# Copyright 2021 Google LLC # # 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 # # https://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. """Python program to make autocorrect_data.h. This program reads from a prepared dictionary file and generates a C source file "autocorrect_data.h" with a serialized trie embedded as an array. Run this program and pass it as the first argument like: $ qmk generate-autocorrect-data autocorrect_dict.txt Each line of the dict file defines one typo and its correction with the syntax "typo -> correction". Blank lines or lines starting with '#' are ignored. Example: :thier -> their fitler -> filter lenght -> length ouput -> output widht -> width For full documentation, see QMK Docs """ import sys import textwrap from typing import Any, Dict, Iterator, List, Tuple from milc import cli from qmk.commands import dump_lines from qmk.constants import GPL2_HEADER_C_LIKE, GENERATED_HEADER_C_LIKE from qmk.keyboard import keyboard_completer, keyboard_folder from qmk.keymap import keymap_completer, locate_keymap from qmk.path import normpath KC_A = 4 KC_SPC = 0x2c KC_QUOT = 0x34 TYPO_CHARS = dict([ ("'", KC_QUOT), (':', KC_SPC), # "Word break" character. ] + [(chr(c), c + KC_A - ord('a')) for c in range(ord('a'), ord('z') + 1)]) # Characters a-z. def parse_file(file_name: str) -> List[Tuple[str, str]]: """Parses autocorrections dictionary file. Each line of the file defines one typo and its correction with the syntax "typo -> correction". Blank lines or lines starting with '#' are ignored. The function validates that typos only have characters a-z and that typos are not substrings of other typos, otherwise the longer typo would never trigger. Args: file_name: String, path of the autocorrections dictionary. Returns: List of (typo, correction) tuples. """ try: import english_words correct_words = english_words.get_english_words_set(['web2'], lower=True, alpha=True) except AttributeError: from english_words import english_words_lower_alpha_set as correct_words if not cli.args.quiet: cli.echo('The english_words package is outdated, update by running:') cli.echo(' {fg_cyan}python3 -m pip install english_words --upgrade') except ImportError: if not cli.args.quiet: cli.echo('Autocorrection will falsely trigger when a typo is a substring of a correctly spelled word.') cli.echo('To check for this, install the english_words package and rerun this script:') cli.echo(' {fg_cyan}python3 -m pip install english_words') # Use a minimal word list as a fallback. correct_words = ('information', 'available', 'international', 'language', 'loosest', 'reference', 'wealthier', 'entertainment', 'association', 'provides', 'technology', 'statehood') autocorrections = [] typos = set() for line_number, typo, correction in parse_file_lines(file_name): if typo in typos: cli.log.warning('{fg_red}Error:%d:{fg_reset} Ignoring duplicate typo: "{fg_cyan}%s{fg_reset}"', line_number, typo) continue # Check that `typo` is valid. if not (all([c in TYPO_CHARS for c in typo])): cli.log.error('{fg_red}Error:%d:{fg_reset} Typo "{fg_cyan}%s{fg_reset}" has characters other than a-z, \' and :.', line_number, typo) sys.exit(1) for other_typo in typos: if typo in other_typo or other_typo in typo: cli.log.error('{fg_red}Error:%d:{fg_reset} Typos may not be substrings of one another, otherwise the longer typo would never trigger: "{fg_cyan}%s{fg_reset}" vs. "{fg_cyan}%s{fg_reset}".', line_number, typo, other_typo) sys.exit(1) if len(typo) < 5: cli.log.warning('{fg_yellow}Warning:%d:{fg_reset} It is suggested that typos are at least 5 characters long to avoid false triggers: "{fg_cyan}%s{fg_reset}"', line_number, typo) if len(typo) > 127: cli.log.error('{fg_red}Error:%d:{fg_reset} Typo exceeds 127 chars: "{fg_cyan}%s{fg_reset}"', line_number, typo) sys.exit(1) check_typo_against_dictionary(typo, line_number, correct_words) autocorrections.append((typo, correction)) typos.add(typo) return autocorrections def make_trie(autocorrections: List[Tuple[str, str]]) -> Dict[str, Any]: """Makes a trie from the the typos, writing in reverse. Args: autocorrections: List of (typo, correction) tuples. Returns: Dict of dict, representing the trie. """ trie = {} for typo, correction in autocorrections: node = trie for letter in typo[::-1]: node = node.setdefault(letter, {}) node['LEAF'] = (typo, correction) return trie def parse_file_lines(file_name: str) -> Iterator[Tuple[int, str, str]]: """Parses lines read from `file_name` into typo-correction pairs.""" line_number = 0 for line in open(file_name, 'rt'): line_number += 1 line = line.strip() if line and line[0] != '#': # Parse syntax "typo -> correction", using strip to ignore indenting. tokens = [token.strip() for token in line.split('->', 1)] if len(tokens) != 2 or not tokens[0]: print(f'Error:{line_number}: Invalid syntax: "{line}"') sys.exit(1) typo, correction = tokens typo = typo.lower() # Force typos to lowercase. typo = typo.replace(' ', ':') yield line_number, typo, correction def check_typo_against_dictionary(typo: str, line_number: int, correct_words) -> None: """Checks `typo` against English dictionary words.""" if typo.startswith(':') and typo.endswith(':'): if typo[1:-1] in correct_words: cli.log.warning('{fg_yellow}Warning:%d:{fg_reset} Typo "{fg_cyan}%s{fg_reset}" is a correctly spelled dictionary word.', line_number, typo) elif typo.startswith(':') and not typo.endswith(':'): for word in correct_words: if word.startswith(typo[1:]): cli.log.warning('{fg_yellow}Warning:%d: {fg_reset}Typo "{fg_cyan}%s{fg_reset}" would falsely trigger on correctly spelled word "{fg_cyan}%s{fg_reset}".', line_number, typo, word) elif not typo.startswith(':') and typo.endswith(':'): for word in correct_words: if word.endswith(typo[:-1]): cli.log.warning('{fg_yellow}Warning:%d:{fg_reset} Typo "{fg_cyan}%s{fg_reset}" would falsely trigger on correctly spelled word "{fg_cyan}%s{fg_reset}".', line_number, typo, word) elif not typo.startswith(':') and not typo.endswith(':'): for word in correct_words: if typo in word: cli.log.warning('{fg_yellow}Warning:%d:{fg_reset} Typo "{fg_cyan}%s{fg_reset}" would falsely trigger on correctly spelled word "{fg_cyan}%s{fg_reset}".', line_number, typo, word) def serialize_trie(autocorrections: List[Tuple[str, str]], trie: Dict[str, Any]) -> List[int]: """Serializes trie and correction data in a form readable by the C code. Args: autocorrections: List of (typo, correction) tuples. trie: Dict of dicts. Returns: List of ints in the range 0-255. """ table = [] # Traverse trie in depth first order. def traverse(trie_node): if 'LEAF' in trie_node: # Handle a leaf trie node. typo, correction = trie_node['LEAF'] word_boundary_ending = typo[-1] == ':' typo = typo.strip(':') i = 0 # Make the autocorrection data for this entry and serialize it. while i < min(len(typo), len(correction)) and typo[i] == correction[i]: i += 1 backspaces = len(typo) - i - 1 + word_boundary_ending assert 0 <= backspaces <= 63 correction = correction[i:] bs_count = [backspaces + 128] data = bs_count + list(bytes(correction, 'ascii')) + [0] entry = {'data': data, 'links': [], 'byte_offset': 0} table.append(entry) elif len(trie_node) == 1: # Handle trie node with a single child. c, trie_node = next(iter(trie_node.items())) entry = {'chars': c, 'byte_offset': 0} # It's common for a trie to have long chains of single-child nodes. We # find the whole chain so that we can serialize it more efficiently. while len(trie_node) == 1 and 'LEAF' not in trie_node: c, trie_node = next(iter(trie_node.items())) entry['chars'] += c table.append(entry) entry['links'] = [traverse(trie_node)] else: # Handle trie node with multiple children. entry = {'chars': ''.join(sorted(trie_node.keys())), 'byte_offset': 0} table.append(entry) entry['links'] = [traverse(trie_node[c]) for c in entry['chars']] return entry traverse(trie) def serialize(e: Dict[str, Any]) -> List[int]: if not e['links']: # Handle a leaf table entry. return e['data'] elif len(e['links']) == 1: # Handle a chain table entry. return [TYPO_CHARS[c] for c in e['chars']] + [0] # + encode_link(e['links'][0])) else: # Handle a branch table entry. data = [] for c, link in zip(e['chars'], e['links']): data += [TYPO_CHARS[c] | (0 if data else 64)] + encode_link(link) return data + [0] byte_offset = 0 for e in table: # To encode links, first compute byte offset of each entry. e['byte_offset'] = byte_offset byte_offset += len(serialize(e)) assert 0 <= byte_offset <= 0xffff return [b for e in table for b in serialize(e)] # Serialize final table. def encode_link(link: Dict[str, Any]) -> List[int]: """Encodes a node link as two bytes.""" byte_offset = link['byte_offset'] if not (0 <= byte_offset <= 0xffff): cli.log.error('{fg_red}Error:{fg_reset} The autocorrection table is too large, a node link exceeds 64KB limit. Try reducing the autocorrection dict to fewer entries.') sys.exit(1) return [byte_offset & 255, byte_offset >> 8] def typo_len(e: Tuple[str, str]) -> int: return len(e[0]) def to_hex(b: int) -> str: return f'0x{b:02X}' @cli.argument('filename', type=normpath, help='The autocorrection database file') @cli.argument('-kb', '--keyboard', type=keyboard_folder, completer=keyboard_completer, help='The keyboard to build a firmware for. Ignored when a configurator export is supplied.') @cli.argument('-km', '--keymap', completer=keymap_completer, help='The keymap to build a firmware for. Ignored when a configurator export is supplied.') @cli.argument('-o', '--output', arg_only=True, type=normpath, help='File to write to') @cli.argument('-q', '--quiet', arg_only=True, action='store_true', help="Quiet mode, only output error messages") @cli.subcommand('Generate the autocorrection data file from a dictionary file.') def generate_autocorrect_data(cli): autocorrections = parse_file(cli.args.filename) trie = make_trie(autocorrections) data = serialize_trie(autocorrections, trie) current_keyboard = cli.args.keyboard or cli.config.user.keyboard or cli.config.generate_autocorrect_data.keyboard current_keymap = cli.args.keymap or cli.config.user.keymap or cli.config.generate_autocorrect_data.keymap if current_keyboard and current_keymap: cli.args.output = locate_keymap(current_keyboard, current_keymap).parent / 'autocorrect_data.h' assert all(0 <= b <= 255 for b in data) min_typo = min(autocorrections, key=typo_len)[0] max_typo = max(autocorrections, key=typo_len)[0] # Build the autocorrect_data.h file. autocorrect_data_h_lines = [GPL2_HEADER_C_LIKE, GENERATED_HEADER_C_LIKE, '#pragma once', ''] autocorrect_data_h_lines.append(f'// Autocorrection dictionary ({len(autocorrections)} entries):') for typo, correction in autocorrections: autocorrect_data_h_lines.append(f'// {typo:<{len(max_typo)}} -> {correction}') autocorrect_data_h_lines.append('') autocorrect_data_h_lines.append(f'#define AUTOCORRECT_MIN_LENGTH {len(min_typo)} // "{min_typo}"') autocorrect_data_h_lines.append(f'#define AUTOCORRECT_MAX_LENGTH {len(max_typo)} // "{max_typo}"') autocorrect_data_h_lines.append(f'#define DICTIONARY_SIZE {len(data)}') autocorrect_data_h_lines.append('') autocorrect_data_h_lines.append('static const uint8_t autocorrect_data[DICTIONARY_SIZE] PROGMEM = {') autocorrect_data_h_lines.append(textwrap.fill(' %s' % (', '.join(map(to_hex, data))), width=100, subsequent_indent=' ')) autocorrect_data_h_lines.append('};') # Show the results dump_lines(cli.args.output, autocorrect_data_h_lines, cli.args.quiet)