Chromium Code Reviews| Index: net/tools/tld_cleanup/make_dafsa.py |
| diff --git a/net/tools/tld_cleanup/make_dafsa.py b/net/tools/tld_cleanup/make_dafsa.py |
| new file mode 100755 |
| index 0000000000000000000000000000000000000000..39778e12c61111eaebe321b5bcea5f2a396f513e |
| --- /dev/null |
| +++ b/net/tools/tld_cleanup/make_dafsa.py |
| @@ -0,0 +1,474 @@ |
| +#!/usr/bin/env python |
| + |
| +# Copyright 2014 The Chromium Authors. All rights reserved. |
| +# Use of this source code is governed by a BSD-style license that can be |
| +# found in the LICENSE file. |
| + |
| +""" |
| +A Deterministic acyclic finite state automaton (DAFSA) is a compact |
| +representation of an unordered word list (dictionary). |
| + |
| +http://en.wikipedia.org/wiki/Deterministic_acyclic_finite_state_automaton |
| + |
| +This python program converts a list of strings to a byte array in C++. |
| +This python program fetches strings and return values from a gperf file |
| +and generates a C++ file with a byte array representing graph that can be |
| +used as a memory efficient replacement for the perfect hash table. |
| + |
| +The input strings are assumed to consist of printable 7-bit ASCII characters |
| +and the return values are assumed to be one digit integers. |
| + |
| +In this program a DAFSA is a diamond shaped graph starting at a common |
| +source node and ending at a common sink node. All internal nodes contain |
| +a label and each word is represented by the labels in one path from |
| +the source node to the sink node. |
| + |
| +The following python represention is used for nodes: |
| + |
| + Source node: [ children ] |
| + Internal node: (label, [ children ]) |
| + Sink node: None |
| + |
| +The graph is first compressed by prefixes like a trie. In the next step |
| +suffixes are compressed so that the graph gets diamond shaped. Finally |
| +one to one linked nodes are replaced by nodes with the labels joined. |
| + |
| +The order of the operations is crucial since lookups will be performed |
| +starting from the source with no backtracking. Thus a node must have at |
| +most one child with a label starting by the same character. The output |
| +is also arranged so that all jumps are to increasing addresses, thus forward |
| +in memory. |
| + |
| +The generated output has suffix free decoding so that the sign of leading |
| +bits in a link (a reference to a child node) indicate if it has a size of one, |
| +two or three bytes and if it is the last outgoing link from the actual node. |
| +A node label is terminated by a byte with the leading bit set. |
| + |
| +The generated byte array can described by the following BNF: |
| + |
| +<byte> ::= < 8-bit value in range [0x00-0xFF] > |
| + |
| +<char> ::= < printable 7-bit ASCII character, byte in range [0x20-0x7F] > |
| +<end_char> ::= < char + 0x80, byte in range [0xA0-0xFF] > |
| +<return value> ::= < value + 0x80, byte in range [0x80-0x8F] > |
| + |
| +<offset1> ::= < byte in range [0x00-0x3F] > |
| +<offset2> ::= < byte in range [0x40-0x5F] > |
| +<offset3> ::= < byte in range [0x60-0x7F] > |
| + |
| +<end_offset1> ::= < byte in range [0x80-0xBF] > |
| +<end_offset2> ::= < byte in range [0xC0-0xDF] > |
| +<end_offset3> ::= < byte in range [0xE0-0xFF] > |
| + |
| +<prefix> ::= <char> |
| + |
| +<label> ::= <end_char> |
| + | <char> <label> |
| + |
| +<end_label> ::= <return_value> |
| + | <char> <end_label> |
| + |
| +<offset> ::= <offset1> |
| + | <offset2> <byte> |
| + | <offset3> <byte> <byte> |
| + |
| +<end_offset> ::= <end_offset1> |
| + | <end_offset2> <byte> |
| + | <end_offset3> <byte> <byte> |
| + |
| +<offsets> ::= <end_offset> |
| + | <offset> <offsets> |
| + |
| +<source> ::= <offsets> |
| + |
| +<node> ::= <label> <offsets> |
| + | <prefix> <node> |
| + | <end_label> |
| + |
| +<dafsa> ::= <source> |
| + | <dafsa> <node> |
| + |
| +Decoding: |
| + |
| +<char> -> printable 7-bit ASCII character |
| +<end_char> & 0x7F -> printable 7-bit ASCII character |
| +<return value> & 0x0F -> integer |
| +<offset1 & 0x3F> -> integer |
| +((<offset2> & 0x1F>) << 8) + <byte> -> integer |
| +((<offset3> & 0x1F>) << 16) + (<byte> << 8) + <byte> -> integer |
| + |
| +end_offset1, end_offset2 and and_offset3 are decoded same as offset1, |
| +offset2 and offset3 respectively. |
| + |
| +The first offset in a list of offsets is the distance in bytes between the |
| +offset itself and the first child node. Subsequent offsets are the distance |
| +between previous child node and next child node. Thus each offset links a node |
| +to a child node. The distance is always counted between start addresses, i.e. |
| +first byte in decoded offset or first byte in child node. |
| + |
| +Example 1: |
| + |
| +%% |
| +aa, 1 |
| +a, 2 |
| +%% |
| + |
| +The input is first parsed to a list of words: |
| +["aa1", "a2"] |
| + |
| +A fully expanded graph is created from the words: |
| +source = [node1, node4] |
| +node1 = ("a", [node2]) |
| +node2 = ("a", [node3]) |
| +node3 = ("\x01", [sink]) |
| +node4 = ("a", [node5]) |
| +node5 = ("\x02", [sink]) |
| +sink = None |
| + |
| +Compression results in the following graph: |
| +source = [node1] |
| +node1 = ("a", [node2, node3]) |
| +node2 = ("\x02", [sink]) |
| +node3 = ("a\x01", [sink]) |
| +sink = None |
| + |
| +A C++ representation of the compressed graph is generated: |
| + |
| +const unsigned char dafsa[7] = { |
| + 0x81, 0xE1, 0x02, 0x81, 0x82, 0x61, 0x81, |
| +}; |
| + |
| +The bytes in the generated array has the following meaning: |
| + |
| + 0: 0x81 <end_offset1> child at position 0 + (0x81 & 0x3F) -> jump to 1 |
| + |
| + 1: 0xE1 <end_char> label character (0xE1 & 0x7F) -> match "a" |
| + 2: 0x02 <offset1> child at position 2 + (0x02 & 0x3F) -> jump to 4 |
| + |
| + 3: 0x81 <end_offset1> child at position 4 + (0x81 & 0x3F) -> jump to 5 |
| + 4: 0x82 <return_value> 0x82 & 0x0F -> return 2 |
| + |
| + 5: 0x61 <char> label character 0x61 -> match "a" |
| + 6: 0x81 <return_value> 0x81 & 0x0F -> return 1 |
| + |
| +Example 2: |
| + |
| +%% |
| +aa, 1 |
| +bbb, 2 |
| +baa, 1 |
| +%% |
| + |
| +The input is first parsed to a list of words: |
| +["aa1", "bbb2", "baa1"] |
| + |
| +Compression results in the following graph: |
| +source = [node1, node2] |
| +node1 = ("b", [node2, node3]) |
| +node2 = ("aa\x01", [sink]) |
| +node3 = ("bb\x02", [sink]) |
| +sink = None |
| + |
| +A C++ representation of the compressed graph is generated: |
| + |
| +const unsigned char dafsa[11] = { |
| + 0x02, 0x83, 0xE2, 0x02, 0x83, 0x61, 0x61, 0x81, 0x62, 0x62, 0x82, |
| +}; |
| + |
| +The bytes in the generated array has the following meaning: |
| + |
| + 0: 0x02 <offset1> child at position 0 + (0x02 & 0x3F) -> jump to 2 |
| + 1: 0x83 <end_offset1> child at position 2 + (0x83 & 0x3F) -> jump to 5 |
| + |
| + 2: 0xE2 <end_char> label character (0xE2 & 0x7F) -> match "b" |
| + 3: 0x02 <offset1> child at position 3 + (0x02 & 0x3F) -> jump to 5 |
| + 4: 0x83 <end_offset1> child at position 5 + (0x83 & 0x3F) -> jump to 8 |
| + |
| + 5: 0x61 <char> label character 0x61 -> match "a" |
| + 6: 0x61 <char> label character 0x61 -> match "a" |
| + 7: 0x81 <return_value> 0x81 & 0x0F -> return 1 |
| + |
| + 8: 0x62 <char> label character 0x62 -> match "b" |
| + 9: 0x62 <char> label character 0x62 -> match "b" |
| +10: 0x82 <return_value> 0x82 & 0x0F -> return 2 |
| +""" |
| + |
| +import sys |
| + |
| +class InputError(Exception): |
| + """Exception raised for errors in the input file.""" |
| + def __init__(self, msg): |
| + self.msg = msg |
| + |
| +def to_dafsa(words): |
| + """Generates a DAFSA from a word list and returns the source node. |
| + |
| + Each word is split into characters so that each character is represented by |
| + a unique node. It is assumed the word list is not empty. |
| + """ |
| + if not words: |
|
M-A Ruel
2014/04/29 21:12:58
optional: This requires words to be a list, not a
Olle Liljenzin
2014/04/30 11:43:43
See comment below.
|
| + raise InputError('The domain list must not be empty') |
| + def ToNodes(word): |
| + """Split words into characters""" |
| + if not 0x1F < ord(word[0]) < 0x80: |
| + raise InputError('Domain names must be printable 7-bit ASCII') |
| + if len(word) == 1: |
| + return chr(ord(word[0]) & 0x0F), [None] |
| + return word[0], [ToNodes(word[1:])] |
| + return [ToNodes(word) for word in words] |
| + |
| + |
| +def to_words(node): |
| + """Generates a word list from all paths starting from an internal node.""" |
| + if not node: |
| + return [''] |
| + return [(node[0] + word) for child in node[1] for word in to_words(child)] |
| + |
| + |
| +def reverse(dafsa): |
| + """Generates a new DAFSA that is reversed, so that the old sink node becomes |
| + the new source node. |
| + """ |
| + sink = [] |
| + nodemap = {} |
| + |
| + def dfs(node, parent): |
| + """Creates reverse nodes. |
| + |
| + A new reverse node will be created for each old node. The new node will |
| + get a reversed label and the parents of the old node as children. |
| + """ |
| + if not node: |
| + sink.append(parent) |
| + elif id(node) not in nodemap: |
| + nodemap[id(node)] = (node[0][::-1], [parent]) |
| + for child in node[1]: |
| + dfs(child, nodemap[id(node)]) |
| + else: |
| + nodemap[id(node)][1].append(parent) |
| + |
| + for node in dafsa: |
| + dfs(node, None) |
| + return sink |
| + |
| + |
| +def join_labels(dafsa): |
| + """Generate a new DAFSA where internal nodes are merged if there is a one to |
| + one connection. |
| + """ |
| + parentcount = { id(None): 2 } |
| + nodemap = { id(None): None } |
| + |
| + def count_parents(node): |
| + """Count incoming references""" |
| + if id(node) in parentcount: |
| + parentcount[id(node)] += 1 |
| + else: |
| + parentcount[id(node)] = 1 |
| + for child in node[1]: |
| + count_parents(child) |
| + |
| + def join(node): |
| + """Create new nodes""" |
| + if id(node) not in nodemap: |
| + children = [join(child) for child in node[1]] |
| + if len(children) == 1 and parentcount[id(node[1][0])] == 1: |
| + child = children[0] |
| + nodemap[id(node)] = (node[0] + child[0], child[1]) |
| + else: |
| + nodemap[id(node)] = (node[0], children) |
| + return nodemap[id(node)] |
| + |
| + for node in dafsa: |
| + count_parents(node) |
| + return [join(node) for node in dafsa] |
| + |
| + |
| +def join_suffixes(dafsa): |
| + """Generates a new DAFSA where nodes that represent the same word lists |
| + towards the sink are merged. |
| + """ |
| + nodemap = { frozenset(('',)): None } |
| + |
| + def join(node): |
| + """Returns a macthing node. A new node is created if no matching node |
| + exists. The graph is accessed in dfs order. |
| + """ |
| + suffixes = frozenset(to_words(node)) |
| + if suffixes not in nodemap: |
| + nodemap[suffixes] = (node[0], [join(child) for child in node[1]]) |
| + return nodemap[suffixes] |
| + |
| + return [join(node) for node in dafsa] |
| + |
| + |
| +def top_sort(dafsa): |
| + """Generates list of nodes in topological sort order.""" |
| + incoming = {} |
| + |
| + def count_incoming(node): |
| + """Counts incoming references.""" |
| + if node: |
| + if id(node) not in incoming: |
| + incoming[id(node)] = 1 |
| + for child in node[1]: |
| + count_incoming(child) |
| + else: |
| + incoming[id(node)] += 1 |
| + |
| + for node in dafsa: |
| + count_incoming(node) |
| + |
| + for node in dafsa: |
| + incoming[id(node)] -= 1 |
| + |
| + waiting = [node for node in dafsa if incoming[id(node)] == 0] |
| + nodes = [] |
| + |
| + while waiting: |
| + node = waiting.pop() |
| + assert incoming[id(node)] == 0 |
| + nodes.append(node) |
| + for child in node[1]: |
| + if child: |
| + incoming[id(child)] -= 1 |
| + if incoming[id(child)] == 0: |
| + waiting.append(child) |
| + return nodes |
| + |
| + |
| +def encode_links(children, offsets, current): |
| + """Encodes a list of children as one, two or three byte offsets.""" |
| + if not children[0]: |
| + # This is an <end_label> node and no links follow such nodes |
| + assert len(children) == 1 |
| + return [] |
| + guess = 3 * len(children) |
| + assert children |
| + while True: |
| + offset = current + guess |
| + buf = [] |
| + for child in sorted(children, key = lambda x: -offsets[id(x)]): |
| + last = len(buf) |
| + distance = offset - offsets[id(child)] |
| + assert distance > 0 and distance < (1 << 21) |
| + |
| + if distance < (1 << 6): |
| + # A 6-bit offset: "s0xxxxxx" |
| + buf.append(distance) |
| + elif distance < (1 << 13): |
| + # A 13-bit offset: "s10xxxxxxxxxxxxx" |
| + buf.append(0x40 | (distance >> 8)) |
| + buf.append(distance & 0xFF) |
| + else: |
| + # A 21-bit offset: "s11xxxxxxxxxxxxxxxxxxxxx" |
| + buf.append(0x60 | (distance >> 16)) |
| + buf.append((distance >> 8) & 0xFF) |
| + buf.append(distance & 0xFF) |
| + # Distance in first link is relative to following record. |
| + # Distance in other links are relative to previous link. |
| + offset -= distance |
| + if len(buf) == guess: |
| + break |
| + guess = len(buf) |
| + # Set most significant bit to mark end of links in this node. |
| + buf[last] |= (1 << 7) |
| + buf.reverse() |
| + return buf |
| + |
| + |
| +def encode_label(label): |
| + """ |
| + Encodes a node label as a list of bytes with a trailing high byte >0x80. |
| + """ |
| + assert label |
| + buf = [ord(c) for c in label] |
| + buf.reverse() |
| + # Set most significant bit to mark end of label in this node. |
| + buf[0] |= (1 << 7) |
| + return buf |
| + |
| + |
| +def encode_prefix(label): |
| + """ |
| + Encodes a node label as a list of bytes without a trailing high byte. |
| + |
| + This method encodes a node if there is exactly one child and the |
| + child follows immidiately after so that no jump is needed. This label |
| + will then be a prefix to the label in the child node. |
| + """ |
| + assert label |
| + return [ord(c) for c in reversed(label)] |
| + |
| + |
| +def encode(dafsa): |
| + """Encodes a DAFSA to a list of bytes""" |
| + output = [] |
| + offsets = {} |
| + |
| + for node in reversed(top_sort(dafsa)): |
| + if (len(node[1]) == 1 and node[1][0] and |
| + (offsets[id(node[1][0])] == len(output))): |
| + output.extend(encode_prefix(node[0])) |
| + else: |
| + output.extend(encode_links(node[1], offsets, len(output))) |
| + output.extend(encode_label(node[0])) |
| + offsets[id(node)] = len(output) |
| + |
| + output.extend(encode_links(dafsa, offsets, len(output))) |
| + output.reverse() |
| + return output |
| + |
| + |
| +def to_cxx(data): |
| + """Generates C++ code from a list of encoded bytes.""" |
| + text = '/* This file is generated. DO NOT EDIT!\n\n' |
| + text += 'The byte array encodes effective tld names. See make_dafsa.py for' |
| + text += ' documentation.' |
| + text += '*/\n\n' |
| + text += 'const unsigned char kDafsa[%s] = {\n' % len(data) |
| + for i in range(0, len(data), 12): |
| + text += ' ' |
| + text += ', '.join('0x%02x' % byte for byte in data[i:i + 12]) |
| + text += ',\n' |
| + text += '};\n' |
| + return text |
| + |
| + |
| +def words_to_cxx(words): |
| + """Generate C++ code from a word list""" |
| + dafsa = to_dafsa(words) |
| + for fun in (reverse, join_suffixes, reverse, join_suffixes, join_labels): |
| + dafsa = fun(dafsa) |
| + return to_cxx(encode(dafsa)) |
| + |
| + |
| +def parse_gperf(infile): |
| + """Parse gperf file and extract strings and return code""" |
| + lines = [line.strip() for line in infile] |
| + # Extract strings after the first '%%' and before the second '%%'. |
| + begin = lines.index('%%') + 1 |
|
M-A Ruel
2014/04/29 21:12:58
optional: Technically, you could create a small st
Olle Liljenzin
2014/04/30 11:43:43
I tried this but it is just slower. Low level impl
|
| + end = lines.index('%%', begin) |
| + lines = lines[begin:end] |
| + for line in lines: |
|
M-A Ruel
2014/04/29 21:12:58
for line in lines[begin:end]:
|
| + if line[-3:-1] != ', ': |
| + raise InputError('Expected "domainname, <digit>", found "%s"' % line) |
| + # Technically the DAFSA format could support return values in range [0-31], |
| + # but the values below are the only with a defined meaning. |
| + if line[-1] not in '0124': |
| + raise InputError('Expected value to be one of {0,1,2,4}, found "%s"' % |
| + line[-1]) |
|
M-A Ruel
2014/04/29 21:12:58
optional: add right after line 460:
yield line
|
| + return [line[:-3] + line[-1] for line in lines] |
| + |
| + |
| +def main(): |
| + if len(sys.argv) != 3: |
| + print('usage: %s infile outfile' % sys.argv[0]) |
| + sys.exit(-1) |
| + with open(sys.argv[1], 'r') as infile, open(sys.argv[2], 'w') as outfile: |
| + outfile.write(words_to_cxx(parse_gperf(infile))) |
| + return 0 |
| + |
| + |
| +if __name__ == '__main__': |
| + sys.exit(main()) |