arnaucube
arnaucube/poulpyPublic Self-hosted repository
poulpy/core/src/ggsw_ciphertext.rs
core/src/ggsw_ciphertext.rsRaw
  1use backend::{
  2    Backend, FFT64, MatZnxDft, MatZnxDftAlloc, MatZnxDftOps, MatZnxDftScratch, Module, ScalarZnx, Scratch, VecZnxAlloc,
  3    VecZnxBigAlloc, VecZnxBigOps, VecZnxBigScratch, VecZnxDft, VecZnxDftAlloc, VecZnxDftOps, VecZnxOps, VecZnxToMut, ZnxInfos,
  4    ZnxZero,
  5};
  6use sampling::source::Source;
  7
  8use crate::{
  9    AutomorphismKey, GLWECiphertext, GLWECiphertextFourier, GLWESecret, GLWESwitchingKey, GetRow, Infos, ScratchCore, SetRow,
 10    TensorKey, div_ceil,
 11};
 12
 13pub struct GGSWCiphertext<C, B: Backend> {
 14    pub(crate) data: MatZnxDft<C, B>,
 15    pub(crate) basek: usize,
 16    pub(crate) k: usize,
 17    pub(crate) digits: usize,
 18}
 19
 20impl<B: Backend> GGSWCiphertext<Vec<u8>, B> {
 21    pub fn alloc(module: &Module<B>, basek: usize, k: usize, rows: usize, digits: usize, rank: usize) -> Self {
 22        Self {
 23            data: module.new_mat_znx_dft(div_ceil(rows, digits), rank + 1, rank + 1, div_ceil(basek, k)),
 24            basek,
 25            k: k,
 26            digits,
 27        }
 28    }
 29
 30    pub fn bytes_of(module: &Module<FFT64>, basek: usize, k: usize, rows: usize, digits: usize, rank: usize) -> usize {
 31        module.bytes_of_mat_znx_dft(div_ceil(rows, digits), rank + 1, rank + 1, div_ceil(basek, k))
 32    }
 33}
 34
 35impl<T, B: Backend> Infos for GGSWCiphertext<T, B> {
 36    type Inner = MatZnxDft<T, B>;
 37
 38    fn inner(&self) -> &Self::Inner {
 39        &self.data
 40    }
 41
 42    fn basek(&self) -> usize {
 43        self.basek
 44    }
 45
 46    fn k(&self) -> usize {
 47        self.k
 48    }
 49}
 50
 51impl<T, B: Backend> GGSWCiphertext<T, B> {
 52    pub fn rank(&self) -> usize {
 53        self.data.cols_out() - 1
 54    }
 55
 56    pub fn digits(&self) -> usize {
 57        self.digits
 58    }
 59}
 60
 61impl GGSWCiphertext<Vec<u8>, FFT64> {
 62    pub fn encrypt_sk_scratch_space(module: &Module<FFT64>, basek: usize, k: usize, rank: usize) -> usize {
 63        let size = div_ceil(basek, k);
 64        GLWECiphertext::encrypt_sk_scratch_space(module, basek, k)
 65            + module.bytes_of_vec_znx(rank + 1, size)
 66            + module.bytes_of_vec_znx(1, size)
 67            + module.bytes_of_vec_znx_dft(rank + 1, size)
 68    }
 69
 70    pub(crate) fn expand_row_scratch_space(
 71        module: &Module<FFT64>,
 72        basek: usize,
 73        self_k: usize,
 74        tsk_k: usize,
 75        rank: usize,
 76    ) -> usize {
 77        let tsk_size: usize = div_ceil(basek, tsk_k);
 78        let self_size: usize = div_ceil(basek, self_k);
 79        let tmp_dft_i: usize = module.bytes_of_vec_znx_dft(rank + 1, tsk_size);
 80        let tmp_dft_col_data: usize = module.bytes_of_vec_znx_dft(1, self_size);
 81        let vmp: usize = tmp_dft_col_data + module.vmp_apply_tmp_bytes(self_size, self_size, self_size, rank, rank, tsk_size);
 82        let tmp_idft: usize = module.bytes_of_vec_znx_big(1, tsk_size);
 83        let norm: usize = module.vec_znx_big_normalize_tmp_bytes();
 84        tmp_dft_i + ((tmp_dft_col_data + vmp) | (tmp_idft + norm))
 85    }
 86
 87    pub(crate) fn keyswitch_internal_col0_scratch_space(
 88        module: &Module<FFT64>,
 89        basek: usize,
 90        out_k: usize,
 91        in_k: usize,
 92        ksk_k: usize,
 93        rank: usize,
 94    ) -> usize {
 95        GLWECiphertext::keyswitch_from_fourier_scratch_space(module, basek, out_k, rank, in_k, rank, ksk_k)
 96            + module.bytes_of_vec_znx_dft(rank + 1, div_ceil(basek, in_k))
 97    }
 98
 99    pub fn keyswitch_scratch_space(
100        module: &Module<FFT64>,
101        basek: usize,
102        out_k: usize,
103        in_k: usize,
104        ksk_k: usize,
105        tsk_k: usize,
106        rank: usize,
107    ) -> usize {
108        let out_size: usize = div_ceil(basek, out_k);
109
110        let res_znx: usize = module.bytes_of_vec_znx(rank + 1, out_size);
111        let ci_dft: usize = module.bytes_of_vec_znx_dft(rank + 1, out_size);
112        let ks: usize = GGSWCiphertext::keyswitch_internal_col0_scratch_space(module, basek, out_k, in_k, ksk_k, rank);
113        let expand_rows: usize = GGSWCiphertext::expand_row_scratch_space(module, basek, out_k, tsk_k, rank);
114        let res_dft: usize = module.bytes_of_vec_znx_dft(rank + 1, out_size);
115        res_znx + ci_dft + (ks | expand_rows | res_dft)
116    }
117
118    pub fn keyswitch_inplace_scratch_space(
119        module: &Module<FFT64>,
120        basek: usize,
121        out_k: usize,
122        ksk_k: usize,
123        tsk_k: usize,
124        rank: usize,
125    ) -> usize {
126        GGSWCiphertext::keyswitch_scratch_space(module, basek, out_k, out_k, ksk_k, tsk_k, rank)
127    }
128
129    pub fn automorphism_scratch_space(
130        module: &Module<FFT64>,
131        basek: usize,
132        out_k: usize,
133        in_k: usize,
134        atk_k: usize,
135        tsk_k: usize,
136        rank: usize,
137    ) -> usize {
138        let cols: usize = rank + 1;
139        let out_size: usize = div_ceil(basek, out_k);
140        let res: usize = module.bytes_of_vec_znx(cols, out_size);
141        let res_dft: usize = module.bytes_of_vec_znx_dft(cols, out_size);
142        let ci_dft: usize = module.bytes_of_vec_znx_dft(cols, out_size);
143        let ks_internal: usize = GGSWCiphertext::keyswitch_internal_col0_scratch_space(module, basek, out_k, in_k, atk_k, rank);
144        let expand: usize = GGSWCiphertext::expand_row_scratch_space(module, basek, out_k, tsk_k, rank);
145        res + ci_dft + (ks_internal | expand | res_dft)
146    }
147
148    pub fn automorphism_inplace_scratch_space(
149        module: &Module<FFT64>,
150        basek: usize,
151        out_k: usize,
152        atk_k: usize,
153        tsk_k: usize,
154        rank: usize,
155    ) -> usize {
156        GGSWCiphertext::automorphism_scratch_space(module, basek, out_k, out_k, atk_k, tsk_k, rank)
157    }
158
159    pub fn external_product_scratch_space(
160        module: &Module<FFT64>,
161        basek: usize,
162        out_k: usize,
163        in_k: usize,
164        ggsw_k: usize,
165        rank: usize,
166    ) -> usize {
167        let tmp_in: usize = GLWECiphertextFourier::bytes_of(module, basek, in_k, rank);
168        let tmp_out: usize = GLWECiphertextFourier::bytes_of(module, basek, out_k, rank);
169        let ggsw: usize = GLWECiphertextFourier::external_product_scratch_space(module, basek, out_k, in_k, ggsw_k, rank);
170        tmp_in + tmp_out + ggsw
171    }
172
173    pub fn external_product_inplace_scratch_space(
174        module: &Module<FFT64>,
175        basek: usize,
176        out_k: usize,
177        ggsw_k: usize,
178        rank: usize,
179    ) -> usize {
180        let tmp: usize = GLWECiphertextFourier::bytes_of(module, basek, out_k, rank);
181        let ggsw: usize = GLWECiphertextFourier::external_product_inplace_scratch_space(module, basek, out_k, ggsw_k, rank);
182        tmp + ggsw
183    }
184}
185
186impl<DataSelf: AsMut<[u8]> + AsRef<[u8]>> GGSWCiphertext<DataSelf, FFT64> {
187    pub fn encrypt_sk<DataPt: AsRef<[u8]>, DataSk: AsRef<[u8]>>(
188        &mut self,
189        module: &Module<FFT64>,
190        pt: &ScalarZnx<DataPt>,
191        sk: &GLWESecret<DataSk, FFT64>,
192        source_xa: &mut Source,
193        source_xe: &mut Source,
194        sigma: f64,
195        scratch: &mut Scratch,
196    ) {
197        #[cfg(debug_assertions)]
198        {
199            assert_eq!(self.rank(), sk.rank());
200            assert_eq!(self.n(), module.n());
201            assert_eq!(pt.n(), module.n());
202            assert_eq!(sk.n(), module.n());
203        }
204
205        let basek: usize = self.basek();
206        let k: usize = self.k();
207        let rank: usize = self.rank();
208        let digits: usize = self.digits();
209
210        let (mut tmp_pt, scratch1) = scratch.tmp_glwe_pt(module, basek, k);
211        let (mut tmp_ct, scratch2) = scratch1.tmp_glwe_ct(module, basek, k, rank);
212
213        (0..self.rows()).for_each(|row_i| {
214            tmp_pt.data.zero();
215
216            // Adds the scalar_znx_pt to the i-th limb of the vec_znx_pt
217            module.vec_znx_add_scalar_inplace(&mut tmp_pt.data, 0, row_i * digits, pt, 0);
218            module.vec_znx_normalize_inplace(basek, &mut tmp_pt.data, 0, scratch2);
219
220            (0..rank + 1).for_each(|col_j| {
221                // rlwe encrypt of vec_znx_pt into vec_znx_ct
222
223                tmp_ct.encrypt_sk_private(
224                    module,
225                    Some((&tmp_pt, col_j)),
226                    sk,
227                    source_xa,
228                    source_xe,
229                    sigma,
230                    scratch2,
231                );
232
233                // Switch vec_znx_ct into DFT domain
234                {
235                    let (mut tmp_ct_dft, _) = scratch2.tmp_glwe_fourier(module, basek, k, rank);
236                    tmp_ct.dft(module, &mut tmp_ct_dft);
237                    self.set_row(module, row_i, col_j, &tmp_ct_dft);
238                }
239            });
240        });
241    }
242
243    pub(crate) fn expand_row<R, DataCi: AsRef<[u8]>, DataTsk: AsRef<[u8]>>(
244        &mut self,
245        module: &Module<FFT64>,
246        col_j: usize,
247        res: &mut R,
248        ci_dft: &VecZnxDft<DataCi, FFT64>,
249        tsk: &TensorKey<DataTsk, FFT64>,
250        scratch: &mut Scratch,
251    ) where
252        R: VecZnxToMut,
253    {
254        let cols: usize = self.rank() + 1;
255
256        assert!(
257            scratch.available() >= GGSWCiphertext::expand_row_scratch_space(module, self.basek(), self.k(), tsk.k(), self.rank())
258        );
259
260        // Example for rank 3:
261        //
262        // Note: M is a vector (m, Bm, B^2m, B^3m, ...), so each column is
263        // actually composed of that many rows and we focus on a specific row here
264        // implicitely given ci_dft.
265        //
266        // # Input
267        //
268        // col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0    , a1    , a2    )
269        // col 1: (0, 0, 0, 0)
270        // col 2: (0, 0, 0, 0)
271        // col 3: (0, 0, 0, 0)
272        //
273        // # Output
274        //
275        // col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0       , a1       , a2       )
276        // col 1: (-(b0s0 + b1s1 + b2s2)       , b0 + M[i], b1       , b2       )
277        // col 2: (-(c0s0 + c1s1 + c2s2)       , c0       , c1 + M[i], c2       )
278        // col 3: (-(d0s0 + d1s1 + d2s2)       , d0       , d1       , d2 + M[i])
279
280        let (mut tmp_dft_i, scratch1) = scratch.tmp_vec_znx_dft(module, cols, tsk.size());
281        {
282            let (mut tmp_dft_col_data, scratch2) = scratch1.tmp_vec_znx_dft(module, 1, self.size());
283
284            // Performs a key-switch for each combination of s[i]*s[j], i.e. for a0, a1, a2
285            //
286            // # Example for col=1
287            //
288            // a0 * (-(f0s0 + f1s1 + f1s2) + s0^2, f0, f1, f2) = (-(a0f0s0 + a0f1s1 + a0f1s2) + a0s0^2, a0f0, a0f1, a0f2)
289            // +
290            // a1 * (-(g0s0 + g1s1 + g1s2) + s0s1, g0, g1, g2) = (-(a1g0s0 + a1g1s1 + a1g1s2) + a1s0s1, a1g0, a1g1, a1g2)
291            // +
292            // a2 * (-(h0s0 + h1s1 + h1s2) + s0s2, h0, h1, h2) = (-(a2h0s0 + a2h1s1 + a2h1s2) + a2s0s2, a2h0, a2h1, a2h2)
293            // =
294            // (-(x0s0 + x1s1 + x2s2) + s0(a0s0 + a1s1 + a2s2), x0, x1, x2)
295            (1..cols).for_each(|col_i| {
296                // Extracts a[i] and multipies with Enc(s[i]s[j])
297                tmp_dft_col_data.extract_column(0, ci_dft, col_i);
298
299                if col_i == 1 {
300                    module.vmp_apply(
301                        &mut tmp_dft_i,
302                        &tmp_dft_col_data,
303                        &tsk.at(col_i - 1, col_j - 1).0.data, // Selects Enc(s[i]s[j])
304                        scratch2,
305                    );
306                } else {
307                    module.vmp_apply_add(
308                        &mut tmp_dft_i,
309                        &tmp_dft_col_data,
310                        &tsk.at(col_i - 1, col_j - 1).0.data, // Selects Enc(s[i]s[j])
311                        scratch2,
312                    );
313                }
314            });
315        }
316
317        // Adds -(sum a[i] * s[i]) + m)  on the i-th column of tmp_idft_i
318        //
319        // (-(x0s0 + x1s1 + x2s2) + a0s0s0 + a1s0s1 + a2s0s2, x0, x1, x2)
320        // +
321        // (0, -(a0s0 + a1s1 + a2s2) + M[i], 0, 0)
322        // =
323        // (-(x0s0 + x1s1 + x2s2) + s0(a0s0 + a1s1 + a2s2), x0 -(a0s0 + a1s1 + a2s2) + M[i], x1, x2)
324        // =
325        // (-(x0s0 + x1s1 + x2s2), x0 + M[i], x1, x2)
326        module.vec_znx_dft_add_inplace(&mut tmp_dft_i, col_j, ci_dft, 0);
327        let (mut tmp_idft, scratch2) = scratch1.tmp_vec_znx_big(module, 1, tsk.size());
328        (0..cols).for_each(|i| {
329            module.vec_znx_idft_tmp_a(&mut tmp_idft, 0, &mut tmp_dft_i, i);
330            module.vec_znx_big_normalize(self.basek(), res, i, &tmp_idft, 0, scratch2);
331        });
332    }
333
334    pub fn keyswitch<DataLhs: AsRef<[u8]>, DataKsk: AsRef<[u8]>, DataTsk: AsRef<[u8]>>(
335        &mut self,
336        module: &Module<FFT64>,
337        lhs: &GGSWCiphertext<DataLhs, FFT64>,
338        ksk: &GLWESwitchingKey<DataKsk, FFT64>,
339        tsk: &TensorKey<DataTsk, FFT64>,
340        scratch: &mut Scratch,
341    ) {
342        let rank: usize = self.rank();
343        let cols: usize = rank + 1;
344        let basek: usize = self.basek();
345
346        let (mut tmp_res, scratch1) = scratch.tmp_glwe_ct(module, basek, self.k(), rank);
347        let (mut ci_dft, scratch2) = scratch1.tmp_vec_znx_dft(module, cols, lhs.size());
348
349        // Keyswitch the j-th row of the col 0
350        (0..lhs.rows()).for_each(|row_i| {
351            // Key-switch column 0, i.e.
352            // col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0, a1, a2) -> (-(a0s0' + a1s1' + a2s2') + M[i], a0, a1, a2)
353            lhs.keyswitch_internal_col0(module, row_i, &mut tmp_res, ksk, scratch2);
354
355            // Isolates DFT(a[i])
356            (0..cols).for_each(|col_i| {
357                module.vec_znx_dft(&mut ci_dft, col_i, &tmp_res.data, col_i);
358            });
359
360            module.vmp_prepare_row(&mut self.data, row_i, 0, &ci_dft);
361
362            // Generates
363            //
364            // col 1: (-(b0s0' + b1s1' + b2s2')    , b0 + M[i], b1       , b2       )
365            // col 2: (-(c0s0' + c1s1' + c2s2')    , c0       , c1 + M[i], c2       )
366            // col 3: (-(d0s0' + d1s1' + d2s2')    , d0       , d1       , d2 + M[i])
367            (1..cols).for_each(|col_j| {
368                self.expand_row(module, col_j, &mut tmp_res.data, &ci_dft, tsk, scratch2);
369                let (mut tmp_res_dft, _) = scratch2.tmp_glwe_fourier(module, basek, self.k(), rank);
370                tmp_res.dft(module, &mut tmp_res_dft);
371                self.set_row(module, row_i, col_j, &tmp_res_dft);
372            });
373        })
374    }
375
376    pub fn keyswitch_inplace<DataKsk: AsRef<[u8]>, DataTsk: AsRef<[u8]>>(
377        &mut self,
378        module: &Module<FFT64>,
379        ksk: &GLWESwitchingKey<DataKsk, FFT64>,
380        tsk: &TensorKey<DataTsk, FFT64>,
381        scratch: &mut Scratch,
382    ) {
383        unsafe {
384            let self_ptr: *mut GGSWCiphertext<DataSelf, FFT64> = self as *mut GGSWCiphertext<DataSelf, FFT64>;
385            self.keyswitch(module, &*self_ptr, ksk, tsk, scratch);
386        }
387    }
388
389    pub fn automorphism<DataLhs: AsRef<[u8]>, DataAk: AsRef<[u8]>, DataTsk: AsRef<[u8]>>(
390        &mut self,
391        module: &Module<FFT64>,
392        lhs: &GGSWCiphertext<DataLhs, FFT64>,
393        auto_key: &AutomorphismKey<DataAk, FFT64>,
394        tensor_key: &TensorKey<DataTsk, FFT64>,
395        scratch: &mut Scratch,
396    ) {
397        #[cfg(debug_assertions)]
398        {
399            assert_eq!(
400                self.rank(),
401                lhs.rank(),
402                "ggsw_out rank: {} != ggsw_in rank: {}",
403                self.rank(),
404                lhs.rank()
405            );
406            assert_eq!(
407                self.rank(),
408                auto_key.rank(),
409                "ggsw_in rank: {} != auto_key rank: {}",
410                self.rank(),
411                auto_key.rank()
412            );
413            assert_eq!(
414                self.rank(),
415                tensor_key.rank(),
416                "ggsw_in rank: {} != tensor_key rank: {}",
417                self.rank(),
418                tensor_key.rank()
419            );
420            assert!(
421                scratch.available()
422                    >= GGSWCiphertext::automorphism_scratch_space(
423                        module,
424                        self.basek(),
425                        self.k(),
426                        lhs.k(),
427                        auto_key.k(),
428                        tensor_key.k(),
429                        self.rank()
430                    )
431            )
432        };
433
434        let rank: usize = self.rank();
435        let cols: usize = rank + 1;
436        let basek: usize = self.basek();
437
438        let (mut tmp_res, scratch1) = scratch.tmp_glwe_ct(module, basek, self.k(), rank);
439        let (mut ci_dft, scratch2) = scratch1.tmp_vec_znx_dft(module, cols, lhs.size());
440
441        // Keyswitch the j-th row of the col 0
442        (0..lhs.rows()).for_each(|row_i| {
443            // Key-switch column 0, i.e.
444            // col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0, a1, a2) -> (-(a0pi^-1(s0) + a1pi^-1(s1) + a2pi^-1(s2)) + M[i], a0, a1, a2)
445            lhs.keyswitch_internal_col0(module, row_i, &mut tmp_res, &auto_key.key, scratch2);
446
447            // Isolates DFT(AUTO(a[i]))
448            (0..cols).for_each(|col_i| {
449                // (-(a0pi^-1(s0) + a1pi^-1(s1) + a2pi^-1(s2)) + M[i], a0, a1, a2) -> (-(a0s0 + a1s1 + a2s2) + pi(M[i]), a0, a1, a2)
450                module.vec_znx_automorphism_inplace(auto_key.p(), &mut tmp_res.data, col_i);
451                module.vec_znx_dft(&mut ci_dft, col_i, &tmp_res.data, col_i);
452            });
453
454            module.vmp_prepare_row(&mut self.data, row_i, 0, &ci_dft);
455
456            // Generates
457            //
458            // col 1: (-(b0s0 + b1s1 + b2s2)    , b0 + pi(M[i]), b1           , b2           )
459            // col 2: (-(c0s0 + c1s1 + c2s2)    , c0           , c1 + pi(M[i]), c2           )
460            // col 3: (-(d0s0 + d1s1 + d2s2)    , d0           , d1           , d2 + pi(M[i]))
461            (1..cols).for_each(|col_j| {
462                self.expand_row(
463                    module,
464                    col_j,
465                    &mut tmp_res.data,
466                    &ci_dft,
467                    tensor_key,
468                    scratch2,
469                );
470                let (mut tmp_res_dft, _) = scratch2.tmp_glwe_fourier(module, basek, self.k(), rank);
471                tmp_res.dft(module, &mut tmp_res_dft);
472                self.set_row(module, row_i, col_j, &tmp_res_dft);
473            });
474        })
475    }
476
477    pub fn automorphism_inplace<DataKsk: AsRef<[u8]>, DataTsk: AsRef<[u8]>>(
478        &mut self,
479        module: &Module<FFT64>,
480        auto_key: &AutomorphismKey<DataKsk, FFT64>,
481        tensor_key: &TensorKey<DataTsk, FFT64>,
482        scratch: &mut Scratch,
483    ) {
484        unsafe {
485            let self_ptr: *mut GGSWCiphertext<DataSelf, FFT64> = self as *mut GGSWCiphertext<DataSelf, FFT64>;
486            self.automorphism(module, &*self_ptr, auto_key, tensor_key, scratch);
487        }
488    }
489
490    pub fn external_product<DataLhs: AsRef<[u8]>, DataRhs: AsRef<[u8]>>(
491        &mut self,
492        module: &Module<FFT64>,
493        lhs: &GGSWCiphertext<DataLhs, FFT64>,
494        rhs: &GGSWCiphertext<DataRhs, FFT64>,
495        scratch: &mut Scratch,
496    ) {
497        #[cfg(debug_assertions)]
498        {
499            assert_eq!(
500                self.rank(),
501                lhs.rank(),
502                "ggsw_out rank: {} != ggsw_in rank: {}",
503                self.rank(),
504                lhs.rank()
505            );
506            assert_eq!(
507                self.rank(),
508                rhs.rank(),
509                "ggsw_in rank: {} != ggsw_apply rank: {}",
510                self.rank(),
511                rhs.rank()
512            );
513        }
514
515        let (mut tmp_ct_in, scratch1) = scratch.tmp_glwe_fourier(module, lhs.basek(), lhs.k(), lhs.rank());
516        let (mut tmp_ct_out, scratch2) = scratch1.tmp_glwe_fourier(module, self.basek(), self.k(), self.rank());
517
518        (0..self.rank() + 1).for_each(|col_i| {
519            (0..self.rows()).for_each(|row_j| {
520                lhs.get_row(module, row_j, col_i, &mut tmp_ct_in);
521                tmp_ct_out.external_product(module, &tmp_ct_in, rhs, scratch2);
522                self.set_row(module, row_j, col_i, &tmp_ct_out);
523            });
524        });
525
526        tmp_ct_out.data.zero();
527
528        (self.rows().min(lhs.rows())..self.rows()).for_each(|row_i| {
529            (0..self.rank() + 1).for_each(|col_j| {
530                self.set_row(module, row_i, col_j, &tmp_ct_out);
531            });
532        });
533    }
534
535    pub fn external_product_inplace<DataRhs: AsRef<[u8]>>(
536        &mut self,
537        module: &Module<FFT64>,
538        rhs: &GGSWCiphertext<DataRhs, FFT64>,
539        scratch: &mut Scratch,
540    ) {
541        #[cfg(debug_assertions)]
542        {
543            assert_eq!(
544                self.rank(),
545                rhs.rank(),
546                "ggsw_out rank: {} != ggsw_apply: {}",
547                self.rank(),
548                rhs.rank()
549            );
550        }
551
552        let (mut tmp_ct, scratch1) = scratch.tmp_glwe_fourier(module, self.basek(), self.k(), self.rank());
553
554        (0..self.rank() + 1).for_each(|col_i| {
555            (0..self.rows()).for_each(|row_j| {
556                self.get_row(module, row_j, col_i, &mut tmp_ct);
557                tmp_ct.external_product_inplace(module, rhs, scratch1);
558                self.set_row(module, row_j, col_i, &tmp_ct);
559            });
560        });
561    }
562}
563
564impl<DataSelf: AsRef<[u8]>> GGSWCiphertext<DataSelf, FFT64> {
565    pub(crate) fn keyswitch_internal_col0<DataRes: AsMut<[u8]> + AsRef<[u8]>, DataKsk: AsRef<[u8]>>(
566        &self,
567        module: &Module<FFT64>,
568        row_i: usize,
569        res: &mut GLWECiphertext<DataRes>,
570        ksk: &GLWESwitchingKey<DataKsk, FFT64>,
571        scratch: &mut Scratch,
572    ) {
573        #[cfg(debug_assertions)]
574        {
575            assert_eq!(self.rank(), ksk.rank());
576            assert_eq!(res.rank(), ksk.rank());
577            assert!(
578                scratch.available()
579                    >= GGSWCiphertext::keyswitch_internal_col0_scratch_space(
580                        module,
581                        self.basek(),
582                        res.k(),
583                        self.k(),
584                        ksk.k(),
585                        ksk.rank()
586                    )
587            )
588        }
589        let (mut tmp_dft_dft, scratch1) = scratch.tmp_glwe_fourier(module, self.basek(), self.k(), self.rank());
590        self.get_row(module, row_i, 0, &mut tmp_dft_dft);
591        res.keyswitch_from_fourier(module, &tmp_dft_dft, ksk, scratch1);
592    }
593}
594
595impl<DataSelf: AsRef<[u8]>> GetRow<FFT64> for GGSWCiphertext<DataSelf, FFT64> {
596    fn get_row<R: AsMut<[u8]> + AsRef<[u8]>>(
597        &self,
598        module: &Module<FFT64>,
599        row_i: usize,
600        col_j: usize,
601        res: &mut GLWECiphertextFourier<R, FFT64>,
602    ) {
603        module.vmp_extract_row(&mut res.data, &self.data, row_i, col_j);
604    }
605}
606
607impl<DataSelf: AsMut<[u8]> + AsRef<[u8]>> SetRow<FFT64> for GGSWCiphertext<DataSelf, FFT64> {
608    fn set_row<R: AsRef<[u8]>>(
609        &mut self,
610        module: &Module<FFT64>,
611        row_i: usize,
612        col_j: usize,
613        a: &GLWECiphertextFourier<R, FFT64>,
614    ) {
615        module.vmp_prepare_row(&mut self.data, row_i, col_j, &a.data);
616    }
617}