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index.js
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import fs from 'fs';
import path from 'path';
import * as parser from './parser.js';
import * as utils from './utils.js';
import * as writer from './writer.js';
import * as cypher from './cypher.js';
import { processDataOverlayFiles } from './dataOverlay.js';
import { createTimelineChart } from './timelineGenerator.js';
let extNodeIdTracker = 1;
const humanGeneIdSet = new Set();
const externalIdDBMap = {};
const PMIDSset = new Set();
let instructions = [];
let dropIndexes = false;
let prefix = '';
let outputPath = '';
let outDir = './neo4j';
let inputDir, yamlFile;
const parseModelFiles = (modelDir) => {
// find the yaml in the folder
yamlFile = utils.getFile(modelDir, /.*[.](yaml|yml)$/);
if (!yamlFile) {
throw new Error('yaml file not found in path ', modelDir);
}
const [
metadata,
metabolites,
reactions,
genes,
compartments,
metadataSection,
model,
version,
isHuman,
] = parser.getInfoFromYaml(yamlFile);
prefix = `${model}${version}`;
outputPath = `${outDir}/${prefix}.`;
const content = {
// reformat object as proper key:value objects, rename/add/remove keys
compartmentalizedMetabolite:
utils.reformatCompartmentalizedMetaboliteObjets(metabolites.metabolites),
reaction: utils.reformatReactionObjets(reactions.reactions),
gene: utils.reformatGeneObjets(genes.genes),
compartment: utils.reformatCompartmentObjets(compartments.compartments),
};
const componentIdDict = utils.getComponentIdDict(content);
if (isHuman) {
utils.getHumanGeneIdSet(componentIdDict, humanGeneIdSet);
}
processDataOverlayFiles({
modelDir,
outDir: './dataOverlay',
componentIdDict,
});
// ========================================================================
// SVG mapping file
const svgNodes = [];
['compartment', 'subsystem', 'custom'].forEach((component) => {
const svgRels = parser.getComponentSvgRel(
content,
component,
svgNodes,
modelDir,
metadataSection
);
writer.writeComponentSvgCSV(svgRels, outputPath, component);
});
// write svgMaps file
writer.writeSvgCSV(svgNodes, outputPath);
// ========================================================================
// parse pubmed references
const [PMIDs, reactionPMID] = parser.getPMIDs(PMIDSset, componentIdDict);
writer.writePMIDCSV(PMIDs, outputPath); // write pubmedReferences file
writer.writeReactionPMIDCSV(reactionPMID, outputPath); // write reaction pubmed reference file
// ========================================================================
// parse gene annotations
parser.getGeneAnnotation(componentIdDict, modelDir);
// ========================================================================
// parse External IDs files
const externalIdNodes = [];
['reaction', 'metabolite', 'gene'].forEach((component) => {
let fcomponent = '';
let externalIdDBComponentRel = [];
[extNodeIdTracker, fcomponent, externalIdDBComponentRel] =
parser.getComponentExternalDb(
externalIdNodes,
externalIdDBMap,
extNodeIdTracker,
component,
componentIdDict,
modelDir,
);
writer.writeComponentExternalDbCSV(
externalIdDBComponentRel,
outputPath,
fcomponent,
);
});
// write the externalDbs file
writer.writeExternalDbCSV(externalIdNodes, outputPath);
// ========================================================================
// write main nodes relationships files
writer.writeMetaboliteCompartmentCSV(content, outputPath);
// ========================================================================
// write metabolite-compartmentalizedMetabolite relationships
// generate unique metabolite
// keep only distinct metabolite (non-compartmentalize) and use the name to generate IDs
let hm = {};
const uniqueCompartmentalizedMap = {};
content.compartmentalizedMetabolite.forEach((m) => {
utils.getUniqueCompartmentlizedMap(m, hm, uniqueCompartmentalizedMap);
});
const uniqueMetDict = {};
const uniqueMetabolites = [];
content.compartmentalizedMetabolite.forEach((m) => {
utils.getUniqueMetabolite(
m,
uniqueCompartmentalizedMap,
uniqueMetDict,
uniqueMetabolites,
);
});
// create compartmentalizedMetabolite file
writer.writeMetaboliteCSV(content, outputPath);
// ========================================================================
// extract information from metabolite annotation file
// METABOLITES.tsv has been removed for the format, and this file is actually
// empty in the old format
// ========================================================================
// CM-M relationships
writer.writeMetaboliteMetaboliteRelCSV(
content,
uniqueCompartmentalizedMap,
outputPath,
);
// delete compartmentlizedMetabolites, add unique metabolites
content.metabolite = uniqueMetabolites;
delete content.compartmentalizedMetabolite;
// write reactants-reaction, reaction-products, reaction-genes, reaction-susbsystems relationships files
const [
reactionReactantRecords,
reactionProductRecords,
reactionGeneRecords,
reactionSubsystemRecords,
] = utils.getReactionRel(content);
writer.writeRRCSV(reactionReactantRecords, outputPath);
writer.writeRPCSV(reactionProductRecords, outputPath);
writer.writeRGCSV(reactionGeneRecords, outputPath);
writer.writeRSCSV(reactionSubsystemRecords, outputPath);
// ========================================================================
// write nodes files
Object.keys(content).forEach((k) => {
const elements = content[k];
writer.writeComponentCSV(content, k, outputPath);
writer.writeComponentStateCSV(content, k, outputPath);
});
// TODO generate instructions more dynamically
instructions = cypher.getModelCypherInstructions(
prefix,
dropIndexes,
model,
version,
instructions,
);
};
// ========================================================================
// argument parsing
const args = [];
try {
for (let i = 0; i < process.argv.length; i += 1) {
if (process.argv[i] === '--reset-db') {
dropIndexes = true;
} else {
args.push(process.argv[i]);
}
}
inputDir = args[2] + '/integrated-models';
} catch {
console.log('Usage: yarn start input_dir');
console.log('Usage: yarn start input_dir --reset-db');
}
if (!fs.existsSync(`${outDir}`)) {
fs.mkdirSync(`${outDir}`);
}
// ========================================================================
// main procedure
try {
const intputDirFiles = fs.readdirSync(inputDir);
for (let i = 0; i < intputDirFiles.length; i++) {
const filePath = path.join(inputDir, intputDirFiles[i]);
const stat = fs.lstatSync(filePath);
if (stat.isDirectory() && intputDirFiles[i][0] != '.') {
parseModelFiles(filePath);
}
}
instructions = cypher.getRemainCypherInstructions(instructions);
createTimelineChart(inputDir);
} catch (e) {
if (e.mark) {
// avoid to print the whole yaml into console
e.mark.buffer = '';
}
console.log(e);
}
// ========================================================================
// write cypher intructions to file
writer.writeCypherFile(instructions, outDir);