize(&serialized_result)?;

    let output = client_key.decrypt(&result);
    assert_eq!(output, msg1 + msg2);
    Ok(())
}


fn server_function(serialized_data: &[u8]) -> Result<Vec<u8>, Box<dyn std::error::Error>> {
    let mut serialized_data = Cursor::new(serialized_data);
    let server_key: ServerKey = bincode::deserialize_from(&mut serialized_data)?;
    let ct_1: Ciphertext = bincode::deserialize_from(&mut serialized_data)?;
    let ct_2: Ciphertext = bincode::deserialize_from(&mut serialized_data)?;

    let result = server_key.unchecked_add(&ct_1, &ct_2);

    let serialized_result = bincode::serialize(&result)?;

    Ok(serialized_result)
}

// main.rs

use bincode;

use std::io::Cursor;
use tfhe::integer::{gen_keys_radix, ServerKey, RadixCiphertext};
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS;


fn main() -> Result<(), Box<dyn std::error::Error>> {
    // We generate a set of client/server keys, using the default parameters:
    let num_block = 4;
    let (client_key, server_key) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS, num_block);

    let msg1 = 201;
    let msg2 = 12;

    // message_modulus^vec_length
    let modulus = client_key.parameters().message_modulus().0.pow(num_block as u32) as u64;
    
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);

    let mut serialized_data = Vec::new();
    bincode::serialize_into(&mut serialized_data, &server_key)?;
    bincode::serialize_into(&mut serialized_data, &ct_1)?;
    bincode::serialize_into(&mut serialized_data, &ct_2)?;

    // Simulate sending serialized data to a server and getting
    // back the serialized result
    let serialized_result = server_function(&serialized_data)?;
    let result: RadixCiphertext = bincode::deserialize(&serialized_result)?;

    let output: u64 = client_key.decrypt(&result);
    assert_eq!(output, (msg1 + msg2) % modulus);
    Ok(())
}


fn server_function(serialized_data: &[u8]) -> Result<Vec<u8>, Box<dyn std::error::Error>> {
    let mut serialized_data = Cursor::new(serialized_data);
    let server_key: ServerKey = bincode::deserialize_from(&mut serialized_data)?;
    let ct_1: RadixCiphertext = bincode::deserialize_from(&mut serialized_data)?;
    let ct_2: RadixCiphertext = bincode::deserialize_from(&mut serialized_data)?;

    let result = server_key.unchecked_add(&ct_1, &ct_2);

    let serialized_result = bincode::serialize(&result)?;

    Ok(serialized_result)
}

use tfhe::boolean::prelude::*;

fn main() {
// We generate a set of client/server keys, using the default parameters:
    let (client_key, server_key) = gen_keys();

// We use the client secret key to encrypt a message:
    let ct_1 = client_key.encrypt(true);
    let ct_2 = client_key.encrypt(false);

// We use the server public key to execute the XOR gate:
    let ct_xor = server_key.xor(&ct_1, &ct_2);

// We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_xor);
    assert_eq!(output, true^false);
}

if ct_1 {
    return ct_2
} else {
    return ct_3
}

use tfhe::boolean::prelude::*;

fn main() {
// We generate a set of client/server keys, using the default parameters:
    let (client_key, server_key) = gen_keys();

    let bool1 = true;
    let bool2 = false;
    let bool3 = true;

// We use the client secret key to encrypt a message:
    let ct_1 = client_key.encrypt(true);
    let ct_2 = client_key.encrypt(false);
    let ct_3 = client_key.encrypt(false);


// We use the server public key to execute the NOT gate:
    let ct_xor = server_key.mux(&ct_1, &ct_2, &ct_3);

// We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_xor);
    assert_eq!(output, if bool1 {bool2} else {bool3});
}

# Cargo.toml

[dependencies]
# ...
tfhe = { version = "0.3.2", features = ["integer","x86_64-unix"]}
bincode = "1.3.3"

// main.rs

use bincode;

use std::io::Cursor;

use tfhe::{ConfigBuilder, ServerKey, generate_keys, set_server_key, FheUint8};
use tfhe::prelude::*;

fn main() -> Result<(), Box<dyn std::error::Error>>{
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let ( client_key, server_key) = generate_keys(config);

    let msg1 = 1;
    let msg2 = 0;

    let value_1 = FheUint8::encrypt(msg1, &client_key);
    let value_2 = FheUint8::encrypt(msg2, &client_key);

    // Prepare to send data to the server
    // The ClientKey is _not_ sent
    let mut serialized_data = Vec::new();
    bincode::serialize_into(&mut serialized_data, &server_key)?;
    bincode::serialize_into(&mut serialized_data, &value_1)?;
    bincode::serialize_into(&mut serialized_data, &value_2)?;

    // Simulate sending serialized data to a server and getting
    // back the serialized result
    let serialized_result = server_function(&serialized_data)?;
    let result: FheUint8 = bincode::deserialize(&serialized_result)?;

    let output: u8 = result.decrypt(&client_key);
    assert_eq!(output, msg1 + msg2);
    Ok(())
}


fn server_function(serialized_data: &[u8]) -> Result<Vec<u8>, Box<dyn std::error::Error>> {
    let mut serialized_data = Cursor::new(serialized_data);
    let server_key: ServerKey = bincode::deserialize_from(&mut serialized_data)?;
    let ct_1: FheUint8 = bincode::deserialize_from(&mut serialized_data)?;
    let ct_2: FheUint8 = bincode::deserialize_from(&mut serialized_data)?;

    set_server_key(server_key);

    let result = ct_1 + ct_2;

    let serialized_result = bincode::serialize(&result)?;

    Ok(serialized_result)
}

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, CompressedFheUint16};

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();
    let (client_key, _) = generate_keys(config);

    let clear = 12_837u16;
    let compressed = CompressedFheUint16::try_encrypt(clear, &client_key).unwrap();
    let decompressed = compressed.decompress();
    let clear_decompressed: u16 = decompressed.decrypt(&client_key);
    assert_eq!(clear_decompressed, clear);
}

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8, CompressedServerKey, ClientKey};

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let cks = ClientKey::generate(config);
    let compressed_sks = CompressedServerKey::new(&cks);
    let sks = compressed_sks.decompress();

    set_server_key(sks);

    let clear_a = 12u8;
    let a = FheUint8::try_encrypt(clear_a, &cks).unwrap();

    let c = a + 234u8;
    let decrypted: u8 = c.decrypt(&cks);
    assert_eq!(decrypted, clear_a.wrapping_add(234));
}

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8, CompressedPublicKey};

fn main() {
   let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();
    let (client_key, _) = generate_keys(config);

    let public_key = CompressedPublicKey::new(&client_key);

    let a = FheUint8::try_encrypt(213u8, &public_key).unwrap();
    let clear: u8 = a.decrypt(&client_key);
    assert_eq!(clear, 213u8);
}

use tfhe::prelude::*;
use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8, CompressedCompactPublicKey};

fn main() {
     let config = ConfigBuilder::all_disabled()
        .enable_custom_integers(
            tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_COMPACT_PK_KS_PBS,
            None,
        )
        .build();
    let (client_key, _) = generate_keys(config);

    let public_key_compressed = CompressedCompactPublicKey::new(&client_key);
    let public_key = public_key_compressed.decompress();
    
    let a = FheUint8::try_encrypt(255u8, &public_key).unwrap();
    let clear: u8 = a.decrypt(&client_key);
    assert_eq!(clear, 255u8);
}

use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8};
use tfhe::prelude::*;

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    // Client-side
    let (client_key, server_key) = generate_keys(config);

    let clear_a = 27u8;
    let clear_b = 128u8;

    let a = FheUint8::encrypt(clear_a, &client_key);
    let b = FheUint8::encrypt(clear_b, &client_key);

    //Server-side
    set_server_key(server_key);
    let result = a + b;

    //Client-side
    let decrypted_result: u8 = result.decrypt(&client_key);

    let clear_result = clear_a + clear_b;

    assert_eq!(decrypted_result, clear_result);
}

tfhe = { version = "0.3.2", features = ["integer", "x86_64-unix"]}

use tfhe::prelude::*;

use tfhe::{ConfigBuilder, generate_keys};

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let (client_key, server_key) = generate_keys(config);
}

use tfhe::{ConfigBuilder, generate_keys, set_server_key};

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let (client_key, server_key) = generate_keys(config);

    set_server_key(server_key);
}

let clear_a = 27u8;
let clear_b = 128u8;

let a = FheUint8::encrypt(clear_a, &client_key);
let b = FheUint8::encrypt(clear_b, &client_key);

let result = a + b;

let decrypted_result: u8 = result.decrypt(&client_key);

let clear_result = clear_a + clear_b;

assert_eq!(decrypted_result, clear_result);

use tfhe::{ConfigBuilder, generate_keys, set_server_key, FheUint8};
use tfhe::prelude::*;

fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let (client_key, server_key) = generate_keys(config);

    set_server_key(server_key);

    let clear_a = 27u8;
    let clear_b = 128u8;

    let a = FheUint8::encrypt(clear_a, &client_key);
    let b = FheUint8::encrypt(clear_b, &client_key);

    let result = a + b;

    let decrypted_result: u8 = result.decrypt(&client_key);

    let clear_result = clear_a + clear_b;

    assert_eq!(decrypted_result, clear_result);
}

use tfhe::boolean::prelude::*;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
    let (client_key, server_key) = gen_keys();

    // We use the client secret key to encrypt two messages:
    let ct_1 = client_key.encrypt(true);
    let ct_2 = client_key.encrypt(false);

    // We use the server public key to execute a boolean circuit:
    // if ((NOT ct_2) NAND (ct_1 AND ct_2)) then (NOT ct_2) else (ct_1 AND ct_2)
    let ct_3 = server_key.not(&ct_2);
    let ct_4 = server_key.and(&ct_1, &ct_2);
    let ct_5 = server_key.nand(&ct_3, &ct_4);
    let ct_6 = server_key.mux(&ct_5, &ct_3, &ct_4);

    // We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_6);
    assert_eq!(output, true);
}

use tfhe::shortint::prelude::*;

fn main() {
    // We generate a set of client/server keys
    // using parameters with 2 bits of message and 2 bits of carry
    let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2);

    let msg1 = 1;
    let msg2 = 0;

    let modulus = client_key.parameters.message_modulus().0;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);

    // We use the server public key to execute an integer circuit:
    let ct_3 = server_key.unchecked_add(&ct_1, &ct_2);

    // We use the client key to decrypt the output of the circuit:
    let output = client_key.decrypt(&ct_3);
    assert_eq!(output, (msg1 + msg2) % modulus as u64);
}

use tfhe::integer::gen_keys_radix;
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2;

fn main() {
    // We create keys for radix represention to create 16 bits integers
    // using 8 blocks of 2 bits
    let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2, 8);

    let clear_a = 2382u16;
    let clear_b = 29374u16;

    let mut a = cks.encrypt(clear_a as u64);
    let mut b = cks.encrypt(clear_b as u64);

    let encrypted_max = sks.smart_max_parallelized(&mut a, &mut b);
    let decrypted_max: u64 = cks.decrypt(&encrypted_max);

    assert_eq!(decrypted_max as u16, clear_a.max(clear_b))
}

use tfhe::integer::gen_keys_radix;
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
    let num_block = 4;
    let (client_key, server_key) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS, num_block);
}

use tfhe::integer::gen_keys_radix;
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
    let num_block = 4;
    let (client_key, server_key) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS, num_block);

    let msg1 = 128u64;
    let msg2 = 13u64;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);
}

use tfhe::integer::gen_keys_radix;
use tfhe::integer::PublicKey;
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
    let num_block = 4;
    let (client_key, _) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS, num_block);

    //We generate the public key from the secret client key:
    let public_key = PublicKey::new(&client_key);

    //encryption
    let msg1 = 128u64;
    let msg2 = 13u64;

    // We use the public key to encrypt two messages:
    let ct_1 = public_key.encrypt_radix(msg1, num_block);
    let ct_2 = public_key.encrypt_radix(msg2, num_block);
}

use tfhe::integer::gen_keys_radix;
use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
    let num_block = 4;
    let (client_key, server_key) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS, num_block);

    let msg1 = 128;
    let msg2 = 13;

    // message_modulus^vec_length
    let modulus = client_key.parameters().message_modulus().0.pow(num_block as u32) as u64;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);

    // We use the server public key to execute an integer circuit:
    let ct_3 = server_key.unchecked_add(&ct_1, &ct_2);

    // We use the client key to decrypt the output of the circuit:
    let output: u64 = client_key.decrypt(&ct_3);

    assert_eq!(output, (msg1 + msg2) % modulus);
}

const {
    init_panic_hook,
    ShortintParametersName,
    ShortintParameters,
    TfheClientKey,
    TfheCompactPublicKey,
    TfheCompressedServerKey,
    TfheConfigBuilder,
    CompactFheUint32List
} = require("./pkg/tfhe.js");

function fhe_uint32_example() {
    // Makes it so that if a rust thread panics,
    // the error message will be displayed in the console
    init_panic_hook();

    const block_params = new ShortintParameters(ShortintParametersName.PARAM_SMALL_MESSAGE_2_CARRY_2_COMPACT_PK);
    let config = TfheConfigBuilder.all_disabled()
        .enable_default_integers()
        .build();

    let clientKey = TfheClientKey.generate(config);
    let compressedServerKey = TfheCompressedServerKey.new(clientKey);
    let publicKey = TfheCompactPublicKey.new(clientKey);

    let values = [0, 1, 2394, U32_MAX];
    let compact_list = CompactFheUint32List.encrypt_with_compact_public_key(values, publicKey);

    let serialized_list = compact_list.serialize();
    let deserialized_list = CompactFheUint32List.deserialize(serialized_list);
    let encrypted_list = deserialized_list.expand();
    assert.deepStrictEqual(encrypted_list.length, values.length);

    for (let i = 0; i < values.length; i++)
    {
        let decrypted = encrypted_list[i].decrypt(clientKey);
        assert.deepStrictEqual(decrypted, values[i]);
    }
}

import init, {
    initThreadPool, // only available with parallelism
    init_panic_hook,
    ShortintParametersName,
    ShortintParameters,
    TfheClientKey,
    TfhePublicKey,
} from "./pkg/tfhe.js";

async function example() {
    await init()
    await initThreadPool(navigator.hardwareConcurrency);
    await init_panic_hook();

    const block_params = new ShortintParameters(ShortintParametersName.PARAM_SMALL_MESSAGE_2_CARRY_2_COMPACT_PK);
    // ....
}

$ git clone https://github.com/zama-ai/tfhe-rs.git
Cloning into 'tfhe-rs'...
...
Resolving deltas: 100% (3866/3866), done.
$ cd tfhe-rs
$ cd tfhe
$ rustup run wasm-pack build --release --target=nodejs --features=boolean-client-js-wasm-api,shortint-client-js-wasm-api
[INFO]: Compiling to Wasm...
...
[INFO]: :-) Your wasm pkg is ready to publish at ...

$ ls pkg
LICENSE  index.html  package.json  tfhe.d.ts  tfhe.js  tfhe_bg.txt  tfhe_bg.wasm  tfhe_bg.wasm.d.ts
$

// Here import assert to check the decryption went well and panic otherwise
const assert = require('node:assert').strict;
// Import the Shortint module from the TFHE-rs package generated earlier
const { Shortint } = require("/path/to/built/tfhe/pkg");

function shortint_example() {
    // Get pre-defined parameters from the shortint module to manage messages with 4 bits of useful
    // information in total (2 bits of "message" and 2 bits of "carry")
    let params = Shortint.get_parameters(2, 2);
    // Create a new secret ClientKey, this must not be shared
    console.log("Generating client keys...")
    let cks = Shortint.new_client_key(params);
    // Encrypt 3 in a ciphertext
    console.log("Encrypting 3...")
    let ct = Shortint.encrypt(cks, BigInt(3));

    // Demonstrate ClientKey serialization (for example saving it on disk on the user device)
    let serialized_cks = Shortint.serialize_client_key(cks);
    // Deserialization
    let deserialized_cks = Shortint.deserialize_client_key(serialized_cks);

    // Demonstrate ciphertext serialization to send over the network
    let serialized_ct = Shortint.serialize_ciphertext(ct);
    // Deserialize a ciphertext received over the network for example
    let deserialized_ct = Shortint.deserialize_ciphertext(serialized_ct);

    // Decrypt with the deserialized objects
    console.log("Decrypting ciphertext...")
    let decrypted = Shortint.decrypt(deserialized_cks, deserialized_ct);
    // Check decryption works as expected
    assert.deepStrictEqual(decrypted, BigInt(3));
    console.log("Decryption successful!")

    // Generate public evaluation keys, also called ServerKey
    console.log("Generating compressed ServerKey...")
    let sks = Shortint.new_compressed_server_key(cks);

    // Can be serialized to send over the network to the machine doing the evaluation
    let serialized_sks = Shortint.serialize_compressed_server_key(sks);
    let deserialized_sks = Shortint.deserialize_compressed_server_key(serialized_sks);
    console.log("All done!")
}

shortint_example();

$ node example.js
Generating client keys...
Encrypting 3...
Decrypting ciphertext...
Decryption successful!
Generating compressed ServerKey...
All done!
$

fn to_lower(string: &String) -> String {
    let mut result = String::with_capacity(string.len());
    for char in string.chars() {
        if char.is_uppercase() {
            result.extend(char.to_lowercase().to_string().chars())
        }
    }
    result
}

# Cargo.toml

[dependencies]
# Default configuration for x86 Unix machines:
tfhe = { version = "0.3.2", features = ["integer", "x86_64-unix"]}

use tfhe::{FheUint8, ConfigBuilder, generate_keys, set_server_key, ClientKey};
use tfhe::prelude::*;

struct FheLatinString{
    bytes: Vec<FheUint8>,
    // Constant used to switch lower case <=> upper case
    cst: FheUint8,
}

impl FheLatinString {
    fn encrypt(string: &str, client_key: &ClientKey) -> Self {
        assert!(
            string.chars().all(|char| char.is_ascii_alphabetic()),
            "The input string must only contain ascii letters"
        );

        let has_mixed_case = string.as_bytes().windows(2).any(|window| {
            let first = char::from(*window.first().unwrap());
            let second = char::from(*window.last().unwrap());

            (first.is_ascii_lowercase() && second.is_ascii_uppercase())
                || (first.is_ascii_uppercase() && second.is_ascii_lowercase())
        });

        assert!(
            !has_mixed_case,
            "The input string cannot mix lower case and upper case letters"
        );

        let fhe_bytes = string
            .bytes()
            .map(|b| FheUint8::encrypt(b, client_key))
            .collect::<Vec<FheUint8>>();
        let cst = FheUint8::encrypt(32u8, client_key);

        Self {
            bytes: fhe_bytes,
            cst,
        }
    }

    fn decrypt(&self, client_key: &ClientKey) -> String {
        let ascii_bytes = self
            .bytes
            .iter()
            .map(|fhe_b| fhe_b.decrypt(client_key))
            .collect::<Vec<u8>>();
        String::from_utf8(ascii_bytes).unwrap()
    }

    fn to_upper(&self) -> Self {
        Self {
            bytes: self
                .bytes
                .iter()
                .map(|b| b - &self.cst)
                .collect::<Vec<FheUint8>>(),
            cst: self.cst.clone(),
        }
    }

    fn to_lower(&self) -> Self {
        Self {
            bytes: self
                .bytes
                .iter()
                .map(|b| b + &self.cst)
                .collect::<Vec<FheUint8>>(),
            cst: self.cst.clone(),
        }
    }
}


fn main() {
    let config = ConfigBuilder::all_disabled()
        .enable_default_integers()
        .build();

    let (client_key, server_key) = generate_keys(config);

    set_server_key(server_key);

    let my_string = FheLatinString::encrypt("zama", &client_key);
    let verif_string = my_string.decrypt(&client_key);
    println!("{}", verif_string);

    let my_string_upper = my_string.to_upper();
    let verif_string = my_string_upper.decrypt(&client_key);
    println!("{}", verif_string);
    assert_eq!(verif_string, "ZAMA");

    let my_string_lower = my_string_upper.to_lower();
    let verif_string = my_string_lower.decrypt(&client_key);
    println!("{}", verif_string);
    assert_eq!(verif_string, "zama");
}

use tfhe::boolean::prelude::*;

fn main() {
// WARNING: might be insecure and/or incorrect
// You can create your own set of parameters
    let parameters = unsafe {
        BooleanParameters::new(
            LweDimension(586),
            GlweDimension(2),
            PolynomialSize(512),
            StandardDev(0.00008976167396834998),
            StandardDev(0.00000002989040792967434),
            DecompositionBaseLog(8),
            DecompositionLevelCount(2),
            DecompositionBaseLog(2),
            DecompositionLevelCount(5),
            EncryptionKeyChoice::Small,
        )
    };
}

RUSTFLAGS="-C target-cpu=native" cargo +nightly build --release --features=x86_64-unix,high-level-c-api -p tfhe

use tfhe::boolean::prelude::*;

fn main() {

// We generate the client key and the server key,
// using the default parameters:
    let (client_key, server_key): (ClientKey, ServerKey) = gen_keys();
}

use std::fs::File;
use std::io::{Write, Read};
use tfhe::boolean::prelude::*;

fn main() {

//---------------------------- CLIENT SIDE ----------------------------

// We generate a client key and a server key, using the default parameters:
    let (client_key, server_key) = gen_keys();

// We serialize the server key to bytes, and store them in a file:
    let encoded: Vec<u8> = bincode::serialize(&server_key).unwrap();

    let server_key_file = "/tmp/tutorial_server_key.bin";

// We write the server key to a file:
    let mut file = File::create(server_key_file)
        .expect("failed to create server key file");
    file.write_all(encoded.as_slice()).expect("failed to write key to file");

// ...
// We send the key to server side
// ...


//---------------------------- SERVER SIDE ----------------------------

// We read the file:
    let mut file = File::open(server_key_file)
        .expect("failed to open server key file");
    let mut encoded: Vec<u8> = Vec::new();
    file.read_to_end(&mut encoded).expect("failed to read key");

// We deserialize the server key:
    let key: ServerKey = bincode::deserialize(&encoded[..])
        .expect("failed to deserialize");
}

use tfhe::boolean::prelude::*;

fn main() {
    // Don't consider the following line; you should follow the procedure above.
    let (client_key, _) = gen_keys();

//---------------------------- SERVER SIDE

// We use the client key to encrypt the messages:
    let ct_1 = client_key.encrypt(true);
    let ct_2 = client_key.encrypt(false);

// We serialize the ciphertexts:
    let encoded_1: Vec<u8> = bincode::serialize(&ct_1).unwrap();
    let encoded_2: Vec<u8> = bincode::serialize(&ct_2).unwrap();

// ...
// And we send them to the server somehow
// ...
}

use tfhe::boolean::prelude::*;

fn main() {
    // Don't consider the following line; you should follow the procedure above.
    let (client_key, _) = gen_keys();
    let public_key = PublicKey::new(&client_key);

//---------------------------- SERVER SIDE

// We use the public key to encrypt the messages:
    let ct_1 = public_key.encrypt(true);
    let ct_2 = public_key.encrypt(false);

// We serialize the ciphertexts:
    let encoded_1: Vec<u8> = bincode::serialize(&ct_1).unwrap();
    let encoded_2: Vec<u8> = bincode::serialize(&ct_2).unwrap();

// ...
// And we send them to the server somehow
// ...
}

use std::fs::File;
use std::io::{Write, Read};
use tfhe::boolean::prelude::*;

fn main() {
    // Don't consider the following lines; you should follow the procedure above.
    let (client_key, server_key) = gen_keys();
    let ct_1 = client_key.encrypt(true);
    let ct_2 = client_key.encrypt(false);
    let encoded_1: Vec<u8> = bincode::serialize(&ct_1).unwrap();
    let encoded_2: Vec<u8> = bincode::serialize(&ct_2).unwrap();

//---------------------------- ON SERVER SIDE ----------------------------

// We deserialize the ciphertexts:
    let ct_1: Ciphertext = bincode::deserialize(&encoded_1[..])
        .expect("failed to deserialize");
    let ct_2: Ciphertext = bincode::deserialize(&encoded_2[..])
        .expect("failed to deserialize");

// We use the server key to execute the boolean circuit:
// if ((NOT ct_2) NAND (ct_1 AND ct_2)) then (NOT ct_2) else (ct_1 AND ct_2)
    let ct_3 = server_key.not(&ct_2);
    let ct_4 = server_key.and(&ct_1, &ct_2);
    let ct_5 = server_key.nand(&ct_3, &ct_4);
    let ct_6 = server_key.mux(&ct_5, &ct_3, &ct_4);

// Then we serialize the output of the circuit:
    let encoded_output: Vec<u8> = bincode::serialize(&ct_6)
        .expect("failed to serialize output");

// ...
// And we send the output to the client
// ...
}

use std::fs::File;
use std::io::{Write, Read};
use tfhe::boolean::prelude::*;

fn main() {
    // Don't consider the following lines; you should follow the procedure above.
    let (client_key, server_key) = gen_keys();
    let ct_6 = client_key.encrypt(true);
    let encoded_output: Vec<u8> = bincode::serialize(&ct_6).unwrap();

//---------------------------- ON CLIENT SIDE

// We deserialize the output ciphertext:
    let output: Ciphertext = bincode::deserialize(&encoded_output[..])
        .expect("failed to deserialize");

// Finally, we decrypt the output:
    let output = client_key.decrypt(&output);

// And check that the result is the expected one:
    assert_eq!(output, true);
}

RUSTFLAGS="-C target-cpu=native" cargo build +nightly --release --features=aarch64-unix,high-level-c-api -p tfhe

project(my-project)

cmake_minimum_required(VERSION 3.16)

set(TFHE_C_API "/path/to/tfhe-rs/binaries/and/header")

include_directories(${TFHE_C_API})
add_library(tfhe STATIC IMPORTED)
set_target_properties(tfhe PROPERTIES IMPORTED_LOCATION ${TFHE_C_API}/libtfhe.a)

if(APPLE)
    find_library(SECURITY_FRAMEWORK Security)
    if (NOT SECURITY_FRAMEWORK)
        message(FATAL_ERROR "Security framework not found")
    endif()
endif()

set(EXECUTABLE_NAME my-executable)
add_executable(${EXECUTABLE_NAME} main.c)
target_include_directories(${EXECUTABLE_NAME} PRIVATE ${CMAKE_CURRENT_SOURCE_DIR})
target_link_libraries(${EXECUTABLE_NAME} LINK_PUBLIC tfhe m pthread dl)
if(APPLE)
    target_link_libraries(${EXECUTABLE_NAME} LINK_PUBLIC ${SECURITY_FRAMEWORK})
endif()
target_compile_options(${EXECUTABLE_NAME} PRIVATE -Werror)

# /!\ Be sure to update CMakeLists.txt to give the absolute path to the compiled tfhe library
$ ls
CMakeLists.txt  main.c
$ mkdir build && cd build
$ cmake .. -DCMAKE_BUILD_TYPE=RELEASE
...
$ make
...
$ ./my-executable
Result: 2
$

#include <tfhe.h>

#include <assert.h>
#include <inttypes.h>
#include <stdio.h>

int main(void)
{
    int ok = 0;
    // Prepare the config builder for the high level API and choose which types to enable
    ConfigBuilder *builder;
    Config *config;

    // Put the builder in a default state without any types enabled
    config_builder_all_disabled(&builder);
    // Enable the uint128 type using the small LWE key for encryption
    config_builder_enable_default_uint128_small(&builder);
    // Populate the config
    config_builder_build(builder, &config);

    ClientKey *client_key = NULL;
    ServerKey *server_key = NULL;

    // Generate the keys using the config
    generate_keys(config, &client_key, &server_key);
    // Set the server key for the current thread
    set_server_key(server_key);

    FheUint128 *lhs = NULL;
    FheUint128 *rhs = NULL;
    FheUint128 *result = NULL;

    // Encrypt a u128 using 64 bits words, we encrypt 20 << 64 | 10
    ok = fhe_uint128_try_encrypt_with_client_key_u128(10, 20, client_key, &lhs);
    assert(ok == 0);

    // Encrypt a u128 using words, we encrypt 2 << 64 | 1
    ok = fhe_uint128_try_encrypt_with_client_key_u128(1, 2, client_key, &rhs);
    assert(ok == 0);

    // Compute the subtraction
    ok = fhe_uint128_sub(lhs, rhs, &result);
    assert(ok == 0);

    uint64_t w0, w1;
    // Decrypt
    ok = fhe_uint128_decrypt(result, client_key, &w0, &w1);
    assert(ok == 0);

    // Here the subtraction allows us to compare each word
    assert(w0 == 9);
    assert(w1 == 18);

    // Destroy the ciphertexts
    fhe_uint128_destroy(lhs);
    fhe_uint128_destroy(rhs);
    fhe_uint128_destroy(result);

    // Destroy the keys
    client_key_destroy(client_key);
    server_key_destroy(server_key);
    return EXIT_SUCCESS;
}

rustup toolchain install nightly

use tfhe::core_crypto::prelude::*;

// DISCLAIMER: these toy example parameters are not guaranteed to be secure or yield correct
// computations
// Define parameters for LweCiphertext creation
let lwe_dimension = LweDimension(742);
let lwe_modular_std_dev = StandardDev(0.000007069849454709433);
let ciphertext_modulus = CiphertextModulus::new_native();

// Create the PRNG
let mut seeder = new_seeder();
let seeder = seeder.as_mut();
let mut encryption_generator =
    EncryptionRandomGenerator::<ActivatedRandomGenerator>::new(seeder.seed(), seeder);
let mut secret_generator =
    SecretRandomGenerator::<ActivatedRandomGenerator>::new(seeder.seed());

// Create the LweSecretKey
let lwe_secret_key =
    allocate_and_generate_new_binary_lwe_secret_key(lwe_dimension, &mut secret_generator);

// Create the plaintext
let msg = 3u64;
let plaintext = Plaintext(msg << 60);

// Create a new LweCiphertext
let mut lwe = LweCiphertext::new(0u64, lwe_dimension.to_lwe_size(), ciphertext_modulus);

encrypt_lwe_ciphertext(
    &lwe_secret_key,
    &mut lwe,
    plaintext,
    lwe_modular_std_dev,
    &mut encryption_generator,
);

let decrypted_plaintext = decrypt_lwe_ciphertext(&lwe_secret_key, &lwe);

// Round and remove encoding
// First create a decomposer working on the high 4 bits corresponding to our encoding.
let decomposer = SignedDecomposer::new(DecompositionBaseLog(4), DecompositionLevelCount(1));
let rounded = decomposer.closest_representable(decrypted_plaintext.0);

// Remove the encoding
let cleartext = rounded >> 60;

// Check we recovered the original message
assert_eq!(cleartext, msg);

use tfhe::shortint::prelude::*;

fn main() {
    // We generate a set of client/server keys, using the default parameters:
   let (client_key, server_key) = gen_keys(PARAM_MESSAGE_2_CARRY_2_KS_PBS);

    let msg1 = 3;
    let msg2 = 2;

    // We use the client key to encrypt two messages:
    let ct_1 = client_key.encrypt(msg1);
    let ct_2 = client_key.encrypt(msg2);
}

use tfhe::shortint::prelude::*;

fn main() {
    let param = unsafe {
        ClassicPBSParameters::new(
            LweDimension(656),
            GlweDimension(2),
            PolynomialSize(512),
            StandardDev(0.000034119201269311964),
            StandardDev(0.00000004053919869756513),
            DecompositionBaseLog(8),
            DecompositionLevelCount(2),
            DecompositionBaseLog(3),
            DecompositionLevelCount(4),
            MessageModulus(4),
            CarryModulus(1),
            CiphertextModulus::new_native(),
            EncryptionKeyChoice::Big,
        )
    };
}

cargo +nightly build
cargo +nightly test

rustup override set nightly
# cargo will use the `nightly` toolchain.
cargo build

rustup show

cargo +nightly build --features=nightly-avx512

#Boolean benchmarks:
make bench_boolean

#Integer benchmarks:
make bench_integer

#Shortint benchmarks:
make bench_shortint

#Integer benchmarks:
make AVX512_SUPPORT=ON bench_integer

tfhe = { version = "0.3.2", features = [ "x86_64-unix" ] }

tfhe = { version = "0.3.2", features = ["x86_64-unix"] }

tfhe = { version = "0.3.2", features = ["aarch64-unix"] }

tfhe = { version = "0.3.2", features = ["x86_64"] }

use tfhe::core_crypto::prelude::*;

pub fn main() {
    // DISCLAIMER: these toy example parameters are not guaranteed to be secure or yield correct
    // computations
    // Define the parameters for a 4 bits message able to hold the doubled 2 bits message
    let small_lwe_dimension = LweDimension(742);
    let glwe_dimension = GlweDimension(1);
    let polynomial_size = PolynomialSize(2048);
    let lwe_modular_std_dev = StandardDev(0.000007069849454709433);
    let glwe_modular_std_dev = StandardDev(0.00000000000000029403601535432533);
    let pbs_base_log = DecompositionBaseLog(23);
    let pbs_level = DecompositionLevelCount(1);
    let ciphertext_modulus = CiphertextModulus::new_native();

    // Request the best seeder possible, starting with hardware entropy sources and falling back to
    // /dev/random on Unix systems if enabled via cargo features
    let mut boxed_seeder = new_seeder();
    // Get a mutable reference to the seeder as a trait object from the Box returned by new_seeder
    let seeder = boxed_seeder.as_mut();

    // Create a generator which uses a CSPRNG to generate secret keys
    let mut secret_generator =
        SecretRandomGenerator::<ActivatedRandomGenerator>::new(seeder.seed());

    // Create a generator which uses two CSPRNGs to generate public masks and secret encryption
    // noise
    let mut encryption_generator =
        EncryptionRandomGenerator::<ActivatedRandomGenerator>::new(seeder.seed(), seeder);

    println!("Generating keys...");

    // Generate an LweSecretKey with binary coefficients
    let small_lwe_sk =
        LweSecretKey::generate_new_binary(small_lwe_dimension, &mut secret_generator);

    // Generate a GlweSecretKey with binary coefficients
    let glwe_sk =
        GlweSecretKey::generate_new_binary(glwe_dimension, polynomial_size, &mut secret_generator);

    // Create a copy of the GlweSecretKey re-interpreted as an LweSecretKey
    let big_lwe_sk = glwe_sk.clone().into_lwe_secret_key();

    // Generate the bootstrapping key, we use the parallel variant for performance reason
    let std_bootstrapping_key = par_allocate_and_generate_new_lwe_bootstrap_key(
        &small_lwe_sk,
        &glwe_sk,
        pbs_base_log,
        pbs_level,
        glwe_modular_std_dev,
        ciphertext_modulus,
        &mut encryption_generator,
    );

    // Create the empty bootstrapping key in the Fourier domain
    let mut fourier_bsk = FourierLweBootstrapKey::new(
        std_bootstrapping_key.input_lwe_dimension(),
        std_bootstrapping_key.glwe_size(),
        std_bootstrapping_key.polynomial_size(),
        std_bootstrapping_key.decomposition_base_log(),
        std_bootstrapping_key.decomposition_level_count(),
    );

    // Use the conversion function (a memory optimized version also exists but is more complicated
    // to use) to convert the standard bootstrapping key to the Fourier domain
    convert_standard_lwe_bootstrap_key_to_fourier(&std_bootstrapping_key, &mut fourier_bsk);
    // We don't need the standard bootstrapping key anymore
    drop(std_bootstrapping_key);

    // Our 4 bits message space
    let message_modulus = 1u64 << 4;

    // Our input message
    let input_message = 3u64;

    // Delta used to encode 4 bits of message + a bit of padding on u64
    let delta = (1_u64 << 63) / message_modulus;

    // Apply our encoding
    let plaintext = Plaintext(input_message * delta);

    // Allocate a new LweCiphertext and encrypt our plaintext
    let lwe_ciphertext_in: LweCiphertextOwned<u64> = allocate_and_encrypt_new_lwe_ciphertext(
        &small_lwe_sk,
        plaintext,
        lwe_modular_std_dev,
        ciphertext_modulus,
        &mut encryption_generator,
    );

    // Compute a cleartext multiplication by 2
    let mut cleartext_multiplication_ct = lwe_ciphertext_in.clone();
    println!("Performing cleartext multiplication...");
    lwe_ciphertext_cleartext_mul(
        &mut cleartext_multiplication_ct,
        &lwe_ciphertext_in,
        Cleartext(2),
    );

    // Decrypt the cleartext multiplication result
    let cleartext_multiplication_plaintext: Plaintext<u64> =
        decrypt_lwe_ciphertext(&small_lwe_sk, &cleartext_multiplication_ct);

    // Create a SignedDecomposer to perform the rounding of the decrypted plaintext
    // We pass a DecompositionBaseLog of 5 and a DecompositionLevelCount of 1 indicating we want to
    // round the 5 MSB, 1 bit of padding plus our 4 bits of message
    let signed_decomposer =
        SignedDecomposer::new(DecompositionBaseLog(5), DecompositionLevelCount(1));

    // Round and remove our encoding
    let cleartext_multiplication_result: u64 =
        signed_decomposer.closest_representable(cleartext_multiplication_plaintext.0) / delta;

    println!("Checking result...");
    assert_eq!(6, cleartext_multiplication_result);
    println!(
        "Cleartext multiplication result is correct! \
        Expected 6, got {cleartext_multiplication_result}"
    );

    // Now we will use a PBS to compute the same multiplication, it is NOT the recommended way of
    // doing this operation in terms of performance as it's much more costly than a multiplication
    // with a cleartext, however it resets the noise in a ciphertext to a nominal level and allows
    // to evaluate arbitrary functions so depending on your use case it can be a better fit.

    // Here we will define a helper function to generate an accumulator for a PBS
    fn generate_accumulator<F>(
        polynomial_size: PolynomialSize,
        glwe_size: GlweSize,
        message_modulus: usize,
        ciphertext_modulus: CiphertextModulus<u64>,
        delta: u64,
        f: F,
    ) -> GlweCiphertextOwned<u64>
    where
        F: Fn(u64) -> u64,
    {
        // N/(p/2) = size of each block, to correct noise from the input we introduce the notion of
        // box, which manages redundancy to yield a denoised value for several noisy values around
        // a true input value.
        let box_size = polynomial_size.0 / message_modulus;

        // Create the accumulator
        let mut accumulator_u64 = vec![0_u64; polynomial_size.0];

        // Fill each box with the encoded denoised value
        for i in 0..message_modulus {
            let index = i * box_size;
            accumulator_u64[index..index + box_size]
                .iter_mut()
                .for_each(|a| *a = f(i as u64) * delta);
        }

        let half_box_size = box_size / 2;

        // Negate the first half_box_size coefficients to manage negacyclicity and rotate
        for a_i in accumulator_u64[0..half_box_size].iter_mut() {
            *a_i = (*a_i).wrapping_neg();
        }

        // Rotate the accumulator
        accumulator_u64.rotate_left(half_box_size);

        let accumulator_plaintext = PlaintextList::from_container(accumulator_u64);

        let accumulator =
            allocate_and_trivially_encrypt_new_glwe_ciphertext(
                glwe_size,
                &accumulator_plaintext,
                ciphertext_modulus,
            );

        accumulator
    }

    // Generate the accumulator for our multiplication by 2 using a simple closure
    let accumulator: GlweCiphertextOwned<u64> = generate_accumulator(
        polynomial_size,
        glwe_dimension.to_glwe_size(),
        message_modulus as usize,
        ciphertext_modulus,
        delta,
        |x: u64| 2 * x,
    );

    // Allocate the LweCiphertext to store the result of the PBS
    let mut pbs_multiplication_ct = LweCiphertext::new(
        0u64,
        big_lwe_sk.lwe_dimension().to_lwe_size(),
        ciphertext_modulus,
    );
    println!("Computing PBS...");
    programmable_bootstrap_lwe_ciphertext(
        &lwe_ciphertext_in,
        &mut pbs_multiplication_ct,
        &accumulator,
        &fourier_bsk,
    );

    // Decrypt the PBS multiplication result
    let pbs_multiplication_plaintext: Plaintext<u64> =
        decrypt_lwe_ciphertext(&big_lwe_sk, &pbs_multiplication_ct);

    // Round and remove our encoding
    let pbs_multiplication_result: u64 =
        signed_decomposer.closest_representable(pbs_multiplication_plaintext.0) / delta;

    println!("Checking result...");
    assert_eq!(6, pbs_multiplication_result);
    println!(
        "Mulitplication via PBS result is correct! Expected 6, got {pbs_multiplication_result}"
    );
}