/*- * Copyright 2016 Vsevolod Stakhov * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "shingles.h" #include "fstring.h" #include "cryptobox.h" #include "images.h" #include "libstat/stat_api.h" #define SHINGLES_WINDOW 3 #define SHINGLES_KEY_SIZE rspamd_cryptobox_SIPKEYBYTES static guint rspamd_shingles_keys_hash(gconstpointer k) { return rspamd_cryptobox_fast_hash(k, SHINGLES_KEY_SIZE, rspamd_hash_seed()); } static gboolean rspamd_shingles_keys_equal(gconstpointer k1, gconstpointer k2) { return (memcmp(k1, k2, SHINGLES_KEY_SIZE) == 0); } static void rspamd_shingles_keys_free(gpointer p) { guchar **k = p; guint i; for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { g_free(k[i]); } g_free(k); } static guchar ** rspamd_shingles_keys_new(void) { guchar **k; guint i; k = g_malloc0(sizeof(guchar *) * RSPAMD_SHINGLE_SIZE); for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { k[i] = g_malloc0(sizeof(guchar) * SHINGLES_KEY_SIZE); } return k; } static guchar ** rspamd_shingles_get_keys_cached(const guchar key[SHINGLES_KEY_SIZE]) { static GHashTable *ht = NULL; guchar **keys = NULL, *key_cpy; rspamd_cryptobox_hash_state_t bs; const guchar *cur_key; guchar shabuf[rspamd_cryptobox_HASHBYTES], *out_key; guint i; if (ht == NULL) { ht = g_hash_table_new_full(rspamd_shingles_keys_hash, rspamd_shingles_keys_equal, g_free, rspamd_shingles_keys_free); } else { keys = g_hash_table_lookup(ht, key); } if (keys == NULL) { keys = rspamd_shingles_keys_new(); key_cpy = g_malloc(SHINGLES_KEY_SIZE); memcpy(key_cpy, key, SHINGLES_KEY_SIZE); /* Generate keys */ rspamd_cryptobox_hash_init(&bs, NULL, 0); cur_key = key; for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { /* * To generate a set of hashes we just apply sha256 to the * initial key as many times as many hashes are required and * xor left and right parts of sha256 to get a single 16 bytes SIP key. */ out_key = keys[i]; rspamd_cryptobox_hash_update(&bs, cur_key, 16); rspamd_cryptobox_hash_final(&bs, shabuf); memcpy(out_key, shabuf, 16); rspamd_cryptobox_hash_init(&bs, NULL, 0); cur_key = out_key; } g_hash_table_insert(ht, key_cpy, keys); } return keys; } struct rspamd_shingle *RSPAMD_OPTIMIZE("unroll-loops") rspamd_shingles_from_text(GArray *input, const guchar key[16], rspamd_mempool_t *pool, rspamd_shingles_filter filter, gpointer filterd, enum rspamd_shingle_alg alg) { struct rspamd_shingle *res; guint64 **hashes; guchar **keys; rspamd_fstring_t *row; rspamd_stat_token_t *word; guint64 val; gint i, j, k; gsize hlen, ilen = 0, beg = 0, widx = 0; enum rspamd_cryptobox_fast_hash_type ht; if (pool != NULL) { res = rspamd_mempool_alloc(pool, sizeof(*res)); } else { res = g_malloc(sizeof(*res)); } row = rspamd_fstring_sized_new(256); for (i = 0; i < input->len; i++) { word = &g_array_index(input, rspamd_stat_token_t, i); if (!((word->flags & RSPAMD_STAT_TOKEN_FLAG_SKIPPED) || word->stemmed.len == 0)) { ilen++; } } /* Init hashes pipes and keys */ hashes = g_malloc(sizeof(*hashes) * RSPAMD_SHINGLE_SIZE); hlen = ilen > SHINGLES_WINDOW ? (ilen - SHINGLES_WINDOW + 1) : 1; keys = rspamd_shingles_get_keys_cached(key); for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { hashes[i] = g_malloc(hlen * sizeof(guint64)); } /* Now parse input words into a vector of hashes using rolling window */ if (alg == RSPAMD_SHINGLES_OLD) { for (i = 0; i <= (gint) ilen; i++) { if (i - beg >= SHINGLES_WINDOW || i == (gint) ilen) { for (j = beg; j < i; j++) { word = NULL; while (widx < input->len) { word = &g_array_index(input, rspamd_stat_token_t, widx); if ((word->flags & RSPAMD_STAT_TOKEN_FLAG_SKIPPED) || word->stemmed.len == 0) { widx++; } else { break; } } if (word == NULL) { /* Nothing but exceptions */ for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { g_free(hashes[i]); } g_free(hashes); if (pool == NULL) { g_free(res); } rspamd_fstring_free(row); return NULL; } row = rspamd_fstring_append(row, word->stemmed.begin, word->stemmed.len); } /* Now we need to create a new row here */ for (j = 0; j < RSPAMD_SHINGLE_SIZE; j++) { rspamd_cryptobox_siphash((guchar *) &val, row->str, row->len, keys[j]); g_assert(hlen > beg); hashes[j][beg] = val; } beg++; widx++; row = rspamd_fstring_assign(row, "", 0); } } } else { guint64 window[SHINGLES_WINDOW * RSPAMD_SHINGLE_SIZE], seed; switch (alg) { case RSPAMD_SHINGLES_XXHASH: ht = RSPAMD_CRYPTOBOX_XXHASH64; break; case RSPAMD_SHINGLES_MUMHASH: ht = RSPAMD_CRYPTOBOX_MUMHASH; break; default: ht = RSPAMD_CRYPTOBOX_HASHFAST_INDEPENDENT; break; } memset(window, 0, sizeof(window)); for (i = 0; i <= ilen; i++) { if (i - beg >= SHINGLES_WINDOW || i == ilen) { for (j = 0; j < RSPAMD_SHINGLE_SIZE; j++) { /* Shift hashes window to right */ for (k = 0; k < SHINGLES_WINDOW - 1; k++) { window[j * SHINGLES_WINDOW + k] = window[j * SHINGLES_WINDOW + k + 1]; } word = NULL; while (widx < input->len) { word = &g_array_index(input, rspamd_stat_token_t, widx); if ((word->flags & RSPAMD_STAT_TOKEN_FLAG_SKIPPED) || word->stemmed.len == 0) { widx++; } else { break; } } if (word == NULL) { /* Nothing but exceptions */ for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { g_free(hashes[i]); } if (pool == NULL) { g_free(res); } g_free(hashes); rspamd_fstring_free(row); return NULL; } /* Insert the last element to the pipe */ memcpy(&seed, keys[j], sizeof(seed)); window[j * SHINGLES_WINDOW + SHINGLES_WINDOW - 1] = rspamd_cryptobox_fast_hash_specific(ht, word->stemmed.begin, word->stemmed.len, seed); val = 0; for (k = 0; k < SHINGLES_WINDOW; k++) { val ^= window[j * SHINGLES_WINDOW + k] >> (8 * (SHINGLES_WINDOW - k - 1)); } g_assert(hlen > beg); hashes[j][beg] = val; } beg++; widx++; } } } /* Now we need to filter all hashes and make a shingles result */ for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { res->hashes[i] = filter(hashes[i], hlen, i, key, filterd); g_free(hashes[i]); } g_free(hashes); rspamd_fstring_free(row); return res; } struct rspamd_shingle *RSPAMD_OPTIMIZE("unroll-loops") rspamd_shingles_from_image(guchar *dct, const guchar key[16], rspamd_mempool_t *pool, rspamd_shingles_filter filter, gpointer filterd, enum rspamd_shingle_alg alg) { struct rspamd_shingle *shingle; guint64 **hashes; guchar **keys; guint64 d; guint64 val; gint i, j; gsize hlen, beg = 0; enum rspamd_cryptobox_fast_hash_type ht; guint64 res[SHINGLES_WINDOW * RSPAMD_SHINGLE_SIZE], seed; if (pool != NULL) { shingle = rspamd_mempool_alloc(pool, sizeof(*shingle)); } else { shingle = g_malloc(sizeof(*shingle)); } /* Init hashes pipes and keys */ hashes = g_malloc(sizeof(*hashes) * RSPAMD_SHINGLE_SIZE); hlen = RSPAMD_DCT_LEN / NBBY + 1; keys = rspamd_shingles_get_keys_cached(key); for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { hashes[i] = g_malloc(hlen * sizeof(guint64)); } switch (alg) { case RSPAMD_SHINGLES_OLD: ht = RSPAMD_CRYPTOBOX_MUMHASH; break; case RSPAMD_SHINGLES_XXHASH: ht = RSPAMD_CRYPTOBOX_XXHASH64; break; case RSPAMD_SHINGLES_MUMHASH: ht = RSPAMD_CRYPTOBOX_MUMHASH; break; default: ht = RSPAMD_CRYPTOBOX_HASHFAST_INDEPENDENT; break; } memset(res, 0, sizeof(res)); #define INNER_CYCLE_SHINGLES(s, e) \ for (j = (s); j < (e); j++) { \ d = dct[beg]; \ memcpy(&seed, keys[j], sizeof(seed)); \ val = rspamd_cryptobox_fast_hash_specific(ht, \ &d, sizeof(d), \ seed); \ hashes[j][beg] = val; \ } for (i = 0; i < RSPAMD_DCT_LEN / NBBY; i++) { INNER_CYCLE_SHINGLES(0, RSPAMD_SHINGLE_SIZE / 4); INNER_CYCLE_SHINGLES(RSPAMD_SHINGLE_SIZE / 4, RSPAMD_SHINGLE_SIZE / 2); INNER_CYCLE_SHINGLES(RSPAMD_SHINGLE_SIZE / 2, 3 * RSPAMD_SHINGLE_SIZE / 4); INNER_CYCLE_SHINGLES(3 * RSPAMD_SHINGLE_SIZE / 4, RSPAMD_SHINGLE_SIZE); beg++; } #undef INNER_CYCLE_SHINGLES /* Now we need to filter all hashes and make a shingles result */ for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { shingle->hashes[i] = filter(hashes[i], hlen, i, key, filterd); g_free(hashes[i]); } g_free(hashes); return shingle; } guint64 rspamd_shingles_default_filter(guint64 *input, gsize count, gint shno, const guchar *key, gpointer ud) { guint64 minimal = G_MAXUINT64; gsize i; for (i = 0; i < count; i++) { if (minimal > input[i]) { minimal = input[i]; } } return minimal; } gdouble rspamd_shingles_compare(const struct rspamd_shingle *a, const struct rspamd_shingle *b) { gint i, common = 0; for (i = 0; i < RSPAMD_SHINGLE_SIZE; i++) { if (a->hashes[i] == b->hashes[i]) { common++; } } return (gdouble) common / (gdouble) RSPAMD_SHINGLE_SIZE; }