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joplin/ReactNativeClient/lib/services/SearchEngine.js

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const { Logger } = require('lib/logger.js');
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const ItemChange = require('lib/models/ItemChange.js');
const Setting = require('lib/models/Setting.js');
const Note = require('lib/models/Note.js');
const BaseModel = require('lib/BaseModel.js');
const ItemChangeUtils = require('lib/services/ItemChangeUtils');
const { pregQuote, scriptType } = require('lib/string-utils.js');
const removeDiacritics = require('diacritics').remove;
const { sprintf } = require('sprintf-js');
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class SearchEngine {
constructor() {
this.dispatch = () => {};
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this.logger_ = new Logger();
this.db_ = null;
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this.isIndexing_ = false;
this.syncCalls_ = [];
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}
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static instance() {
if (SearchEngine.instance_) return SearchEngine.instance_;
SearchEngine.instance_ = new SearchEngine();
return SearchEngine.instance_;
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}
setLogger(logger) {
this.logger_ = logger;
}
logger() {
return this.logger_;
}
setDb(db) {
this.db_ = db;
}
db() {
return this.db_;
}
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noteById_(notes, noteId) {
for (let i = 0; i < notes.length; i++) {
if (notes[i].id === noteId) return notes[i];
}
// The note may have been deleted since the change was recorded. For example in this case:
// - Note created (Some Change object is recorded)
// - Note is deleted
// - ResourceService indexer runs.
// In that case, there will be a change for the note, but the note will be gone.
return null;
}
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async rebuildIndex_() {
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let noteIds = await this.db().selectAll('SELECT id FROM notes WHERE is_conflict = 0 AND encryption_applied = 0');
noteIds = noteIds.map(n => n.id);
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const lastChangeId = await ItemChange.lastChangeId();
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// First delete content of note_normalized, in case the previous initial indexing failed
await this.db().exec('DELETE FROM notes_normalized');
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while (noteIds.length) {
const currentIds = noteIds.splice(0, 100);
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const notes = await Note.modelSelectAll(`SELECT id, title, body FROM notes WHERE id IN ("${currentIds.join('","')}") AND is_conflict = 0 AND encryption_applied = 0`);
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const queries = [];
for (let i = 0; i < notes.length; i++) {
const note = notes[i];
const n = this.normalizeNote_(note);
queries.push({ sql: 'INSERT INTO notes_normalized(id, title, body) VALUES (?, ?, ?)', params: [n.id, n.title, n.body] });
}
await this.db().transactionExecBatch(queries);
}
Setting.setValue('searchEngine.lastProcessedChangeId', lastChangeId);
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}
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scheduleSyncTables() {
if (this.scheduleSyncTablesIID_) return;
this.scheduleSyncTablesIID_ = setTimeout(async () => {
try {
await this.syncTables();
} catch (error) {
this.logger().error('SearchEngine::scheduleSyncTables: Error while syncing tables:', error);
}
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this.scheduleSyncTablesIID_ = null;
}, 10000);
}
async rebuildIndex() {
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Setting.setValue('searchEngine.lastProcessedChangeId', 0);
Setting.setValue('searchEngine.initialIndexingDone', false);
return this.syncTables();
}
async syncTables_() {
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if (this.isIndexing_) return;
this.isIndexing_ = true;
this.logger().info('SearchEngine: Updating FTS table...');
await ItemChange.waitForAllSaved();
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if (!Setting.value('searchEngine.initialIndexingDone')) {
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await this.rebuildIndex_();
Setting.setValue('searchEngine.initialIndexingDone', true);
this.isIndexing_ = false;
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return;
}
const startTime = Date.now();
const report = {
inserted: 0,
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deleted: 0,
};
let lastChangeId = Setting.value('searchEngine.lastProcessedChangeId');
try {
while (true) {
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const changes = await ItemChange.modelSelectAll(
`
SELECT id, item_id, type
FROM item_changes
WHERE item_type = ?
AND id > ?
ORDER BY id ASC
LIMIT 10
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`,
[BaseModel.TYPE_NOTE, lastChangeId]
);
if (!changes.length) break;
const noteIds = changes.map(a => a.item_id);
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const notes = await Note.modelSelectAll(`SELECT id, title, body FROM notes WHERE id IN ("${noteIds.join('","')}") AND is_conflict = 0 AND encryption_applied = 0`);
const queries = [];
for (let i = 0; i < changes.length; i++) {
const change = changes[i];
if (change.type === ItemChange.TYPE_CREATE || change.type === ItemChange.TYPE_UPDATE) {
queries.push({ sql: 'DELETE FROM notes_normalized WHERE id = ?', params: [change.item_id] });
const note = this.noteById_(notes, change.item_id);
if (note) {
const n = this.normalizeNote_(note);
queries.push({ sql: 'INSERT INTO notes_normalized(id, title, body) VALUES (?, ?, ?)', params: [change.item_id, n.title, n.body] });
report.inserted++;
}
} else if (change.type === ItemChange.TYPE_DELETE) {
queries.push({ sql: 'DELETE FROM notes_normalized WHERE id = ?', params: [change.item_id] });
report.deleted++;
} else {
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throw new Error(`Invalid change type: ${change.type}`);
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}
lastChangeId = change.id;
}
await this.db().transactionExecBatch(queries);
Setting.setValue('searchEngine.lastProcessedChangeId', lastChangeId);
await Setting.saveAll();
}
} catch (error) {
this.logger().error('SearchEngine: Error while processing changes:', error);
}
await ItemChangeUtils.deleteProcessedChanges();
this.logger().info(sprintf('SearchEngine: Updated FTS table in %dms. Inserted: %d. Deleted: %d', Date.now() - startTime, report.inserted, report.deleted));
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this.isIndexing_ = false;
}
async syncTables() {
this.syncCalls_.push(true);
try {
await this.syncTables_();
} finally {
this.syncCalls_.pop();
}
}
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async countRows() {
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const sql = 'SELECT count(*) as total FROM notes_fts';
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const row = await this.db().selectOne(sql);
return row && row['total'] ? row['total'] : 0;
}
fieldNamesFromOffsets_(offsets) {
const notesNormalizedFieldNames = this.db().tableFieldNames('notes_normalized');
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const occurenceCount = Math.floor(offsets.length / 4);
const output = [];
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for (let i = 0; i < occurenceCount; i++) {
const colIndex = offsets[i * 4];
const fieldName = notesNormalizedFieldNames[colIndex];
if (!output.includes(fieldName)) output.push(fieldName);
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}
return output;
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}
calculateWeight_(offsets, termCount) {
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// Offset doc: https://www.sqlite.org/fts3.html#offsets
// - If there's only one term in the query string, the content with the most matches goes on top
// - If there are multiple terms, the result with the most occurences that are closest to each others go on top.
// eg. if query is "abcd efgh", "abcd efgh" will go before "abcd XX efgh".
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const occurenceCount = Math.floor(offsets.length / 4);
if (termCount === 1) return occurenceCount;
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let spread = 0;
let previousDist = null;
for (let i = 0; i < occurenceCount; i++) {
const dist = offsets[i * 4 + 2];
if (previousDist !== null) {
const delta = dist - previousDist;
spread += delta;
}
previousDist = dist;
}
// Divide the number of occurences by the spread so even if a note has many times the searched terms
// but these terms are very spread appart, they'll be given a lower weight than a note that has the
// terms once or twice but just next to each others.
return occurenceCount / spread;
}
processBasicSearchResults_(rows, parsedQuery) {
const valueRegexs = parsedQuery.keys.includes('_') ? parsedQuery.terms['_'].map(term => term.valueRegex || term.value) : [];
const isTitleSearch = parsedQuery.keys.includes('title');
const isOnlyTitle = parsedQuery.keys.length === 1 && isTitleSearch;
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for (let i = 0; i < rows.length; i++) {
const row = rows[i];
const testTitle = regex => new RegExp(regex, 'ig').test(row.title);
const matchedFields = {
title: isTitleSearch || valueRegexs.some(testTitle),
body: !isOnlyTitle,
};
row.fields = Object.keys(matchedFields).filter(key => matchedFields[key]);
row.weight = 0;
}
}
processResults_(rows, parsedQuery, isBasicSearchResults = false) {
if (isBasicSearchResults) {
this.processBasicSearchResults_(rows, parsedQuery);
} else {
for (let i = 0; i < rows.length; i++) {
const row = rows[i];
const offsets = row.offsets.split(' ').map(o => Number(o));
row.weight = this.calculateWeight_(offsets, parsedQuery.termCount);
row.fields = this.fieldNamesFromOffsets_(offsets);
}
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}
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rows.sort((a, b) => {
if (a.fields.includes('title') && !b.fields.includes('title')) return -1;
if (!a.fields.includes('title') && b.fields.includes('title')) return +1;
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if (a.weight < b.weight) return +1;
if (a.weight > b.weight) return -1;
if (a.is_todo && a.todo_completed) return +1;
if (b.is_todo && b.todo_completed) return -1;
if (a.user_updated_time < b.user_updated_time) return +1;
if (a.user_updated_time > b.user_updated_time) return -1;
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return 0;
});
}
// https://stackoverflow.com/a/13818704/561309
queryTermToRegex(term) {
while (term.length && term.indexOf('*') === 0) {
term = term.substr(1);
}
let regexString = pregQuote(term);
if (regexString[regexString.length - 1] === '*') {
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regexString = `${regexString.substr(0, regexString.length - 2)}[^${pregQuote(' \t\n\r,.,+-*?!={}<>|:"\'()[]')}]` + '*?';
// regexString = regexString.substr(0, regexString.length - 2) + '.*?';
}
return regexString;
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}
parseQuery(query) {
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const terms = { _: [] };
let inQuote = false;
let currentCol = '_';
let currentTerm = '';
for (let i = 0; i < query.length; i++) {
const c = query[i];
if (c === '"') {
if (inQuote) {
terms[currentCol].push(currentTerm);
currentTerm = '';
inQuote = false;
} else {
inQuote = true;
}
continue;
}
if (c === ' ' && !inQuote) {
if (!currentTerm) continue;
terms[currentCol].push(currentTerm);
currentCol = '_';
currentTerm = '';
continue;
}
if (c === ':' && !inQuote) {
currentCol = currentTerm;
if (!terms[currentCol]) terms[currentCol] = [];
currentTerm = '';
continue;
}
currentTerm += c;
}
if (currentTerm) terms[currentCol].push(currentTerm);
// Filter terms:
// - Convert wildcards to regex
// - Remove columns with no results
// - Add count of terms
let termCount = 0;
const keys = [];
for (const col in terms) {
if (!terms.hasOwnProperty(col)) continue;
if (!terms[col].length) {
delete terms[col];
continue;
}
for (let i = terms[col].length - 1; i >= 0; i--) {
const term = terms[col][i];
// SQlLite FTS doesn't allow "*" queries and neither shall we
if (term === '*') {
terms[col].splice(i, 1);
continue;
}
if (term.indexOf('*') >= 0) {
terms[col][i] = { type: 'regex', value: term, scriptType: scriptType(term), valueRegex: this.queryTermToRegex(term) };
} else {
terms[col][i] = { type: 'text', value: term, scriptType: scriptType(term) };
}
}
termCount += terms[col].length;
keys.push(col);
}
return {
termCount: termCount,
keys: keys,
terms: terms,
};
}
allParsedQueryTerms(parsedQuery) {
if (!parsedQuery || !parsedQuery.termCount) return [];
let output = [];
for (const col in parsedQuery.terms) {
if (!parsedQuery.terms.hasOwnProperty(col)) continue;
output = output.concat(parsedQuery.terms[col]);
}
return output;
}
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normalizeText_(text) {
const normalizedText = text.normalize ? text.normalize() : text;
return removeDiacritics(normalizedText.toLowerCase());
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}
normalizeNote_(note) {
const n = Object.assign({}, note);
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n.title = this.normalizeText_(n.title);
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n.body = this.normalizeText_(n.body);
return n;
}
async basicSearch(query) {
query = query.replace(/\*/, '');
const parsedQuery = this.parseQuery(query);
const searchOptions = {};
for (const key of parsedQuery.keys) {
if (parsedQuery.terms[key].length === 0) continue;
const term = parsedQuery.terms[key][0].value;
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if (key === '_') searchOptions.anywherePattern = `*${term}*`;
if (key === 'title') searchOptions.titlePattern = `*${term}*`;
if (key === 'body') searchOptions.bodyPattern = `*${term}*`;
}
return Note.previews(null, searchOptions);
}
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determineSearchType_(query, preferredSearchType) {
if (preferredSearchType === SearchEngine.SEARCH_TYPE_BASIC) return SearchEngine.SEARCH_TYPE_BASIC;
// If preferredSearchType is "fts" we auto-detect anyway
// because it's not always supported.
const st = scriptType(query);
if (!Setting.value('db.ftsEnabled') || ['ja', 'zh', 'ko', 'th'].indexOf(st) >= 0) {
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return SearchEngine.SEARCH_TYPE_BASIC;
}
return SearchEngine.SEARCH_TYPE_FTS;
}
async search(query, options = null) {
options = Object.assign({}, {
searchType: SearchEngine.SEARCH_TYPE_AUTO,
}, options);
query = this.normalizeText_(query);
const searchType = this.determineSearchType_(query, options.searchType);
const parsedQuery = this.parseQuery(query);
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if (searchType === SearchEngine.SEARCH_TYPE_BASIC) {
// Non-alphabetical languages aren't support by SQLite FTS (except with extensions which are not available in all platforms)
const rows = await this.basicSearch(query);
this.processResults_(rows, parsedQuery, true);
return rows;
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} else { // SEARCH_TYPE_FTS
// FTS will ignore all special characters, like "-" in the index. So if
// we search for "this-phrase" it won't find it because it will only
// see "this phrase" in the index. Because of this, we remove the dashes
// when searching.
// https://github.com/laurent22/joplin/issues/1075#issuecomment-459258856
query = query.replace(/-/g, ' ');
const sql = `
SELECT
notes_fts.id,
notes_fts.title AS normalized_title,
offsets(notes_fts) AS offsets,
notes.title,
notes.user_updated_time,
notes.is_todo,
notes.todo_completed,
notes.parent_id
FROM notes_fts
LEFT JOIN notes ON notes_fts.id = notes.id
WHERE notes_fts MATCH ?
`;
try {
const rows = await this.db().selectAll(sql, [query]);
this.processResults_(rows, parsedQuery);
return rows;
} catch (error) {
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this.logger().warn(`Cannot execute MATCH query: ${query}: ${error.message}`);
return [];
}
}
}
async destroy() {
if (this.scheduleSyncTablesIID_) {
clearTimeout(this.scheduleSyncTablesIID_);
this.scheduleSyncTablesIID_ = null;
}
SearchEngine.instance_ = null;
return new Promise((resolve) => {
const iid = setInterval(() => {
if (!this.syncCalls_.length) {
clearInterval(iid);
this.instance_ = null;
resolve();
}
}, 100);
});
}
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}
SearchEngine.instance_ = null;
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SearchEngine.SEARCH_TYPE_AUTO = 'auto';
SearchEngine.SEARCH_TYPE_BASIC = 'basic';
SearchEngine.SEARCH_TYPE_FTS = 'fts';
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module.exports = SearchEngine;