Examples with MonomersJsonLoader io.loaders.json.MonomersJsonLoader used on opensource projects

Example 1 with MonomersJsonLoader

use of io.loaders.json.MonomersJsonLoader in project Smiles2Monomers by yoann-dufresne.

the class ChainLearningTests method setUp.

@Before
public void setUp() throws Exception {
    // Loading test monomers
    MonomersDB premonos = new MonomersJsonLoader().loadFile("data_tests/monos.json");
    // Creation of a subset of monos
    this.monos = new MonomersDB();
    this.monos.addObject("Dpr", premonos.getObject("Dpr"));
    this.monos.addObject("D-Ser", premonos.getObject("D-Ser"));
    // Loading test rules
    RulesDB rules = RulesJsonLoader.loader.loadFile("data_tests/rules.json");
    // Loading test residues
    ResidueJsonLoader rjl = new ResidueJsonLoader(rules, this.monos);
    this.families = rjl.loadFile("data_tests/res.json");
    // Loading test polymers
    PolymersJsonLoader pjl = new PolymersJsonLoader(premonos);
    PolymersDB base = pjl.loadFile("data_tests/peps.json");
    // Creation of learning base with only 1 polymer.
    this.learningBase = new PolymersDB();
    this.learningBase.addObject("AM-toxin II", base.getObject("306"));
    // Construct reference
    this.constructReference();
}

Example 2 with MonomersJsonLoader

use of io.loaders.json.MonomersJsonLoader in project Smiles2Monomers by yoann-dufresne.

the class OverlapData method main.

public static void main(String[] args) {
    // Norine Loading
    MonomersJsonLoader monosLoader = new MonomersJsonLoader();
    MonomersDB norMonos = monosLoader.loadFile("data/monomers.json");
    PolymersJsonLoader loader = new PolymersJsonLoader(norMonos);
    PolymersDB norine = loader.loadFile("data/peptides_clean.json");
    // CCD Loading
    MonomersDB ccdMonos = monosLoader.loadFile("data/pdbe_monos_min.json");
    loader = new PolymersJsonLoader(ccdMonos);
    PolymersDB ccd = loader.loadFile("data/pdbe_polys_clean.json");
    // Norine smiles generation
    HashMap<String, Polymer> polymers = new HashMap<>();
    for (Polymer poly : norine.getObjects()) {
        String smiles = null;
        try {
            smiles = SmilesConverter.conv.toCanonicalSmiles(poly.getSmiles());
        } catch (InvalidSmilesException e) {
            e.printStackTrace();
            continue;
        }
        polymers.put(smiles, poly);
    }
    // Test overlapping peptides
    int overlap = 0;
    for (Polymer poly : ccd.getObjects()) {
        String smiles = null;
        try {
            smiles = SmilesConverter.conv.toCanonicalSmiles(poly.getSmiles());
        } catch (InvalidSmilesException e) {
            e.printStackTrace();
            continue;
        }
        if (polymers.containsKey(smiles)) {
            System.out.println(polymers.get(smiles).getName());
            overlap++;
        }
    }
    System.out.println("Total peptides overlapping : " + overlap);
    // Norine smiles generation
    HashMap<String, Monomer> monomers = new HashMap<>();
    for (Monomer mono : norMonos.getObjects()) {
        String smiles = null;
        try {
            smiles = SmilesConverter.conv.toCanonicalSmiles(mono.getSmiles());
        } catch (InvalidSmilesException e) {
            e.printStackTrace();
            continue;
        }
        monomers.put(smiles, mono);
    }
    // Test overlapping peptides
    overlap = 0;
    for (Monomer mono : ccdMonos.getObjects()) {
        String smiles = null;
        try {
            smiles = SmilesConverter.conv.toCanonicalSmiles(mono.getSmiles());
        } catch (InvalidSmilesException e) {
            e.printStackTrace();
            continue;
        }
        if (monomers.containsKey(smiles)) {
            System.out.println(monomers.get(smiles).getName());
            overlap++;
        }
    }
    System.out.println("Total monomers overlapping : " + overlap + "/" + ccdMonos.size());
}

Example 3 with MonomersJsonLoader

use of io.loaders.json.MonomersJsonLoader in project Smiles2Monomers by yoann-dufresne.

the class ResiduesInfosGeneration method main.

public static void main(String[] args) {
    MonomersDB monoDB = new MonomersJsonLoader().loadFile("data/monomers.json");
    RulesDB rules = RulesJsonLoader.loader.loadFile("data/rules.json");
    ResidueJsonLoader rjl = new ResidueJsonLoader(rules, monoDB);
    FamilyDB families = rjl.loadFile("data/residues.json");
    StringBuffer sb = new StringBuffer();
    for (Family fam : families.getFamilies()) {
        sb.append(fam.getName() + "\n");
        sb.append("Norine link : http://bioinfo.lifl.fr/norine/res_amino.jsp?code=" + fam.getMonomers().get(0).getCode() + "\n");
        sb.append("Num of residues : " + fam.getResidues().size() + "\n");
        sb.append("Root residues (with max links) :" + "\n");
        for (Residue res : fam.getRoots()) sb.append("\t" + res.getName() + " : " + res.getAtomicLinks().size() + "\n");
        sb.append("\n");
    }
    File out = new File("results/infosMonos.txt");
    try {
        FileWriter fw = new FileWriter(out);
        fw.write(sb.toString());
        fw.close();
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 4 with MonomersJsonLoader

use of io.loaders.json.MonomersJsonLoader in project Smiles2Monomers by yoann-dufresne.

the class Json2HTML method main.

public static void main(String[] args) {
    if (args.length < 6) {
        System.err.println("Command line :\n\tjava main.AtomicToMonomeric <monomersFile> <peptidesFile> <rulesFile> <residuesFile> <coveragesFile> <outType> [outFile]  [-v]");
        System.err.println("  outType can be \"-zip\" or \"-html\"");
        System.exit(42);
    }
    String monoDBname = args[0];
    String pepDBname = args[1];
    String rulesDBname = args[2];
    String residuesDBname = args[3];
    String covsFile = args[4];
    boolean zip = args[5].equals("-zip") ? true : false;
    String outFile = null;
    if (zip && args.length < 7) {
        System.err.println("Command line :\n\tjava main.AtomicToMonomeric <monomersFile> <peptidesFile> <rulesFile> <residuesFile> <coveragesFile> <outType> [outFile]  [-v]");
        System.err.println("  outType can be \"-zip\" or \"-html\"");
        System.exit(42);
    } else if (zip && args.length >= 7)
        outFile = args[6];
    // Loading databases
    System.out.println("--- Loading ---");
    // Maybe loading can be faster for the learning base, using serialized molecules instead of CDK SMILES parsing method.
    long loadingTime = System.currentTimeMillis();
    MonomersDB monoDB = new MonomersJsonLoader(false).loadFile(monoDBname);
    MonomersSerialization ms = new MonomersSerialization();
    ms.deserialize(monoDB, "data/serials/monos.serial");
    PolymersJsonLoader pcl = new PolymersJsonLoader(monoDB, true);
    PolymersDB pepDB = pcl.loadFile(pepDBname);
    RulesDB rules = RulesJsonLoader.loader.loadFile(rulesDBname);
    ResidueJsonLoader rjl = new ResidueJsonLoader(rules, monoDB);
    FamilyDB families = rjl.loadFile(residuesDBname);
    loadingTime = (System.currentTimeMillis() - loadingTime) / 1000;
    System.out.println("--- Json to HTML ---");
    long creationTime = System.currentTimeMillis();
    CoveragesJsonLoader cl = new CoveragesJsonLoader(pepDB, families);
    CoveragesDB covs = cl.loadFile(covsFile);
    List<Coverage> covsList = covs.getObjects();
    Collections.sort(covsList);
    // Common generations
    File imgs = new File("tmp_imgs_" + covsFile.substring(covsFile.lastIndexOf("/") + 1, covsFile.lastIndexOf(".")));
    if (!imgs.exists())
        imgs.mkdir();
    ImagesGeneration ig = new ImagesGeneration();
    Map<Coverage, ColorsMap> allColors = ig.generate(imgs, monoDB, covsList);
    if (!zip) {
        // HTML
        File resultDir = null;
        if (covsFile.contains("/"))
            resultDir = new File(covsFile.substring(0, covsFile.lastIndexOf("/")));
        else
            resultDir = new File(".");
        if (!resultDir.exists())
            resultDir.mkdir();
        Coverages2HTML c2h = new Coverages2HTML(covsList, monoDB, families);
        File htmlFile = new File(resultDir.getPath() + "/test.html");
        c2h.createResults(htmlFile, imgs, allColors);
    } else {
        // Zip File
        OutputZiper oz = new OutputZiper(outFile);
        oz.createZip(imgs.getPath(), covsFile, pepDBname, monoDBname, residuesDBname, allColors);
    }
    ig.cleanTmp(imgs);
    creationTime = (System.currentTimeMillis() - creationTime) / 1000;
    System.out.println();
    System.out.println("Total time to load datas : " + loadingTime + "s");
    System.out.println("Total time to create HTML : " + creationTime + "s");
    System.out.println();
    System.out.println("--- Program ended ---");
}

Example 5 with MonomersJsonLoader

use of io.loaders.json.MonomersJsonLoader in project Smiles2Monomers by yoann-dufresne.

the class PreComputation method main.

public static void main(String[] args) {
    // ----------------- Parameters ---------------------------
    String rulesDBName = "data/rules.json";
    String monosDBName = "data/monomers.json";
    String jsonPolymers = "data/learning.json";
    String serialFolder = "data/serials/";
    String jsonResidues = "data/residues.json";
    String jsonChains = "data/chains.json";
    int markovianSize = 3;
    // Parsing
    for (int idx = 0; idx < args.length; idx++) {
        if (args[idx].startsWith("-")) {
            switch(args[idx]) {
                case "-rul":
                    rulesDBName = args[idx + 1];
                    break;
                case "-mono":
                    monosDBName = args[idx + 1];
                    break;
                case "-poly":
                    jsonPolymers = args[idx + 1];
                    break;
                case "-res":
                    jsonResidues = args[idx + 1];
                    break;
                case "-cha":
                    jsonChains = args[idx + 1];
                    break;
                case "-serial":
                    serialFolder = args[idx + 1];
                    break;
                case "-markovian":
                    markovianSize = new Integer(args[idx + 1]);
                    break;
                default:
                    System.err.println("Wrong option " + args[idx]);
                    System.exit(1);
                    break;
            }
            idx++;
        } else {
            System.err.println("Wrong parameter " + args[idx]);
            System.exit(1);
        }
    }
    // File existence
    File file = new File(rulesDBName);
    if (!file.exists()) {
        System.err.println("No file at " + rulesDBName);
        System.exit(1);
    }
    file = new File(monosDBName);
    if (!file.exists()) {
        System.err.println("No file at " + monosDBName);
        System.exit(1);
    }
    file = new File(jsonPolymers);
    if (!file.exists()) {
        System.err.println("No file at " + jsonPolymers);
        System.exit(1);
    }
    // ------------------- Loadings ------------------------
    System.out.println("--- Loading ---");
    RulesDB rules = RulesJsonLoader.loader.loadFile(rulesDBName);
    MonomersDB monos = new MonomersJsonLoader(true).loadFile(monosDBName);
    PolymersJsonLoader pjl = new PolymersJsonLoader(monos, false);
    PolymersDB learningBase = pjl.loadFile(jsonPolymers);
    // ----------------- Serializations --------------------
    System.out.println("--- Data serialisation ---");
    File folder = new File(serialFolder);
    if (!folder.exists())
        folder.mkdir();
    MonomersSerialization ms = new MonomersSerialization();
    ms.serialize(monos, serialFolder + "monos.serial");
    // ----------------- residues --------------------------
    ResidueCreator rc = new ResidueCreator(rules);
    rc.setVerbose(false);
    System.out.println("--- Residues creation ---");
    FamilyDB families = rc.createResidues(monos);
    System.out.println("--- Saving residues ---");
    ResidueJsonLoader rjl = new ResidueJsonLoader(rules, monos);
    rjl.saveFile(families, jsonResidues);
    // ----------------- chains ----------------------------
    System.out.println("--- Learning chains ---");
    // Adapt residue structures
    for (Residue res : families.getResidues().getObjects()) res.explicitToImplicitHydrogens();
    ChainLearning learning = new ChainLearning(learningBase);
    learning.setMarkovianSize(markovianSize);
    learning.learn(families);
    // --- Save ---
    System.out.println("--- Saving chains ---");
    FamilyChainIO fcio = new FamilyChainIO(families);
    fcio.saveFile(learning.getDb(), jsonChains);
    System.out.println("--- Ended ---");
}