chore: use monorepo organization
This commit is contained in:
parent
deaf7d6ecc
commit
a687827f7e
1099 changed files with 8184 additions and 11535 deletions
|
|
@ -1,108 +0,0 @@
|
|||
const jaro = require('talisman/metrics/distance/jaro')
|
||||
const _ = require('lodash/fp')
|
||||
|
||||
const logger = require('../logger')
|
||||
|
||||
const stringSimilarity = _.curry(jaro)
|
||||
|
||||
// birth date
|
||||
|
||||
function isDateWithinSomeDaysOfPeriod (period, date, days) {
|
||||
const inMillisecs = 24 * 60 * 60 * 1000
|
||||
|
||||
const startTime = period.start.date.getTime() - days * inMillisecs
|
||||
const startDate = new Date(startTime)
|
||||
|
||||
const endTime = period.end.date.getTime() + days * inMillisecs
|
||||
const endDate = new Date(endTime)
|
||||
|
||||
return (startDate < date && date < endDate)
|
||||
}
|
||||
|
||||
const isBornTooLongSince = _.curry((days, dateObject, individual) => {
|
||||
if (!dateObject) return false
|
||||
if (_.isEmpty(individual.birthDatePeriods)) return false
|
||||
const isWithinSomeYears = _.partialRight(isDateWithinSomeDaysOfPeriod, [dateObject.date, days])
|
||||
return !_.some(isWithinSomeYears, individual.birthDatePeriods)
|
||||
})
|
||||
|
||||
// algorithm
|
||||
|
||||
function match (structs, candidate, options) {
|
||||
const {threshold, fullNameThreshold, ratio = 0.5, verboseFor} = options
|
||||
const {fullName, words, birthDate} = candidate
|
||||
|
||||
// Accept aliases who's full name matches.
|
||||
const doesNameMatch = _.flow(
|
||||
_.get('fullName'),
|
||||
stringSimilarity(fullName),
|
||||
_.lte(fullNameThreshold)
|
||||
)
|
||||
const aliases = _.flatMap(_.get('aliases'), structs.individuals)
|
||||
const aliasIdsFromFullName = _.flow(
|
||||
_.filter(doesNameMatch),
|
||||
_.map(_.get('id'))
|
||||
)(aliases)
|
||||
|
||||
const phoneticWeight = ratio
|
||||
const stringWeight = 1 - phoneticWeight
|
||||
|
||||
const matches = []
|
||||
|
||||
for (const word of words) {
|
||||
const getPhonetic = phonetic => structs.phoneticMap.get(phonetic)
|
||||
const phoneticMatches = new Set(_.flatMap(getPhonetic, word.phonetics))
|
||||
|
||||
for (const wordEntry of structs.wordList) {
|
||||
const stringScore = stringSimilarity(word.value, wordEntry.value)
|
||||
|
||||
const verbose = _.includes(wordEntry.value, verboseFor)
|
||||
|
||||
for (const aliasId of wordEntry.aliasIds) {
|
||||
const phoneticScore = phoneticMatches.has(aliasId) ? 1 : -1
|
||||
const finalScore = stringWeight * stringScore + phoneticWeight * phoneticScore
|
||||
|
||||
verbose && logger.debug(finalScore.toFixed(2), stringScore.toFixed(2), phoneticScore.toFixed(2), word.value, wordEntry.value)
|
||||
|
||||
if (finalScore >= threshold) {
|
||||
const entry = {aliasId, score: finalScore, word: word.value, value: wordEntry.value}
|
||||
const index = _.sortedIndexBy(x => -x.score, entry, matches)
|
||||
matches.splice(index, 0, entry)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const sameWord = (a, b) => a.aliasId === b.aliasId && a.word === b.word
|
||||
const sameValue = (a, b) => a.aliasId === b.aliasId && a.value === b.value
|
||||
|
||||
const aliasIdsFromNamePart = _.flow(
|
||||
_.uniqWith(sameWord),
|
||||
_.uniqWith(sameValue),
|
||||
_.map(_.get('aliasId')),
|
||||
_.countBy(_.identity),
|
||||
_.toPairs,
|
||||
_.filter(([aliasId, count]) => {
|
||||
const {length} = structs.aliasesMap.get(aliasId).words
|
||||
return (count >= _.min([2, words.length, length]))
|
||||
}),
|
||||
_.map(_.first)
|
||||
)(matches)
|
||||
|
||||
// Get the full record for each matched id
|
||||
const getIndividual = aliasId => {
|
||||
const individualId = structs.aliasToIndividual.get(aliasId)
|
||||
return structs.individualsMap.get(individualId)
|
||||
}
|
||||
const suspects = _.uniq(_.map(getIndividual, [
|
||||
...aliasIdsFromFullName,
|
||||
...aliasIdsFromNamePart
|
||||
]))
|
||||
|
||||
// Reject everyone who is born two years away.
|
||||
const twoYears = 365 * 2
|
||||
const unqualified = isBornTooLongSince(twoYears, birthDate)
|
||||
return _.reject(unqualified, suspects)
|
||||
}
|
||||
|
||||
module.exports = {match}
|
||||
Loading…
Add table
Add a link
Reference in a new issue