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use crate::integer::ciphertext::IntegerRadixCiphertext;
use crate::integer::server_key::radix_parallel::OutputFlag;
use crate::integer::server_key::CheckError;
use crate::integer::{BooleanBlock, RadixCiphertext, ServerKey, SignedRadixCiphertext};
use crate::shortint::ciphertext::{Degree, MaxDegree, NoiseLevel};
impl ServerKey {
/// Computes homomorphically a subtraction between two ciphertexts encrypting integer values.
///
/// This function computes the subtraction without checking if it exceeds the capacity of the
/// ciphertext.
///
/// The result is returned as a new ciphertext.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 12;
/// let msg_2 = 10;
///
/// // Encrypt two messages:
/// let ctxt_1 = cks.encrypt(msg_1);
/// let ctxt_2 = cks.encrypt(msg_2);
///
/// // Compute homomorphically a subtraction:
/// let ct_res = sks.unchecked_sub(&ctxt_1, &ctxt_2);
///
/// // Decrypt:
/// let dec_result: u64 = cks.decrypt(&ct_res);
/// assert_eq!(dec_result, msg_1 - msg_2);
/// ```
pub fn unchecked_sub<T>(&self, ctxt_left: &T, ctxt_right: &T) -> T
where
T: IntegerRadixCiphertext,
{
let mut result = ctxt_left.clone();
self.unchecked_sub_assign(&mut result, ctxt_right);
result
}
/// Computes homomorphically a subtraction between two ciphertexts encrypting integer values.
///
/// This function computes the subtraction without checking if it exceeds the capacity of the
/// ciphertext.
///
/// The result is assigned to the `ct_left` ciphertext.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 128;
/// let msg_2 = 99;
///
/// // Encrypt two messages:
/// let mut ctxt_1 = cks.encrypt(msg_1);
/// let ctxt_2 = cks.encrypt(msg_2);
///
/// // Compute homomorphically a subtraction:
/// sks.unchecked_sub_assign(&mut ctxt_1, &ctxt_2);
///
/// // Decrypt:
/// let dec_result: u64 = cks.decrypt(&ctxt_1);
/// assert_eq!(dec_result, msg_1 - msg_2);
/// ```
pub fn unchecked_sub_assign<T>(&self, ctxt_left: &mut T, ctxt_right: &T)
where
T: IntegerRadixCiphertext,
{
let neg = self.unchecked_neg(ctxt_right);
self.unchecked_add_assign(ctxt_left, &neg);
}
/// Verifies if ct_right can be subtracted to ct_left.
///
/// # Example
///
///```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 182u64;
/// let msg_2 = 120u64;
///
/// // Encrypt two messages:
/// let ctxt_1 = cks.encrypt(msg_1);
/// let ctxt_2 = cks.encrypt(msg_2);
///
/// // Check if we can perform a subtraction
/// sks.is_sub_possible(&ctxt_1, &ctxt_2).unwrap();
/// ```
pub fn is_sub_possible<T>(&self, ctxt_left: &T, ctxt_right: &T) -> Result<(), CheckError>
where
T: IntegerRadixCiphertext,
{
let mut preceding_block_carry = Degree::new(0);
let mut preceding_scaled_z = 0;
let mut extracted_carry_noise_level = NoiseLevel::ZERO;
for (left_block, right_block) in ctxt_left.blocks().iter().zip(ctxt_right.blocks().iter()) {
// Assumes message_modulus and carry_modulus matches between pairs of block
let msg_mod = left_block.message_modulus.0;
let max_degree = MaxDegree::from_msg_carry_modulus(
left_block.message_modulus,
left_block.carry_modulus,
);
// z = ceil( degree / 2^p ) x 2^p
let mut z = right_block.degree.get().div_ceil(msg_mod);
z = z.wrapping_mul(msg_mod);
// In the actual operation, preceding_scaled_z is added to the ciphertext
// before doing lwe_ciphertext_opposite:
// i.e the code does -(ciphertext + preceding_scaled_z) + z
// here we do -ciphertext -preceding_scaled_z + z
// which is easier to express degree
let right_block_degree_after_negation = Degree::new(z - preceding_scaled_z);
let degree_after_add = left_block.degree + right_block_degree_after_negation;
// We want to be able to add the left block, the negated right block
// and we also want to be able to add the carry from preceding block addition
// to make sure carry propagation would be correct.
max_degree.validate(degree_after_add + preceding_block_carry)?;
self.key.max_noise_level.validate(
left_block.noise_level() + right_block.noise_level() + extracted_carry_noise_level,
)?;
preceding_block_carry = Degree::new(degree_after_add.get() / msg_mod);
preceding_scaled_z = z / msg_mod;
extracted_carry_noise_level = NoiseLevel::NOMINAL;
}
Ok(())
}
/// Computes homomorphically a subtraction between two ciphertexts encrypting integer values.
///
/// If the operation can be performed, the result is returned in a new ciphertext.
/// Otherwise a [CheckError] is returned.
///
/// The result is returned as a new ciphertext.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg = 1u64;
///
/// // Encrypt two messages:
/// let ctxt_1 = cks.encrypt(msg);
/// let ctxt_2 = cks.encrypt(msg);
///
/// // Compute homomorphically a subtraction:
/// let ct_res = sks.checked_sub(&ctxt_1, &ctxt_2);
///
/// match ct_res {
/// Err(x) => panic!("{x:?}"),
/// Ok(y) => {
/// let clear: u64 = cks.decrypt(&y);
/// assert_eq!(0, clear);
/// }
/// }
/// ```
pub fn checked_sub<T>(&self, ctxt_left: &T, ctxt_right: &T) -> Result<T, CheckError>
where
T: IntegerRadixCiphertext,
{
self.is_sub_possible(ctxt_left, ctxt_right)?;
Ok(self.unchecked_sub(ctxt_left, ctxt_right))
}
/// Computes homomorphically a subtraction between two ciphertexts encrypting integer values.
///
/// If the operation can be performed, the result is returned in a new ciphertext.
/// Otherwise a [CheckError] is returned.
///
/// The result is assigned to the `ct_left` ciphertext.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// let num_blocks = 4;
///
/// // Generate the client key and the server key:
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg1 = 41u8;
/// let msg2 = 101u8;
///
/// let mut ct1 = cks.encrypt(msg1 as u64);
/// let ct2 = cks.encrypt(msg2 as u64);
///
/// // Compute homomorphically an addition:
/// sks.checked_sub_assign(&mut ct1, &ct2).unwrap();
///
/// let clear: u64 = cks.decrypt(&ct1);
/// assert_eq!(msg1.wrapping_sub(msg2) as u64, clear);
/// ```
pub fn checked_sub_assign<T>(&self, ct_left: &mut T, ct_right: &T) -> Result<(), CheckError>
where
T: IntegerRadixCiphertext,
{
self.is_sub_possible(ct_left, ct_right)?;
self.unchecked_sub_assign(ct_left, ct_right);
Ok(())
}
/// Computes homomorphically the subtraction between ct_left and ct_right.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 120u8;
/// let msg_2 = 181u8;
///
/// // Encrypt two messages:
/// let mut ctxt_1 = cks.encrypt(msg_1 as u64);
/// let mut ctxt_2 = cks.encrypt(msg_2 as u64);
///
/// // Compute homomorphically a subtraction
/// let ct_res = sks.smart_sub(&mut ctxt_1, &mut ctxt_2);
///
/// // Decrypt:
/// let res: u64 = cks.decrypt(&ct_res);
/// assert_eq!(msg_1.wrapping_sub(msg_2) as u64, res);
/// ```
pub fn smart_sub<T>(&self, ctxt_left: &mut T, ctxt_right: &mut T) -> T
where
T: IntegerRadixCiphertext,
{
// If the ciphertext cannot be negated without exceeding the capacity of a ciphertext
if self.is_neg_possible(ctxt_right).is_err() {
self.full_propagate(ctxt_right);
}
// If the ciphertext cannot be added together without exceeding the capacity of a ciphertext
if self.is_sub_possible(ctxt_left, ctxt_right).is_err() {
self.full_propagate(ctxt_left);
self.full_propagate(ctxt_right);
}
self.is_sub_possible(ctxt_left, ctxt_right).unwrap();
let mut result = ctxt_left.clone();
self.unchecked_sub_assign(&mut result, ctxt_right);
result
}
/// Computes homomorphically the subtraction between ct_left and ct_right.
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 120u8;
/// let msg_2 = 181u8;
///
/// // Encrypt two messages:
/// let mut ctxt_1 = cks.encrypt(msg_1 as u64);
/// let mut ctxt_2 = cks.encrypt(msg_2 as u64);
///
/// // Compute homomorphically a subtraction
/// sks.smart_sub_assign(&mut ctxt_1, &mut ctxt_2);
///
/// // Decrypt:
/// let res: u64 = cks.decrypt(&ctxt_1);
/// assert_eq!(msg_1.wrapping_sub(msg_2) as u64, res);
/// ```
pub fn smart_sub_assign<T>(&self, ctxt_left: &mut T, ctxt_right: &mut T)
where
T: IntegerRadixCiphertext,
{
// If the ciphertext cannot be negated without exceeding the capacity of a ciphertext
if self.is_neg_possible(ctxt_right).is_err() {
self.full_propagate(ctxt_right);
}
// If the ciphertext cannot be added together without exceeding the capacity of a ciphertext
if self.is_sub_possible(ctxt_left, ctxt_right).is_err() {
self.full_propagate(ctxt_left);
self.full_propagate(ctxt_right);
}
self.is_sub_possible(ctxt_left, ctxt_right).unwrap();
self.unchecked_sub_assign(ctxt_left, ctxt_right);
}
/// Computes the subtraction and returns an indicator of overflow
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128;
///
/// // We have 4 * 2 = 8 bits of message
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128, num_blocks);
///
/// let msg_1 = 1u8;
/// let msg_2 = 2u8;
///
/// // Encrypt two messages:
/// let ctxt_1 = cks.encrypt(msg_1);
/// let ctxt_2 = cks.encrypt(msg_2);
///
/// // Compute homomorphically a subtraction
/// let (result, overflowed) = sks.unsigned_overflowing_sub(&ctxt_1, &ctxt_2);
///
/// // Decrypt:
/// let decrypted_result: u8 = cks.decrypt(&result);
/// let decrypted_overflow = cks.decrypt_bool(&overflowed);
///
/// let (expected_result, expected_overflow) = msg_1.overflowing_sub(msg_2);
/// assert_eq!(expected_result, decrypted_result);
/// assert_eq!(expected_overflow, decrypted_overflow);
/// ```
pub fn unsigned_overflowing_sub(
&self,
ctxt_left: &RadixCiphertext,
ctxt_right: &RadixCiphertext,
) -> (RadixCiphertext, BooleanBlock) {
let mut tmp_lhs;
let mut tmp_rhs;
let (lhs, rhs) = match (
ctxt_left.block_carries_are_empty(),
ctxt_right.block_carries_are_empty(),
) {
(true, true) => (ctxt_left, ctxt_right),
(true, false) => {
tmp_rhs = ctxt_right.clone();
self.full_propagate(&mut tmp_rhs);
(ctxt_left, &tmp_rhs)
}
(false, true) => {
tmp_lhs = ctxt_left.clone();
self.full_propagate(&mut tmp_lhs);
(&tmp_lhs, ctxt_right)
}
(false, false) => {
tmp_lhs = ctxt_left.clone();
tmp_rhs = ctxt_right.clone();
rayon::join(
|| self.full_propagate(&mut tmp_lhs),
|| self.full_propagate(&mut tmp_rhs),
);
(&tmp_lhs, &tmp_rhs)
}
};
self.unchecked_unsigned_overflowing_sub(lhs, rhs)
}
pub fn unchecked_unsigned_overflowing_sub(
&self,
lhs: &RadixCiphertext,
rhs: &RadixCiphertext,
) -> (RadixCiphertext, BooleanBlock) {
assert_eq!(
lhs.blocks.len(),
rhs.blocks.len(),
"Left hand side must must have a number of blocks equal \
to the number of blocks of the right hand side: lhs {} blocks, rhs {} blocks",
lhs.blocks.len(),
rhs.blocks.len()
);
const INPUT_BORROW: Option<&BooleanBlock> = None;
const COMPUTE_OVERFLOW: bool = true;
let mut result = lhs.clone();
let overflowed = self
.advanced_sub_assign_with_borrow_sequential(
&mut result,
rhs,
INPUT_BORROW,
COMPUTE_OVERFLOW,
)
.expect("overflow computation was requested");
(result, overflowed)
}
pub fn unchecked_signed_overflowing_sub(
&self,
lhs: &SignedRadixCiphertext,
rhs: &SignedRadixCiphertext,
) -> (SignedRadixCiphertext, BooleanBlock) {
let flipped_rhs = self.bitnot(rhs);
let carry = self.create_trivial_boolean_block(true);
let mut result = lhs.clone();
let overflowed = self
.advanced_add_assign_with_carry_sequential_parallelized(
&mut result.blocks,
&flipped_rhs.blocks,
Some(&carry),
OutputFlag::from_signedness(true),
)
.expect("overflow flat was requested");
(result, overflowed)
}
pub fn signed_overflowing_sub(
&self,
ctxt_left: &SignedRadixCiphertext,
ctxt_right: &SignedRadixCiphertext,
) -> (SignedRadixCiphertext, BooleanBlock) {
let mut tmp_lhs;
let mut tmp_rhs;
let (lhs, rhs) = match (
ctxt_left.block_carries_are_empty(),
ctxt_right.block_carries_are_empty(),
) {
(true, true) => (ctxt_left, ctxt_right),
(true, false) => {
tmp_rhs = ctxt_right.clone();
self.full_propagate(&mut tmp_rhs);
(ctxt_left, &tmp_rhs)
}
(false, true) => {
tmp_lhs = ctxt_left.clone();
self.full_propagate(&mut tmp_lhs);
(&tmp_lhs, ctxt_right)
}
(false, false) => {
tmp_lhs = ctxt_left.clone();
tmp_rhs = ctxt_right.clone();
rayon::join(
|| self.full_propagate(&mut tmp_lhs),
|| self.full_propagate(&mut tmp_rhs),
);
(&tmp_lhs, &tmp_rhs)
}
};
self.unchecked_signed_overflowing_sub(lhs, rhs)
}
}