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clusterProcessing.js
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clusterProcessing.js
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const path = require('path')
const fs = require('fs')
const util = require('util')
const annoParser = require('./annoParser')
const Gene = annoParser.Gene
const loadSpeciesGeneAnno = annoParser.loadSpeciesGeneAnno
const fsReadFilePromise = util.promisify(fs.readFile)
const rawClusterFilePath = 'Annotation/AnnotationFiles'
const clusterSuffix = '.gene_info.gz'
const MAX_MATCH_ENTRIES = 10
const serverBasePath = '.'
/**
* Workflow:
*
* When initializing
* * Build an NCBI query table for `Gene` objects, keyed by their Ensembl IDs
* (Check if the NCBI gene_info file needs to be updated.)
* * Read cluster file from `settings.rawFilePath` + `reference` +
* `settings.clusterPostfix`
* * Build a list of clusters, with all its genes inserted
* * Enum through the clusters and populate alias/ensemblId/symbol-to-gene
* map
* * Mark completion of initialization
*
* When querying
* * Wait until initialization is complete (or promise rejected)
* * Enum all possible names in the map and find everything that's partially
* matched or completely matched (in two categories)
* * Return the JSON for two categories of clusters
*/
/**
* Class for a gene cluster
*
* @class Cluster
* @property {object} genesBySpecies an object with species name as a key,
* the value is an Array of all genes included in this cluster in a given
* species.
* @property {string} id Unique cluster ID
*/
class Cluster {
constructor (
id, geneEnsemblId, speciesName, geneMap, geneName, supportedSpeciesNames
) {
this.id = id
this.genesBySpecies = {}
supportedSpeciesNames.forEach(name => this.addNewSpeciesIfNotExists(name))
this.addGeneById(geneEnsemblId, speciesName, geneMap, geneName)
}
addNewSpeciesIfNotExists (speciesName) {
if (!this.genesBySpecies.hasOwnProperty(speciesName)) {
this.genesBySpecies[speciesName] = []
this.genesBySpecies[speciesName]._map = new Map()
}
}
addGeneById (geneEnsemblId, speciesName, geneMap, geneName) {
this.addNewSpeciesIfNotExists(speciesName)
if (!geneMap[speciesName].has(geneEnsemblId)) {
// No such entry from NCBI data base, build a temp one
geneMap[speciesName].set(geneEnsemblId,
new Gene(geneName, geneEnsemblId))
}
if (!this.genesBySpecies[speciesName]._map.has(geneEnsemblId)) {
this.genesBySpecies[speciesName].push(
geneMap[speciesName].get(geneEnsemblId)
)
this.genesBySpecies[speciesName]._map.set(
geneEnsemblId, geneMap[speciesName].get(geneEnsemblId))
}
}
static getIdFromLine (line) {
return line.split('\t')[2]
}
getGeneListBySpecies (speciesName) {
return this.genesBySpecies[speciesName].slice()
}
}
async function loadClustersFromFile (
clusters, species, settings, geneMap, supportedSpecies
) {
let clusterFileName = path.format({
dir: settings.rawFilePath || path.format({
dir: serverBasePath,
base: rawClusterFilePath
}),
name: species.reference,
ext: settings.clusterSuffix || clusterSuffix
})
let buffer = await fsReadFilePromise(clusterFileName, 'utf8')
buffer.split('\n').forEach(line => {
if (line) {
let clusterId = Cluster.getIdFromLine(line)
let geneEnsemblId = line.split('\t')[0]
let geneName = line.split('\t')[1]
// console.log(geneEnsemblId)
if (!clusters._map.has(clusterId)) {
let newCluster =
new Cluster(
clusterId, geneEnsemblId, species.name,
geneMap, geneName, supportedSpecies.map(species => species.name))
clusters.push(newCluster)
clusters._map.set(clusterId, newCluster)
} else {
clusters._map.get(clusterId)
.addGeneById(geneEnsemblId, species.name, geneMap, geneName)
}
}
})
return clusters
}
function addAliasClusterIdPair (alias, clusterId, mapObj, keepCase) {
alias = alias || ''
if (!keepCase) {
alias = alias.toLowerCase()
}
if (!mapObj.has(alias)) {
mapObj.set(alias, clusterId)
} else {
if (Array.isArray(mapObj.get(alias))) {
if (
mapObj.get(alias).indexOf(clusterId) < 0
) {
mapObj.get(alias).push(clusterId)
}
} else {
if (mapObj.get(alias) !== clusterId) {
mapObj.set(alias, [
mapObj.get(alias), clusterId
])
}
}
}
}
/**
* A cluster processor for cluster search
*
* @class ClusterProcesser
* @property {Array<Cluster>} clusters
*/
class ClusterProcesser {
constructor (supportedSpecies, settings) {
this.geneMap = {}
this.clusters = []
this.clusters._map = new Map()
this.aliasToClusterMap = new Map()
this.ensemblIdToClusterMap = new Map()
console.log('===== Building cluster table =====')
this.clusterTableReadyPromise = Promise.all(supportedSpecies.map(
species => loadSpeciesGeneAnno(species)
.then(speciesGeneMap => (this.geneMap[species.name] = speciesGeneMap))
)).then(() => Promise.all(supportedSpecies.map(species =>
loadClustersFromFile(
this.clusters, species, settings, this.geneMap, supportedSpecies
)
))).then(() => this.clusters.forEach(cluster => {
for (let species in cluster.genesBySpecies) {
if (cluster.genesBySpecies.hasOwnProperty(species)) {
let geneList = cluster.genesBySpecies[species]
geneList.forEach(gene => {
addAliasClusterIdPair(
gene.ensemblId, cluster.id, this.ensemblIdToClusterMap, true
)
gene.aliases.forEach(alias =>
addAliasClusterIdPair(
alias, cluster.id, this.aliasToClusterMap
)
)
})
}
}
})).then(() => console.log('===== Cluster table built ====='))
}
getClusterById (id) {
return this.clusters._map.get(id)
}
getClusters (partialAlias, maxMatchEntries) {
maxMatchEntries = maxMatchEntries || MAX_MATCH_ENTRIES
if (partialAlias.startsWith('ENSG') ||
partialAlias.startsWith('ENSMUSG') ||
partialAlias.match(/ENS[A-Z]+[0-9]{3}/)
) {
// ensembl ID
return this.clusterTableReadyPromise.then(() => {
let fullMatchList = this.ensemblIdToClusterMap.has(partialAlias)
? this.ensemblIdToClusterMap.get(partialAlias)
: []
if (!Array.isArray(fullMatchList)) {
fullMatchList = [fullMatchList]
}
return {
fullMatchList: fullMatchList.map(
clusterId => this.clusters._map.get(clusterId)),
maxExceeded: false,
partialMatchList: []
}
})
} else {
partialAlias = (partialAlias || '').toLowerCase()
return this.clusterTableReadyPromise.then(() => {
let fullMatchSet = new Set()
let fullMatchList = this.aliasToClusterMap.has(partialAlias)
? this.aliasToClusterMap.get(partialAlias)
: []
if (!Array.isArray(fullMatchList)) {
fullMatchList = [fullMatchList]
}
fullMatchList.forEach(cluster => fullMatchSet.add(cluster))
let partialMatchMap = new Map()
let maxExceeded = false
for (const [key, value] of this.aliasToClusterMap) {
if (key !== partialAlias && key.includes(partialAlias)) {
let valueArray = Array.isArray(value) ? value : [value]
valueArray.forEach(clusterId => {
if (!fullMatchSet.has(clusterId) &&
!partialMatchMap.has(clusterId)
) {
partialMatchMap.set(clusterId,
this.clusters._map.get(clusterId))
}
})
if (partialMatchMap.size > maxMatchEntries) {
maxExceeded = true
break
}
}
}
return {
fullMatchList: fullMatchList.map(
clusterId => this.clusters._map.get(clusterId)),
maxExceeded: maxExceeded,
partialMatchList: maxExceeded ? [] : [...partialMatchMap.values()]
}
}).catch(err => {
console.log(err)
return null
})
}
}
}
module.exports = ClusterProcesser