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13
readme.md
13
readme.md
@@ -48,8 +48,13 @@ For example, to run the program with 32 gigabytes of memory, use the command:
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`java -Xmx32G -jar BiGpairSEQ_Sim.jar`
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Once running, BiGpairSEQ_Sim has an interactive, menu-driven CLI for generating files and simulating TCR pairing. The
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main menu looks like this:
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There are a number of command line options, to allow the program to be used in shell scripts. For a full list,
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use the -help flag:
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`java -jar BiGpairSEQ_Sim.jar -help`
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If no command line arguments are given, BiGpairSEQ_Sim will launch with an interactive, menu-driven CLI for
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generating files and simulating TCR pairing. The main menu looks like this:
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```
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--------BiGPairSEQ SIMULATOR--------
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@@ -78,6 +83,7 @@ By default, the Options menu looks like this:
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0) Return to main menu
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```
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### INPUT/OUTPUT
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To run the simulation, the program reads and writes 4 kinds of files:
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@@ -290,11 +296,12 @@ slightly less time than the simulation itself. Real elapsed time from start to f
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* ~~Enable GraphML output in addition to serialized object binaries, for data portability~~ DONE
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* ~~Custom vertex type with attribute for sequence occupancy?~~ ABANDONED
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* Have a branch where this is implemented, but there's a bug that broke matching. Don't currently have time to fix.
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* Re-implement command line arguments, to enable scripting and statistical simulation studies
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* ~~Re-implement command line arguments, to enable scripting and statistical simulation studies~~ DONE
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* Re-implement CDR1 matching method
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* Implement Duan and Su's maximum weight matching algorithm
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* Add controllable algorithm-type parameter?
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* This would be fun and valuable, but probably take more time than I have for a hobby project.
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* Implement Vose's alias method for arbitrary statistical distributions of cells
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## CITATIONS
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@@ -23,8 +23,8 @@ public class BiGpairSEQ {
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}
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else {
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//This will be uncommented when command line arguments are re-implemented.
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//CommandLineInterface.startCLI(args);
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System.out.println("Command line arguments are still being re-implemented.");
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CommandLineInterface.startCLI(args);
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//System.out.println("Command line arguments are still being re-implemented.");
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}
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}
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@@ -1,5 +1,9 @@
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import org.apache.commons.cli.*;
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import java.io.IOException;
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import java.util.Arrays;
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import java.util.stream.Stream;
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/*
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* Class for parsing options passed to program from command line
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*
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@@ -29,6 +33,8 @@ import org.apache.commons.cli.*;
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* cellfile : name of the cell sample file to use as input
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* platefile : name of the sample plate file to use as input
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* output : name of the output file
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* graphml : output a graphml file
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* binary : output a serialized binary object file
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*
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* Match flags:
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* graphFile : name of graph and data file to use as input
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@@ -43,286 +49,379 @@ import org.apache.commons.cli.*;
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public class CommandLineInterface {
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public static void startCLI(String[] args) {
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//These command line options are a big mess
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//Really, I don't think command line tools are expected to work in this many different modes
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//making cells, making plates, and matching are the sort of thing that UNIX philosophy would say
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//should be three separate programs.
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//There might be a way to do it with option parameters?
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//main options set
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Options mainOptions = new Options();
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Option makeCells = Option.builder("cells")
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.longOpt("make-cells")
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.desc("Makes a file of distinct cells")
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.build();
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Option makePlate = Option.builder("plates")
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.longOpt("make-plates")
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.desc("Makes a sample plate file")
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.build();
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Option makeGraph = Option.builder("graph")
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.longOpt("make-graph")
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.desc("Makes a graph and data file")
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.build();
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Option matchCDR3 = Option.builder("match")
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.longOpt("match-cdr3")
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.desc("Match CDR3s. Requires a cell sample file and any number of plate files.")
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.build();
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OptionGroup mainGroup = new OptionGroup();
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mainGroup.addOption(makeCells);
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mainGroup.addOption(makePlate);
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mainGroup.addOption(makeGraph);
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mainGroup.addOption(matchCDR3);
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mainGroup.setRequired(true);
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mainOptions.addOptionGroup(mainGroup);
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//Reuse clones of this for other options groups, rather than making it lots of times
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Option outputFile = Option.builder("o")
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.longOpt("output-file")
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.hasArg()
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.argName("filename")
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.desc("Name of output file")
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.build();
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mainOptions.addOption(outputFile);
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//Options cellOptions = new Options();
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Option numCells = Option.builder("nc")
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.longOpt("num-cells")
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.desc("The number of distinct cells to generate")
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.hasArg()
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.argName("number")
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.build();
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mainOptions.addOption(numCells);
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Option cdr1Freq = Option.builder("d")
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.longOpt("peptide-diversity-factor")
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.hasArg()
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.argName("number")
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.desc("Number of distinct CDR3s for every CDR1")
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.build();
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mainOptions.addOption(cdr1Freq);
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//Option cellOutput = (Option) outputFile.clone();
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//cellOutput.setRequired(true);
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//mainOptions.addOption(cellOutput);
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//Options plateOptions = new Options();
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Option inputCells = Option.builder("c")
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.longOpt("cell-file")
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.hasArg()
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.argName("file")
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.desc("The cell sample file used for filling wells")
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.build();
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mainOptions.addOption(inputCells);
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Option numWells = Option.builder("w")
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.longOpt("num-wells")
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.hasArg()
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.argName("number")
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.desc("The number of wells on each plate")
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.build();
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mainOptions.addOption(numWells);
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Option numPlates = Option.builder("np")
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.longOpt("num-plates")
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.hasArg()
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.argName("number")
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.desc("The number of plate files to output")
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.build();
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mainOptions.addOption(numPlates);
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//Option plateOutput = (Option) outputFile.clone();
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||||
//plateOutput.setRequired(true);
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||||
//plateOutput.setDescription("Prefix for plate output filenames");
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||||
//mainOptions.addOption(plateOutput);
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||||
Option plateErr = Option.builder("err")
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||||
.longOpt("drop-out-rate")
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||||
.hasArg()
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||||
.argName("number")
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.desc("Well drop-out rate. (Probability between 0 and 1)")
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||||
.build();
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||||
mainOptions.addOption(plateErr);
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Option plateConcentrations = Option.builder("t")
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.longOpt("t-cells-per-well")
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||||
.hasArgs()
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||||
.argName("number 1, number 2, ...")
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||||
.desc("Number of T cells per well for each plate section")
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.build();
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mainOptions.addOption(plateConcentrations);
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||||
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//different distributions, mutually exclusive
|
||||
OptionGroup plateDistributions = new OptionGroup();
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||||
Option plateExp = Option.builder("exponential")
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.desc("Sample from distinct cells with exponential frequency distribution")
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.build();
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||||
plateDistributions.addOption(plateExp);
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Option plateGaussian = Option.builder("gaussian")
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.desc("Sample from distinct cells with gaussain frequency distribution")
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.build();
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plateDistributions.addOption(plateGaussian);
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Option platePoisson = Option.builder("poisson")
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.desc("Sample from distinct cells with poisson frequency distribution")
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.build();
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plateDistributions.addOption(platePoisson);
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mainOptions.addOptionGroup(plateDistributions);
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Option plateStdDev = Option.builder("stddev")
|
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.desc("Standard deviation for gaussian distribution")
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.hasArg()
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.argName("number")
|
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.build();
|
||||
mainOptions.addOption(plateStdDev);
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||||
|
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Option plateLambda = Option.builder("lambda")
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.desc("Lambda for exponential distribution")
|
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.hasArg()
|
||||
.argName("number")
|
||||
.build();
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mainOptions.addOption(plateLambda);
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||||
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||||
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//
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// String cellFile, String filename, Double stdDev,
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// Integer numWells, Integer numSections,
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// Integer[] concentrations, Double dropOutRate
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//
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//Options matchOptions = new Options();
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inputCells.setDescription("The cell sample file to be used for matching.");
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mainOptions.addOption(inputCells);
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Option lowThresh = Option.builder("low")
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.longOpt("low-threshold")
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.hasArg()
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.argName("number")
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.desc("Sets the minimum occupancy overlap to attempt matching")
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.build();
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mainOptions.addOption(lowThresh);
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Option highThresh = Option.builder("high")
|
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.longOpt("high-threshold")
|
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.hasArg()
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.argName("number")
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||||
.desc("Sets the maximum occupancy overlap to attempt matching")
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||||
.build();
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||||
mainOptions.addOption(highThresh);
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||||
Option occDiff = Option.builder("occdiff")
|
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.longOpt("occupancy-difference")
|
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.hasArg()
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||||
.argName("Number")
|
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.desc("Maximum difference in alpha/beta occupancy to attempt matching")
|
||||
.build();
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mainOptions.addOption(occDiff);
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Option overlapPer = Option.builder("ovper")
|
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.longOpt("overlap-percent")
|
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.hasArg()
|
||||
.argName("Percent")
|
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.desc("Minimum overlap percent to attempt matching (0 -100)")
|
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.build();
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mainOptions.addOption(overlapPer);
|
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Option inputPlates = Option.builder("p")
|
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.longOpt("plate-files")
|
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.hasArgs()
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||||
.desc("Plate files to match")
|
||||
.build();
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||||
mainOptions.addOption(inputPlates);
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||||
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||||
|
||||
//Options sets for the different modes
|
||||
Options mainOptions = buildMainOptions();
|
||||
Options cellOptions = buildCellOptions();
|
||||
Options plateOptions = buildPlateOptions();
|
||||
Options graphOptions = buildGraphOptions();
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||||
Options matchOptions = buildMatchCDR3options();
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||||
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CommandLineParser parser = new DefaultParser();
|
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try {
|
||||
CommandLine line = parser.parse(mainOptions, args);
|
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if(line.hasOption("match")){
|
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//line = parser.parse(mainOptions, args);
|
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//String cellFile = line.getOptionValue("c");
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||||
String graphFile = line.getOptionValue("g");
|
||||
Integer lowThreshold = Integer.valueOf(line.getOptionValue(lowThresh));
|
||||
Integer highThreshold = Integer.valueOf(line.getOptionValue(highThresh));
|
||||
Integer occupancyDifference = Integer.valueOf(line.getOptionValue(occDiff));
|
||||
Integer overlapPercent = Integer.valueOf(line.getOptionValue(overlapPer));
|
||||
for(String plate: line.getOptionValues("p")) {
|
||||
matchCDR3s(graphFile, lowThreshold, highThreshold, occupancyDifference, overlapPercent);
|
||||
}
|
||||
try{
|
||||
CommandLine line = parser.parse(mainOptions, Arrays.copyOfRange(args, 0, 1));
|
||||
|
||||
if (line.hasOption("help")) {
|
||||
HelpFormatter formatter = new HelpFormatter();
|
||||
formatter.printHelp("BiGpairSEQ_Sim", mainOptions);
|
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System.out.println();
|
||||
formatter.printHelp("BiGpairSEQ_SIM -cells", cellOptions);
|
||||
System.out.println();
|
||||
formatter.printHelp("BiGpairSEQ_Sim -plate", plateOptions);
|
||||
System.out.println();
|
||||
formatter.printHelp("BiGpairSEQ_Sim -graph", graphOptions);
|
||||
System.out.println();
|
||||
formatter.printHelp("BiGpairSEQ_Sim -match", matchOptions);
|
||||
}
|
||||
else if(line.hasOption("cells")){
|
||||
//line = parser.parse(mainOptions, args);
|
||||
else if (line.hasOption("cells")) {
|
||||
line = parser.parse(cellOptions, Arrays.copyOfRange(args, 1, args.length));
|
||||
Integer number = Integer.valueOf(line.getOptionValue("n"));
|
||||
Integer diversity = Integer.valueOf(line.getOptionValue("d"));
|
||||
String filename = line.getOptionValue("o");
|
||||
Integer numDistCells = Integer.valueOf(line.getOptionValue("nc"));
|
||||
Integer freq = Integer.valueOf(line.getOptionValue("d"));
|
||||
makeCells(filename, numDistCells, freq);
|
||||
makeCells(filename, number, diversity);
|
||||
}
|
||||
else if(line.hasOption("plates")){
|
||||
//line = parser.parse(mainOptions, args);
|
||||
String cellFile = line.getOptionValue("c");
|
||||
String filenamePrefix = line.getOptionValue("o");
|
||||
Integer numWellsOnPlate = Integer.valueOf(line.getOptionValue("w"));
|
||||
Integer numPlatesToMake = Integer.valueOf(line.getOptionValue("np"));
|
||||
String[] concentrationsToUseString = line.getOptionValues("t");
|
||||
Integer numSections = concentrationsToUseString.length;
|
||||
|
||||
Integer[] concentrationsToUse = new Integer[numSections];
|
||||
for(int i = 0; i <numSections; i++){
|
||||
concentrationsToUse[i] = Integer.valueOf(concentrationsToUseString[i]);
|
||||
else if (line.hasOption("plate")) {
|
||||
line = parser.parse(plateOptions, Arrays.copyOfRange(args, 1, args.length));
|
||||
//get the cells
|
||||
String cellFilename = line.getOptionValue("c");
|
||||
CellSample cells = getCells(cellFilename);
|
||||
//get the rest of the parameters
|
||||
Integer[] populations;
|
||||
String outputFilename = line.getOptionValue("o");
|
||||
Integer numWells = Integer.parseInt(line.getOptionValue("w"));
|
||||
Double dropoutRate = Double.parseDouble(line.getOptionValue("err"));
|
||||
if (line.hasOption("random")) {
|
||||
//Array holding values of minimum and maximum populations
|
||||
Integer[] min_max = Stream.of(line.getOptionValues("random"))
|
||||
.mapToInt(Integer::parseInt)
|
||||
.boxed()
|
||||
.toArray(Integer[]::new);
|
||||
populations = BiGpairSEQ.getRand().ints(min_max[0], min_max[1] + 1)
|
||||
.limit(numWells)
|
||||
.boxed()
|
||||
.toArray(Integer[]::new);
|
||||
}
|
||||
Double dropOutRate = Double.valueOf(line.getOptionValue("err"));
|
||||
if(line.hasOption("exponential")){
|
||||
Double lambda = Double.valueOf(line.getOptionValue("lambda"));
|
||||
for(int i = 1; i <= numPlatesToMake; i++){
|
||||
makePlateExp(cellFile, filenamePrefix + i, lambda, numWellsOnPlate,
|
||||
concentrationsToUse,dropOutRate);
|
||||
}
|
||||
else if (line.hasOption("pop")) {
|
||||
populations = Stream.of(line.getOptionValues("pop"))
|
||||
.mapToInt(Integer::parseInt)
|
||||
.boxed()
|
||||
.toArray(Integer[]::new);
|
||||
}
|
||||
else if(line.hasOption("gaussian")){
|
||||
Double stdDev = Double.valueOf(line.getOptionValue("std-dev"));
|
||||
for(int i = 1; i <= numPlatesToMake; i++){
|
||||
makePlate(cellFile, filenamePrefix + i, stdDev, numWellsOnPlate,
|
||||
concentrationsToUse,dropOutRate);
|
||||
}
|
||||
else{
|
||||
populations = new Integer[1];
|
||||
populations[0] = 1;
|
||||
}
|
||||
//make the plate
|
||||
Plate plate;
|
||||
if (line.hasOption("poisson")) {
|
||||
Double stdDev = Math.sqrt(numWells);
|
||||
plate = new Plate(cells, cellFilename, numWells, populations, dropoutRate, stdDev, false);
|
||||
}
|
||||
else if (line.hasOption("gaussian")) {
|
||||
Double stdDev = Double.parseDouble(line.getOptionValue("stddev"));
|
||||
plate = new Plate(cells, cellFilename, numWells, populations, dropoutRate, stdDev, false);
|
||||
}
|
||||
else {
|
||||
assert line.hasOption("exponential");
|
||||
Double lambda = Double.parseDouble(line.getOptionValue("lambda"));
|
||||
plate = new Plate(cells, cellFilename, numWells, populations, dropoutRate, lambda, true);
|
||||
}
|
||||
PlateFileWriter writer = new PlateFileWriter(outputFilename, plate);
|
||||
writer.writePlateFile();
|
||||
}
|
||||
|
||||
else if (line.hasOption("graph")) { //Making a graph
|
||||
line = parser.parse(graphOptions, Arrays.copyOfRange(args, 1, args.length));
|
||||
String cellFilename = line.getOptionValue("c");
|
||||
String plateFilename = line.getOptionValue("p");
|
||||
String outputFilename = line.getOptionValue("o");
|
||||
//get cells
|
||||
CellSample cells = getCells(cellFilename);
|
||||
//get plate
|
||||
Plate plate = getPlate(plateFilename);
|
||||
GraphWithMapData graph = Simulator.makeGraph(cells, plate, false);
|
||||
if (!line.hasOption("no-binary")) { //output binary file unless told not to
|
||||
GraphDataObjectWriter writer = new GraphDataObjectWriter(outputFilename, graph, false);
|
||||
writer.writeDataToFile();
|
||||
}
|
||||
else if(line.hasOption("poisson")){
|
||||
for(int i = 1; i <= numPlatesToMake; i++){
|
||||
makePlatePoisson(cellFile, filenamePrefix + i, numWellsOnPlate,
|
||||
concentrationsToUse,dropOutRate);
|
||||
}
|
||||
if (line.hasOption("graphml")) { //if told to, output graphml file
|
||||
GraphMLFileWriter gmlwriter = new GraphMLFileWriter(outputFilename, graph);
|
||||
gmlwriter.writeGraphToFile();
|
||||
}
|
||||
}
|
||||
|
||||
else if (line.hasOption("match")) { //can add a flag for which match type in future, spit this in two
|
||||
line = parser.parse(matchOptions, Arrays.copyOfRange(args, 1, args.length));
|
||||
String graphFilename = line.getOptionValue("g");
|
||||
String outputFilename = line.getOptionValue("o");
|
||||
Integer minThreshold = Integer.parseInt(line.getOptionValue("min"));
|
||||
Integer maxThreshold = Integer.parseInt(line.getOptionValue("max"));
|
||||
Integer minOverlapPct;
|
||||
if (line.hasOption("minpct")) { //see if this filter is being used
|
||||
minOverlapPct = Integer.parseInt(line.getOptionValue("minpct"));
|
||||
}
|
||||
else {
|
||||
minOverlapPct = 0;
|
||||
}
|
||||
Integer maxOccupancyDiff;
|
||||
if (line.hasOption("maxdiff")) { //see if this filter is being used
|
||||
maxOccupancyDiff = Integer.parseInt(line.getOptionValue("maxdiff"));
|
||||
}
|
||||
else {
|
||||
maxOccupancyDiff = Integer.MAX_VALUE;
|
||||
}
|
||||
GraphWithMapData graph = getGraph(graphFilename);
|
||||
MatchingResult result = Simulator.matchCDR3s(graph, graphFilename, minThreshold, maxThreshold,
|
||||
maxOccupancyDiff, minOverlapPct, false);
|
||||
MatchingFileWriter writer = new MatchingFileWriter(outputFilename, result);
|
||||
writer.writeResultsToFile();
|
||||
//can put a bunch of ifs for outputting various things from the MatchingResult to System.out here
|
||||
//after I put those flags in the matchOptions
|
||||
}
|
||||
}
|
||||
catch (ParseException exp) {
|
||||
System.err.println("Parsing failed. Reason: " + exp.getMessage());
|
||||
}
|
||||
}
|
||||
|
||||
private static Option outputFileOption() {
|
||||
Option outputFile = Option.builder("o")
|
||||
.longOpt("output-file")
|
||||
.hasArg()
|
||||
.argName("filename")
|
||||
.desc("Name of output file")
|
||||
.required()
|
||||
.build();
|
||||
return outputFile;
|
||||
}
|
||||
|
||||
private static Options buildMainOptions() {
|
||||
Options mainOptions = new Options();
|
||||
Option help = Option.builder("help")
|
||||
.desc("Displays this help menu")
|
||||
.build();
|
||||
Option makeCells = Option.builder("cells")
|
||||
.longOpt("make-cells")
|
||||
.desc("Makes a cell sample file of distinct T cells")
|
||||
.build();
|
||||
Option makePlate = Option.builder("plate")
|
||||
.longOpt("make-plate")
|
||||
.desc("Makes a sample plate file. Requires a cell sample file.")
|
||||
.build();
|
||||
Option makeGraph = Option.builder("graph")
|
||||
.longOpt("make-graph")
|
||||
.desc("Makes a graph/data file. Requires a cell sample file and a sample plate file")
|
||||
.build();
|
||||
Option matchCDR3 = Option.builder("match")
|
||||
.longOpt("match-cdr3")
|
||||
.desc("Matches CDR3s. Requires a graph/data file.")
|
||||
.build();
|
||||
OptionGroup mainGroup = new OptionGroup();
|
||||
mainGroup.addOption(help);
|
||||
mainGroup.addOption(makeCells);
|
||||
mainGroup.addOption(makePlate);
|
||||
mainGroup.addOption(makeGraph);
|
||||
mainGroup.addOption(matchCDR3);
|
||||
mainGroup.setRequired(true);
|
||||
mainOptions.addOptionGroup(mainGroup);
|
||||
return mainOptions;
|
||||
}
|
||||
|
||||
private static Options buildCellOptions() {
|
||||
Options cellOptions = new Options();
|
||||
Option numCells = Option.builder("n")
|
||||
.longOpt("num-cells")
|
||||
.desc("The number of distinct cells to generate")
|
||||
.hasArg()
|
||||
.argName("number")
|
||||
.required().build();
|
||||
Option cdr3Diversity = Option.builder("d")
|
||||
.longOpt("diversity-factor")
|
||||
.desc("The factor by which unique CDR3s outnumber unique CDR1s")
|
||||
.hasArg()
|
||||
.argName("factor")
|
||||
.required().build();
|
||||
cellOptions.addOption(numCells);
|
||||
cellOptions.addOption(cdr3Diversity);
|
||||
cellOptions.addOption(outputFileOption());
|
||||
return cellOptions;
|
||||
}
|
||||
|
||||
private static Options buildPlateOptions() {
|
||||
Options plateOptions = new Options();
|
||||
Option cellFile = Option.builder("c") // add this to plate options
|
||||
.longOpt("cell-file")
|
||||
.desc("The cell sample file to use")
|
||||
.hasArg()
|
||||
.argName("filename")
|
||||
.required().build();
|
||||
Option numWells = Option.builder("w")// add this to plate options
|
||||
.longOpt("wells")
|
||||
.desc("The number of wells on the sample plate")
|
||||
.hasArg()
|
||||
.argName("number")
|
||||
.required().build();
|
||||
//options group for choosing with distribution to use
|
||||
OptionGroup distributions = new OptionGroup();// add this to plate options
|
||||
distributions.setRequired(true);
|
||||
Option poisson = Option.builder("poisson")
|
||||
.desc("Use a Poisson distribution for cell sample")
|
||||
.build();
|
||||
Option gaussian = Option.builder("gaussian")
|
||||
.desc("Use a Gaussian distribution for cell sample")
|
||||
.build();
|
||||
Option exponential = Option.builder("exponential")
|
||||
.desc("Use an exponential distribution for cell sample")
|
||||
.build();
|
||||
distributions.addOption(poisson);
|
||||
distributions.addOption(gaussian);
|
||||
distributions.addOption(exponential);
|
||||
//options group for statistical distribution parameters
|
||||
OptionGroup statParams = new OptionGroup();// add this to plate options
|
||||
Option stdDev = Option.builder("stddev")
|
||||
.desc("If using -gaussian flag, standard deviation for distrbution")
|
||||
.hasArg()
|
||||
.argName("value")
|
||||
.build();
|
||||
Option lambda = Option.builder("lambda")
|
||||
.desc("If using -exponential flag, lambda value for distribution")
|
||||
.hasArg()
|
||||
.argName("value")
|
||||
.build();
|
||||
statParams.addOption(stdDev);
|
||||
statParams.addOption(lambda);
|
||||
//Option group for random plate or set populations
|
||||
OptionGroup wellPopOptions = new OptionGroup(); // add this to plate options
|
||||
wellPopOptions.setRequired(true);
|
||||
Option randomWellPopulations = Option.builder("random")
|
||||
.desc("Randomize well populations on sample plate. Takes two arguments: the minimum possible population and the maximum possible population.")
|
||||
.hasArgs()
|
||||
.numberOfArgs(2)
|
||||
.argName("minimum maximum")
|
||||
.build();
|
||||
Option specificWellPopulations = Option.builder("pop")
|
||||
.desc("The well populations for each section of the sample plate. There will be as many sections as there are populations given.")
|
||||
.hasArgs()
|
||||
.argName("number [number]...")
|
||||
.build();
|
||||
Option dropoutRate = Option.builder("err") //add this to plate options
|
||||
.hasArg()
|
||||
.desc("The sequence dropout rate due to amplification error. (0.0 - 1.0)")
|
||||
.argName("rate")
|
||||
.required()
|
||||
.build();
|
||||
wellPopOptions.addOption(randomWellPopulations);
|
||||
wellPopOptions.addOption(specificWellPopulations);
|
||||
plateOptions.addOption(cellFile);
|
||||
plateOptions.addOption(numWells);
|
||||
plateOptions.addOptionGroup(distributions);
|
||||
plateOptions.addOptionGroup(statParams);
|
||||
plateOptions.addOptionGroup(wellPopOptions);
|
||||
plateOptions.addOption(dropoutRate);
|
||||
plateOptions.addOption(outputFileOption());
|
||||
return plateOptions;
|
||||
}
|
||||
|
||||
private static Options buildGraphOptions() {
|
||||
Options graphOptions = new Options();
|
||||
Option cellFilename = Option.builder("c")
|
||||
.longOpt("cell-file")
|
||||
.desc("Cell sample file to use for checking accuracy")
|
||||
.hasArg()
|
||||
.argName("filename")
|
||||
.required().build();
|
||||
Option plateFilename = Option.builder("p")
|
||||
.longOpt("plate-filename")
|
||||
.desc("Sample plate file (made from given cell sample file) to construct graph from")
|
||||
.hasArg()
|
||||
.argName("filename")
|
||||
.required().build();
|
||||
Option outputGraphML = Option.builder("graphml")
|
||||
.desc("Output GraphML file")
|
||||
.build();
|
||||
Option outputSerializedBinary = Option.builder("nb")
|
||||
.longOpt("no-binary")
|
||||
.desc("Don't output serialized binary file")
|
||||
.build();
|
||||
graphOptions.addOption(cellFilename);
|
||||
graphOptions.addOption(plateFilename);
|
||||
graphOptions.addOption(outputFileOption());
|
||||
graphOptions.addOption(outputGraphML);
|
||||
graphOptions.addOption(outputSerializedBinary);
|
||||
return graphOptions;
|
||||
}
|
||||
|
||||
private static Options buildMatchCDR3options() {
|
||||
Options matchCDR3options = new Options();
|
||||
Option graphFilename = Option.builder("g")
|
||||
.longOpt("graph-file")
|
||||
.desc("The graph/data file to use")
|
||||
.hasArg()
|
||||
.argName("filename")
|
||||
.required().build();
|
||||
Option minOccupancyOverlap = Option.builder("min")
|
||||
.desc("The minimum number of shared wells to attempt to match a sequence pair")
|
||||
.hasArg()
|
||||
.argName("number")
|
||||
.required().build();
|
||||
Option maxOccupancyOverlap = Option.builder("max")
|
||||
.desc("The maximum number of shared wells to attempt to match a sequence pair")
|
||||
.hasArg()
|
||||
.argName("number")
|
||||
.required().build();
|
||||
Option minOverlapPercent = Option.builder("minpct")
|
||||
.desc("(Optional) The minimum percentage of a sequence's total occupancy shared by another sequence to attempt matching. (0 - 100) ")
|
||||
.hasArg()
|
||||
.argName("percent")
|
||||
.build();
|
||||
Option maxOccupancyDifference = Option.builder("maxdiff")
|
||||
.desc("(Optional) The maximum difference in total occupancy between two sequences to attempt matching.")
|
||||
.hasArg()
|
||||
.argName("number")
|
||||
.build();
|
||||
matchCDR3options.addOption(graphFilename);
|
||||
matchCDR3options.addOption(minOccupancyOverlap);
|
||||
matchCDR3options.addOption(maxOccupancyOverlap);
|
||||
matchCDR3options.addOption(minOverlapPercent);
|
||||
matchCDR3options.addOption(maxOccupancyDifference);
|
||||
matchCDR3options.addOption(outputFileOption());
|
||||
//options for output to System.out
|
||||
//Option printPairingErrorRate = Option.builder()
|
||||
|
||||
return matchCDR3options;
|
||||
}
|
||||
|
||||
|
||||
|
||||
private static CellSample getCells(String cellFilename) {
|
||||
assert cellFilename != null;
|
||||
CellFileReader reader = new CellFileReader(cellFilename);
|
||||
return reader.getCellSample();
|
||||
}
|
||||
|
||||
private static Plate getPlate(String plateFilename) {
|
||||
assert plateFilename != null;
|
||||
PlateFileReader reader = new PlateFileReader(plateFilename);
|
||||
return reader.getSamplePlate();
|
||||
}
|
||||
|
||||
private static GraphWithMapData getGraph(String graphFilename) {
|
||||
assert graphFilename != null;
|
||||
try{
|
||||
GraphDataObjectReader reader = new GraphDataObjectReader(graphFilename, false);
|
||||
return reader.getData();
|
||||
|
||||
}
|
||||
catch (IOException ex) {
|
||||
ex.printStackTrace();
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
//for calling from command line
|
||||
public static void makeCells(String filename, Integer numCells, Integer cdr1Freq){
|
||||
public static void makeCells(String filename, Integer numCells, Integer cdr1Freq) {
|
||||
CellSample sample = new CellSample(numCells, cdr1Freq);
|
||||
CellFileWriter writer = new CellFileWriter(filename, sample);
|
||||
writer.writeCellsToFile();
|
||||
}
|
||||
|
||||
public static void makePlateExp(String cellFile, String filename, Double lambda,
|
||||
Integer numWells, Integer[] concentrations, Double dropOutRate){
|
||||
CellFileReader cellReader = new CellFileReader(cellFile);
|
||||
Plate samplePlate = new Plate(numWells, dropOutRate, concentrations);
|
||||
samplePlate.fillWellsExponential(cellReader.getFilename(), cellReader.getListOfDistinctCellsDEPRECATED(), lambda);
|
||||
PlateFileWriter writer = new PlateFileWriter(filename, samplePlate);
|
||||
writer.writePlateFile();
|
||||
}
|
||||
|
||||
private static void makePlatePoisson(String cellFile, String filename, Integer numWells,
|
||||
Integer[] concentrations, Double dropOutRate){
|
||||
CellFileReader cellReader = new CellFileReader(cellFile);
|
||||
Double stdDev = Math.sqrt(cellReader.getCellCountDEPRECATED());
|
||||
Plate samplePlate = new Plate(numWells, dropOutRate, concentrations);
|
||||
samplePlate.fillWells(cellReader.getFilename(), cellReader.getListOfDistinctCellsDEPRECATED(), stdDev);
|
||||
PlateFileWriter writer = new PlateFileWriter(filename, samplePlate);
|
||||
writer.writePlateFile();
|
||||
}
|
||||
|
||||
private static void makePlate(String cellFile, String filename, Double stdDev,
|
||||
Integer numWells, Integer[] concentrations, Double dropOutRate){
|
||||
CellFileReader cellReader = new CellFileReader(cellFile);
|
||||
Plate samplePlate = new Plate(numWells, dropOutRate, concentrations);
|
||||
samplePlate.fillWells(cellReader.getFilename(), cellReader.getListOfDistinctCellsDEPRECATED(), stdDev);
|
||||
PlateFileWriter writer = new PlateFileWriter(filename, samplePlate);
|
||||
writer.writePlateFile();
|
||||
}
|
||||
|
||||
private static void matchCDR3s(String graphFile, Integer lowThreshold, Integer highThreshold,
|
||||
Integer occupancyDifference, Integer overlapPercent) {
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,10 +1,12 @@
|
||||
import java.io.*;
|
||||
|
||||
public class GraphDataObjectReader {
|
||||
|
||||
private GraphWithMapData data;
|
||||
private String filename;
|
||||
private boolean verbose = true;
|
||||
|
||||
public GraphDataObjectReader(String filename) throws IOException {
|
||||
public GraphDataObjectReader(String filename, boolean verbose) throws IOException {
|
||||
if(!filename.matches(".*\\.ser")){
|
||||
filename = filename + ".ser";
|
||||
}
|
||||
|
||||
@@ -1,3 +1,5 @@
|
||||
import org.jgrapht.Graph;
|
||||
|
||||
import java.io.BufferedOutputStream;
|
||||
import java.io.FileOutputStream;
|
||||
import java.io.IOException;
|
||||
@@ -7,6 +9,7 @@ public class GraphDataObjectWriter {
|
||||
|
||||
private GraphWithMapData data;
|
||||
private String filename;
|
||||
private boolean verbose = true;
|
||||
|
||||
public GraphDataObjectWriter(String filename, GraphWithMapData data) {
|
||||
if(!filename.matches(".*\\.ser")){
|
||||
@@ -16,13 +19,24 @@ public class GraphDataObjectWriter {
|
||||
this.data = data;
|
||||
}
|
||||
|
||||
public GraphDataObjectWriter(String filename, GraphWithMapData data, boolean verbose) {
|
||||
this.verbose = verbose;
|
||||
if(!filename.matches(".*\\.ser")){
|
||||
filename = filename + ".ser";
|
||||
}
|
||||
this.filename = filename;
|
||||
this.data = data;
|
||||
}
|
||||
|
||||
public void writeDataToFile() {
|
||||
try (BufferedOutputStream bufferedOut = new BufferedOutputStream(new FileOutputStream(filename));
|
||||
|
||||
ObjectOutputStream out = new ObjectOutputStream(bufferedOut);
|
||||
){
|
||||
System.out.println("Writing graph and occupancy data to file. This may take some time.");
|
||||
System.out.println("File I/O time is not included in results.");
|
||||
if(verbose) {
|
||||
System.out.println("Writing graph and occupancy data to file. This may take some time.");
|
||||
System.out.println("File I/O time is not included in results.");
|
||||
}
|
||||
out.writeObject(data);
|
||||
} catch (IOException ex) {
|
||||
ex.printStackTrace();
|
||||
|
||||
@@ -227,16 +227,14 @@ public class InteractiveInterface {
|
||||
Plate samplePlate;
|
||||
PlateFileWriter writer;
|
||||
if(exponential){
|
||||
samplePlate = new Plate(numWells, dropOutRate, populations);
|
||||
samplePlate.fillWellsExponential(cellFile, cells.getCells(), lambda);
|
||||
samplePlate = new Plate(cells, cellFile, numWells, populations, dropOutRate, lambda, true);
|
||||
writer = new PlateFileWriter(filename, samplePlate);
|
||||
}
|
||||
else {
|
||||
if (poisson) {
|
||||
stdDev = Math.sqrt(cells.getCellCount()); //gaussian with square root of elements approximates poisson
|
||||
}
|
||||
samplePlate = new Plate(numWells, dropOutRate, populations);
|
||||
samplePlate.fillWells(cellFile, cells.getCells(), stdDev);
|
||||
samplePlate = new Plate(cells, cellFile, numWells, populations, dropOutRate, stdDev, false);
|
||||
writer = new PlateFileWriter(filename, samplePlate);
|
||||
}
|
||||
System.out.println("Writing Sample Plate to file");
|
||||
@@ -292,7 +290,7 @@ public class InteractiveInterface {
|
||||
else {
|
||||
System.out.println("Reading Sample Plate file: " + plateFile);
|
||||
PlateFileReader plateReader = new PlateFileReader(plateFile);
|
||||
plate = new Plate(plateReader.getFilename(), plateReader.getWells());
|
||||
plate = plateReader.getSamplePlate();
|
||||
if(BiGpairSEQ.cachePlate()) {
|
||||
BiGpairSEQ.setPlateInMemory(plate, plateFile);
|
||||
}
|
||||
@@ -306,8 +304,7 @@ public class InteractiveInterface {
|
||||
System.out.println("Returning to main menu.");
|
||||
}
|
||||
else{
|
||||
List<Integer[]> cells = cellSample.getCells();
|
||||
GraphWithMapData data = Simulator.makeGraph(cells, plate, true);
|
||||
GraphWithMapData data = Simulator.makeGraph(cellSample, plate, true);
|
||||
assert filename != null;
|
||||
if(BiGpairSEQ.outputBinary()) {
|
||||
GraphDataObjectWriter dataWriter = new GraphDataObjectWriter(filename, data);
|
||||
@@ -378,7 +375,7 @@ public class InteractiveInterface {
|
||||
data = BiGpairSEQ.getGraphInMemory();
|
||||
}
|
||||
else {
|
||||
GraphDataObjectReader dataReader = new GraphDataObjectReader(graphFilename);
|
||||
GraphDataObjectReader dataReader = new GraphDataObjectReader(graphFilename, true);
|
||||
data = dataReader.getData();
|
||||
if(BiGpairSEQ.cacheGraph()) {
|
||||
BiGpairSEQ.setGraphInMemory(data, graphFilename);
|
||||
|
||||
@@ -21,15 +21,15 @@ public class MatchingResult {
|
||||
* well populations *
|
||||
* total alphas found *
|
||||
* total betas found *
|
||||
* high overlap threshold
|
||||
* low overlap threshold
|
||||
* maximum occupancy difference
|
||||
* minimum overlap percent
|
||||
* pairing attempt rate
|
||||
* correct pairing count
|
||||
* incorrect pairing count
|
||||
* pairing error rate
|
||||
* simulation time
|
||||
* high overlap threshold *
|
||||
* low overlap threshold *
|
||||
* maximum occupancy difference *
|
||||
* minimum overlap percent *
|
||||
* pairing attempt rate *
|
||||
* correct pairing count *
|
||||
* incorrect pairing count *
|
||||
* pairing error rate *
|
||||
* simulation time (seconds)
|
||||
*/
|
||||
this.metadata = metadata;
|
||||
this.comments = new ArrayList<>();
|
||||
@@ -91,6 +91,22 @@ public class MatchingResult {
|
||||
return Integer.parseInt(metadata.get("total beta count"));
|
||||
}
|
||||
|
||||
//put in the rest of these methods following the same pattern
|
||||
public Integer getHighOverlapThreshold() { return Integer.parseInt(metadata.get("high overlap threshold"));}
|
||||
|
||||
public Integer getLowOverlapThreshold() { return Integer.parseInt(metadata.get("low overlap threshold"));}
|
||||
|
||||
public Integer getMaxOccupancyDifference() { return Integer.parseInt(metadata.get("maximum occupancy difference"));}
|
||||
|
||||
public Integer getMinOverlapPercent() { return Integer.parseInt(metadata.get("minimum overlap percent"));}
|
||||
|
||||
public Double getPairingAttemptRate() { return Double.parseDouble(metadata.get("pairing attempt rate"));}
|
||||
|
||||
public Integer getCorrectPairingCount() { return Integer.parseInt(metadata.get("correct pairing count"));}
|
||||
|
||||
public Integer getIncorrectPairingCount() { return Integer.parseInt(metadata.get("incorrect pairing count"));}
|
||||
|
||||
public Double getPairingErrorRate() { return Double.parseDouble(metadata.get("pairing error rate"));}
|
||||
|
||||
public String getSimulationTime() { return metadata.get("simulation time (seconds)"); }
|
||||
|
||||
}
|
||||
|
||||
@@ -8,7 +8,9 @@ TODO: Implement discrete frequency distributions using Vose's Alias Method
|
||||
import java.util.*;
|
||||
|
||||
public class Plate {
|
||||
private CellSample cells;
|
||||
private String sourceFile;
|
||||
private String filename;
|
||||
private List<List<Integer[]>> wells;
|
||||
private final Random rand = BiGpairSEQ.getRand();
|
||||
private int size;
|
||||
@@ -18,6 +20,25 @@ public class Plate {
|
||||
private double lambda;
|
||||
boolean exponential = false;
|
||||
|
||||
public Plate(CellSample cells, String cellFilename, int numWells, Integer[] populations,
|
||||
double dropoutRate, double stdDev_or_lambda, boolean exponential){
|
||||
this.cells = cells;
|
||||
this.sourceFile = cellFilename;
|
||||
this.size = numWells;
|
||||
this.wells = new ArrayList<>();
|
||||
this.error = dropoutRate;
|
||||
this.populations = populations;
|
||||
this.exponential = exponential;
|
||||
if (this.exponential) {
|
||||
this.lambda = stdDev_or_lambda;
|
||||
fillWellsExponential(cells.getCells(), this.lambda);
|
||||
}
|
||||
else {
|
||||
this.stdDev = stdDev_or_lambda;
|
||||
fillWells(cells.getCells(), this.stdDev);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
public Plate(int size, double error, Integer[] populations) {
|
||||
this.size = size;
|
||||
@@ -26,8 +47,9 @@ public class Plate {
|
||||
wells = new ArrayList<>();
|
||||
}
|
||||
|
||||
public Plate(String sourceFileName, List<List<Integer[]>> wells) {
|
||||
this.sourceFile = sourceFileName;
|
||||
//constructor for returning a Plate from a PlateFileReader
|
||||
public Plate(String filename, List<List<Integer[]>> wells) {
|
||||
this.filename = filename;
|
||||
this.wells = wells;
|
||||
this.size = wells.size();
|
||||
|
||||
@@ -43,10 +65,9 @@ public class Plate {
|
||||
}
|
||||
}
|
||||
|
||||
public void fillWellsExponential(String sourceFileName, List<Integer[]> cells, double lambda){
|
||||
private void fillWellsExponential(List<Integer[]> cells, double lambda){
|
||||
this.lambda = lambda;
|
||||
exponential = true;
|
||||
sourceFile = sourceFileName;
|
||||
int numSections = populations.length;
|
||||
int section = 0;
|
||||
double m;
|
||||
@@ -74,9 +95,8 @@ public class Plate {
|
||||
}
|
||||
}
|
||||
|
||||
public void fillWells(String sourceFileName, List<Integer[]> cells, double stdDev) {
|
||||
private void fillWells( List<Integer[]> cells, double stdDev) {
|
||||
this.stdDev = stdDev;
|
||||
sourceFile = sourceFileName;
|
||||
int numSections = populations.length;
|
||||
int section = 0;
|
||||
double m;
|
||||
@@ -159,4 +179,6 @@ public class Plate {
|
||||
public String getSourceFileName() {
|
||||
return sourceFile;
|
||||
}
|
||||
|
||||
public String getFilename() { return filename; }
|
||||
}
|
||||
|
||||
@@ -56,11 +56,8 @@ public class PlateFileReader {
|
||||
|
||||
}
|
||||
|
||||
public List<List<Integer[]>> getWells() {
|
||||
return wells;
|
||||
public Plate getSamplePlate() {
|
||||
return new Plate(filename, wells);
|
||||
}
|
||||
|
||||
public String getFilename() {
|
||||
return filename;
|
||||
}
|
||||
}
|
||||
@@ -24,8 +24,9 @@ public class Simulator implements GraphModificationFunctions {
|
||||
private static final int cdr1BetaIndex = 3;
|
||||
|
||||
//Make the graph needed for matching CDR3s
|
||||
public static GraphWithMapData makeGraph(List<Integer[]> distinctCells, Plate samplePlate, boolean verbose) {
|
||||
public static GraphWithMapData makeGraph(CellSample cellSample, Plate samplePlate, boolean verbose) {
|
||||
Instant start = Instant.now();
|
||||
List<Integer[]> distinctCells = cellSample.getCells();
|
||||
int[] alphaIndex = {cdr3AlphaIndex};
|
||||
int[] betaIndex = {cdr3BetaIndex};
|
||||
|
||||
@@ -113,7 +114,7 @@ public class Simulator implements GraphModificationFunctions {
|
||||
distCellsMapAlphaKey, plateVtoAMap, plateVtoBMap, plateAtoVMap,
|
||||
plateBtoVMap, alphaWellCounts, betaWellCounts, time);
|
||||
//Set source file name in graph to name of sample plate
|
||||
output.setSourceFilename(samplePlate.getSourceFileName());
|
||||
output.setSourceFilename(samplePlate.getFilename());
|
||||
//return GraphWithMapData object
|
||||
return output;
|
||||
}
|
||||
@@ -279,7 +280,7 @@ public class Simulator implements GraphModificationFunctions {
|
||||
metadata.put("correct pairing count", Integer.toString(trueCount));
|
||||
metadata.put("incorrect pairing count", Integer.toString(falseCount));
|
||||
metadata.put("pairing error rate", pairingErrorRateTrunc.toString());
|
||||
metadata.put("simulation time", nf.format(time.toSeconds()));
|
||||
metadata.put("simulation time (seconds)", nf.format(time.toSeconds()));
|
||||
//create MatchingResult object
|
||||
MatchingResult output = new MatchingResult(metadata, header, allResults, matchMap, time);
|
||||
if(verbose){
|
||||
|
||||
Reference in New Issue
Block a user