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ModularImageAnalysis (MIA) is an ImageJ plugin which provides a modular framework for assembling image and object analysis workflows. Detected objects can be transformed, filtered, measured and related. Analysis workflows are batch-enabled by default, allowing easy processing of high-content datasets.
package io.github.mianalysis.mia;
import java.awt.GraphicsEnvironment;
import java.io.File;
import java.io.IOException;
import java.util.LinkedHashMap;
import org.scijava.ItemIO;
import org.scijava.ItemVisibility;
import org.scijava.command.Command;
import org.scijava.plugin.Parameter;
import org.scijava.plugin.Plugin;
import org.scijava.ui.UIService;
import io.github.mianalysis.mia.module.Module;
import io.github.mianalysis.mia.module.Modules;
import io.github.mianalysis.mia.module.core.InputControl;
import io.github.mianalysis.mia.module.system.GlobalVariables;
import io.github.mianalysis.mia.object.parameters.ParameterGroup;
import io.github.mianalysis.mia.object.parameters.Parameters;
import io.github.mianalysis.mia.process.analysishandling.AnalysisReader;
import io.github.mianalysis.mia.process.analysishandling.AnalysisRunner;
import io.github.mianalysis.mia.process.logging.HeadlessRenderer;
import io.github.mianalysis.mia.process.logging.ImageJGUIRenderer;
import io.github.mianalysis.mia.process.logging.LogRenderer;
import net.imagej.ImageJService;
@Plugin(type = Command.class, menuPath = "Plugins>ModularImageAnalysis (MIA)>MIA (headless)", visible = true, headless = true)
public class MIAHeadless extends MIA implements Command {
@Parameter
protected static ImageJService ijService;
@Parameter(required = false, visibility = ItemVisibility.MESSAGE)
private String workFlowSelectionMessage = "Workflow selection";
@Parameter(label = "Workflow file path", type = ItemIO.INPUT, required = true)
public File workflowPath = null;
@Parameter(required = false, visibility = ItemVisibility.MESSAGE)
private String workFlowConfigMessage = "Workflow configuration (optional)";
// The following currently has to be a String as there's seemingly no way to
// select either a file or folder
@Parameter(label = "Input path", type = ItemIO.INPUT, required = false, persist = false)
public String inputPath = null;
@Parameter(label = "Variables", type = ItemIO.INPUT, required = false, persist = false)
public String variables = null;
@Parameter(required = false, visibility = ItemVisibility.MESSAGE)
private String loggingMessage = "Logging configuration";
@Parameter(label = "Show debug", type = ItemIO.INPUT, required = false, persist = false)
public boolean showDebug = false;
@Parameter(label = "Show memory", type = ItemIO.INPUT, required = false, persist = false)
public boolean showMemory = false;
@Parameter(label = "Show message", type = ItemIO.INPUT, required = false, persist = false)
public boolean showMessage = true;
@Parameter(label = "Show status", type = ItemIO.INPUT, required = false, persist = false)
public boolean showStatus = true;
@Parameter(label = "Show warning", type = ItemIO.INPUT, required = false, persist = false)
public boolean showWarning = true;
@Parameter(label = "Verbose messages", type = ItemIO.INPUT, required = false, persist = false)
public boolean verbose = false;
@Override
public void run() {
headless = true;
try {
// Before removing the old renderer we want to check the new one can be created
LogRenderer newRenderer;
if (GraphicsEnvironment.isHeadless()) {
newRenderer = new HeadlessRenderer();
LogRenderer.setShowProgress(true);
LogRenderer.setProgress(0);
} else {
UIService uiService = ijService.context().getService(UIService.class);
newRenderer = new ImageJGUIRenderer(uiService);
}
newRenderer.setWriteEnabled(LogRenderer.Level.DEBUG, showDebug);
newRenderer.setWriteEnabled(LogRenderer.Level.MEMORY, showMemory);
newRenderer.setWriteEnabled(LogRenderer.Level.MESSAGE, showMessage);
newRenderer.setWriteEnabled(LogRenderer.Level.STATUS, showStatus);
newRenderer.setWriteEnabled(LogRenderer.Level.WARNING, showWarning);
log.removeRenderer(mainRenderer);
log.addRenderer(newRenderer);
mainRenderer = newRenderer;
Module.setVerbose(verbose);
Modules modules;
if (inputPath == null) {
modules = AnalysisReader.loadModules(workflowPath);
} else {
modules = AnalysisReader.loadModules(workflowPath);
modules.getInputControl().updateParameterValue(InputControl.INPUT_PATH, inputPath);
}
// Inserting variables
System.out.println(variables);
if (variables != null && variables.length() == 0)
applyGlobalVariables(modules, variables);
// Running analysis
Thread t = new Thread(() -> {
try {
new AnalysisRunner().run(modules);
if (GraphicsEnvironment.isHeadless())
java.lang.System.exit(0);
} catch (InterruptedException | IOException e) {
MIA.log.writeError(e);
}
});
t.start();
} catch (Exception e) {
e.printStackTrace();
}
}
private void applyGlobalVariables(Modules modules, String variables) {
String[] variablesArray = variables.split(";");
for (String variable : variablesArray) {
String[] splitVariables = variable.split(":");
String newVariableName = splitVariables[0].trim();
String newVariableValue = splitVariables[1].trim();
for (Module module : modules.values()) {
if (module instanceof GlobalVariables && module.isEnabled()) {
ParameterGroup group = module.getAllParameters().getParameter(GlobalVariables.ADD_NEW_VARIABLE);
if (group == null)
continue;
LinkedHashMap collections = group.getCollections(false);
for (Parameters collection : collections.values()) {
String variableName = collection.getValue(GlobalVariables.VARIABLE_NAME, null);
if (!variableName.equals(newVariableName))
continue;
collection.getParameter(GlobalVariables.VARIABLE_VALUE).setValue(newVariableValue);
}
}
}
}
}
}