Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2015 Cisco and/or its affiliates. |
| 3 | * Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | * you may not use this file except in compliance with the License. |
| 5 | * You may obtain a copy of the License at: |
| 6 | * |
| 7 | * http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | * |
| 9 | * Unless required by applicable law or agreed to in writing, software |
| 10 | * distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | * See the License for the specific language governing permissions and |
| 13 | * limitations under the License. |
| 14 | */ |
| 15 | /* |
| 16 | Copyright (c) 2001, 2002, 2003, 2005 Eliot Dresselhaus |
| 17 | |
| 18 | Permission is hereby granted, free of charge, to any person obtaining |
| 19 | a copy of this software and associated documentation files (the |
| 20 | "Software"), to deal in the Software without restriction, including |
| 21 | without limitation the rights to use, copy, modify, merge, publish, |
| 22 | distribute, sublicense, and/or sell copies of the Software, and to |
| 23 | permit persons to whom the Software is furnished to do so, subject to |
| 24 | the following conditions: |
| 25 | |
| 26 | The above copyright notice and this permission notice shall be |
| 27 | included in all copies or substantial portions of the Software. |
| 28 | |
| 29 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, |
| 30 | EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF |
| 31 | MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND |
| 32 | NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE |
| 33 | LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION |
| 34 | OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION |
| 35 | WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
| 36 | */ |
| 37 | |
| 38 | #include <vppinfra/bitmap.h> |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 39 | #include <vppinfra/bitops.h> /* for next_with_same_number_of_set_bits */ |
| 40 | #include <vppinfra/error.h> /* for ASSERT */ |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 41 | #include <vppinfra/mem.h> |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 42 | #include <vppinfra/os.h> /* for os_panic */ |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 43 | #include <vppinfra/vec.h> |
| 44 | #include <vppinfra/zvec.h> |
| 45 | |
| 46 | /* Consider coding as bitmap, coding = 2^c_0 + 2^c_1 + ... + 2^c_n |
| 47 | With c_0 < c_1 < ... < c_n. coding == 0 represents c_n = BITS (uword). |
| 48 | |
| 49 | Unsigned integers i = 0 ... are represented as follows: |
| 50 | |
| 51 | 0 <= i < 2^c_0 (i << 1) | (1 << 0) binary: i 1 |
| 52 | 2^c_0 <= i < 2^c_0 + 2^c_1 (i << 2) | (1 << 1) binary: i 1 0 |
| 53 | ... binary: i 0 ... 0 |
| 54 | |
| 55 | Smaller numbers use less bits. Coding is chosen so that encoding |
| 56 | of given histogram of typical values gives smallest number of bits. |
| 57 | The number and position of coding bits c_i are used to best fit the |
| 58 | histogram of typical values. |
| 59 | */ |
| 60 | |
| 61 | /* Decode given compressed data. Return number of compressed data |
| 62 | bits used. */ |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 63 | uword |
| 64 | zvec_decode (uword coding, uword zdata, uword * n_zdata_bits) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 65 | { |
| 66 | uword c, d, result, n_bits; |
| 67 | uword explicit_end, implicit_end; |
| 68 | |
| 69 | result = 0; |
| 70 | n_bits = 0; |
| 71 | while (1) |
| 72 | { |
| 73 | c = first_set (coding); |
| 74 | implicit_end = c == coding; |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 75 | explicit_end = (zdata & 1) & ~implicit_end; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 76 | d = (zdata >> explicit_end) & (c - 1); |
| 77 | if (explicit_end | implicit_end) |
| 78 | { |
| 79 | result += d; |
| 80 | n_bits += min_log2 (c) + explicit_end; |
| 81 | break; |
| 82 | } |
| 83 | n_bits += 1; |
| 84 | result += c; |
| 85 | coding ^= c; |
| 86 | zdata >>= 1; |
| 87 | } |
| 88 | |
| 89 | if (coding == 0) |
| 90 | n_bits = BITS (uword); |
| 91 | |
| 92 | *n_zdata_bits = n_bits; |
| 93 | return result; |
| 94 | } |
| 95 | |
| 96 | uword |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 97 | zvec_encode (uword coding, uword data, uword * n_result_bits) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 98 | { |
| 99 | uword c, shift, result; |
| 100 | uword explicit_end, implicit_end; |
| 101 | |
| 102 | /* Data must be in range. Note special coding == 0 |
| 103 | would break for data - 1 <= coding. */ |
| 104 | ASSERT (data <= coding - 1); |
| 105 | |
| 106 | shift = 0; |
| 107 | while (1) |
| 108 | { |
| 109 | c = first_set (coding); |
| 110 | implicit_end = c == coding; |
| 111 | explicit_end = ((data & (c - 1)) == data); |
| 112 | if (explicit_end | implicit_end) |
| 113 | { |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 114 | uword t = explicit_end & ~implicit_end; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 115 | result = ((data << t) | t) << shift; |
| 116 | *n_result_bits = |
| 117 | /* data bits */ (c == 0 ? BITS (uword) : min_log2 (c)) |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 118 | /* shift bits */ + shift + t; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 119 | return result; |
| 120 | } |
| 121 | data -= c; |
| 122 | coding ^= c; |
| 123 | shift++; |
| 124 | } |
| 125 | |
| 126 | /* Never reached. */ |
| 127 | ASSERT (0); |
| 128 | return ~0; |
| 129 | } |
| 130 | |
| 131 | always_inline uword |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 132 | get_data (void *data, uword data_bytes, uword is_signed) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 133 | { |
| 134 | if (data_bytes == 1) |
| 135 | return is_signed ? zvec_signed_to_unsigned (*(i8 *) data) : *(u8 *) data; |
| 136 | else if (data_bytes == 2) |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 137 | return is_signed ? zvec_signed_to_unsigned (*(i16 *) data) : *(u16 *) |
| 138 | data; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 139 | else if (data_bytes == 4) |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 140 | return is_signed ? zvec_signed_to_unsigned (*(i32 *) data) : *(u32 *) |
| 141 | data; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 142 | else if (data_bytes == 8) |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 143 | return is_signed ? zvec_signed_to_unsigned (*(i64 *) data) : *(u64 *) |
| 144 | data; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 145 | else |
| 146 | { |
| 147 | os_panic (); |
| 148 | return ~0; |
| 149 | } |
| 150 | } |
| 151 | |
| 152 | always_inline void |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 153 | put_data (void *data, uword data_bytes, uword is_signed, uword x) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 154 | { |
| 155 | if (data_bytes == 1) |
| 156 | { |
| 157 | if (is_signed) |
| 158 | *(i8 *) data = zvec_unsigned_to_signed (x); |
| 159 | else |
| 160 | *(u8 *) data = x; |
| 161 | } |
| 162 | else if (data_bytes == 2) |
| 163 | { |
| 164 | if (is_signed) |
| 165 | *(i16 *) data = zvec_unsigned_to_signed (x); |
| 166 | else |
| 167 | *(u16 *) data = x; |
| 168 | } |
| 169 | else if (data_bytes == 4) |
| 170 | { |
| 171 | if (is_signed) |
| 172 | *(i32 *) data = zvec_unsigned_to_signed (x); |
| 173 | else |
| 174 | *(u32 *) data = x; |
| 175 | } |
| 176 | else if (data_bytes == 8) |
| 177 | { |
| 178 | if (is_signed) |
| 179 | *(i64 *) data = zvec_unsigned_to_signed (x); |
| 180 | else |
| 181 | *(u64 *) data = x; |
| 182 | } |
| 183 | else |
| 184 | { |
| 185 | os_panic (); |
| 186 | } |
| 187 | } |
| 188 | |
| 189 | always_inline uword * |
| 190 | zvec_encode_inline (uword * zvec, |
| 191 | uword * zvec_n_bits, |
| 192 | uword coding, |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 193 | void *data, |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 194 | uword data_stride, |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 195 | uword n_data, uword data_bytes, uword is_signed) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 196 | { |
| 197 | uword i; |
| 198 | |
| 199 | i = *zvec_n_bits; |
| 200 | while (n_data >= 1) |
| 201 | { |
| 202 | uword d0, z0, l0; |
| 203 | |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 204 | d0 = get_data (data + 0 * data_stride, data_bytes, is_signed); |
| 205 | data += 1 * data_stride; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 206 | n_data -= 1; |
| 207 | |
| 208 | z0 = zvec_encode (coding, d0, &l0); |
| 209 | zvec = clib_bitmap_set_multiple (zvec, i, z0, l0); |
| 210 | i += l0; |
| 211 | } |
| 212 | |
| 213 | *zvec_n_bits = i; |
| 214 | return zvec; |
| 215 | } |
| 216 | |
| 217 | #define _(TYPE,IS_SIGNED) \ |
| 218 | uword * zvec_encode_##TYPE (uword * zvec, \ |
| 219 | uword * zvec_n_bits, \ |
| 220 | uword coding, \ |
| 221 | void * data, \ |
| 222 | uword data_stride, \ |
| 223 | uword n_data) \ |
| 224 | { \ |
| 225 | return zvec_encode_inline (zvec, zvec_n_bits, \ |
| 226 | coding, \ |
| 227 | data, data_stride, n_data, \ |
| 228 | /* data_bytes */ sizeof (TYPE), \ |
| 229 | /* is_signed */ IS_SIGNED); \ |
| 230 | } |
| 231 | |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 232 | _(u8, /* is_signed */ 0); |
| 233 | _(u16, /* is_signed */ 0); |
| 234 | _(u32, /* is_signed */ 0); |
| 235 | _(u64, /* is_signed */ 0); |
| 236 | _(i8, /* is_signed */ 1); |
| 237 | _(i16, /* is_signed */ 1); |
| 238 | _(i32, /* is_signed */ 1); |
| 239 | _(i64, /* is_signed */ 1); |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 240 | |
| 241 | #undef _ |
| 242 | |
| 243 | always_inline uword |
| 244 | coding_max_n_bits (uword coding) |
| 245 | { |
| 246 | uword n_bits; |
| 247 | (void) zvec_decode (coding, 0, &n_bits); |
| 248 | return n_bits; |
| 249 | } |
| 250 | |
| 251 | always_inline void |
| 252 | zvec_decode_inline (uword * zvec, |
| 253 | uword * zvec_n_bits, |
| 254 | uword coding, |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 255 | void *data, |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 256 | uword data_stride, |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 257 | uword n_data, uword data_bytes, uword is_signed) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 258 | { |
| 259 | uword i, n_max; |
| 260 | |
| 261 | i = *zvec_n_bits; |
| 262 | n_max = coding_max_n_bits (coding); |
| 263 | while (n_data >= 1) |
| 264 | { |
| 265 | uword d0, z0, l0; |
| 266 | |
| 267 | z0 = clib_bitmap_get_multiple (zvec, i, n_max); |
| 268 | d0 = zvec_decode (coding, z0, &l0); |
| 269 | i += l0; |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 270 | put_data (data + 0 * data_stride, data_bytes, is_signed, d0); |
| 271 | data += 1 * data_stride; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 272 | n_data -= 1; |
| 273 | } |
| 274 | *zvec_n_bits = i; |
| 275 | } |
| 276 | |
| 277 | #define _(TYPE,IS_SIGNED) \ |
| 278 | void zvec_decode_##TYPE (uword * zvec, \ |
| 279 | uword * zvec_n_bits, \ |
| 280 | uword coding, \ |
| 281 | void * data, \ |
| 282 | uword data_stride, \ |
| 283 | uword n_data) \ |
| 284 | { \ |
| 285 | return zvec_decode_inline (zvec, zvec_n_bits, \ |
| 286 | coding, \ |
| 287 | data, data_stride, n_data, \ |
| 288 | /* data_bytes */ sizeof (TYPE), \ |
| 289 | /* is_signed */ IS_SIGNED); \ |
| 290 | } |
| 291 | |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 292 | _(u8, /* is_signed */ 0); |
| 293 | _(u16, /* is_signed */ 0); |
| 294 | _(u32, /* is_signed */ 0); |
| 295 | _(u64, /* is_signed */ 0); |
| 296 | _(i8, /* is_signed */ 1); |
| 297 | _(i16, /* is_signed */ 1); |
| 298 | _(i32, /* is_signed */ 1); |
| 299 | _(i64, /* is_signed */ 1); |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 300 | |
| 301 | #undef _ |
| 302 | |
| 303 | /* Compute number of bits needed to encode given histogram. */ |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 304 | static uword |
| 305 | zvec_coding_bits (uword coding, uword * histogram_counts, uword min_bits) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 306 | { |
| 307 | uword n_type_bits, n_bits; |
| 308 | uword this_count, last_count, max_count_index; |
| 309 | uword i, b, l; |
| 310 | |
| 311 | n_bits = 0; |
| 312 | n_type_bits = 1; |
| 313 | last_count = 0; |
| 314 | max_count_index = vec_len (histogram_counts) - 1; |
| 315 | |
| 316 | /* Coding is not large enough to encode given data. */ |
| 317 | if (coding <= max_count_index) |
| 318 | return ~0; |
| 319 | |
| 320 | i = 0; |
| 321 | while (coding != 0) |
| 322 | { |
| 323 | b = first_set (coding); |
| 324 | l = min_log2 (b); |
| 325 | i += b; |
| 326 | |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 327 | this_count = |
| 328 | histogram_counts[i > max_count_index ? max_count_index : i - 1]; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 329 | |
| 330 | /* No more data to encode? */ |
| 331 | if (this_count == last_count) |
| 332 | break; |
| 333 | |
| 334 | /* Last coding is i 0 ... 0 so we don't need an extra type bit. */ |
| 335 | if (coding == b) |
| 336 | n_type_bits--; |
| 337 | |
| 338 | n_bits += (this_count - last_count) * (n_type_bits + l); |
| 339 | |
| 340 | /* This coding cannot be minimal: so return. */ |
| 341 | if (n_bits >= min_bits) |
| 342 | return ~0; |
| 343 | |
| 344 | last_count = this_count; |
| 345 | coding ^= b; |
| 346 | n_type_bits++; |
| 347 | } |
| 348 | |
| 349 | return n_bits; |
| 350 | } |
| 351 | |
| 352 | uword |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 353 | _zvec_coding_from_histogram (void *histogram, |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 354 | uword histogram_len, |
| 355 | uword histogram_elt_count_offset, |
| 356 | uword histogram_elt_bytes, |
| 357 | uword max_value_to_encode, |
| 358 | zvec_coding_info_t * coding_return) |
| 359 | { |
| 360 | uword coding, min_coding; |
| 361 | uword min_coding_bits, coding_bits; |
| 362 | uword i, n_bits_set, total_count; |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 363 | uword *counts; |
| 364 | zvec_histogram_count_t *h_count = histogram + histogram_elt_count_offset; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 365 | |
| 366 | if (histogram_len < 1) |
| 367 | { |
| 368 | coding_return->coding = 0; |
| 369 | coding_return->min_coding_bits = 0; |
| 370 | coding_return->n_data = 0; |
| 371 | coding_return->n_codes = 0; |
| 372 | coding_return->ave_coding_bits = 0; |
| 373 | return 0; |
| 374 | } |
| 375 | |
| 376 | total_count = 0; |
| 377 | counts = vec_new (uword, histogram_len); |
| 378 | for (i = 0; i < histogram_len; i++) |
| 379 | { |
| 380 | zvec_histogram_count_t this_count = h_count[0]; |
| 381 | total_count += this_count; |
| 382 | counts[i] = total_count; |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 383 | h_count = |
| 384 | (zvec_histogram_count_t *) ((void *) h_count + histogram_elt_bytes); |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 385 | } |
| 386 | |
| 387 | min_coding = 0; |
| 388 | min_coding_bits = ~0; |
| 389 | |
| 390 | { |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 391 | uword base_coding = |
| 392 | max_value_to_encode != |
| 393 | ~0 ? (1 + max_value_to_encode) : vec_len (counts); |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 394 | uword max_coding = max_pow2 (2 * base_coding); |
| 395 | |
| 396 | for (n_bits_set = 1; n_bits_set <= 8; n_bits_set++) |
| 397 | { |
| 398 | for (coding = pow2_mask (n_bits_set); |
| 399 | coding < max_coding; |
| 400 | coding = next_with_same_number_of_set_bits (coding)) |
| 401 | { |
| 402 | coding_bits = zvec_coding_bits (coding, counts, min_coding_bits); |
| 403 | if (coding_bits >= min_coding_bits) |
| 404 | continue; |
| 405 | min_coding_bits = coding_bits; |
| 406 | min_coding = coding; |
| 407 | } |
| 408 | } |
| 409 | } |
| 410 | |
| 411 | if (coding_return) |
| 412 | { |
| 413 | coding_return->coding = min_coding; |
| 414 | coding_return->min_coding_bits = min_coding_bits; |
| 415 | coding_return->n_data = total_count; |
| 416 | coding_return->n_codes = vec_len (counts); |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 417 | coding_return->ave_coding_bits = |
| 418 | (f64) min_coding_bits / (f64) total_count; |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 419 | } |
| 420 | |
| 421 | vec_free (counts); |
| 422 | |
| 423 | return min_coding; |
| 424 | } |
| 425 | |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 426 | u8 * |
| 427 | format_zvec_coding (u8 * s, va_list * args) |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 428 | { |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 429 | zvec_coding_info_t *c = va_arg (*args, zvec_coding_info_t *); |
| 430 | return format (s, |
| 431 | "zvec coding 0x%x, %d elts, %d codes, %d bits total, %.4f ave bits/code", |
| 432 | c->coding, c->n_data, c->n_codes, c->min_coding_bits, |
| 433 | c->ave_coding_bits); |
Ed Warnicke | cb9cada | 2015-12-08 15:45:58 -0700 | [diff] [blame] | 434 | } |
Dave Barach | c379999 | 2016-08-15 11:12:27 -0400 | [diff] [blame] | 435 | |
| 436 | /* |
| 437 | * fd.io coding-style-patch-verification: ON |
| 438 | * |
| 439 | * Local Variables: |
| 440 | * eval: (c-set-style "gnu") |
| 441 | * End: |
| 442 | */ |