PyPtxt

class Pyfhel.PyPtxt(PyPtxt copy_ptxt=None, Pyfhel pyfhel=None, fileName=None, bytestring=None, scheme=None)

Bases: object

Plaintext class of Pyfhel, contains a value/vector of encoded ints/double.

This class references SEAL, PALISADE and HElib plaintexts, using the one corresponding to the backend selected in Pyfhel (SEAL by default).

other_ptxt

Other PyPtxt to deep copy

Type:

PyPtxt, optional

__init__(PyPtxt copy_ctxt=None, Pyfhel pyfhel=None, fileName=None, scheme=None)

Initializes an empty PyPtxt encoded plaintext.

To fill the plaintext during initialization you can:

  • Provide a PyPtxt to deep copy.

  • Provide a pyfhel instance to act as its backend.

  • Provide a fileName and an scheme to load the data from a saved file.

copy_ctxt

Other PyPtxt to deep copy.

Type:

PyPtxt, optional

pyfhel

Pyfhel instance needed to operate.

Type:

Pyfhel, optional

fileName

Load PyPtxt from this file. Requires non-empty scheme.

Type:

str, pathlib.Path, optional

scheme

scheme type of the new PyPtxt.

Type:

str, type, int, optional

Methods

__repr__

Return repr(self).

__init__(PyPtxt copy_ctxt=None, ...[, ...])

Initializes an empty PyPtxt encoded plaintext.

decode()

Decodes itself using _pyfhel.

encode()

Encodes the given value using _pyfhel.

from_bytes(-> void)

Recover the serialized plaintext from a binary/bytes string.

is_ntt_form(self)

bool: Flag to quickly check if it is in NTT form

is_zero(self)

bool: Flag to quickly check if it is empty

load(-> void)

Load the plaintext from a file.

save(-> void)

Save the plaintext into a file.

set_scale(-> void)

Sets the scale of the ciphertext.

to_bytes(-> bytes)

Serialize the plaintext into a binary/bytes string.

to_poly_string(self)

str: Polynomial representation of the plaintext

Attributes

mod_level

returns the number of moduli consumed so far.

scale

multiplying factor to encode values in ckks.

scale_bits

number of bits in scale to encode values in ckks

scheme

returns the scheme type.

API description

__repr__()

Return repr(self).

decode(self)
decode() → None

Decodes itself using _pyfhel.

Parameters:

None –

Returns:

value decrypted.

Return type:

int, float, np.array

See also

decode()

encode(self, value)
encode(value) → None

Encodes the given value using _pyfhel.

Parameters:

value (int, float, np.array) – Encodes accordingly to the tipe

Returns:

None

See also

encode()

from_bytes(self, bytes content, scheme=None) → void
from_bytes(bytes content) → None

Recover the serialized plaintext from a binary/bytes string.

Parameters:

  • content – (bytes) Python bytes object containing the PyPtxt.

  • scheme – (:obj: str) String or type describing the scheme: * (‘int’, ‘integer’, int, 1, scheme_t.bfv) -> integer scheme. * (‘float’, ‘double’, float, 2, scheme_t.ckks) -> fractional scheme. * (3, scheme_t.bgv) -> integer scheme.

is_ntt_form(self) → bool

bool: Flag to quickly check if it is in NTT form

is_zero(self) → bool

bool: Flag to quickly check if it is empty

load(self, unicode fileName, scheme=None) → void
load(self, str fileName, scheme) → None

Load the plaintext from a file.

Parameters:

fileName – (str) Valid file where the plaintext is retrieved from.

Returns:

None

See also

to_Scheme_t()

save(self, unicode fileName, unicode compr_mode=u'zstd') → void
save(str fileName) → None

Save the plaintext into a file. The file can new one or exist already, in which case it will be overwriten.

Parameters:

  • fileName – (str) File where the plaintext will be stored.

  • compr_mode – (str) Compression mode. One of “none”, “zlib”, “zstd”.

Returns:

None

set_scale(self, double new_scale) → void
set_scale(double new_scale) → None

Sets the scale of the ciphertext.

Parameters:

scale (double) – new scale of the ciphertext.

to_bytes(self, unicode compr_mode=u'none') → bytes
to_bytes() → None

Serialize the plaintext into a binary/bytes string.

Parameters:

compr_mode – (str) Compression mode. One of “none”, “zlib”, “zstd”

Returns:

serialized plaintext

Return type:

bytes

to_poly_string(self) → string

str: Polynomial representation of the plaintext

_pyfhel

A pyfhel instance, used for operations

mod_level

returns the number of moduli consumed so far.

Only usable in ckks.

Type:

mod_level

scale

multiplying factor to encode values in ckks.

Type:

double

scale_bits

number of bits in scale to encode values in ckks

Type:

int

scheme

returns the scheme type.

Can be set to: 0-none, 1-bfv, 2-ckks, 3-bgv

See also

to_Scheme_t()

Type:

scheme