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Add command to create a collection of scores
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src/main/java/genepi/riskscore/commands/CreateCollectionCommand.java
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package genepi.riskscore.commands; | ||
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import java.util.*; | ||
import java.util.concurrent.Callable; | ||
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import genepi.io.table.reader.ITableReader; | ||
import genepi.io.table.writer.ITableWriter; | ||
import genepi.riskscore.App; | ||
import genepi.riskscore.io.RiskScoreFile; | ||
import genepi.riskscore.io.csv.CsvWithHeaderTableReader; | ||
import genepi.riskscore.io.csv.CsvWithHeaderTableWriter; | ||
import genepi.riskscore.io.formats.PGSCatalogFormat; | ||
import genepi.riskscore.io.formats.RiskScoreFormatImpl; | ||
import picocli.CommandLine.Command; | ||
import picocli.CommandLine.Option; | ||
import picocli.CommandLine.Parameters; | ||
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@Command(name = "create-collection", version = App.VERSION) | ||
public class CreateCollectionCommand implements Callable<Integer> { | ||
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private static final String CHROMOSOME = "hm_chr"; | ||
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private static final String POSITION = "hm_pos"; | ||
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@Option(names = "--out", description = "output score file", required = false) | ||
private String output = null; | ||
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@Parameters(description = "score files") | ||
private String[] filenames; | ||
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public static String[] chromosomeOrder = {"1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "X", "Y", "XY"}; | ||
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public static Map<String, Integer> chromosomeOrderIndex = new HashMap<String, Integer>(); | ||
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static { | ||
for (int i = 0 ; i < chromosomeOrder.length; i++){ | ||
chromosomeOrderIndex.put(chromosomeOrder[i], i); | ||
} | ||
} | ||
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@Override | ||
public Integer call() throws Exception { | ||
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String[] names = new String[filenames.length]; | ||
CsvWithHeaderTableReader[] readers = new CsvWithHeaderTableReader[filenames.length]; | ||
RiskScoreFormatImpl[] formats = new RiskScoreFormatImpl[filenames.length]; | ||
Variant[] variants = new Variant[filenames.length]; | ||
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for (int i = 0; i < filenames.length; i++){ | ||
names[i] = RiskScoreFile.getName(filenames[i]); | ||
formats[i] = new PGSCatalogFormat(filenames[i], false); | ||
readers[i] = new CsvWithHeaderTableReader(filenames[i],formats[i].getSeparator()); | ||
try { | ||
variants[i] = readVariant(readers[i], formats[i]); | ||
}catch (Exception e){ | ||
throw new RuntimeException("File " + filenames[i], e); | ||
} | ||
} | ||
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List<String> header = new Vector<String>(); | ||
header.add("#Date=" + new Date()); | ||
header.add("#Scores=" + filenames.length); | ||
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CsvWithHeaderTableWriter writer = null; | ||
if (output != null){ | ||
writer = new CsvWithHeaderTableWriter(output, '\t', header); | ||
} else { | ||
writer = new CsvWithHeaderTableWriter('\t', header); | ||
} | ||
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String[] variantColumns = new String[]{"chr_name", "chr_position","effect_allele","other_allele"}; | ||
String[] columns = merge(variantColumns, names); | ||
writer.setColumns(columns); | ||
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int variantsWritten = 0; | ||
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while(!isEmpty(variants)){ | ||
Variant variant = findMinVariant(variants); | ||
addVariant(writer, variant); | ||
for (int i = 0 ; i < variants.length; i++){ | ||
if (variants[i] != null && variants[i].matches(variant)){ | ||
writeVariant(writer, names[i], variants[i].getNormalizedEffect(variant)); | ||
Variant nextVariant = null; | ||
try { | ||
nextVariant = readVariant(readers[i], formats[i]); | ||
}catch (Exception e){ | ||
throw new RuntimeException("File " + filenames[i], e); | ||
} | ||
if (nextVariant != null && nextVariant.isBefore(variants[i])){ | ||
throw new RuntimeException(filenames[i] + ": Not sorted. " + nextVariant + " is before " + variants[i] ); | ||
} | ||
variants[i] = nextVariant; | ||
} else { | ||
writeMissing(writer, names[i]); | ||
} | ||
} | ||
writer.next(); | ||
variantsWritten++; | ||
} | ||
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writer.close(); | ||
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for (ITableReader reader: readers){ | ||
reader.close(); | ||
} | ||
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System.err.println("Wrote " + variantsWritten + " unique variants and " + filenames.length + " scores."); | ||
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return 0; | ||
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} | ||
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public void setOutput(String output) { | ||
this.output = output; | ||
} | ||
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public void setFilenames(String[] filenames) { | ||
this.filenames = filenames; | ||
} | ||
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public boolean isEmpty(Variant[] variants){ | ||
for (Variant variant : variants) { | ||
if (variant != null) { | ||
return false; | ||
} | ||
} | ||
return true; | ||
} | ||
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public Variant findMinVariant(Variant[] variants){ | ||
Variant minVariant = variants[0]; | ||
for (int i = 1; i < variants.length; i++){ | ||
if (minVariant == null) { | ||
minVariant = variants[i]; | ||
continue; | ||
} | ||
if (variants[i] == null){ | ||
continue; | ||
} | ||
if (variants[i].isBefore(minVariant)) { | ||
minVariant = variants[i]; | ||
} | ||
} | ||
return minVariant; | ||
} | ||
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private String[] merge(String[] first, String[] second) { | ||
int fal = first.length; | ||
int sal = second.length; | ||
String[] result = new String[fal + sal]; | ||
System.arraycopy(first, 0, result, 0, fal); | ||
System.arraycopy(second, 0, result, fal, sal); | ||
return result; | ||
} | ||
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public Variant readVariant(ITableReader reader, RiskScoreFormatImpl format) { | ||
if (!reader.next()){ | ||
return null; | ||
} | ||
Variant variant = new Variant(); | ||
variant.setChromosome(reader.getString(CHROMOSOME)); | ||
if (reader.getString(POSITION).isEmpty()){ | ||
throw new RuntimeException("Not position found."); | ||
} | ||
variant.setPosition(reader.getInteger(POSITION)); | ||
variant.setEffectAllele(reader.getString(format.getEffectAllele())); | ||
variant.setOtherAllele(reader.getString(format.getOtherAllele())); | ||
variant.setEffect(reader.getDouble(format.getEffectWeight())); | ||
return variant; | ||
} | ||
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public void addVariant(ITableWriter writer, Variant variant){ | ||
writer.setString("chr_name", variant.getChromosome()); | ||
writer.setInteger("chr_position", variant.getPosition()); | ||
writer.setString("effect_allele", variant.getEffectAllele()); | ||
writer.setString("other_allele", variant.getOtherAllele()); | ||
} | ||
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public void writeVariant(ITableWriter writer, String score, double effect){ | ||
writer.setDouble(score, effect); | ||
} | ||
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public void writeMissing(ITableWriter writer, String score){ | ||
writer.setString(score, ""); | ||
} | ||
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public class Variant { | ||
private int position = 0; | ||
private String chromosome = null; | ||
private double effect = 0; | ||
private String effectAllele = null; | ||
private String otherAllele = null; | ||
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public int getPosition() { | ||
return position; | ||
} | ||
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public void setPosition(int position) { | ||
this.position = position; | ||
} | ||
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public String getChromosome() { | ||
return chromosome; | ||
} | ||
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public void setChromosome(String chromosome) { | ||
this.chromosome = chromosome; | ||
} | ||
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public double getEffect() { | ||
return effect; | ||
} | ||
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public void setEffect(double effect) { | ||
this.effect = effect; | ||
} | ||
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public String getEffectAllele() { | ||
return effectAllele; | ||
} | ||
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public void setEffectAllele(String effectAllele) { | ||
this.effectAllele = effectAllele; | ||
} | ||
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public String getOtherAllele() { | ||
return otherAllele; | ||
} | ||
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public void setOtherAllele(String otherAllele) { | ||
this.otherAllele = otherAllele; | ||
} | ||
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public double getNormalizedEffect(Variant variant) { | ||
if (this.hasSameAlleles(variant)) { | ||
return effect; | ||
} | ||
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if (this.hasSwappedAlleles(variant)) { | ||
return -effect; | ||
} | ||
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throw new RuntimeException("Error. Wrong alleles!!"); | ||
} | ||
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private boolean hasSameAlleles(Variant variant) { | ||
return this.effectAllele.equals(variant.effectAllele) && this.otherAllele.equals(variant.otherAllele); | ||
} | ||
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private boolean hasSwappedAlleles(Variant variant) { | ||
return this.effectAllele.equals(variant.otherAllele) && this.otherAllele.equals(variant.effectAllele); | ||
} | ||
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public boolean hasSamePosition(Variant variant) { | ||
return this.getPosition() == variant.getPosition() && this.getChromosome().equals(variant.getChromosome()); | ||
} | ||
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private int getChromosomeOrder(String chr) { | ||
if (chromosomeOrderIndex.containsKey(chr)) { | ||
return chromosomeOrderIndex.get(chr); | ||
} | ||
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throw new RuntimeException("Unknown Chromosome: " + chr); | ||
} | ||
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public int compare(Variant variant) { | ||
int chrOrderA = getChromosomeOrder(getChromosome()); | ||
int chrOrderB = getChromosomeOrder(variant.getChromosome()); | ||
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if (chrOrderA == chrOrderB) { | ||
return Integer.compare(getPosition(), variant.getPosition()); | ||
} else if (chrOrderA < chrOrderB) { | ||
return -1; | ||
} else { | ||
return 1; | ||
} | ||
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} | ||
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public boolean isBefore(Variant variant) { | ||
return this.compare(variant) < 0; | ||
} | ||
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@Override | ||
public String toString() { | ||
return chromosome + ":" + position; | ||
} | ||
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public boolean matches(Variant variant) { | ||
return hasSamePosition(variant) && (hasSameAlleles(variant) || hasSwappedAlleles(variant)); | ||
} | ||
} | ||
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} | ||
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