def encrypt(self, value, precision=None, r_value=None):
"""Encode and Paillier encrypt a real number *value*.
Args:
value: an int or float to be encrypted.
If int, it must satisfy abs(*value*) < :attr:`n`/3.
If float, it must satisfy abs(*value* / *precision*) <<
:attr:`n`/3
(i.e. if a float is near the limit then detectable
overflow may still occur)
precision (float): Passed to :meth:`EncodedNumber.encode`.
If *value* is a float then *precision* is the maximum
**absolute** error allowed when encoding *value*. Defaults
to encoding *value* exactly.
r_value (int): obfuscator for the ciphertext; by default (i.e.
if *r_value* is None), a random value is used.
Returns:
EncryptedNumber: An encryption of *value*.
Raises:
ValueError: if *value* is out of range or *precision* is so
high that *value* is rounded to zero.
"""
if isinstance(value, EncodedNumber):
encoding = value
else:
encoding = EncodedNumber.encode(self, value, precision)
return self.encrypt_encoded(encoding, r_value)
def encrypt(self, value, precision=None, r_value=None):
"""Encode and Paillier encrypt a real number *value*.
Args:
value: an int or float to be encrypted.
If int, it must satisfy abs(*value*) < :attr:`n`/3.
If float, it must satisfy abs(*value* / *precision*) <<
:attr:`n`/3
(i.e. if a float is near the limit then detectable
overflow may still occur)
precision (float): Passed to :meth:`EncodedNumber.encode`.
If *value* is a float then *precision* is the maximum
**absolute** error allowed when encoding *value*. Defaults
to encoding *value* exactly.
r_value (int): obfuscator for the ciphertext; by default (i.e.
if *r_value* is None), a random value is used.
Returns:
EncryptedNumber: An encryption of *value*.
Raises:
ValueError: if *value* is out of range or *precision* is so
high that *value* is rounded to zero.
"""
if isinstance(value, EncodedNumber):
encoding = value
else:
encoding = EncodedNumber.encode(self, value, precision)
return self.encrypt_encoded(encoding, r_value)
def encrypt(self, value, precision=None, r_value=None):
"""Encode and Paillier encrypt a real number *value*.
#加密实数
Args:
value: an int or float to be encrypted.一个整型或浮点型实数
If int, it must satisfy abs(*value*) < :attr:`n`/3.整型绝对值小于n/3
If float, it must satisfy abs(*value* / *precision*) <<
:attr:`n`/3 浮点型满足(value/精度)绝对值小于n/3
(i.e. if a float is near the limit then detectable
overflow may still occur)
precision (float): Passed to :meth:`EncodedNumber.encode`.
If *value* is a float then *precision* is the maximum
**absolute** error allowed when encoding *value*. Defaults
to encoding *value* exactly.
如果值是浮点数，那么精度就是编码值时允许的最大绝对误差。默认为编码值。
r_value (int): obfuscator for the ciphertext; by default (i.e.
if *r_value* is None), a random value is used.
密文模糊处理;默认情况下(即，如果*r_value*为None)，则使用随机值。
Returns:
EncryptedNumber: An encryption of *value*.
Raises:
ValueError: if *value* is out of range or *precision* is so
high that *value* is rounded to zero.
异常:如果值超出范围或精度高，则值为零。
"""
if isinstance(value, EncodedNumber):
encoding = value #整型处理
else:
encoding = EncodedNumber.encode(self, value, precision)
#浮点型处理
return self.encrypt_encoded(encoding, r_value)
def encrypt(self, value, precision=None, r_value=None):
if isinstance(value, EncodedNumber):
encoding = value
else:
encoding = EncodedNumber.encode(self, value, precision)
return self.encrypt_encoded(encoding, r_value)
def __mul__(self, other):
"""Multiply by an int, float, or EncodedNumber."""
if isinstance(other, EncryptedNumber):
raise NotImplementedError('Good luck with that...')
if isinstance(other, EncodedNumber):
encoding = other
else:
encoding = EncodedNumber.encode(self.public_key, other)
product = self._raw_mul(encoding.encoding)
exponent = self.exponent + encoding.exponent
return EncryptedNumber(self.public_key, product, exponent)
def __mul__(self, other):
"""Multiply by an int, float, or EncodedNumber."""
if isinstance(other, EncryptedNumber):
raise NotImplementedError('Good luck with that...')
if isinstance(other, EncodedNumber):
encoding = other
else:
encoding = EncodedNumber.encode(self.public_key, other)
product = self._raw_mul(encoding.encoding)
exponent = self.exponent + encoding.exponent
return EncryptedNumber(self.public_key, product, exponent)
def _add_scalar(self, scalar):
"""Returns E(a + b), given self=E(a) and b.
Args:
scalar: an int or float b, to be added to `self`.
Returns:
EncryptedNumber: E(a + b), calculated by encrypting b and
taking the product of E(a) and E(b) modulo
:attr:`~PaillierPublicKey.n` ** 2.
Raises:
ValueError: if scalar is out of range or precision.
"""
encoded = EncodedNumber.encode(self.public_key, scalar,
max_exponent=self.exponent)
return self._add_encoded(encoded)
def _add_scalar(self, scalar):
"""Returns E(a + b), given self=E(a) and b.
Args:
scalar: an int or float b, to be added to `self`.
Returns:
EncryptedNumber: E(a + b), calculated by encrypting b and
taking the product of E(a) and E(b) modulo
:attr:`~PaillierPublicKey.n` ** 2.
Raises:
ValueError: if scalar is out of range or precision.
"""
encoded = EncodedNumber.encode(self.public_key, scalar,
max_exponent=self.exponent)
return self._add_encoded(encoded)
def mul_enc(self, other):
"""Multiply by an int, float, or EncodedNumber."""
if isinstance(other, EncryptedNumber):
raise NotImplementedError('Good luck with that...')
if isinstance(other, EncodedNumber):
encoding = other
else:
encoding = EncodedNumber.encode(self.public_key, other)
if (self.public_key.ri != 1) & (self.public_key.enc_ri !=
0) & (self.public_key.enc_ri_neg != 0):
enc_msg = self.__add__(self.public_key.enc_ri_neg)
product = enc_msg._raw_mul(encoding.encoding)
exponent = enc_msg.exponent + encoding.exponent
sum_enc = EncryptedNumber(enc_msg.public_key, product,
exponent).__add__(self.public_key.enc_ri)
sum_enc.obfuscate()
return sum_enc
product = self._raw_mul(encoding.encoding)
exponent = self.exponent + encoding.exponent
return EncryptedNumber(self.public_key, product, exponent)
def _add_scalar(self, scalar):
encoded = EncodedNumber.encode(self.public_key,
scalar,
max_exponent=self.exponent)
return self._add_encoded(encoded)
