/******************************************************************************* uBlock Origin - a browser extension to block requests. Copyright (C) 2017 Raymond Hill This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see {http://www.gnu.org/licenses/}. Home: https://github.com/gorhill/uBlock */ 'use strict'; /******************************************************************************* The original prototype was to develop an idea I had about using jump indices in a TypedArray for quickly matching hostnames (or more generally strings)[1]. Once I had a working, un-optimized prototype, I realized I had ended up with something formally named a "trie": , hence the name. I have no idea whether the implementation here or one resembling it has been done elsewhere. "HN" in HNTrieBuilder stands for "HostName", because the trie is specialized to deal with matching hostnames -- which is a bit more complicated than matching plain strings. For example, `www.abc.com` is deemed matching `abc.com`, because the former is a subdomain of the latter. The opposite is of course not true. The resulting read-only trie created as a result of using HNTrieBuilder are simply just typed arrays filled with integers. The matching algorithm is just a matter of reading/comparing these integers, and further using them as indices in the array as a way to move around in the trie. There is still place for optimizations. Specifically, I could force the strings to be properly sorted so that `HNTrie.matches` could bail earlier when trying to find a matching descendant -- but suspect the gain would be marginal, if measurable. [1] To solve */ var HNTrieBuilder = function() { this.reset(); }; /******************************************************************************* A plain javascript array is used to build the trie. It will be casted into the appropriate read-only TypedArray[1] at vacuum time. [1] Depending on the size: Uint8Array, Uint16Array, or Uint32Array. */ HNTrieBuilder.prototype.reset = function() { this.buf = []; this.bufsz = 0; this.buf[0] = 0; this.buf[1] = 0; this.buf[2] = 0; return this; }; /******************************************************************************* Helpers for convenience. */ HNTrieBuilder.fromDomainOpt = function(domainOpt) { var builder = new HNTrieBuilder(); builder.fromDomainOpt(domainOpt); return builder.vacuum(); }; HNTrieBuilder.fromIterable = function(hostnames) { var builder = new HNTrieBuilder(); builder.fromIterable(hostnames); return builder.vacuum(); }; HNTrieBuilder.print = function(trie) { var buf = trie.buf, i = 0, cc = [], ic, indent = 0, forks = []; for (;;) { if ( buf[i] !== 0 ) { forks.push(i, indent); } cc.unshift(buf[i+2]); for ( ic = 0; ic < buf[i+3]; ic++ ) { cc.unshift(buf[i+4+ic]); } console.log('\xB7'.repeat(indent) + String.fromCharCode.apply(null, cc)); indent += cc.length; cc = []; i = buf[i+1]; if ( i === 0 ) { if ( forks.length === 0 ) { break; } indent = forks.pop(); i = forks.pop(); i = buf[i]; } } }; /******************************************************************************* Since this trie is specialized for matching hostnames, the stored strings are reversed internally, because of hostname comparison logic: Correct matching: index 0123456 abc.com | www.abc.com index 01234567890 Incorrect matching (typically used for plain strings): index 0123456 abc.com | www.abc.com index 01234567890 */ HNTrieBuilder.prototype.add = function(hn) { var ichar = hn.length - 1; if ( ichar === -1 ) { return; } var c = hn.charCodeAt(ichar), i = 0, inext; for (;;) { if ( this.buf[i+2] !== c ) { // match not found inext = this.buf[i]; // move to descendant if ( inext === 0 ) { break; } // no descendant } else { // match found if ( c === 0 ) { return; } inext = this.buf[i+1]; // move to sibling ichar -= 1; c = ichar === -1 ? 0 : hn.charCodeAt(ichar); } i = inext; } // Any new string added will always cause a new descendant to be created. // The only time this is not the case is when trying to store a string // which is already in the trie. inext = this.bufsz; // new descendant cell this.buf[i] = inext; this.buf[inext+0] = 0; // jump index to descendant this.buf[inext+1] = 0; // jump index to sibling this.buf[inext+2] = c; // character code this.bufsz += 3; if ( c === 0 ) { return; } // character zero is always last cell do { i = inext; // new branch sprouting made from ichar -= 1; // all characters left to store c = ichar === -1 ? 0 : hn.charCodeAt(ichar); inext = this.bufsz; this.buf[i+1] = inext; this.buf[inext+0] = 0; this.buf[inext+1] = 0; this.buf[inext+2] = c; this.bufsz += 3; } while ( c!== 0 ); }; /******************************************************************************* Not using String.split('|') to avoid memory churning. */ HNTrieBuilder.prototype.fromDomainOpt = function(hostnames) { return this.fromIterable(hostnames.split('|')); }; HNTrieBuilder.prototype.fromIterable = function(hostnames) { // https://github.com/gorhill/uBlock/issues/3328 // Must sort from shortest to longest. for ( var hn of hostnames.sort(function(a,b){return a.length-b.length;}) ) { this.add(hn); } return this; }; /******************************************************************************/ HNTrieBuilder.prototype.matches = function(needle) { var ichar = needle.length - 1, buf = this.buf, i = 0, c; for (;;) { c = ichar === -1 ? 0 : needle.charCodeAt(ichar); while ( buf[i+2] !== c ) { i = buf[i]; if ( i === 0 ) { return false; } } if ( c === 0 ) { return true; } i = buf[i+1]; if ( i === 0 ) { return c === 0x2E; } ichar -= 1; } }; /******************************************************************************* Before vacuuming, each cell is 3 entry-long: - Jump index to descendant (if any) - Jump index to sibling (if any) - character code All strings stored in the un-vacuumed trie are zero-terminated, and the character zero does occupy a cell like any other character. Let's use _ to represent character zero for sake of comments. The asterisk will be used to highlight a node with a descendant. Cases, before vacuuming: abc.com, abc.org: 16 cells * _ -- a -- b -- c -- . -- c -- o -- m _ -- a -- b -- c -- . -- o -- r -- g abc.com, xyz.com: 12 cells * _ -- a -- b -- c -- . -- c -- o -- m _ -- x -- y -- z ab.com, b.com: 8 cells * _ -- a -- b -- . -- c -- o -- m _ b.com, ab.com: 8 cells * _ -- b -- . -- c -- o -- m _ -- a Vacuuming is the process of merging sibling cells with no descendants. Cells with descendants can't be merged. Each time we arrive at the end of a horizontal branch (sibling jump index is 0), we walk back to the nearest previous node with descendants, and repeat the process. Since there is no index information on where to come back, a stack is used to remember cells with descendants (descendant jump index is non zero) encountered on the way After vacuuming, each cell is 4+n entry-long: - Jump index to descendant (if any) - Jump index to sibling (if any) - character code - length of merged character code(s) Cases, after vacuuming: abc.com, abc.org: 2 cells * [abc.co]m [abc.or]g abc.com, xyz.com: 3 cells * [ab]c -- [.co]m [xy]z ab.com, b.com: 3 cells * a -- [b.co]m _ b.com, ab.com: 3 cells * _ -- [b.co]m a It's possible for a character zero cell to have descendants. It's not possible for a character zero cell to have next siblings. This will have to be taken into account during both vacuuming and matching. Character zero cells with no descendant are discarded during vacuuming. Character zero cells with a descendant, or character zero cells which are a decendant are kept into the vacuumed trie. A vacuumed trie is very efficient memory- and lookup-wise, but is also read-only: no string can be added or removed. The read-only trie is really just a self-sufficient array of integers, and can easily be exported/imported as a JSON array. It is theoretically possible to "decompile" a trie (vacuumed or not) into the set of strings originally added to it (in the order they were added with the current implementation), but so far I do not need this feature. TODO: It's possible to build the vacuumed trie on the fly as items are added to it. I need to carefully list all possible cases which can arise at insertion time. The benefits will be: faster creation time (expected), no longer read-only trie (items can be added at any time). */ HNTrieBuilder.prototype.vacuum = function() { if ( this.bufsz === 0 ) { return null; } var input = this.buf, output = [], outsz = 0, forks = [], iin = 0, iout; for (;;) { iout = outsz; output[iout+0] = 0; output[iout+1] = 0; output[iout+2] = input[iin+2]; // first character output[iout+3] = 0; outsz += 4; if ( input[iin] !== 0 ) { // cell with descendant forks.push(iout, iin); // defer processing } for (;;) { // merge sibling cell(s) iin = input[iin+1]; // sibling cell if ( iin === 0 ) { break; } // no more sibling cell if ( input[iin] !== 0 ) { break; } // cell with a descendant if ( input[iin+2] === 0 ) { break; } // don't merge \x00 output[outsz] = input[iin+2]; // add character data outsz += 1; } if ( outsz !== iout + 4 ) { // cells were merged output[iout+3] = outsz - iout - 4; // so adjust count } if ( iin !== 0 && input[iin] !== 0 ) { // can't merge this cell output[iout+1] = outsz; continue; } if ( forks.length === 0 ) { break; } // no more descendants: bye iin = forks.pop(); // process next descendant iout = forks.pop(); iin = input[iin]; output[iout] = outsz; } var trie; // pick optimal read-only if ( outsz < 256 ) { // container array. trie = new this.HNTrie8(output, outsz); } else if ( outsz < 65536 ) { trie = new this.HNTrie16(output, outsz); } else { trie = new this.HNTrie32(output, outsz); } this.reset(); // free working array return trie; }; /******************************************************************************* The following internal classes are the actual output of the vacuum() method. They use the minimal amount of data to be able to efficiently lookup strings in a read-only trie. Given that javascript optimizers mind that the type of an argument passed to a function always stays the same each time the function is called, there need to be three separate implementation of matches() to allow the javascript optimizer to do its job. The matching code deals only with looking up values in a TypedArray (beside calls to String.charCodeAt), so I expect this to be fast and good candidate for optimization by javascript engines. */ HNTrieBuilder.prototype.HNTrie8 = function(buf, bufsz) { this.buf = new Uint8Array(buf.slice(0, bufsz)); }; HNTrieBuilder.prototype.HNTrie8.prototype.matches = function(needle) { var ichar = needle.length, i = 0, c1, c2, ccnt, ic, i1, i2; for (;;) { ichar -= 1; c1 = ichar === -1 ? 0 : needle.charCodeAt(ichar); while ( (c2 = this.buf[i+2]) !== c1 ) { // quick test: first character if ( c2 === 0 && c1 === 0x2E ) { return true; } i = this.buf[i]; // next descendant if ( i === 0 ) { return false; } // no more descendants } if ( c1 === 0 ) { return true; } ccnt = this.buf[i+3]; if ( ccnt !== 0 ) { // cell is only one character if ( ccnt > ichar ) { return false; } ic = ccnt; i1 = ichar-1; i2 = i+4; while ( ic-- && needle.charCodeAt(i1-ic) === this.buf[i2+ic] ); if ( ic !== -1 ) { return false; } ichar -= ccnt; } i = this.buf[i+1]; // next sibling if ( i === 0 ) { return ichar === 0 || needle.charCodeAt(ichar-1) === 0x2E; } } }; HNTrieBuilder.prototype.HNTrie16 = function(buf, bufsz) { this.buf = new Uint16Array(buf.slice(0, bufsz)); }; HNTrieBuilder.prototype.HNTrie16.prototype.matches = function(needle) { var ichar = needle.length, i = 0, c1, c2, ccnt, ic, i1, i2; for (;;) { ichar -= 1; c1 = ichar === -1 ? 0 : needle.charCodeAt(ichar); while ( (c2 = this.buf[i+2]) !== c1 ) { // quick test: first character if ( c2 === 0 && c1 === 0x2E ) { return true; } i = this.buf[i]; // next descendant if ( i === 0 ) { return false; } // no more descendants } if ( c1 === 0 ) { return true; } ccnt = this.buf[i+3]; if ( ccnt !== 0 ) { // cell is only one character if ( ccnt > ichar ) { return false; } ic = ccnt; i1 = ichar-1; i2 = i+4; while ( ic-- && needle.charCodeAt(i1-ic) === this.buf[i2+ic] ); if ( ic !== -1 ) { return false; } ichar -= ccnt; } i = this.buf[i+1]; // next sibling if ( i === 0 ) { return ichar === 0 || needle.charCodeAt(ichar-1) === 0x2E; } } }; HNTrieBuilder.prototype.HNTrie32 = function(buf, bufsz) { this.buf = new Uint32Array(buf.slice(0, bufsz)); }; HNTrieBuilder.prototype.HNTrie32.prototype.matches = function(needle) { var ichar = needle.length, i = 0, c1, c2, ccnt, ic, i1, i2; for (;;) { ichar -= 1; c1 = ichar === -1 ? 0 : needle.charCodeAt(ichar); while ( (c2 = this.buf[i+2]) !== c1 ) { // quick test: first character if ( c2 === 0 && c1 === 0x2E ) { return true; } i = this.buf[i]; // next descendant if ( i === 0 ) { return false; } // no more descendants } if ( c1 === 0 ) { return true; } ccnt = this.buf[i+3]; if ( ccnt !== 0 ) { // cell is only one character if ( ccnt > ichar ) { return false; } ic = ccnt; i1 = ichar-1; i2 = i+4; while ( ic-- && needle.charCodeAt(i1-ic) === this.buf[i2+ic] ); if ( ic !== -1 ) { return false; } ichar -= ccnt; } i = this.buf[i+1]; // next sibling if ( i === 0 ) { return ichar === 0 || needle.charCodeAt(ichar-1) === 0x2E; } } }; /******************************************************************************* Experimenting: WebAssembly version. Developed using this simple online tool: https://wasdk.github.io/WasmFiddle/ >>> start of C code unsigned short buffer[0]; int matches(int id, int cclen) { unsigned short* cc0 = &buffer[0]; unsigned short* cc = cc0 + cclen; unsigned short* cell0 = &buffer[512+id]; unsigned short* cell = cell0; unsigned short* ww; int c1, c2, ccnt; for (;;) { c1 = cc <= cc0 ? 0 : *--cc; for (;;) { c2 = cell[2]; if ( c2 == c1 ) { break; } if ( c2 == 0 && c1 == 0x2E ) { return 1; } if ( cell[0] == 0 ) { return 0; } cell = cell0 + cell[0]; } if ( c1 == 0 ) { return 1; } ccnt = cell[3]; if ( ccnt != 0 ) { if ( cc - ccnt < cc0 ) { return 0; } ww = cell + 4; while ( ccnt-- ) { if ( *--cc != *ww++ ) { return 0; } } } if ( cell[1] == 0 ) { if ( cc == cc0 ) { return 1; } if ( *--cc == 0x2E ) { return 1; } return 0; } cell = cell0 + cell[1]; } } int getLinearMemoryOffset() { return (int)&buffer[0]; } <<< end of C code Observations: - When growing memory, we must re-create the typed array js-side. The content of the array is preserved by grow(). - It's slower than the javascript version... Possible explanations: - Call overhead: https://github.com/WebAssembly/design/issues/1120 - Having to copy whole input string in buffer before call. var HNTrie16wasm = (function() { var module; var instance; var memory; var memoryOrigin = 0; var memoryUsed = 1024; var cbuffer; var tbuffer; var tbufferSize = 0; var matchesFn; var init = function() { module = new WebAssembly.Module(new Uint8Array([0,97,115,109,1,0,0,0,1,139,128,128,128,0,2,96,2,127,127,1,127,96,0,1,127,3,131,128,128,128,0,2,0,1,4,132,128,128,128,0,1,112,0,0,5,131,128,128,128,0,1,0,1,6,129,128,128,128,0,0,7,172,128,128,128,0,3,6,109,101,109,111,114,121,2,0,7,109,97,116,99,104,101,115,0,0,21,103,101,116,76,105,110,101,97,114,77,101,109,111,114,121,79,102,102,115,101,116,0,1,10,217,130,128,128,0,2,202,130,128,128,0,1,5,127,32,1,65,1,116,65,12,106,33,3,32,0,65,1,116,65,140,8,106,34,2,33,0,2,64,2,64,2,64,2,64,2,64,2,64,3,64,65,0,33,5,2,64,32,3,65,12,77,13,0,32,3,65,126,106,34,3,47,1,0,33,5,11,2,64,32,5,32,0,47,1,4,34,1,70,13,0,2,64,32,5,65,46,71,13,0,3,64,32,1,65,255,255,3,113,69,13,5,32,0,47,1,0,34,1,69,13,6,32,2,32,1,65,1,116,106,34,0,47,1,4,34,1,65,46,71,13,0,12,2,11,11,3,64,32,0,47,1,0,34,1,69,13,3,32,5,32,2,32,1,65,1,116,106,34,0,47,1,4,71,13,0,11,11,65,1,33,6,32,5,69,13,5,2,64,2,64,32,0,47,1,6,34,1,69,13,0,32,3,32,1,65,1,116,107,65,12,73,13,8,32,1,65,127,115,33,5,32,0,65,8,106,33,1,3,64,32,5,65,1,106,34,5,69,13,1,32,1,47,1,0,33,4,32,1,65,2,106,33,1,32,4,32,3,65,126,106,34,3,47,1,0,70,13,0,12,2,11,11,32,0,47,1,2,34,1,69,13,5,32,2,32,1,65,1,116,106,33,0,12,1,11,11,65,0,15,11,65,0,15,11,65,1,15,11,65,0,15,11,32,3,65,12,70,13,0,32,3,65,126,106,47,1,0,65,46,70,33,6,11,32,6,15,11,65,0,11,132,128,128,128,0,0,65,12,11])); instance = new WebAssembly.Instance(module); memory = instance.exports.memory; memoryOrigin = instance.exports.getLinearMemoryOffset(); cbuffer = new Uint16Array(memory.buffer, memoryOrigin, 512); tbuffer = new Uint16Array(memory.buffer, memoryOrigin + 1024); memoryUsed = memoryOrigin + 1024; matchesFn = instance.exports.matches; }; return { create: function(data) { if ( module === undefined ) { init(); } var bytesNeeded = memoryUsed + ((data.length * 2 + 3) & ~3); if ( bytesNeeded > memory.buffer.byteLength ) { memory.grow((bytesNeeded - memory.buffer.byteLength + 65535) >>> 16); cbuffer = new Uint16Array(memory.buffer, memoryOrigin, 512); tbuffer = new Uint16Array(memory.buffer, memoryOrigin + 1024); } for ( var i = 0, j = tbufferSize; i < data.length; i++, j++ ) { tbuffer[j] = data[i]; } var id = tbufferSize; tbufferSize += data.length; if ( tbufferSize & 1 ) { tbufferSize += 1; } memoryUsed += tbufferSize * 2; return id; }, reset: function() { module = undefined; instance = undefined; memory = undefined; memory.grow(1); memoryUsed = 1024; cbuffer = undefined; tbuffer = undefined; tbufferSize = 0; }, matches: function(id, hn) { var len = hn.length; if ( len > 512 ) { hn = hn.slice(-512); var pos = hn.indexOf('.'); if ( pos !== 0 ) { hn = hn.slice(pos + 1); } len = hn.length; } var needle = cbuffer, i = len; while ( i-- ) { needle[i] = hn.charCodeAt(i); } return matchesFn(id, len) === 1; } }; })(); */