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Page Not Found

We could not find what you were looking for.

Please contact the owner of the site that linked you to the original URL and let them know their link is broken.

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Code Style

The source code uses the CheckStyle tool to keep the code style consistent.

In addition, we check for code style when building the project using the Maven CheckStyle Plugin. A pull request without proper code style would fail to build.

IntelliJ Setup​

On IntelliJ follow these steps to configure CheckStyle:

  1. Install the CheckStyle plugin
  2. Open Preferences/Settings and go to Editor > Code Style.
  3. Select Project as Scheme and click the settings icon next to it.
  4. Select Import Scheme > CheckStyle Configuration and locate the checkstyle.xml file at the root of Gephi's repository.

You're done. You can now use the built-in Code > Reformat Code tool. The resulting code style will match what is on the Gephi repository.

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Developer Handbook

This page explains how to contribute to Gephi's development.

How to download the development version of Gephi​

Prerequisites​

  • Note: Gephi uses multi-platforms tools, so all the following steps should be the same (well, mostly) whatever the OS you are running
  • First, you will need git to download the files.
  • You also need Netbeans 8.0+

Getting the source code​

  • Read the full instructions: [[Checkout Code]]

Now you should have a Gephi fork and a master branch.

Set up your account credentials to Git:

git config --global user.name "Firstname Lastname"
git config --global user.email "your_email@youremail.com"

Compiling and Running Gephi​

Read full instructions: [[Configuring NetBeans]]

How to create and publish your own feature​

Configure your forked repository​

  • You’ve successfully forked the Gephi repository and got the code in a gephi folder by doing

git clone git@github.com:username/gephi.git

When a repo is cloned, it has a default remote called origin that points to your fork on GitHub, not the original repo it was forked from. To keep track of the original repo, you need to add another remote named upstream:

cd gephi
git remote add upstream git://github.com/gephi/gephi.git
git fetch upstream master

This keeps your fork up to date. Each time you run git fetch upstream master it downloads the latest changes from the main repository (not your fork). Note that this does NOT change any of your files. You'll need a merge to actually apply the latest changes to your fork.

Push commits​

When you work on the code, commit often! +The commit process is straightforward. First add all the files you want to include in your commit:

git add .

Then commit these files

git commit -m "This is my first commit hourray"

Run git status often to see what your repository is up to. +Your commits are local. To send them to GitHub run:

git push origin master

Merge from the main repository​

When we update the main gephi repository, your fork doesn't get updated automatically. To merge the latest commits to your fork, run a merge from upstream:

git fetch upstream master
git merge upstream/master

To fetch and merge in one line, simply run

git pull upstream master

When you merge, you may run into conflicts. This is normal if you worked on the same files. +Note that git fetch upstream or git pull upstream will download the data from all branches, which you probably don't need. That's why we add 'master' to specify which branch to fetch to.

Send pull requests​

That's the standard and easiest way to contribute to the project. It's fully integrated into GitHub and well explained here.

How to contribute to the main project​

When you are a member of the gephi team, you have the write rights on the main repository. Instead of submitting pull requests you simply commit to the repository, including the master branch. +Change your upstream push url to authenticated version:

git remote set-url upstream git@github.com:gephi/gephi.git

Push to the master branch. Make sure you pulled to the latest revision before (git pull upstream master).

git push upstream master

+ + + + \ No newline at end of file diff --git a/Developer_Documentation/how_to_build_gephi/index.html b/Developer_Documentation/how_to_build_gephi/index.html new file mode 100644 index 0000000..50ac9b9 --- /dev/null +++ b/Developer_Documentation/how_to_build_gephi/index.html @@ -0,0 +1,16 @@ + + + + + +How to build Gephi | Gephi Documentation + + + + +
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How to build Gephi

Follow this guide to start developing the Gephi source code and test your changes.

Introduction​

Netbeans Platform​

The NetBeans Platform is a generic framework for Swing applications. It provides the "plumbing" that, before, every developer had to write themselves—saving state, connecting actions to menu items, toolbar items and keyboard shortcuts; window management, and so on.

Gephi Architecture​

Gephi software architecture is modular and therefore each feature is split into modules. Modules depend on each other, and Gephi modules can either depend on other Gephi modules or Netbeans Platform modules. Plugins developers simply create new modules that contains their code, add dependencies to Gephi modules, and distribute their plugins by creating an NBM package. See Gephi APIs documentation to learn more about the API plugins that can be used by modules.

image

Build Gephi​

Requirements​

  • Java JDK 11 or later
  • Apache Maven version 3.2.2 or later

Checkout and Build the sources​

Navigate to the desired directory you wish to place the project via terminal, then clone the repository:

git clone https://github.com/gephi/gephi
cd gephi

Gephi uses Maven for building. Each module has its POM.xml file and there is a gephi-parent POM file that lists all the modules required to build.

Run this command to build all modules. Note that this process could take some time.

mvn clean install

Run it​

Once built, Gephi can be run from the modules/application folder using a special Maven goal:

Mac/Linux: 

>> cd modules/application
>> mvn nbm:cluster-app nbm:run-platform

Windows: 

>> cd modules\application
>> mvn nbm:cluster-app nbm:run-platform

Building Gephi in NetBeans​

Apache Netbeans is the default IDE to develop Gephi as it natively integrates with the Netbeans Platform. Loading the project is straightforward.

Open Netbeans and go to File > Open Project to look for the Gephi folder. Then, Open Project. Ensure the checkbox "Open Required Projects" is not selected.

![Opening Gephi](/docs/Developer_Documentation/How-to-build-Gephi/01_Opening Gephi.png)

Right-click on the project and select Clean and Build.

Build

Next, in the Projects tab of the file navigator, select Gephi > Modules > gephi-app and open the application module.

![Open gephi-app](/docs/Developer_Documentation/How-to-build-Gephi/03_Open gephi-app.png)

Finally, select Run from this module.

Run

Troubleshooting​

Code changes not taken in account​

When you make code changes in a module, make sure to Clean and Build this module before Running Gephi again as otherwise your changes won't be taken in account.

Building Gephi in IntelliJ IDEA​

As Gephi is a Maven project it is well supported by IntelliJ but requires some tweaks to work properly.

Open IntelliJ and open the Gephi folder. You'll be asked whether you want to Trust this Maven repository. Select Trust Project.

![Trust Maven](/docs/Developer_Documentation/How-to-build-Gephi/05_Trust Maven.png)

IntelliJ then takes some time to scan the project and resolve dependencies. Once completed, you should see Gephi properly listed as a project in the Project pane.

![Project loaded](/docs/Developer_Documentation/How-to-build-Gephi/06_Project loaded.png)

Then, navigate to IntelliJ's preferences panel Build, Execution, Deployment > Build Tools > Maven > Runner and select the option Delegate IDE build/run actions to Maven. This is a critical step.

![Maven delegate config](/docs/Developer_Documentation/How-to-build-Gephi/07_Maven delegate config.png)

Next in the top-level menu select Build > Build Project.

If it fails with and error like javac flag not found --release, you would need to fo back to Build, Execution, Deployment > Build Tools > Maven > Runner and add an Environment Variables with JAVA_HOME=<path of the selected JDK>

Build

Once completed, create a run configuration by following Run > Edit Configurations... in the top-level menu.

Build

Here, select Add new configuration and search for Maven.

![Add Maven Config](/docs/Developer_Documentation/How-to-build-Gephi/10_Add Maven Config.png)

Next, we'll configure two things here. Enter nbm:cluster-app nbm:run-platform into the Command line field and select the modules/application sub-directory into the Working directory chooser. Give Gephi as name for the configuration.

![Set Maven Config](/docs/Developer_Documentation/How-to-build-Gephi/11_Set Maven Config.png)

Finally, you can run Gephi by selecting Run > Run 'Gephi' from the top-level menu.

Run

Troubleshooting​

Debugging​

At this point (IntelliJ 2021.1) debugging doesn't work out of the box. To enable debugging in IntelliJ follow these steps:

  1. Alter your Run configuration and add -Dnetbeans.run.params.debug=-J-agentlib:jdwp=transport=dt_socket,suspend=n,server=n,address=8000 to the command line, after nbm:cluster-app nbm:run-platform.

  2. Create a new Remote JVM Debug Run configuration and select Listen to Remote JVM. Make sure to configure 8000 as the port as well. You can name this configuration Gephi Debug.

Now, start the Gephi Debug by selecting the Debug button. The debugger starts and waits for Gephi to start as well. Then, start Gephi in Debug mode. The debugger should now log Connected to the target VM, address: 'localhost:8000', transport: 'socket' and properly stop at your breakpoints.

+ + + + \ No newline at end of file diff --git a/Developer_Documentation/index.html b/Developer_Documentation/index.html new file mode 100644 index 0000000..601e8cf --- /dev/null +++ b/Developer_Documentation/index.html @@ -0,0 +1,16 @@ + + + + + +Introduction | Gephi Documentation + + + + +
+
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+
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Localization

Gephi has a localization program to provide the software in your language: this page describes how to contribute! We use the Weblate.

Short and long term team goal​

Lots of people are not comfortable with English. Our goal is to distribute Gephi in French, Spanish and other languages the community requests.

Translation guide​

Get started!​

  1. Create an account on Weblate.
  • Best is to login with your GitHub account so your contributions will be directly linked to your GitHub profile

  1. Take a look at the latest guidelines

  2. Browse the components and start translating!

Important Note: only English texts should be written directly in the source code .properties files. All translations should be made on Weblate platform, otherwise there will be conflicts.

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Add a module panel

How to create a panel for plugin features, similar to Ranking, Graph or Layout? It is easy and fully integrated in Netbeans. Create your panel class and use Netbeans IDE to design the user interface. This page also explains how to work with the Perspective system.

800px-add-module-panel

  • Step 1: Right click on your module and select New > Other... and find Window like showed in the step 1 below. The window wizard asks where to put your panel. You can use already defined modes (i.e. positions):
    • graphmode: Centered, full-size
    • rankingmode: Top Left position
    • layoutmode: Bottom Left position
    • timelinemode: Below others, at the bottom
    • filtersmode: Bottom Right
    • contextmode: Top Right

add-module-panel1

  • Step 2: Then check options about the panel policy showed in step2 and click on Next.

add-module-panel2

  • Step 3: Fill the Class Name, the system shows which files are created. Your panel is a TopComponent subclass.

add-module-panel3

  • Step 4: Click on Finish, files are created and you're invited to design your panel with Netbeans editor.

add-module-panel-design

Your panel is now created and automatically registered. Start Gephi with your plugin and your panel is visible.

Register in a Perspective​

Overview, Data Laboratory and Preview are perspectives in Gephi. A perspective is simply a set of panels that works together. When users change the perspective, some panels are hidden and others are showed. When you define a new panel above, it is not part of a perspective and therefore is always visible, regardless which perspective you are. Follow the steps to associate your panel with a perspective.

  1. Add Desktop Perspective as a new module dependency. Right-click on your module and Properties.
  2. Go to your TopComponent sources and add PerspectiveMember as interface.
  3. Add the @ServiceProvider annotation to be registered by the system and implement methods (note: you will need to add the 'Desktop Perspective' to the Module Dependencies screenshots).
@ServiceProvider(service=PerspectiveMember.class)
public final class MyTopComponent extends TopComponent implements PerspectiveMember {
...

Implement open() and close() methods like below to attach the component to the LaboratoryPerspective, works also for OverviewPerspective and PreviewPerspective:

public boolean open(Perspective perspective) {
   return perspective instanceof LaboratoryPerspective;
}
public boolean close(Perspective perspective) {
   return true;
}

Specifically use close() method if you want your panel to be visible on several perspectives.

Branding​

Change panel title​

Open the Bundle.properties file in your module and update CTL_MyTopComponent key.

Set Icon​

In the TopComponent sources, uncomment the following line and set the icon path.

setIcon(ImageUtilities.loadImage(ICON_PATH, true));
+ + + + \ No newline at end of file diff --git a/Plugins/Add_a_submenu/index.html b/Plugins/Add_a_submenu/index.html new file mode 100644 index 0000000..c0a402f --- /dev/null +++ b/Plugins/Add_a_submenu/index.html @@ -0,0 +1,16 @@ + + + + + +Add a submenu | Gephi Documentation + + + + +
+
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Add a submenu

From a plugin it is easy to add a menu in the menubar, for instance in Plugins. If you wanna add your action in a already existing menu, like Generate, don't follow this HowTo but look more how to create a new Generator, as the submenus may be created dynamically.

Create Action and Menu​

  • Step 1: Right click on your module and select New > Other... and find Action like showed in the step 1 below. The action wizard will create everything necessary to register your action in the system and create the submenu.

addsubmenu-new-action

  • Step 2: Then click on Next, be sure Always Enabled is checked and Next again.
  • Step 3: In the Menu option, select where you want your submenu to be put. Select Plugins to be put in this menu.

addsubmenu-new-action-gui

  • Step 4: Click on Next and fill the class name, as well as the display name.

addsubmenu-new-action-name

  • Step 5: Finally, click on Next to create the file.

addsubmenu-new-action-result

Result

Fill Action​

The precedent step created the MyAction.java file in your module. Implement something in the action to be executed when users click on the menu. In the example below an empty dialog is showed, using Dialogs API. Include Dialogs API as a dependency of your module if you want to use it.

public final class MyAction implements ActionListener {
 
   public void actionPerformed(ActionEvent e) {
      //Do something - for instance display a dialog
      DialogDescriptor dd = new DialogDescriptor(new JPanel(), "My Dialog", false, null);
      DialogDisplayer.getDefault().notify(dd);
   }
}
+ + + + \ No newline at end of file diff --git a/Plugins/Build_a_plugin_without_Gephi_source_code/index.html b/Plugins/Build_a_plugin_without_Gephi_source_code/index.html new file mode 100644 index 0000000..fcd6fb7 --- /dev/null +++ b/Plugins/Build_a_plugin_without_Gephi_source_code/index.html @@ -0,0 +1,16 @@ + + + + + +Build a plugin without Gephi source code | Gephi Documentation + + + + +
+
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Build a plugin without Gephi source code

It is possible to build a plugin using only binary installation of Gephi. The principle is to compile the plugin using the Gephi binary installation as a NetBeans platform.

Prerequisites​

First, you need a Gephi binary installation, such as the one that can be downloaded at https://gephi.org

Registering Gephi as a NetBeans Platform​

Open the "Tools|NetBeans Platforms" dialog, click on "Add Platform...", and choose the directory containing the Gephi binary installation. Note that when the NetBeans IDE detects a NetBeans Platform in a directory, the "Platform Name" label is filled with the identifier of this platform.

By example, in the next picture, a Gephi installation was found in the /opt/gephi-0.8-beta directory.

addnetbeansplatform

Click on the Next button, and change the platform name if required. In that example, it was required to change the platform name to "Gephi 0.8 beta", since the Gephi 0.8 alpha and beta have the same identifier, namely "Gephi 0.8 alpha".

As you can see, two Gephi platforms have been registered.

addnetbeansplatformdone

Build a Plugin​

To build a plugin, it requires to:

  1. Create a module suite, event if your suite contains only one plugin, and make this suite use the Gephi platform;
  2. Create a plugin in the module suite.
  3. Add as dependencies of your modules the NetBeans and Gephi modules containing the functionalities required.

Creation of a Module Suite​

  1. Click on "New|New Project";
    1. In Categories, choose "NetBeans Modules, and "Module Suite" in projects, then click on the Next button;
    2. Configure the name, locations at your will.
    3. Choose the NetBeans Plaform you want to use. Here, you have to choose one of the Gephi platforms you have previously registered.

Creation of a Module​

  1. Click on "New|New Project";
    1. In Categories, choose "NetBeans Modules, and "Module" in projects, then click on the Next button;
    2. Configure the name, locations at your will. Add the new module to the module suite created in the previous step.

gephimoduleend

Display after the creation of the module suite and the module

Add the Gephi Dependencies​

When some Gephi SPI/API are required by your module:

  1. In the Projects window, right-click on the "Libraries" item in the module tree.;
  2. Select the "Add Module Dependency";
  3. In the Filter textfield, enter a part or the totality of the interface/class required by your module.
  4. Select in the Module pane the module containing the interface/class required.

TroubleShootings​

The Gephi SPI/API is not seen when editing and compiling​

If the interfaces and classes are not seen by the editor and the compiler, please process the following steps:

  1. Check the suite is using Gephi as its NetBeans platform by :
    1. Right-click on the suite project, click on the "Properties" item;
    2. In Categories, choose "Libraries". In the right pane, check whether the NetBeans Platform is using a Gephi installation, and change the platform if Gephi is not selected.
    3. In the Platform Modules tree, check the box for the gephi suite of modules, so that all the modules composing Gephi are used when compiling your module.

Module Version not compatible​

If an error message similar to "Cannot compile against a module: org-gephi-data-attributes-api.jar because of dependency: org.gephi.data.attributes.api > 0.8", it means the configuration of your module is requiring a Gephi module more recent than those provided by the Gephi platform used. A solution is to open the "Module Dependencies" dialog by doing:

  1. Right click on the module, choose the "Properties" item;
  2. In Categories, click on "Libraries";
  3. In the "Module Dependencies" tab, select the module causing problem, and edit the requirements on its version number.
+ + + + \ No newline at end of file diff --git a/Plugins/Extend_Data_Laboratory/index.html b/Plugins/Extend_Data_Laboratory/index.html new file mode 100644 index 0000000..149f892 --- /dev/null +++ b/Plugins/Extend_Data_Laboratory/index.html @@ -0,0 +1,16 @@ + + + + + +Extend Data Laboratory | Gephi Documentation + + + + +
+
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Extend Data Laboratory

Introduction​

Data Laboratory section of Gephi provides a good amount of basic and common features to manipulate the graph. But data laboratory can be extended with new features as plugins easily through Data Laboratory API/SPI. All Gephi's default data laboratory features are in Data Laboratory Plugin. Simple and complex examples can be found in this module.

For this tutorial, the SPI packages (org.gephi.datalab.spi) are the most interesting, while org.gephi.datalab.api only contains several controllers that expose general features to be used by plugins or other parts of gephi.

Data Laboratory SPI may seem big, but all interfaces to implement are mostly the same with small changes necessary to define different types of features. Once you know how to create some kind of feature, it is simple to create others.

From now on, we will call data laboratory features 'manipulators' since they manipulate graph data/elements.

Where each type of manipulator appears in Gephi desktop application​

800px-data-lab-overview

merge-strategies

The Manipulator interface​

The Manipulator interface is the part that most of the interfaces that you will implement share in common. Also, all kinds of manipulators can provide an optional GUI just by returning an implementation of the ManipulatorUI interface.

The interfaces that extend Manipulator to provide specific types of manipulators are:

  • NodesManipulator - Defines a context menu action to manipulate one or more selected nodes.
  • EdgesManipulator - Defines a context menu action to manipulate one or more selected edges.
  • GeneralActionsManipulator - Defines a general action not related to any specific graph element. PluginGeneralActionsManipulator is the same but appears in a plugin button that displays a list of general actions (use this when the tool bar does not have enough space for more general actions).
  • AttributeValueManipulator - Defines a context menu action that manipulates a single cell data (pair of AttributeRow and AttributeColumn).
  • AttributeColumnsMergeStrategy - Defines an strategy
  • AttributeRowsMergeStrategy - A very special type of manipulator that defines strategies for merging rows to be used by a nodes/edges manipulator or other parts (does not have a place in Data Laboratory GUI by itself but it is currently used by MergeNodes manipulator).

Only AttributeColumnsManipulator is a bit different from Manipulator because its workflow is not the same as all the previous manipulators, and therefore provides its unique interface plus a AttributeColumnsManipulatorUI.

Create a new Manipulator​

Once we understand the interfaces that define our manipulators, we can create some sample features.

Setting up our data​

Here is where manipulators that need some initial data (like nodes, edges or columns) get it. This method varies for each type of manipulator but is always called before any other method.

Code example for a nodes manipulator:

public void setup(Node[] nodes, Node clickedNode) {
    this.nodes=nodes;//Keep the needed data for future operations.
}

In this case, setup receives an array of nodes (selected nodes at right click) and the specific clicked node.

Name and description​

Simply define a name an a description (optional) of what our manipulator does.

public String getName() {
    return NbBundle.getMessage(Group.class, "Group.name");//Localized name for nodes grouping action
}
 
public String getDescription() {
    return null;//No description
}

Determining if our manipulator should be eligible to execute​

In determinate conditions we would not like our manipulator to be executed, so we declare it with a boolean. The moment this is called, setup has already been called.

public boolean canExecute() {
    return nodes.length == 1;//This manipulator will only be executed with a single node selection
}

Provide an UI​

Here we can return our GUI if desired. We will talk about ManipulatorUIs later.

public ManipulatorUI getUI(){
    return new MyUI();//It is not necessary to pass this class to the UI now because ManipulatorUI will be set up later.
    //return null if no GUI
}

Ordering and classifying manipulators​

In order to declare the position in a group of manipulators that our manipulator has to appear, we have to provide a number identifying the category(type) and position.

Order of appearance is determined first by the type number and then by position number. Often consecutive elements are given numbers with considerable separation to be able to insert new categories between them.

public int getType() {
    return 300;//Will appear in the same category as other manipulators that also return 300
}
 
public int getPosition() {
    return 0;//Will appear in its category before manipulators with a position of 1 or more
}

These are the only methods that could be called before setup and therefore should not depend on context data.

Optional icon​

Just return an icon for the feature or null.

public Icon getIcon() {
    return ImageUtilities.loadImageIcon("org/gephi/datalab/plugin/manipulators/resources/group.png", true);
}

Executing the final action​

This is where our feature does the work once it has been chosen and preferences (if any) have been chosen with or without a GUI.

public void execute() {
    for(Node node:nodes){
        //Do something with the nodes
    }
}

Complete code for Group nodes manipulator​

public class Group extends BasicNodesManipulator {
    private Node[] nodes;
 
    public void setup(Node[] nodes, Node clickedNode) {
        this.nodes=nodes;
    }
 
    public void execute() {
        GraphElementsController gec = Lookup.getDefault().lookup(GraphElementsController.class);
        gec.groupNodes(nodes);
    }
 
    public String getName() {
        return NbBundle.getMessage(Group.class, "Group.name");
    }
 
    public String getDescription() {
        return "";
    }
 
    public boolean canExecute() {
        GraphElementsController gec = Lookup.getDefault().lookup(GraphElementsController.class);
        return gec.canGroupNodes(nodes);
    }
 
    public ManipulatorUI getUI() {
        return null;
    }
 
    public int getType() {
        return 300;
    }
 
    public int getPosition() {
        return 0;
    }
 
    public Icon getIcon() {
        return ImageUtilities.loadImageIcon("org/gephi/datalab/plugin/manipulators/resources/group.png", true);
    }
}

Nodes and edges manipulators​

Both of these types of manipulators are shown as context menu actions in a popup menu, and benefit from some special settings defined in the ContextMenuItemManipulator interface. Their principal extra feature is the possibility to have subitems, as can be observed in the next image.

sub-items

It defines 3 methods:

public ContextMenuItemManipulator[] getSubItems() {
        return null;//Return subitems 
}

Note that:

  • Most nodes/edges manipulators won't need to have subitems.
  • Subitems can also return more subitems.
  • Subitems will be set up with the proper data like their parents.
  • If a item/subitem returns subitems, it will never be executed, their subitems will.
  • execute method of the specific clicked subitem will be called.
public boolean isAvailable() {
    return true;//Indicates if a subitem has to appear in the menu at all (enabled or not)
}    
 
public Integer getMnemonicKey() {
    return null;//Shorcut associated key for this item
}

Most manipulators won't need this, so a simple class like the following can be extended by all your manipulators to avoid repeating code:

public abstract class BasicNodesManipulator implements NodesManipulator{
 
    public boolean isAvailable() {
        return true;
    }
 
    public ContextMenuItemManipulator[] getSubItems() {
        return null;
    }
 
    public Integer getMnemonicKey() {
        return null;
    }
}

Visualization API has an SPI for adding context menu actions (GraphContextMenuItem) to nodes like DataLaboratory does with NodesManipulator. Note that they share the interface ContextMenuItemManipulator from Data Laboratory API, so they are compatible, being possible to reuse actions on nodes for Overview and Data Laboratory.

AttributeColumnsManipulators​

What makes different these manipulators is that, instead oh having data set up and then canExecute being called, eligibility is tested for every column and is later executed for the selected column (showing first the UI if necessary).

Here is a complete example of a real feature (columns duplication):

public class DuplicateColumn implements AttributeColumnsManipulator {
    private String title;
    private AttributeType columnType;
 
    public void execute(AttributeTable table, AttributeColumn column) {
        Lookup.getDefault().lookup(AttributeColumnsController.class).duplicateColumn(table, column, title, columnType);
    }
 
    public String getName() {
        return NbBundle.getMessage(DuplicateColumn.class, "DuplicateColumn.name");
    }
 
    public String getDescription() {
        return "";
    }
 
    public boolean canManipulateColumn(AttributeTable table, AttributeColumn column) {
        return true;
    }
 
    public AttributeColumnsManipulatorUI getUI(AttributeTable table,AttributeColumn column) {
        return new DuplicateColumnUI();
    }
 
    public int getType() {
        return 0;
    }
 
    public int getPosition() {
        return 400;
    }
 
    public Image getIcon() {
        return ImageUtilities.loadImage("org/gephi/datalab/plugin/manipulators/resources/table-duplicate-column.png");
    }
 
    public String getTitle() {
        return title;
    }
 
    public void setTitle(String title) {
        this.title = title;
    }
 
    public AttributeType getColumnType() {
        return columnType;
    }
 
    public void setColumnType(AttributeType columnType) {
        this.columnType = columnType;
    }
}

Column type and title are set through DuplicateColumnUI.

Builders (how to get our plugins to appear in data laboratory perspective)​

Like in other parts of Gephi, api/spi implementations are exposed with Netbeans Lookup API.

This is done with the [[@ServiceProvider]] annotation. Since this annotation returns a singleton of the service, in order to help the programmer avoid problems with previously set up data, some of the manipulators require a builder that returns instances of the manipulator as the service.

But other manipulators are directly exposed as the service with the annotation.

For example, to declare a GeneralActionsManipulator, it is sufficient with:

@ServiceProvider(service = GeneralActionsManipulator.class)
public class AddEdgeToGraph implements GeneralActionsManipulator {
...

But for a NodesManipulator you need to create a builder and give it the annotation (not to the manipulator):

@ServiceProvider(service=NodesManipulatorBuilder.class)
public class SetNodesSizeBuilder implements NodesManipulatorBuilder {
    public NodesManipulator getNodesManipulator() {
        return new SetNodesSize();
    }
}
Manipulator typeNeeds a builder
AttributeColumnsManipulator
GeneralActionsManipulator
AttributeColumnsMergeStrategy✓
EdgesManipulator✓
NodesManipulator✓
AttributeRowsMergeStrategy✓
AttributeValueManipulator✓

Providing a GUI​

When your feature needs a GUI you only need to return a ManipulatorUI implementation capable of configuring your feature extra data. Let's see what each method should do with an example:

public class MyManipulatorUI extends JPanel implements ManipulatorUI {
    private MyManipulator manipulator;
    private DialogControls dialogControls;
 
    void setup(Manipulator m, DialogControls dialogControls){
        //Receive our manipulator instance:
        manipulator = (MyManipulator) m; //We know the type of manipulator we are going to receive so cast is safe
        //And an object to control the dialog if necessary 
        //(for now it only is able to enable/disable the Ok button of the dialog for validation purposes)
        this.dialogControls = dialogControls;
    }
 
    void unSetup(){
        //Called when the dialog is closed, canceled or accepted. Pass necessary data to the manipulator:
        manipulator.setSomeOption(someValue);
        ...
    }
 
    String getDisplayName(){
        //Provide title for the dialog:
        return manipulator.getName();//For example, the manipulator name
    }
 
    public JPanel getSettingsPanel(){
        //Provide the JPanel to create the UI dialog
        //A good practice is to extend JPanel and just return this object
        return this;
    }
 
    /**
     * Indicates if the created dialog has to be modal
     */
    public boolean isModal(){
        return true;
    }
}

Manipulators Summary​

manipulators

+ + + + \ No newline at end of file diff --git a/Plugins/Plugin_Quick_Start/index.html b/Plugins/Plugin_Quick_Start/index.html new file mode 100644 index 0000000..483c45f --- /dev/null +++ b/Plugins/Plugin_Quick_Start/index.html @@ -0,0 +1,22 @@ + + + + + +Plugin Quick Start | Gephi Documentation + + + + +
+
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Plugin Quick Start

THIS PAGE IS OUTDATED, PLEASE CHECK THE README AT https://github.com/gephi/gephi-plugins

This HowTo covers how to get started with Gephi plugin development. Make sure you have Git and GitHub set up before starting.

Checkout the gephi-plugins code​

We prepared an out of the box development environment on the gephi-plugins repository on GitHub. Once downloaded it doesn't need anything else to run a development version of Gephi. +Fork the project on GitHUb and clone the repository (replace username with your login):

git clone git@github.com:username/gephi-plugins.git

Now you can open the project in Netbeans. Gephi development happens in Netbeans because Gephi is based on the awesome Netbeans Platform. The gephi-plugins folder is automatically recognized when opening a project in Netbeans. Right click on the project and select Run to start Gephi.

You can also run Gephi from the command-line using the ant run command.

Create a plugin​

  1. In Netbeans, expand the Gephi Plugins project and right-click on Modules. Select Add New...
  • Enter the plugin name: MyFirstPlugin and click Next.
  • In the next panel, enter a unique codebase name, for instance org.myname.myfirstplugin and click Finish.
  • In the Netbeans Project tree, you should see now your module MyFirstPlugin. Expand it to find its Source Package. Here you will place your code.

image +New module Step 1

image +New module Step 2

image +New module in the Projects tree

You created a plugin, which doesn't do anything for the moment. When you build Gephi, your plugin is now fully integrated. It appears in the Plugin Center (Tools > Plugin).

Brand your plugin​

  1. Right-click on your plugin project MyFirstPlugin and select Properties.
  • Select Display on the left panel and fill Display Category, Short Description and Long Description.
  • Select Packaging on the left panel and fill License, Homepage (if exists) and Author information.
  • Click on OK to validate changes.

image +Branding Step 1

image +Branding Step 2

Distribute your plugin​

When you successfully tested your plugin, it's time to create a release.

  1. Right-click on the project and select Package As and then NMBs.
  • Go to the build folder and find the created plugin-release.zip file. Individual NBM files (one per each module) are packaged in this zip.

Now you can publish you plugin on the Gephi Marketplace.

+ + + + \ No newline at end of file diff --git a/Plugins/Spigot_importer_with_Wizard/index.html b/Plugins/Spigot_importer_with_Wizard/index.html new file mode 100644 index 0000000..bd19504 --- /dev/null +++ b/Plugins/Spigot_importer_with_Wizard/index.html @@ -0,0 +1,16 @@ + + + + + +Spigot importer with Wizard | Gephi Documentation + + + + +
+
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Spigot importer with Wizard

Introduction​

This HowTo shows in about 20 minutes how to create a new spigot in Gephi. Spigots are like file importers, but with a different datasource. Spigots are the best way to import data from various data sources like Web Services, APIs, custom Databases or anything Java can read from. Like Importers, spigots push data to a Container, which hosts all data collected (i.e. nodes, edges and attributes). Moreover, spigots user interface supports Wizards, which makes it easy to have rich settings and a consistent flow.

spigot_menu

Import Spigot Menu

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MySpigot, you can start this tutorial.

One can find spigot importer examples in the Gephi source code.

Create a new Importer​

Set Dependencies​

Add [[Import API]], [[LongTask API]], [[Utilities API]], [[Dialogs API]] and [[Lookup]] modules as dependencies for your plugin module MySpigot. See [[How To Set Module Dependencies]].

Create SpigotImporterBuilder​

Importer Builder is a factory class for building the important instance, all Importers should have their own builder.

Create a new builder class, for instance MySpigotBuilder that implements SpigotImporterBuilder.

Leave the buildImporter() method empty for the moment and fill the getName() methods like below.

public String getName() {
   return "My Spigot";
}
 
public SpigotImporter buildImporter() {
   return null;
}

Add @ServiceProvider annotation to your builder class. Add the following line before MySpigotBuilder class definition, as shown below:

@ServiceProvider(service = SpigotImporterBuilder.class)
public class MySpigotBuilder implements SpigotImporterBuilder {
...

Create SpigotImporter​

The importer is where the job will be done. Create a new spigot importer class, for instance MySpigot that implements SpigotImporter.

For more details, have a look at ContainerLoader and Report documentation.

Add also LongTask interface to your class, in order you will be able to use progress and cancel management.

Your MyImporter would look like this:

public class MySpigot implements SpigotImporter, LongTask {
 
    private ContainerLoader container;
    private Report report;
    private ProgressTicket progressTicket;
    private boolean cancel = false;
 
    public boolean execute(ContainerLoader loader) {
        this.container = loader;
        this.report = new Report();
        //Import done here
        return !cancel;
    }
 
    public ContainerLoader getContainer() {
        return container;
    }
 
    public Report getReport() {
        return report;
    }
 
    public boolean cancel() {
        cancel = true;
        return true;
    }
 
    public void setProgressTicket(ProgressTicket progressTicket) {
        this.progressTicket = progressTicket;
    }
}

The infrastructure is set, the container for pushing data, the report for pushing logs and errors, and the progress management.

Look at File Importers examples or Spigots examples code to learn how to push data to the container.

Finish the builder​

Go back to the MySpigotBuilder and complete buildImporter() method:

public SpigotImporter buildImporter() {
   return new MySpigot();
}

Wizard UI​

You will create a ImporterWizardUI class for your importer and learn how to create a wizard to configure your MySpigot.

A wizard is a set of panels, which follow each other with conditions. Consult the Wizard API Javadoc. One can also find a more general tutorial on Netbeans Wizards here. The ImporterWizardUI class will provide the panels and the title of the spigot importer, as well as its description. But first, create a wizard panel.

spigot_howto1

My Spigot

Create Wizard Panel​

Create a new Java Panel class named MySpigotWizardPanel1. Go to File > New File > Swing GUI Forms > JPanel Form.

Design your interface, by adding check boxes, text field etc. and go to the Source view.

spigot_howto_design

Create an unsetup() method like below. This method will be called when the user leaves the wizard to actually configure your Spigot with the settings made in the UI.

public void unsetup(MySpigot importer) {
   //Configure the importer
 
   //Example
   //importer.setOption(optionCheckbox.isSelected());
}

We will now edit this panel to implement the WizardDescriptor.Panel interface.

See below how to implement this class

public class MySpigotWizardPanel1 extends javax.swing.JPanel implements WizardDescriptor.Panel {
 
    private List<ChangeListener> listeners; //these allow you to tell Gephi when UI changes are made
 
 
    //Generated JPanel code goes here....
 
 
    public Component getComponent() {
        return this;
    }
 
    @Override
    public String getName() {
        return "Select Datasource";   //this will be the title of the panel in the wizard
    }
 
    @Override
    public HelpCtx getHelp() {
        return HelpCtx.DEFAULT_HELP;
    }
 
    /*
     * You can use a settings object to keep track of state. Normally the
     * settings object will be the WizardDescriptor, so you can use
     * WizardDescriptor.getProperty & putProperty to store information entered
     * by the user.
     */
    public void readSettings(Object settings) {
    }
 
    public void storeSettings(Object settings) {
    }
 
    public boolean isValid() {
        return true;             //if you implement the change listeners properly, this should contain actual logic
    }
 
    @Override
    public void addChangeListener(ChangeListener cl) {
        if (listeners == null) {
            listeners = new ArrayList();
        }
 
        listeners.add(cl);
    }
 
    @Override
    public void removeChangeListener(ChangeListener cl) {
        listeners.remove(cl);
    }
}

Create ImporterWizardUI​

Create a new spigot wizard UI class, for instance MyImporterWizardUI that implements ImporterWizardUI.

This class is a singleton service, and registers your wizard in the system. It has two important methods: setup() and unsetup. The unsetup() method is called when the wizard is closed and is responsible for configuring the actual Spigot importer. In other words, the UI push settings values to the importer not the contrary.

The sample below will help you:

public class MySpigotWizardUI implements ImporterWizardUI {
 
    private Panel[] panels = null;
 
    @Override
    public String getDisplayName() {
        return "My Spigot Importer";
    }
 
    @Override
    public String getCategory() {
        return "My Spigot";
    }
 
    @Override
    public String getDescription() {
        return "My Spigot imports very cool data";
    }
 
    @Override
    public Panel[] getPanels() {
        if (panels == null) {
            panels = new Panel[1];
            panels[0] = new MySpigotWizardPanel1();
        }
        return panels;
    }
 
    @Override
    public void setup(Panel panel) {
        //Before opening the wizard
    }
 
    @Override
    public void unsetup(SpigotImporter importer, Panel panel) {
        //When the wizard has been closed
        ((MySpigotWizardPanel1) ((Panel) panels[0]).getComponent()).unsetup((MySpigot)importer);
 
        panels = null;
    }
 
    @Override
    public boolean isUIForImporter(Importer importer) {
        return importer instanceof MySpigot;
    }
}

Notice how the unsetup() method of MySpigotWizardPanel1 is called.

Ideally, this UI class is also responsible for saving the settings, in order to have the same settings the second time the spigot is used. For doing that, use the setup() method to load parameters in the panels.

Register the UI​

Add [[@ServiceProvider]] annotation to your UI class. Add the following line before MySpigotWizardUI class definition, as shown below:

@ServiceProvider(service = ImporterWizardUI.class)
public class MySpigotWizardUI implements ImporterWizardUI{
...
+ + + + \ No newline at end of file diff --git a/Plugins/code_sharing_strategy/index.html b/Plugins/code_sharing_strategy/index.html new file mode 100644 index 0000000..768adf4 --- /dev/null +++ b/Plugins/code_sharing_strategy/index.html @@ -0,0 +1,17 @@ + + + + + +Code Sharing Strategy | Gephi Documentation + + + + +
+
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Code Sharing Strategy

Code sharing​

Some basic rules how we code in Gephi and how we use Netbeans:

Using libraries​

If you use libraries, wrap them into one or several modules. Further information here: http://wiki.netbeans.org/DevFaqWrapperModules

The module codebase should be org.gephi.lib.NAME.

Please send email to DEV mailing-list about that change and include it in the ChangeLog, not to forgot to update the license page on the website.

Code formatting​

Always format all the code you submit. Use the Netbeans format feature (right click > Format) with default parameters.

License​

This is the Gephi offical license. 

 Copyright 2008-2012 Gephi
 Authors : YOUR NAME <yourname@domain.org>
 Website : http://www.gephi.org
 
 This file is part of Gephi.
 
 DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS HEADER.
 
 Copyright 2012 Gephi Consortium. All rights reserved.
 
 The contents of this file are subject to the terms of either the GNU
 General Public License Version 3 only ("GPL") or the Common
 Development and Distribution License("CDDL") (collectively, the
 "License"). You may not use this file except in compliance with the
 License. You can obtain a copy of the License at
 http://gephi.org/about/legal/license-notice/
 or /cddl-1.0.txt and /gpl-3.0.txt. See the License for the
 specific language governing permissions and limitations under the
 License.  When distributing the software, include this License Header
 Notice in each file and include the License files at
 /cddl-1.0.txt and /gpl-3.0.txt. If applicable, add the following below the
 License Header, with the fields enclosed by brackets [] replaced by
 your own identifying information:
 "Portions Copyrighted [year] [name of copyright owner]"
 
 If you wish your version of this file to be governed by only the CDDL
 or only the GPL Version 3, indicate your decision by adding
 "[Contributor] elects to include this software in this distribution
 under the [CDDL or GPL Version 3] license." If you do not indicate a
 single choice of license, a recipient has the option to distribute
 your version of this file under either the CDDL, the GPL Version 3 or
 to extend the choice of license to its licensees as provided above.
 However, if you add GPL Version 3 code and therefore, elected the GPL
 Version 3 license, then the option applies only if the new code is
 made subject to such option by the copyright holder.
 
 Contributor(s):
 
 Portions Copyrighted 2011 Gephi Consortium.

Please put your name on the top of the license at 'YOUR_NAME' and put this license in all files you own.

You can directly include license texts in Netbeans using Tools>Templates.

Javadoc​

All open APIs (public interfaces) should have a complete Javadoc. This is important but commit to it only when you estimate a module is finished. +In the mean time, be sure your real name appears completely in all classes you own. This is the minimum thing you should add. As for license, it can be done with Netbeans.

It is recommended to read the Javadoc Good practices. It gives guidance and rules to make good Javadoc.

Module name convention​

Please respect new modules naming convention:

  • No whitespace
  • Add Wrapper in case of a library wrapper

Codebase convention​

New modules should follow the following codebase rules:

First HeaderSecond Header
APIorg.gephi.NAME.api
API Implementationorg.gephi.NAME
SPIorg.gephi.NAME.spi
SPI Implementationorg.gephi.NAME.plugin
SPI Implementation UIorg.gephi.ui.NAME.plugin
Desktop UIorg.gephi.desktop.NAME

Module branding​

Branding options for Netbeans modules. Set it from module Properties > Display.

  • Display name can have whitespace
  • Display Category:
    • Gephi Core for all API and Impl modules
    • Plugin for all Plugin and PluginUI modules
    • Libraries for all libs
    • Gephi UI for all Desktop modules

And don't forget to set the license and author in the Build > Packaging settings.

License should be ../gpl-3.0.txt and Author Gephi.org

Distributed development​

Get started​

Follow these links to get started with the development environment:

Git at Gephi​

There is a master branch on the Gephi repository which we call the trunk. This is the main branch where all the daily work happen.

When we are releasing a major version we create a release branche (ex: 0.8) from master. These branches shouldn't get new features, only bug fixes. After the version is released, bugs that don't require to break compatibility of make significant changes (add/removed modules etc) should be developed in this branch and released as hot fixes.

We like to always have the master branch working and developers should always make sure the code builds before commit.

Before commit​

'''Some simple steps to make sure it's done right:'''

  • Run git status to see what's going on.
  • Run git pull upstream BRANCH to get latest updates from GitHub.
  • Run git add ... on the files you want to commit. If you removed some files run git rm .... This step is called 'staging' and add stuff to your commit.
  • Run git status again. That lists the files you modified and are part of your next commit.
  • Make sure you didn't forget any essential file.
  • Run git commit -m "message" with a message with enough information for a fellow to understand.

If you 'staged' something you didn't ant to stage run git reset FILES. If you want to reset a file changes run git checkout FILE. This will revert any changes you made to that files.

'''Some things not to do:'''

  • Don't add anything to the .gitignore file unless you've been told to.
  • Don't commit changes in modules you are not working on. It happens that Netbeans will override some random xml or properties file. Don't commit those and revert them use 'git checkout'.
  • If you encounter a conflict and you're not sure how to fix it, don't try random things. Ask we can help :-)

Command line is fine for Git but you can also use TortoiseGit on Windows or [http://gitx.frim.nl/ GitX] if you're on Mac. A Netbeans Git module exists but is still in beta, so you should avoid using it.

Merging branches​

The master branch contains the trunk and all work happens there. When all developers work on separate modules it's relatively easy to manage and it's convenient to all work on the same code. However it gets complicated really fast when developers work on APIs, rewrite modules or refactor code. Therefore, for any significant work developers should create feature branches. This is typically the case for Google Summer of Code projects or large code changes.

To create a new branch:

  • Make sure you're on the master branch by running git branch
  • Run git branch NAME to create the branch. Run git branch. Your new branch should appear.
  • Run git checkout NAME to go to your branch
  • Run git push origin NAME to push it to GitHub

Features branches typically need to merge the master branch time to time to get up to date with core developments. To merge the master branch:

  • Make sure you're on your feature branch by running git branch. If not, run git checkout BRANCH
  • Run git pull upstream master. That will pull and merge the master branch.

The merge will fail if some of the files Git want to merge have uncommited changes. IF that happens, commit your changes and in most cases Git will do the merge automatically.

The master branch merges hotfixes in release branches when done.

Hot fixes​

Gephi is distributed through a installation package but also online as NBM packages. Thanks to Netbeans Platform, Gephi has the capability to update itself using the NBMs packages we store on our server. We call this the 'Update Center' and it is the same system we use to distribute third party plug-ins. It works like this. There is a XML files with all modules and version on our server and Gephi can read that files and compare online versions with it's local versions. If some modules have been updated the user is asked to update.

This capability allows us to deploy hot fixes. When a bug is fixed and the version of the module is incremented the NBM file of the module is created and uploaded to our server. This is process is manual at the moment but it just takes a few minutes. We have done it many times to deliver bug fixes as soon as they are ready without waiting for a release.

All bugs for hot fixes should be developed in release branches. For instance, if the latest stable release is 0.8 and we want to fix an issue and release it as hotfix the bug should be fixed in the 0.8 branch. The branch should be then merged to master to make sure the fix is in trunk as well.

Auto-Update​

Thanks to Netbeans Platform, Gephi has an auto-update feature. Update is done according to the "Specification version" for each module. Therefore, if you made a change that will be deployed through auto-update, increment the Specification Version of all modules you touched.

+ + + + \ No newline at end of file diff --git "a/Plugins/de\314\201marrage-rapide-fr/index.html" "b/Plugins/de\314\201marrage-rapide-fr/index.html" new file mode 100644 index 0000000..c03a05c --- /dev/null +++ "b/Plugins/de\314\201marrage-rapide-fr/index.html" @@ -0,0 +1,43 @@ + + + + + +Démarrage rapide (FR) | Gephi Documentation + + + + +
+
Skip to main content

Tutoriel Gephi
Démarrage rapide

Bienvenue sur ce tutoriel. Vous apprendrez ici les étapes fondamentales pour visualiser et manipuler un réseau dans Gephi.

Ce tutoriel se base sur la version 0.7alpha2 de Gephi.
+Télécharger Gephi

Import de fichiers

Ouverture d’un fichier graphe​

  • Téléchargez le fichier LesMiserables.gexf
  • Dans la barre de menu, allez dans le menu Fichier et Ouvrir...

~~ Image : tutorial_quickstart1_FR ~~

Format des graphes
- GEXF - GraphML - Pajek NET - GDF - GML - Tulip TLP - CSV - ZIP compressé

Rapport d’import​

  • Lorsque votre fichier s’ouvre, le rapport récapitule les données trouvées et les problèmes rencontrés.
    • Nombre de noeuds
    • Nombre de liens
    • Type de graphe
* Cliquez sur **OK** pour valider et visualiser le graphe.

~~ Image : tutorial_quickstart2_FR ~~

Affichage du graphe​

Nous avons importé le fichier de données LesMiserables.gexf1. Il s’agit du réseau pondéré des apparitions simultanées des personnages du roman Les Misérables de Victor Hugo.
+~~ Image : ? ~~

Les noeuds sont d’abord placés de manière aléatoire, la présentation que vous voyez peut donc différer légèrement.

1D. E. Knuth, The Stanford GraphBase: A Platform for Combinatorial Computing, Addison-Wesley, Reading, MA (1993)

Visualisation

Visualisation du graphe​

  • Utilisez votre souris pour vous déplacer dans la visualisation et modifier son échelle.
    • Zoom : Molette de la souris
      • ~~ Image : ? ~~
    • Panoramique : Glisser à droite
      • ~~ Image : ? ~~
* L’**échelle du poids des liens** se trouve en bas de la fenêtre.

~~ Image : gephi_configure_labels__bisFR ~~

  • Si vous ne voyez plus votre graphe, réinitialisez l’échelle.

~~ Image : ? ~~

Spatialisation

Spatialisation du graphe​

La fonction principale des algorithmes de spatialisation est de définir la forme du graphe.

  • Repérez le module Spatialisation dans le volet à gauche de l’écran.
  • Sélectionnez Force Atlas.
    Vous pouvez voir les propriétés de la spatialisation sous son nom. Conservez les valeurs.
  • Pour lancer l’algorithme, cliquez sur Exécuter.
Algorithmes de spatialisation
La spatialisation des graphes est généralement réalisée à partir d’algorithmes basés sur les forces. Ils suivent un principe simple : les noeuds reliés s’attirent et les noeuds non reliés se repoussent.

Contrôle de la spatialisation​

Les propriétés de spatialisation vous permettent de contrôler l’algorithme afin de générer une représentation esthétique.
+~~ Image : tutorial_quickstart9_FR ~~

  • Pour agrandir le graphe, réglez la Force de répulsion sur 10 000.
  • Pour valider la valeur modifiée, appuyez sur la touche Entrée de votre clavier.
  • Vous pouvez maintenant Arrêter l’algorithme.

Affichage du graphe spatialisé​

~~ Image : ? ~~

Classement (par couleur)

Classement (par couleur)​

Le module Classement vous permet de configurer la couleur et la taille d’un noeud.

  • Cliquez sur le module Classement en haut à gauche de l’écran.
  • Sélectionnez Degré comme paramètre de classement.

~~ Image : tutorial_quickstart12_FR ~~

Le panneau de configuration suivant s’affiche :
+~~ Image : tutorial_quickstart13_FR ~~

  • Cliquez sur Appliquer pour afficher le résultat.

Configuration des couleurs​

~~ Image : tutorial_quickstart13_FR ~~

  • Déplacez la souris sur le curseur de dégradé.
    ~~ Image : ? ~~
  • Pour configurer la couleur, double-cliquez sur les triangles.
    ~~ Image : ? ~~
Palette
Pour utiliser la palette, double-cliquez sur le volet. ~~ Image : tutorial_quickstart17_FR + ? ~~

Tableau des résultats du classement​

Vous pouvez voir les valeurs du classement en affichant le tableau des résultats. Le noeud Valjean possède 36 liens et est le plus connecté du réseau.

  • Activez l’affichage des résultats sous forme de tableau.
  • Cliquez à nouveau sur le bouton Appliquer.

~~ Image : tutorial_quickstart18_FR ~~

Métriques

Métriques​

Nous allons calculer la longueur de chemin moyenne pour le réseau. Cela permet de calculer la longueur du chemin entre toutes les paires de noeuds et de fournir des informations sur la distance entre les noeuds.

  • Dans le volet droit, cliquez sur le module Statistiques.
  • Cliquez sur Exécuter en face de Plus courts chemins.

~~ Image : tutorial_quickstart19_FR ~~

Métriques disponibles
- Diamètre - Plus courts chemins - Coefficient de Clustering - PageRank - HITS - Betweeness Centrality - Closeness Centrality - Excentricité - Détection de communauté (Modularité)

Configuration des métriques​

Le panneau de configuration s’affiche.
+~~ Image : tutorial_quickstart20_FR ~~
+Pour calculer la métrique, sélectionnez Dirigé, puis cliquez sur OK.

Résultat des métriques​

À la fin du traitement, le résultat de la métrique est affiché dans un rapport.
+~~ Image : tutorial_quickstart21 ~~

Classement (par taille)

Classement (par taille)​

Les métriques génèrent des rapports généraux ainsi que les résultats pour chaque noeud.
+Ainsi, trois nouvelles valeurs ont été créées par l’algorithme Plus courts chemins.

  • **Betweeness Centrality**
  • **Closeness Centrality**
  • **Excentricité**
  • Retournez sur l’onglet Classement.
  • Sélectionnez Betweeness Centrality dans la liste déroulante.
    ~~ Image : tutorial_quickstart22_FR ~~
    Cette métrique fait ressortir les noeuds les plus importants dont la fréquence est la plus élevée.

À présent, paramétrez la taille des noeuds. L’indicateur de Degree (Degré) est toujours représenté par des couleurs.

  • Pour définir la taille, sélectionnez l’icône en forme de diamant dans la barre d’outils.
  • Définissez la taille minimale sur 10 et la taille maximale sur 50.
    ~~ Image : tutorial_quickstart23_FR ~~
  • Pour voir le résultat, cliquez sur Appliquer.

Graphe avec différenciation de couleurs et de tailles​

~~ Image : ? ~~
+Couleur : Degree (Degré)
+Taille : Métrique Betweeness Centrality

Nouvelle spatialisation

Nouvelle spatialisation​

La spatialisation n’est pas totalement satisfaisante. En effet, des noeuds de grande taille chevauchent parfois des noeuds plus petits.
+L’algorithme Force Atlas dispose d’une option qui permet de prendre la taille des noeuds en considération lors de la spatialisation.

  • Retournez sur le volet Spatialisation.
  • Cochez l’option Ajustement par taille, puis exécutez à nouveau l’algorithme pendant quelques instants.
  • Les noeuds ne se chevauchent plus désormais.

~~ Image : tutorial_quickstart26_FR ~~

Affichage des labels

Affichage des labels​

Explorons le réseau plus en détails maintenant que les couleurs et la taille mettent en valeur les noeuds importants.
+~~ Image : tutorial_quickstart27_FR ~~

  • Affichez les labels des noeuds.
    ~~ Image : tutorial_quickstart ~~
  • Paramétrez l’affichage des labels afin que leur taille soit proportionnelle à celle des noeuds.
    ~~ Image : gephi_configure_labels__bisbisFR ~~
  • Pour régler la taille des labels, faites glisser le curseur de l’échelle.
    ~~ Image : gephi_configure_labels__bisbisbisFR ~~

Détection de communauté

Détection de communauté​

La capacité à détecter et à étudier les communautés est essentielle à l’analyse du réseau. Dans notre exemple, nous souhaitons colorer les groupes de noeuds.
+Gephi utilise la méthode Louvain1, disponible dans le volet Statistiques.
+Cliquez sur Exécuter en regard de la ligne Modularité.
+~~ Image : tutorial_quickstart28_FR ~~

  • Sélectionnez Aléatoire dans le volet.
  • Pour lancer la détection, cliquez sur OK. +~~ Image : tutorial_quickstart29_FR ~~
1Blondel V, Guillaume J, Lambiotte R, Mech E (2008) Fast unfolding of communities in large networks. J Stat Mech : Theory Exp 2008:P10008. (http://findcommunities.googlepages.com)

Partition

Partition​

L’algorithme de détection de communauté a créé une valeur de Modularity Class (classe de modularité) pour chaque noeud.
+Le module Partition peut utiliser ces nouvelles données pour colorer les communautés.

  • Dans le volet gauche, cliquez sur le module Partition.
  • Pour remplir la liste de partitions, cliquez sur le bouton Rafraîchir.
    ~~ Image : tutorial_quickstart30_FR ~~
Comment visualiser les colonnes affichant les noeuds et les liens ?
Pour afficher les colonnes et les valeurs des noeuds et des liens, consultez le **Tableau de données**. Pour actualiser le tableau, cliquez sur l’onglet **Laboratoire des données**, puis cliquez sur **Noeuds**.
* Dans la liste de partitions, sélectionnez **Modularity Class** (classe de modularité). Dans l’exemple ci-dessous, neuf communautés ont été trouvées. Le nombre de communautés est variable. Une couleur a été définie au hasard pour chaque identifiant de communauté. ~~ Image : tutorial_quickstart31_FR ~~ * Pour afficher les noeuds en couleur, cliquez sur **Appliquer**. Pour accéder à la fonction **Générer les couleurs aléatoirement**, cliquez sur le volet à l’aide du bouton droit de la souris. ~~ Image : tutorial_quickstart33_FR ~~

Nouvelle apparence du réseau​

~~ Image : ? ~~

Filtrage

Filtrage​

Le filtrage constitue la dernière manipulation. Il est possible de créer des filtres permettant de masquer certains noeuds et liens du réseau. Dans cet exemple, nous allons créer un filtre afin de supprimer les feuilles, c’est-à-dire les noeuds à lien unique.
+~~ Image : tutorial_quickstart34_FR ~~

  • Dans le volet droit, cliquez sur le module Filtres.
  • Dans la catégorie Topologie, sélectionnez Plage de degrés.
    ~~ Image : tutorial_quickstart35_FR ~~
  • Sous Requêtes, faites glisser l’option sur Glissez le filtre ici.
    ~~ Image : tutorial_quickstart36_FR ~~
  • Pour activer le filtre, cliquez sur Plage de degrés. Le volet des paramètres s’affiche.
    ~~ Image : tutorial_quickstart37_FR ~~
    Ce volet comprend un curseur de réglage de la plage de degrés ainsi qu’un graphique représentant les données, ici la répartition par degrés.
    ~~ Image : tutorial_quickstart39_FR ~~
  • Déplacez le curseur de gauche afin de régler le degré minimum sur 2.
  • Pour appliquer le filtre, cliquez sur le bouton Filtrer.
    Les noeuds dont le degré est inférieur à 2 sont désormais masqués.
Astuce
Pour modifier les limites des degrés, double-cliquez sur les valeurs correspondantes. ~~ Image : ? ~~

Réseau filtré​

~~ Image : ? ~~
+La manipulation est terminée. Nous allons à présent prévisualiser la modélisation et préparer l’export.

Prévisualisation

Prévisualisation​

  • Avant d’exporter le graphe au format SVG ou PDF, allez sur la **Prévisualisation** pour :
    • obtenir un aperçu exact du graphe ;
    • y apporter la touche finale.
* Dans le ruban, sélectionnez l’onglet **Prévisualisation** : ~~ Image : tutorial_quickstart41_FR ~~ * Pour afficher la prévisualisation, cliquez sur **Rafraîchir**. ~~ Image : tutorial_quickstart_preview_FR ~~
Astuce
Si le graphe est trop grand, vous pouvez afficher un graphe partiel en déplaçant le curseur du **Ratio** à 50 % ou à 25 %.
  • Dans la catégorie Labels de noeud, activez la case à cocher Afficher les labels.
  • Cliquez sur Prévisualiser.
    ~~ Image : tutorial_quickstart44_FR ~~
    Dans les Paramètres d’aperçu, cliquez sur la liste de Réglages prédéfinis et essayez différentes configurations.

Prévisualisation du graphe​

~~ Image : ~~

Export

Export au format SVG​

À partir de la Prévisualisation, cliquez sur SVG en face de Export.
+~~ Image : tutorial_quickstart43_FR ~~

Tout comme les PDF, les fichiers SVG sont des graphiques vectoriels. Les images peuvent facilement être redimensionnées. Il est donc possible de les imprimer ou de les intégrer à des présentations en haute résolution.

Les fichiers SVG peuvent être modifiés à l’aide du logiciel Inkscape ou Adobe Illustrator.
+~~ Image : ~~

Captures d’écran en haute résolution
Si vous préférez uniquement les captures d’écran au format PNG en haute résolution, cliquez sur l’icône ~~ Image : ? ~~ située sous l’aperçu, dans la barre des paramètres d’aperçu.

Enregistrement

Enregistrement du projet​

L’enregistrement de votre projet regroupe l’ensemble des données et des résultats dans un fichier de session unique.
+~~ Image : tutorial_quickstart48_FR ~~
+~~ Image : ? ~~
+Si vous n’avez pas suivi toutes les étapes, vous pouvez télécharger la session :
+https://gephi.org/datasets/lesmiserables.gml.zip

Conclusion

Ce tutoriel vous a présenté les manipulations de base permettant d’ouvrir, de visualiser, de manipuler et de générer un fichier de réseau avec Gephi.
+~~ Images : ??? ~~
+Pour en savoir plus :

Ces pages sont disponibles uniquement en anglais.

Dernière mise à jour le 5 mars 2010

+ + + + \ No newline at end of file diff --git a/Plugins/export/index.html b/Plugins/export/index.html new file mode 100644 index 0000000..54e791e --- /dev/null +++ b/Plugins/export/index.html @@ -0,0 +1,19 @@ + + + + + +Export | Gephi Documentation + + + + +
+
Skip to main content

Export

This HowTo shows, in about 15 minutes how to create a new exporter in Gephi. Exporters export data from Gephi to various targets, like files or streams.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyExporter, you can start this tutorial.

One can find file exporter examples in the ExportPlugin and PreviewExport modules.

Create a new Exporter​

Set Dependencies​

Add ExportAPI, ProjectAPI, and Lookup modules as dependencies for your plugin module MyExport. See [[How To Set Module Dependencies]].

Create Exporter Builder​

ExporterBuilder is a factory class for building the important instance, all Exporters should have their own builder. +Create a new builder MyExporterBuilder class, which implements one of the following interface:

Let's say we create a exporter for a custom graph format with .foo extension, so we choose GraphFileExporterBuilder.

Fill the getFileTypes() and getName() methods like below, for a single file format supported named foo.

public String getName() {
   return "foo";
}
 
public FileType[] getFileTypes() {
   return new FileType[]{new FileType(".foo", "Foo files")};
}

Add @ServiceProvider annotation to your builder class to declare you are implementing an Exporter service. Add the following line before MyExporterBuilder class definition, as shown below:

@ServiceProvider(service = GraphFileExporterBuilder.class)
public class MyExporterBuilder implements GraphFileExporterBuilder{
...

This annotation registers your implementation in the system, in order it can be discovered at runtime.

Put GraphFileExporterBuilder.class as the annotation service parameter for graph files, VectorFileExporterBuilder.class for vector graphics and ExportBuilder.class for the rest.

Create Exporter​

Create a new exporter class, which implements GraphExporter, VectorExporter or simply Exporter, depending what you set for the builder.

The exporter is where the job is done, in its execute() method. The main input object the export needs is the Workspace. In Gephi, data are stored within workspaces. It is the place the exporter will find what to export. Before being executed by the export controller, the exporter will receive the workspace and other parameters through setters methods.

Implement also ByteExporter interface for byte streams or CharacterExporter for texts. These are the two ways you can output data in a exporter, either text (java.io.Writer) or byte (java.io.OutputStream). Note that XML is text-based. So exporters are not specifically exporting to a file or a stream, they export to a Writer or an OutputStream. The controller later decides what to do with it.

Add also LongTask interface to your class, in order you will be able to use progress and cancel management. Add LongTaskAPI as a dependency to profit from LongTask. +Your exporter should now look like below:

public class MyExporter implements GraphExporter, CharacterExporter {
 
    private boolean exportVisible = false;
    private Workspace workspace;
    private Writer writer;
 
    @Override
    public boolean execute() {
        //Do the job
    }
 
    @Override
    public void setWorkspace(Workspace workspace) {
        this.workspace = workspace;
    }
 
    @Override
    public Workspace getWorkspace() {
        return workspace;
    }
 
    @Override
    public void setWriter(Writer writer) {
        this.writer = writer;
    }
 
     @Override
    public void setExportVisible(boolean exportVisible) {
        this.exportVisible = exportVisible;
    }
 
    @Override
    public boolean isExportVisible() {
        return exportVisible;
    }
}

The GraphExporter interface has an additional parameter: exportVisible. It indicates if either the complete or only the visible graph should be exported. At any time the system keeps the complete graph in memory. When users use filtering, the visible graph is different, as some nodes/edges have been removed. Below is the way to retrieve the good graph with this parameter.

public boolean execute() {
   GraphModel graphModel = workspace.getLookup().lookup(GraphModel.class);
   Graph graph = null;
   if (exportVisible) {
      graph = graphModel.getGraphVisible();
   } else {
      graph = graphModel.getGraph();
   }
   //Do the job
}

Finish the builder​

In the builder, return a new instance of your exporter in the buildExporter() method.

@Override
public GraphExporter buildExporter() {
   return new MyExporter();
}

With settings UI​

You can create an ExporterUI class for your exporter. It is not mandatory and the exporter will work normally with default settings.

Create MyExporterUI​

Create a new exporter UI class, for instance MyExporterUI that implements ExporterUI.

Your UI class is responsible of providing the JPanel associated to your exporter and set settings value to your MyExporter instance. The system will ask for a JPanel, show a setting dialog and then call unsetup(). If users validate the settings panel by hitting OK, the unsetup() method is called with update set as true and ask the UI to write the setting values. +The sample below will help you:

public class MyExporterUI implements ExporterUI {
 
   private JPanel panel;
   private MyExporter exporter;
 
   public void setup(Exporter exporter) {
     this.exporter= (MyExporter)exporter;
   }
 
   public JPanel getPanel() {
     panel = new JPanel();
     return panel;
   }
 
   public void unsetup(boolean update) {
     if(update) {
        //The user clicked OK when closing settings
     } else {
        //Cancel was hit
     }
     panel = null;
     exporter = null;
   }
 
   public String getDisplayName() {
     return "Exporter Foo";
   }
 
   public boolean isUIForExporter(Exporter exporter) {
     return exporter instanceof MyExporter;
   }
}

Register the UI​

Add @ServiceProvider annotation to your UI class. Add the following line before MyexporterUI class definition, as shown below:

@ServiceProvider(service = ExporterUI.class)
public class MyExporterUI implements ExporterUI{
...

Note that by doing this your class becomes a singleton.

Remember settings​

How to remember last settings set to the exporter, as each time a new export is made, a new instance of Exporter is created.

It is the ExporterUI's role to remember settings. The only thing to do is load settings at setup() and save settings at unsetup. Look at existing classes in the ExporterPluginUI module to have an example.

image

+ + + + \ No newline at end of file diff --git a/Plugins/filter/index.html b/Plugins/filter/index.html new file mode 100644 index 0000000..c21a4e0 --- /dev/null +++ b/Plugins/filter/index.html @@ -0,0 +1,33 @@ + + + + + +Filter | Gephi Documentation + + + + +
+
Skip to main content

Filter

Filters are pruning the graph by keeping only nodes and edges that satisfies filters conditions. They are either predicates or functions that reduce the graph, predicates are easy and return only true or false, whereas functions input a graph and output a graph.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyFilter, you can start this tutorial.

One can find filters examples in the FiltersPlugin module.

How filtering works in Gephi​

Gephi has a filter pipeline working with graph copies, where each filter can remove nodes and edges with settings. The Graph API in Gephi has the concept of View, a copy of the complete graph structure identified by an ID and where filters can work on it without disturbing other views. So, when a filter is removing nodes, it is removing them on a copy of the graph structure, the complete graph (named the main view) remains the same. This copy is eventually set as the visible view, the graph shown in the graph window. That is how users visualize a filtered graph. When filtering is disabled, the main view is simply set again as the visible view.

The filter pipeline is executed on a separate Thread and therefore doesn't block the rest of the application. +Filters are wrapped into queries, which can be chained and combined. Similar as SQL nested queries concept, filter queries can have sub-queries and be represented as a tree, where the last executed query is the root. For example, the query INDEGREE(3, EDGE_WEIGHT(2)) would be executed like below:

  • A complete copy of the graph structure is created in a new view
  • It is passed to the EDGE_WEIGHT filter, which removes edges under weight 2
  • The sub-graph is passed to the INDEGREE filter, which removes nodes with in-degree less than 3 here
  • The graph view is set as visible view, the graph windows automatically refreshes

When a property is changed in the user interface, for instance the weight threshold, the complete process above is just re-executed and the former graph view is destroyed.

Create a new Filter​

Set Dependencies​

Add FiltersAPI, GraphAPI, and Lookup modules as dependencies for your plugin module. See [[How To Set Module Dependencies]].

Create FilterBuilder​

  • FilterBuilder is a factory class for building the Filters. The builder is registered in the FilterLibrary. The library is the upper panel where users choose the filters they want to use. Another type of builders, named CategoryBuilder can create several builders at once and will be detailed later.
  • Create a new builder MyFilterBuilder class, which implements FilterBuilder.
  • Add @ServiceProvider annotation to your builder class, in order it is detected by the filter library. +Here is how it should look like:
@ServiceProvider(service = FilterBuilder.class)
public class MyFilterBuilder implements FilterBuilder {
 
    public Category getCategory() {
        return FilterLibrary.NODE;
    }
 
    public String getName() {
        return "My Filter";
    }
 
    public Icon getIcon() {
        return null;
    }
 
    public String getDescription() {
        return "A filter example";
    }
 
    public Filter getFilter() {
        //TODO
    }
 
    public JPanel getPanel(Filter filter) {
        return null;
    }
 
    public void destroy(Filter filter) {
    }
}

Notice the getCategory() method. As the FilterLibrary is a tree, this builder needs a parent. That is the category. Use default categories defined in FilterLibrary like above or simply return your own:

public Category getCategory() {
    return new Category("Samples Filters");
}

Create Filter​

Before creating the filter class, you should decide which filter interface to implement:

  • NodeFilter: Basic filters for nodes, that works as predicates. For a given node the filter's role is to return true if the node is kept or false if it is removed.
  • EdgeFilter: Basic filters for edges, that works as predicates. For a given edge the filter's role is to return true if the edge is kept or false if it is removed.
  • ComplexFilter: Filter working with full graphs and returning a subgraph.

The ComplexFilter interface is useful when both nodes and edges have to be filtered. +For instance, in the case of an edge weight filter (a filter that keeps edges only in a particular weight threshold) we only need EdgeFilter. But if I want to design a filter that prunes the graph until it's average degree is 5.5 I need to have control on both nodes and edges. The complex filter is a black box, where nodes and edges can be filtered (e.g. removed) with tricky or complex processes.

NodeFilter​

Create a new MyFilter class, which implements NodeFilter interface. The main filter method is evaluate(). The init() asks if the filter is valid for the given graph. Only valid filters are executed by the system. +The example below removes isolated nodes (e.g. with degree equal to 0). The filter is said valid only if the graph have nodes.

public class MyFilter implements NodeFilter {
 
    public boolean init(Graph graph) {
        return graph.getNodeCount() > 0;
    }
 
    public boolean evaluate(Graph graph, Node node) {
        return graph.getDegree(node) > 0;
    }
 
    public void finish() {
    }
 
    public String getName() {
        return "My Filter";
    }
 
    public FilterProperty[] getProperties() {
        return new FilterProperty[0];   //Will be explained later
    }
}

For specific directed or undirected graphs, just cast the Graph in DirectedGraph or UndirectedGraph.

ComplexFilter​

The complex filter interface is very simple, the filter() method directly gives the Graph.

public Graph filter(Graph graph);

Here is a example of a complex filter. It removes the 50% edges with the lowest weight.

public Graph filter(Graph graph) {
   int edgeCount = graph.getEdgeCount();
   edgeCount /= 2;
 
   Edge[] edges = graph.getEdges().toArray();
   Arrays.sort(edges, new Comparator<Edge>() {
      public int compare(Edge o1, Edge o2) {
         return Float.compare(o1.getWeight(), o2.getWeight());
      }
   });
 
   for (int i = 0; i < edgeCount; i++) {
      Edge edge = edges[i];
      graph.removeEdge(edge);
   }
   return graph;
}

It uses the removeEdge() method from the Graph API and returns the graph it received.

Can a filter also add elements? +Yes, as far as they are part of the main view as well. +As as exemple, here is how the NOT operator works:

GraphView graphView = graph.getView();
Graph mainGraph = graph.getView().getGraphModel().getGraph();
for (Node n : mainGraph.getNodes().toArray()) {
   if (n.getNodeData().getNode(graphView.getViewId()) == null) {
      //The node n is not in graph
      graph.addNode(n);
   } else {
      //The node n is in graph
      graph.removeNode(n);
   }
}

It is possible to find the graph model from the view object. Then the n.getNodeData().getNode(graphView.getViewId()) line gets the same node in another view. The NodeData is common at all views and maintains a list of views where the node is.

Can the complex filter returns a different graph view? +It's possible yes, but a use-case needing this is not obvious to find. The GraphModel.newView() is the method that duplicates the complete structure.

Can filters work with Hierarchical graph? +Yes, the view copy is copying the complete hierarchy tree. +Just cast the received graph in HierarchicalGraph.

Finish the builder​

In the builder, return a new instance of your filter in the getFilter() method.

@Override
public Filter getFilter() {
   return new MyFilter();
}

Properties​

It's very likely your filter will need to define properties, for instance a threshold or a pattern. In the case your filter has a user interface, the Filters API implementation has a system to automatically refresh the filter when a property value is changed. But for that it needs to be aware of these properties. That's why Filter interface has a getProperties() method.

If your filter doesn't have any user interface, it is therefore not necessary to return properties. Otherwise, it is mandatory. +Below is how to define a simple useRegex boolean property:

FilterProperty p = FilterProperty.createProperty(this, Boolean.class, "useRegex");

As it uses introspection to get and set the value, your class simply needs proper getters and setters. As a result that is how the method id filled:

public FilterProperty[] getProperties() {
        return new FilterProperty[]{
            FilterProperty.createProperty(this, Boolean.class, "useRegex")
        };
    }
 
    public boolean isUseRegex() {
        return useRegex;
    }
 
    public void setUseRegex(boolean useRegex) {
        this.useRegex = useRegex;
    }

When the useRegex value will be changed (through a checkbox for example), the system will be notified and re-execute the filter.

Provide a UI​

The getPanel() method in MyFilterBuilder can return a user interface for the filter. +One can find existing filters user interface code in the FiltersPluginUI module. +The panel is needed to configure a Filter instance, already created. That's why the getPanel() method gives the Filter. Cast this filter to MyFilter, it cannot be anything else and configure settings. +When settings are modified, use properties to set the new value. Below is an example of a simple panel, with a checkbox to set the useRegex property which we defined earlier.

public class MyFilterPanel extends javax.swing.JPanel implements ItemListener {
 
    private MyFilter filter;
    private javax.swing.JCheckBox regexCheckbox;
 
    public MyFilterPanel(MyFilter filter) {
        this.filter = filter;
 
        regexCheckbox = new javax.swing.JCheckBox("Use Regex");
        add(regexCheckbox);
 
        regexCheckbox.addItemListener(this);
    }
 
    public void itemStateChanged(ItemEvent e) {
        FilterProperty useRegex = filter.getProperties()[0];
        useRegex.setValue(regexCheckbox.isSelected());
    }
}

It is important to set the value to the FilterProperty, not to MyFilter directly.

Appendix​

Create a CategoryBuilder​

Category builders are typically designed to build a filter that work on Attributes. For example, the AttributeRangeFilter works with all attribute columns. That means a FilterBuilder has to be created for each column, under a category (e.g. a folder). +The following example shows how several AttributeRangeFilterBuilder (which implements FilterBuilder) are created, one per attribute column. +The AttributeUtils helps to know if a column is a numerical one.

@ServiceProvider(service = CategoryBuilder.class)
public class AttributeRangeBuilder implements CategoryBuilder {
 
    public Category getCategory() {
        return new Category("Range", null, FilterLibrary.ATTRIBUTES);    //The 'Range' folder will be in the 'Attributes' folder
    }
 
    public FilterBuilder[] getBuilders() {
        List<FilterBuilder> builders = new ArrayList<FilterBuilder>();
        AttributeModel am = Lookup.getDefault().lookup(AttributeController.class).getModel();
        for (AttributeColumn c : am.getNodeTable().getColumns()) {
            if (AttributeUtils.getDefault().isNumberColumn(c) || AttributeUtils.getDefault().isDynamicNumberColumn(c)) {
                AttributeRangeFilterBuilder b = new AttributeRangeFilterBuilder(c);
                builders.add(b);
            }
        }
        for (AttributeColumn c : am.getEdgeTable().getColumns()) {
            if (AttributeUtils.getDefault().isNumberColumn(c) || AttributeUtils.getDefault().isDynamicNumberColumn(c)) {
                AttributeRangeFilterBuilder b = new AttributeRangeFilterBuilder(c);
                builders.add(b);
            }
        }
        return builders.toArray(new FilterBuilder[0]);
    }
}

Provide an icon​

Simply return an icon in the FilterBuilder implementation.

Custom Properties​

Properties natively supports all Java types, as well as Range and AttributeColumn. For other types you may have to register a property editor to guarantee serialization to work. +Serialization is used to write and read properties values, when a Gephi project is saved. +Implement a property editor class and register it:

  • Create a new class that extends java.beans.PropertyEditorSupport and fill getAstext() and setAsText() methods.
  • Register this editor by doing java.beans.PropertyEditorManager.registerEditor() method.
+ + + + \ No newline at end of file diff --git a/Plugins/generator/index.html b/Plugins/generator/index.html new file mode 100644 index 0000000..656e5a2 --- /dev/null +++ b/Plugins/generator/index.html @@ -0,0 +1,18 @@ + + + + + +Generator | Gephi Documentation + + + + +
+
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Generator

This HowTo shows how to create a new graph generator in Gephi.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyGenerator, you can start this tutorial.

Create a new Generator​

Set Dependencies​

Add Lookup, GraphAPI and LongTaskAPI modules as dependencies for your plugin module MyGenerator. See [[How To Set Module Dependencies]].

Create Generator​

  • Create a new class that implements Generator. This is the place the code belongs.
  • Fill getName() method by returning a display name like "My Generator". Fill getUI() method by returning null. Leaves other methods untouched for the moment.
  • Add @ServiceProvider annotation to your builder class. Add the following line before MyGenerator class definition, as shown below:
@ServiceProvider(service = Generator.class)
public class MyGenerator implements Generator {
...

Generate the graph​

Fill generate() method by creating NodeDraft and EdgeDraft elements to add to the ContainerLoader.

Set LongTask​

To let your graph creation task be canceled and its progress watched, implement LongTask interface on MyGenerator. +Add two fields:

private boolean cancel = false; +private ProgressTicket progressTicket;

and implement new methods:

public boolean cancel() {
    cancel = true;
    return true;
}
 
public void setProgressTicket(ProgressTicket progressTicket) {
    this.progressTicket = progressTicket;
}

Use the cancel field to terminate your algorithm execution properly and return from generate().

Sample​

@ServiceProvider(service = Generator.class)
public class HelloWorld implements Generator {
 
    protected ProgressTicket progress;
    protected boolean cancel = false;
 
    public void generate(ContainerLoader container) {
        // create nodes
        NodeDraft n1 = container.factory().newNodeDraft();
        NodeDraft n2 = container.factory().newNodeDraft();
 
        // set node labels
        n1.setLabel("Hello");
        n2.setLabel("World");
 
        // create edge
        EdgeDraft e = container.factory().newEdgeDraft();
        e.setSource(n1);
        e.setTarget(n2);
 
        // fill in the graph
        container.addNode(n1);
        container.addNode(n2);
        container.addEdge(e);
    }
 
    public String getName() {
        return "Hello World";
    }
 
    public GeneratorUI getUI() {
        return null;
    }
 
    public boolean cancel() {
        cancel = true;
        return true;
    }
 
    public void setProgressTicket(ProgressTicket progressTicket) {
        this.progress = progressTicket;
    }
}
+ + + + \ No newline at end of file diff --git a/Plugins/graphstreaming/index.html b/Plugins/graphstreaming/index.html new file mode 100644 index 0000000..7e6856a --- /dev/null +++ b/Plugins/graphstreaming/index.html @@ -0,0 +1,21 @@ + + + + + +GraphStreaming | Gephi Documentation + + + + +
+
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GraphStreaming

Description​

The purpose of the Graph Streaming API is to build a unified framework for streaming graph objects. Gephi’s data structure and visualization engine has been built with the idea that a graph is not static and might change continuously. By connecting Gephi with external data-sources, we leverage its power to visualize and monitor complex systems or enterprise data in real-time. Moreover, the idea of streaming graph data goes beyond Gephi, and a unified and standardized API could bring interoperability with other available tools for graph and network analysis, as they could start to interoperate with other tools in a distributed and cooperative fashion.

This plugin is also used to produce real-time analysis and visualization of graphs using Gephi. For more information on how to visualize Twitter data as graph objects using this plugin, see [[GraphStreaming#Other Examples|Other Examples]].

Modules​

Gephi Graph Streaming is divided in different modules: The core modules, that defines the Graph Streaming API and its implementation, the Server modules, responsible for the HTTP REST Server, and the interface modules.

Graph Streaming API​

The Graph Streaming API is the core of this plugin. High-level modules can use this API in order to connect to external event sources. The API is format-agnostic, and the programmer must use an implemented StreamType for a given format, or implement one for a different format. For current supported formats, see [[GraphStreaming#Supported formats|Supported formats]].

You can use the Graph Streaming API to connect from the Toolkit, without a user interface. In order to connect to a stream data source, a component have to:

  1. Get the current Graph instance:
ProjectController projectController = Lookup.getDefault().lookup(ProjectController.class);
Project project = projectController.getCurrentProject();
Workspace workspace = projectController.getCurrentWorkspace();

// Get the graph instance
GraphController graphController = Lookup.getDefault().lookup(GraphController.class);
GraphModel graphModel = graphController.getModel();
Graph graph = graphModel.getHierarchicalMixedGraph();
  1. Get the StreamingController:
StreamingController controller = Lookup.getDefault().lookup(StreamingController.class);
  1. Define the endpoint to connect to:
// Connect to stream using the Streaming API
StreamingEndpoint endpoint = new StreamingEndpoint();
// put the url of your master here
endpoint.setUrl(new URL("http://localhost:8080/workspace0"));
// endpoint.setStreamType() accepts a StreamType instance, so you
// have to get it using the controller
StreamType type = controller.getStreamType("JSON");
endpoint.setStreamType(type);
  1. Connect to it and process:
StreamingConnection connection = controller.connect(endpoint, graph);
connection.asynchProcess(); // or connection.process() for synchronous processing

The client will connect to the endpoint, process the events and update the graph accordingly. Note that the method connection.process() returns only when the stream finishes. If you want to asynchronously process the stream, you will want to call connection.asynchProcess(). But if you start the asynchronous processing of the stream, you lose control of when the stream finishes. In order to know when the stream finishes, you can control the StreamingConnection object to know when the connection was closed. If you want to know asynchronously when the connection was closed, without controlling the connection object, you can inform a listener to receive the event:

        StreamingConnection connection = controller.connect(endpoint, graph);
        connection.addStatusListener(new StatusListener() {
                    public void onConnectionClosed(StreamingConnection connection) {
                        System.out.println("Connection was closed!");
                    }
                });
        connection.asynchProcess();

If you want to customize the behavior of event processing, doing something else than updating the graph, you can work with more low-level objects like StreamReaders. You can implement you own GraphEventHandler and pass it directly to the StreamReader implementation. For example, to count the received events you could do this:

final AtomicInteger counter = new AtomicInteger();

GraphEventHandler eventHandler = new GraphEventHandler() {
        public void handleGraphEvent(GraphEvent event) {
        counter.incrementAndGet();
        }
};

URL url = new URL("http://streamingserver/streamingcontext");
url.openConnection();
InputStream inputStream = url.openStream();

GraphEventBuilder eventBuilder = new GraphEventBuilder(endpoint.getUrl());

StreamReaderFactory readerFactory = Lookup.getDefault().lookup(StreamReaderFactory.class);
StreamReader reader = readerFactory.createStreamReader("JSON", eventHandler, eventBuilder);
streamReader.processStream(inputStream);

The graph events will be sent to the GraphEventHandler as they arrive in the inputStream. The reported problems/exceptions during the streaming process are reported in the object Report:

Report report = connection.getReport();

You can also write the events in a given format using the StreamWriter:

ByteArrayOutputStream out = new ByteArrayOutputStream();
StreamWriterFactory factory = Lookup.getDefault().lookup(StreamWriterFactory.class);
StreamWriter streamWriter = factory.createStreamWriter("JSON", out);

Now you can use it as a GraphEventHandler instance (StreamWriter implements the GraphEventHandler interface), and you can write the events to the output using the given format:

StreamReaderFactory factory = Lookup.getDefault().lookup(StreamReaderFactory.class);
StreamReader reader = readerFactory.createStreamReader("JSON", streamWriter, eventBuilder);
streamReader.processStream(inputStream);

Server Module​

The Server Module is implemented using Servlet standards. The servlets are run by an embedded [http://jetty.codehaus.org/jetty/ Jetty] instance.

You can start a master programmatically using the API:

StreamingServer server = Lookup.getDefault().lookup(StreamingServer.class);
ServerControllerFactory controllerFactory = Lookup.getDefault().lookup(ServerControllerFactory.class);
ServerController serverController = controllerFactory.createServerController(graph);
String context = "/mycontext";
server.register(serverController, context);

Using this code, the Gephi master will be accessible in the following url: [http://your_ip_here:8080/mycontext http://your_ip_here:8080/mycontext]

=== Plugin interface === +The modules responsible for the plugin interface use the core Graph Streaming API to connect to external streams, and the classes in the Server Module to start/stop the internal HTTP server.

== Supported formats == +The main Streaming API format supported by Gephi is JSON. For web-based systems, JSON is strongly encouraged over XML, as JSON is more compact and parsing is greatly simplified by the delimited parameter: every object is returned on its own line, and ends with a carriage return. In a streaming situation, it is more practical, as it is possible to parse the data as it arrives, without waiting for a closing tag or for the end of the stream.

The current implementation of JSON Streaming Format is very simple and '''still subject to changes'''. It is composed of 6 types of events, divided in 2 types of elements (nodes and edges) and 3 types of operations (add, change, delete):

  • an: Add node
  • cn: Change node
  • dn: Delete node
  • ae: Add edge>
  • ce: Change edge
  • de: Delete edge +Each event is composed by its event type and a list of objects of type node or edge, depending on the event type. Node and edge objects are similar, and composed of an identifier and a list of attributes. The "add edge" is the only operation in which there is three mandatory attributes: source, target and directed. Source and target are node identifiers, and directed is a boolean representing if the edge is directed or not.

The events are currently represented in the JSON format as follows:

{ <event_type> :{ <object_identifier> :{ <attribute_name> : <attribute_value> , <attribute_name> : <attribute_value> }}}

Following, we show a list of events with some examples for each type of event, represented in the current JSON format implementation:

{"an":{"A":{"label":"Streaming Node A","size":2}}} // add node A
{"an":{"B":{"label":"Streaming Node B","size":1}}} // add node B
{"an":{"C":{"label":"Streaming Node C","size":1}}} // add node C
{"ae":{"AB":{"source":"A","target":"B","directed":false,"weight":2}}} // add edge A->B
{"ae":{"BC":{"source":"B","target":"C","directed":false,"weight":1}}} // add edge B->C
{"ae":{"CA":{"source":"C","target":"A","directed":false,"weight":2}}} // add edge C->A
{"cn":{"C":{"size":2}}}  // changes the size attribute to 2
{"cn":{"B":{"label":null}}}  // removes the label attribute
{"ce":{"AB":{"label":"From A to B"}}} // add the label attribute
{"de":{"BC":{}}} // delete edge BC
{"de":{"CA":{}}} // delete edge CA
{"dn":{"C":{}}}  // delete node C

With this format it is possible to put more than one object in each event, as in the following example:

{ "an" : { "A" : { "label" : "Streaming Node A" , "size" : 2 } , "B" : { "label" : "Streaming Node B" , "size" : 1 } , "C" : { "label" : "Streaming Node C" , "size" : 1 } } }

But we recommend to send only one object in each event, as it is more suitable for a streaming approach: the data should be read as soon as possible by the client, and the approach using multiple objects by event slows the client reading, because it can't parse the JSON event object until a '\r' appears.

'''We recall that this format is subject to changes, as more requirements are being added to the Graph Streaming API.'''

'''Format changing considerations currently in progress'''

There are some considerations in progress in order to adapt the JSON format to some requirements.

The first one is to add support to '''filters'''. Filters are very important when changing groups of objects with the same characteristic. For example, if you want to change the color of all nodes with size=x, you could use a filter event. It would cost much less than sending one event for each node.

Another requirement is to support '''identifiers to events'''. In some cases, it would be interesting to assign an identifier to the event. For example, in a distributed environment, the events are produced by event producers, but you cannot be sure that the event consumers receive the events in the same order. As a way to solve this problem, each event producer could assign a timestamp to the event, as a way to ensure that each event consumer produce the same results.

Event identifiers will be assigned to events using a special "id" attribute, at the same level of the event type:

{ "id" : "1278944510" , "an" : { "A" : { "label" : "Streaming Node A" , "size" : 2 } } }

This way, the event identifier will be parsed only if the "id" attribute is present in the event object. Someone that does not want to use identifiers should only ignore the "id" attribute: no overhead is added to the format, it remains compatible with "old style" events, and the format remains concise.

== Source code == +The Gephi Graph Streaming is a Gephi Plugin supported by the core team, and the source code is available as a branch of the [https://github.com/gephi/gephi-plugins gephi-plugins repository]. In order to build the latest version, follow these steps:

  • Download and install the latest version of [http://netbeans.org/ Netbeans IDE].
  • Fork and checkout the latest version of the gephi-plugins repository:
git clone git@github.com:username/gephi-plugins.git
  • Checkout the graph-streaming branch:
git checkout -t origin/graph-streaming
  • Start Netbeans and Open Project. This folder is automatically recognized as a module suite.
  • Right click on the project and select 'Run'. This starts Gephi with the Graph Streaming plugin.

Examples​

The Graph Streaming specification allow clients to interact with a master getting data and pushing data to it, in a REST architecture. The same data format used by the master to send graph events to the clients is used by clients to interact with the master.

Gephi as Master​

In the first example, we will start Gephi as a master to provide graph information to its clients. At the Streaming Tab in the Gephi application, you can access all the features of graph streaming. You can start the Gephi Master by executing the following steps:

  • Run the Gephi application
  • Create an empty workspace (File/New Project)
  • Add some nodes and edges to your graph
  • Go to the tab Streaming and right-click on the “Master Server” and select “Start” +By default, the HTTP server will listen at port 8080 in plain HTTP, and at port 8443 using SSL. The server path depends on your workspace: each workspace uses a different path. You can configure these parameters (and also Basic Authentication) at the “Settings…” button.

By following these steps, an HTTP server is started, and it exposes a REST interface to access the workspace data by submitting events in the graph streaming format.

Now, you can connect to Gephi using any HTTP client. For example, you can use [http://curl.haxx.se/ curl] to see the data flowing. First of all, open a shell prompt and execute the following command to get the complete graph, using the operation getGraph or no operation at all (getGraph is the default operation):

curl "http://localhost:8080/workspace0?operation=getGraph"

This operation connects to Gephi in streaming mode. You first receive the graph objects that are already in the graph. Every new object added to the graph is sent to the streaming client. For example, add some nodes to the graph in your workspace, and you will see the events appearing in the command line client.

Other operations are used to retrieve node and edge data:

curl "http://localhost:8080/workspace0?operation=getNode&id=A"
curl "http://localhost:8080/workspace0?operation=getEdge&id=AB"

You can use the updateGraph operation to submit new events to your graph. For example, open another shell prompt and execute the following lines, one after the other:

curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"an\":{\"A\":{\"label\":\"Streaming Node A\"}}}"
curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"an\":{\"B\":{\"label\":\"Streaming Node B\"}}}"
curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"an\":{\"C\":{\"label\":\"Streaming Node C\"}}}"
curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"ae\":{\"AB\":{\"source\":\"A\",\"target\":\"B\",\"directed\":false}}}"
curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"ae\":{\"BC\":{\"source\":\"B\",\"target\":\"C\",\"directed\":false}}}"
curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\"ae\":{\"CA\":{\"source\":\"C\",\"target\":\"A\",\"directed\":false}}}"

You should see the nodes and edges appearing in the workspace, until they form a triangle. At the same time, the events are sent to any client connected to the Master. You can send more events to the workspace using the same command line, just change the node and edge identifiers.

The same events can be sent by just one HTTP request:

curl "http://localhost:8080/workspace0?operation=updateGraph" -d $'{"an":{"A":{"label":"Streaming Node A"}}}\r
{"an":{"B":{"label":"Streaming Node B"}}}\r
{"an":{"C":{"label":"Streaming Node C"}}}\r
{"ae":{"AB":{"source":"A","target":"B","directed":false}}}\r
{"ae":{"BC":{"source":"B","target":"C","directed":false}}}\r
{"ae":{"CA":{"source":"C","target":"A","directed":false}}}'

You are not limited to a single master by host: each Gephi workspace can be available as a master.

Gephi as Client​

To illustrate how to connect to a master, [http://www.youtube.com/watch?v=7SW_FDiY0sg this video] shows Gephi connecting to a master and visualizing the received graph data in real time. The graph in this demo is a part of the Amazon.com library, where the nodes represent books and the edges represent their similarities. For each book, a node is added, the similar books are explored, adding the similar ones as nodes and the similarity as an edge.

Using a WebSocket Client​

'''This feature will be available in a near future.'''

Other Examples​

Some other examples are available by using a Python client. Source code and instructions are available in the [https://github.com/panisson/pygephi_graphstreaming pygephi_graphstreaming repository]. This repository also contains the source code of the Python server used to collect data from Twitter and create the video about the [https://gephi.org/2011/the-egyptian-revolution-on-twitter/ Egyptian Revolution on Twitter].

Acknowledgements​

This plugin was implemented by [http://gephi.org/about/people/ André Panisson].

+ + + + \ No newline at end of file diff --git a/Plugins/import/index.html b/Plugins/import/index.html new file mode 100644 index 0000000..0e60d68 --- /dev/null +++ b/Plugins/import/index.html @@ -0,0 +1,21 @@ + + + + + +Import | Gephi Documentation + + + + +
+
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Import

This HowTo shows, in about 15 minutes how to create a new importer in Gephi. Importers push data from files, databases or external datasources to a Container. The role of the container is to host all data collected by importers (i.e. nodes, edges and attributes). This HowTo is focused on file importers, but the procedure is slightly similar for databases or spigots.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyImporter, you can start this tutorial.

One can find file importer examples in the Gephi source code.

Create a new Importer​

Set Dependencies​

Add ImportAPI, LongTaskAPI, FileSystemAPI, UtilitiesAPI and Lookup modules as dependencies for your plugin module MyImport. See [[How To Set Module Dependencies]].

Create FileImporterBuilder​

  • ImporterBuilder is a factory class for building the important instance, all Importers should have their own builder.
  • Create a new builder class, for instance MyImporterBuilder that implements FileImporterBuilder.
  • Fill the getFileTypes() and getName() methods like below, for a single file format supported named foo.
public String getName() {
   return "foo";
}
 
public FileType[] getFileTypes() {
   return new FileType[]{new FileType(".foo", "Foo files")};
}

Add @ServiceProvider annotation to your builder class. Add the following line before MyImporterBuilder class definition, as shown below:

@ServiceProvider(service = FileImporterBuilder.class)
public class MyImporterBuilder implements FileImporterBuilder {
...

Create FileImporter​

The importer is where the job will be done. Create a new importer class, for instance MyImporter that implements FileImporter.

Notice the setReader() method. That means you will work with a reader instead directly with files. The system is responsible of setting the reader before the importer you're developing will be executed.

Add also LongTask interface to your class, in order you will be able to use progress and cancel management. +Your MyImporter would look like this:

public class MyImporter implements FileImporter, LongTask {
 
   private Reader reader;
   private ContainerLoader container;
   private Report report;
   private ProgressTicket progressTicket;
   private boolean cancel = false;
 
   public void setReader(Reader reader) {
      this.reader = reader;
   }
 
   public boolean execute(ContainerLoader loader) {
      this.container = loader;
      this.report = new Report();
      //Import
      return !cancel;
   }
 
   public ContainerLoader getContainer() {
      return container;
   }
 
   public Report getReport() {
      return report;
   }
 
   public boolean cancel() {
      cancel = true;
      return true;
   }
 
   public void setProgressTicket(ProgressTicket progressTicket) {
      this.progressTicket = progressTicket;
   }
}

The infrastructure is set, the container for pushing data, the report for pushing logs and errors, and the progress management.

Finish the builder​

Go back to the MyImporterBuilder and complete buildImporter() and isMatchingImporter() methods:

public FileImporter buildImporter() {
   return new MyImporter();
}
 
public boolean isMatchingImporter(FileObject fileObject) {
   return fileObject.getExt().equalsIgnoreCase("foo");
}

With settings UI​

You can create an ImporterUI class for your importer. It is not mandatory and the importer will work normally with default settings.

Create MyImporterUI​

Create a new ImporterUI class, for instance MyImporterUI that implements ImporterUI.

Your UI class is responsible of providing the JPanel associated to your importer and set settings value to your MyImporter instance. The system will ask for a JPanel, show a setting dialog and then call unsetup(). If users validate the settings panel by hitting OK, the unsetup() method is called with update set as true and ask the UI to write the setting values. +The sample below will help you:

public class MyImporterUI implements ImporterUI {
 
   private JPanel panel;
   private JCheckBox option;
   private MyImporter importer;
 
   public void setup(Importer importer) {
     this.importer = (MyImporter)importer;
   }
 
   public JPanel getPanel() {
     panel = new JPanel();
     option = new JCheckBox("Option");
     panel.add(option);
     return panel;
   }
 
   public void unsetup(boolean update) {
     if(update) {
        importer.setOption(option.isSelected());
     }
     panel = null;
     importer = null;
     option = null;
   }
 
   public String getDisplayName() {
     return "Importer Foo";
   }
 
   public boolean isUIForImporter(Importer importer) {
     return importer instanceof MyImporter;
   }
}

In the example below, notice the importer.setOption(option.isSelected()) line. The setOption() method doesn't exist in MyImporter but it shows how to configure it easily.

Register the UI​

Add @ServiceProvider annotation to your UI class. Add the following line before MyImporterUI class definition, as shown below:

@ServiceProvider(service = ImporterUI.class)
public class MyImporterUIimplements ImporterUI{
...

Advices​

How to write a text file importer​

The best way for text files is to use a LineNumberReader. +One can get it from the ImportUtils class:

LineNumberReader lineReader = ImportUtils.getTextReader(reader);

How to write an XML file importer​

XML files can be read with different methods (DOM, SAX, StAX) in Java. +StAX is combining simplicity and efficiency and should be favored to read XML files:

XMLStreamReader xmLReader = ImportUtils.getXMLReader(reader);

Thought it is not recommended to use DOM as it's too much memory consuming, here is how to get a Document from the reader:

Document document = ImportUtils.getXMLDocument(reader);

How to handle errors and exceptions​

Warnings and errors are generated by importers to let users get feedback about the import process. Data is rarely clean and perfectly formated, thus it's necessary to give a specific error message for each problem. The report present in your importer class is here for that.

Similar as classical logging framework, that is how to log a information message:

report.logIssue(new Issue("The attribute label has been found", Issue.Level.INFO));

There are four levels: INFO, WARNING, SEVERE, CRITICAL. Note that the critical level will stop the import process and throw an exception, so it is reserved if the file cannot be read or the XML is not valid for instance. +About exceptions, it is recommended that you throw RuntimeException from your execute method. They will be properly catched and displayed to users in a message box.

image

+ + + + \ No newline at end of file diff --git a/Plugins/index.html b/Plugins/index.html new file mode 100644 index 0000000..bea16cd --- /dev/null +++ b/Plugins/index.html @@ -0,0 +1,16 @@ + + + + + +Introduction | Gephi Documentation + + + + +
+
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Introduction

This section is designed to help developers write Gephi Plugins.

Gephi can be extended in many ways but the major categories are Layout, Export, Import, Data Laboratory, Filter, Generator, Metric, Preview, Tool, Appearance and Clustering. A good way to start is to look at examples with the bootcamp.

+ + + + \ No newline at end of file diff --git a/Plugins/layout/index.html b/Plugins/layout/index.html new file mode 100644 index 0000000..bb1074a --- /dev/null +++ b/Plugins/layout/index.html @@ -0,0 +1,18 @@ + + + + + +Layout | Gephi Documentation + + + + +
+
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Layout

Available layouts​

  • [[Force Atlas 2]]
  • [[Fruchterman-Reingold]]
  • [[OpenOrd]]
  • [[YifanHu Multilevel]]

Create a new Layout​

This How To shows how to create a new layout algorithm in Gephi.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyLayout, you can start this tutorial.

Set Dependencies​

Add LayoutAPI, GraphAPI (UtilitiesAPI for @ServiceProvider see below and LookupAPI since it's almost always useful) modules as dependencies for your plugin module MyLayout. See [[How To Set Module Dependencies]].

Create LayoutBuilder​

  • Layout Builder provides information about the layout algorithm and is responsible for creating your Layout algorithm instances. All Layout algorithms should have their own builder.
  • Create a new builder class, for instance MyLayoutBuilder that implements LayoutBuilder.
  • The builder interface is requesting a LayoutUI object. Create an inner or anonymous class that implements LayoutUI.
  • Add @ServiceProvider annotation to your builder class. Add the following line before MyLayoutBuilder class definition, as shown below:
import org.openide.util.lookup.ServiceProvider;
 
@ServiceProvider(service = LayoutBuilder.class)
public class MyLayoutBuilder implements LayoutBuilder {
...

Create Layout​

Create a new class that implements Layout. This is the place the algorithm belongs.

Methods canAlgo(), initAlgo(), goAlgo() and endAlgo() are the logic of the algorithm. But the algorithm is manipulating a graph, so where is this graph? The graph can be get from the GraphModel, which is injected through the setGraphModel() method (fill setGraphModel() with this.graphModel = graphModel;). The system always sets this graph model before initAlgo() is called.

Add the graph model as a new private field of your class. +In your goAlgo() method, add the following code to get the current visible graph:

graph = graphModel.getHierarchicalGraphVisible();

Properties​

Your algorithm may have settings and properties that users may control. To be visible and editable in the Layout UI, properties need to be properly defined.

Let's say you have a float speed parameter that you want to expose. That is how to create the appropriate LayoutPropery:

LayoutProperty mySpeedProperty = LayoutProperty.createProperty(
    this, 
    Float.class,
    "Speed"
    "Category",
    "A short description what is this propery doing and how users may modify it",
    "getSpeed", 
    "setSpeed");

Note that you need to create proper getter and setter for each property you want to expose.

Advanced concepts​

Layout Data​

A special mechanism is available if you need to store temporary objects in nodes. In the following example, we will create a new type of layout data which stores a dx and dy value.

Create a new MyLayoutData class that implements LayoutData and add two floats dx and dy. +How to init? Place the following code at the beginning of goAlgo():

for (Node n : nodes) {
   if (n.getNodeData().getLayoutData() == null || !(n.getNodeData().getLayoutData() instanceof MyLayoutData)) {
      n.getNodeData().setLayoutData(new MyLayoutData());
   }
}

That ensure you have a layout data object for each of your nodes.

Custom properties​

Properties can be basic types like Boolean, Float etc. If you want to expose custom types, for instance date, you can provide a PropertyEditor class when building the property.

Note that a custom PropertyEditor class has been created for AttributeColumn in the AttributeColumnPropertyEditor module. Add this module as a new dependency.

+ + + + \ No newline at end of file diff --git a/Plugins/preview-renderer/index.html b/Plugins/preview-renderer/index.html new file mode 100644 index 0000000..ac2963f --- /dev/null +++ b/Plugins/preview-renderer/index.html @@ -0,0 +1,17 @@ + + + + + +Preview renderer | Gephi Documentation + + + + +
+
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Preview renderer

Introduction​

Preview is a highly customizable module and plug-ins can implements new renderers to display additional elements on screen, for instance hulls for groups. It's also possible to overwrite existing renderers and replace node or edge aspect.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyRenderer, you can start this tutorial.

One can find renderers examples in the PreviewPlugin module.

How renderers work​

Renderers describe how a particular item is rendered and has the code to dray on a rendering target (Processing, SVG or PDF). Items are for example the node or edges of the graph and are given to renderers to be drawn. Each item (e.g. node, edge) should have it's renderer.

Rendering is a three-steps process:

  1. First the preProcess() method is called on all renderers to let them initialize additional attributes for their items. The best example is the edge renderer which will initialize the source and target position in the EdgeItem object during this phase. In general the preProcess() method is the best for complex algorithms or gathering data from other items. Note that the preProcess() method is called only once per refresh, unlike render() which is called many times.
  2. The isRendererForitem() is then used to determine which renderer should be used to render an item. The method provides an access to the preview properties. For instance, if the properties says the edge display is disabled, the edge renderer should return false for every item. Note that nothing avoids several renderer to returns true for the same item.
  3. The render() method is finally called for every item which the renderer returned true at isRendererForitem(). It receives the properties and the render target. It uses the item attributes and properties to determine item aspects and the render target to obtain the canvas.

If you want to create your own Item look at [[HowTo add a preview item]]

Create a new Renderer​

Set Dependencies​

Add Preview API, Processing Wrapper, iText Wrapper and Lookup modules as dependencies for your plugin module. See [[How To Set Module Dependencies]].

Create new Renderer​

Create a new renderer MyRenderer class, which implements Renderer.

Add @ServiceProvider annotation to your renderer class, so it is detected by the system.

Here is how it should look like:

@ServiceProvider(service = Renderer.class)
public class MyRenderer implements Renderer {
 
    public String getDisplayName(){
        //return user friendly name for the renderer
    }
 
    public void preProcess(PreviewModel previewModel) {
        //TODO
    }
 
    public void render(Item item, RenderTarget target, PreviewProperties properties) {
        //TODO
    }
 
    public PreviewProperty[] getProperties() {
        //TODO
    }
 
    public boolean isRendererForitem(Item item, PreviewProperties properties) {
        //TODO
    }
 
    public boolean needsItemBuilder(ItemBuilder itemBuilder, PreviewProperties properties) {
        //TODO
    }
}

Implement the isRendererForItem​

Each item returns a different value for its getType() method so it's easy to know if the item is a node, an edge or a label.

The method also receives the current properties and can query values.

Here is the code from the edge arrow renderer that only works when items are non-directed edges:

public boolean isRendererForitem(Item item, PreviewProperties properties) {
    return item.getType().equals(Item.EDGE) && properties.getBooleanValue(PreviewProperty.DIRECTED)
                && (Boolean) item.getData(EdgeItem.DIRECTED);
}

Implement getProperties​

You can add your own properties attached to the renderer. Typically each renderer has its own properties. For instance the node renderer has border size or color as properties. Once defined a property will be shawn to the user who can change its value.

Properties have a identifier, a display name, a description and a type. It's important to have a unique identifier to each property. Be sure to choose something not already taken.

Properties are displayed in categories. You can either set an existing category or define a new one. Existing categories are PreviewProperty.CATEGORY_NODES, PreviewProperty.CATEGORY_EDGES, PreviewProperty.CATEGORY_NODE_LABELS, PreviewProperty.CATEGORY_EDGE_LABELS and PreviewProperty.CATEGORY_EDGE_ARROWS.

Here is how to create a property "Border width":

public PreviewProperty[] getProperties() {
    return new PreviewProperty[]{
                    PreviewProperty.createProperty(this, "border_width", Float.class,
                    "Border width",
                    "",
                    PreviewProperty.CATEGORY_NODES).setValue(1f)};
}

Properties should have a default value. It is set at the creation of the property simply by calling setValue().

Implement render​

The render method receives an item and draw it to a render target. There is three possible render targets:

Renderers should implement the drawing routines for the three targets. One might ask why the same code has to be duplicated in three different ways. Unfortunately there is no unified drawing toolkit flexible and efficient enough to support this task at this point. The good news is that renderers have total control on what is drawn. It's verbose but flexible.

When the target is Processing, renderers obtain the PGraphicsJava2D object. For the SVG target, renderers obtain Batik's Document instance. As the PDF target rely on the iText library renderers obtain the PdfContentByte object.

Example how to handle the three targets in render:

public void render(Item item, RenderTarget target, PreviewProperties properties) {
    if (target instanceof ProcessingTarget) {
        renderProcessing(item, (ProcessingTarget) target, properties);
    } else if (target instanceof SVGTarget) {
        renderSVG(item, (SVGTarget) target, properties);
    } else if (target instanceof PDFTarget) {
        renderPDF(item, (PDFTarget) target, properties);
    }
}
 
public void renderProcessing(Item item, ProcessingTarget target, PreviewProperties properties) {
    PGraphics graphics = target.getGraphics();
    ...
}
 
public void renderPDF(Item item, PDFTarget target, PreviewProperties properties) {
    PdfContentByte cb = target.getContentByte();
    ...
}
 
public void renderSVG(Item item, SVGTarget target, PreviewProperties properties) {
    Element elem = target.createElement("circle");
    ...
    target.getTopElement("nodes").appendChild(elem);
}

Look at renderers examples in the PreviewPlugin module.

Overwrite an existing renderer​

The default renderers can be overridden or extended. +Extend or replace an existing renderer

To extend or completely replace a default Renderer by your own implementation, create a new Renderer and set the annotation like below. In addition add [[Preview Plugin]] module as a dependency.

@ServiceProvider(service=Renderer.class, position=XXX) public class MyRenderer extends NodeRenderer

Being XXX the new position of the renderer Then you can reuse parts of the base class or just override them.

Default renderers are:

  • org.gephi.preview.plugin.renderers.NodeRenderer
  • org.gephi.preview.plugin.renderers.EdgeRenderer
  • org.gephi.preview.plugin.renderers.NodeLabelRenderer
  • org.gephi.preview.plugin.renderers.EdgeLabelRenderer
  • org.gephi.preview.plugin.renderers.ArrowRenderer

Appendix​

Custom properties​

Properties are usually default Java primitives like Float or Color. Custom property types can be used if a valid property editor is defined. Property editors define how a property value should be serialized and provide a custom UI to let the user modify the value. For instance to define a new property type NumberRange one could create a UI with two text fields to enter number ranges.

Create the new type class and then create a new property editor:

public class NumberRangePropertyEditor extends java.beans.PropertyEditorSupport {
        @Override
        public Component getCustomEditor() {
                //TODO returns custom JPanel
        }
 
        @Override
        public String getAsText() {
                //TODO returns the value as string
        }
 
        @Override
        public void setAsText(String text) {
                //TODO set value from the text
        }
 
        @Override
        public boolean supportsCustomEditor() {
                return true;
        }
}

One can find property editors examples in the DesktopPreview module.

Complex pre-process​

In each renderer the preProcess() method allows to access all preview data and execute complex algorithms.

How to read all items of a particular type​

Simply by querying the preview model:

Item[] edgeItems = previewModel.getItems(Item.EDGE);

How to use constants and data generated in pre-process​

Renderers should remain stateless. That means one shouldn't define any variable or fields in the renderer class itself. Instead all data can be put in the property system.

Here is an example how to calculate the min and max edge weight in the preProcess() and use it in render():

public void preProcess(PreviewModel previewModel) {
    PreviewProperties properties = previewModel.getProperties();
    Item[] edgeItems = previewModel.getItems(Item.EDGE);
 
    for (Item edge : edgeItems) {
        minWeight = Math.min(minWeight, (Float) edge.getData(EdgeItem.WEIGHT));
        maxWeight = Math.max(maxWeight, (Float) edge.getData(EdgeItem.WEIGHT));
    }
    properties.putValue("weight.min", minWeight);
    properties.putValue("weight.max", maxWeight);
}
 
public void render(Item item, RenderTarget target, PreviewProperties properties) {
    float minWeight = properties.getFloatValue("weight.min");
    float maxWeight = properties.getFloatValue("weight.max");
    ...
}

For additional data generated per item, simply call item.setData().

Default item data​

Node

  • x (float)
  • y (float)
  • size (float)
  • color (color)

Edge

  • weight (float)
  • directed (boolean)
  • mutual (boolean)
  • self_loop (boolean)
  • meta_edge (boolean)
  • color (color)

Node Label

  • label (string)
  • color (color)
  • size (float)
  • width (float)
  • height (float)
  • visible (boolean)

Edge Labels

  • label (string)
  • color (color)
  • size (float)
  • width (float)
  • height (float)
  • visible (boolean)

Edges have additional data set by the default edge renderer:

  • source (nodeitem)
  • target (nodeitem)
+ + + + \ No newline at end of file diff --git a/Plugins/statistics/index.html b/Plugins/statistics/index.html new file mode 100644 index 0000000..1e4ca18 --- /dev/null +++ b/Plugins/statistics/index.html @@ -0,0 +1,20 @@ + + + + + +Statistics | Gephi Documentation + + + + +
+
Skip to main content

Statistics

Available statistics​

  • [[Average Clustering Coefficient]]
  • [[Average Path Length]]
  • [[Betweenness Centrality]]
  • [[Closeness Centrality]]
  • [[Connected Components]]
  • [[Degree]]
  • [[Degree Power Law]]
  • [[Diameter]]
  • [[Eigenvector Centrality]]
  • [[Graph Density]]
  • [[HITS]]
  • [[Modularity]]
  • [[PageRank]]

Create a new Metric​

This HowTo shows how to create a new statistic/metric algorithm in Gephi.

Please look at [[Plugin Quick Start]] to know how to create a new Netbeans Module. When you have your plugin module, that we will call MyMetric, you can start this tutorial.

Set Dependencies​

Add StatisticsAPI, GraphAPI and AttributesAPI modules as dependencies for your plugin module MyMetric. See [[How To Set Module Dependencies]]. Also add LongTaskAPI and Lookup, which will be used.

Create StatisticsBuilder​

  • Statistics Builder provides information about the metric algorithm and is responsible for creating your Statistics algorithm instances. All metric algorithms should have their own builder.
  • Create a new builder class, for instance MyMetricBuilder that implements StatisticsBuilder.
  • Fill getName() method by returning a display name like My Metric. Leaves other methods untouched for the moment.
  • Add @ServiceProvider annotation to your builder class. Add the following line before MyMetricBuilder class definition, as shown below:
@ServiceProvider(service = StatisticsBuilder.class)
public class MyMetricBuilder implements StatisticsBuilder {
...

Create Statistics​

Create a new class that implements Statistics and name it MyMetric. This is the place the algorithm belongs. +Locate the execute() method, you will add your code here. The getReport() method should return plain text or HTML text that describe the algorithm execution. Create a new field

private String report = "";

and return report in getReport(). That done, go back to StatisticsBuilder and fill remaining methods like above:

public Statistics getStatistics() {
    return new MyMetric();
}

public Class<? extends Statistics> getStatisticsClass() {
    return MyMetric.class;
}

Details about how to use GraphModel and AttributeModel are said in the next section.

Set LongTask​

To let your algorithm task be cancelled and its progress watched, implement LongTask interface on MyMetric. +Add two fields:

private boolean cancel = false;
private ProgressTicket progressTicket;

and implement new methods:

public boolean cancel() {
    cancel = true;
    return true;
}

public void setProgressTicket(ProgressTicket progressTicket) {
    this.progressTicket = progressTicket;
}

Use the cancel field to terminate your algorithm execution properly and return from execute(). +See [[HowTo use Progress]] for more details.

Create StatisticsUI​

Create a new class that implements StatisticsUI and name it MyMetricUI. The user interfaces is defined here and allows to be automatically added to the Statistics module in Gephi. +Add @ServiceProvider annotation to your UI class. Add the following line before MyMetricUI class definition, as shown below:

@ServiceProvider(service = StatisticsUI.class)
public class MyMetricUI implements StatisticsUI{
...

First implement description method:

public String getDisplayName() {
    return "My Metric";
}

public String getCategory() {
    return StatisticsUI.CATEGORY_NETWORK_OVERVIEW;
}

public int getPosition() {
    return 800;
}
 
 public Class<? extends Statistics> getStatisticsClass() {
   return MyMetric.class;
 }

The category is just where you want your metric to be displayed: NODE, EDGE or NETWORK. The position control the order the metric front-end are displayed. Returns a value between 1 and 1000, that indicates the position. Less means upper.

Now create a new JPanel for your metric settings panel. Name it MyMetricPanel. Add setters and getters for all properties users can edit. Let's say the panel gives the choice on the graph type and has isDirected() and setDirected() methods.

Now the setup() and unsetup() are filled. It follow the injection pattern, an instance of MyMetric is pushed to let the UI control it.

First add fields to store the current metric:

private MyMetricPanel panel;
private MyMetric myMetric;

and fill getSettingsPanel(), setup() and unsetup():

public JPanel getSettingsPanel() {
    panel = new MyMetricPanel();
    return panel;
}

public void setup(Statistics statistics) {
    this.myMetric = (MyMetric) statistics;
    if(panel!=null) {
        panel.setDirected(myMetric.isDirected());
    }
}
 
public void unsetup() {
    if(panel!=null) {
        myMetric.setDirected(panel.isDirected());
    }
    panel = null;
}

The final step is the getValue(), which returns the result value on the front-end. If your metric doesn't have a single result value, return null.

Implementation help​

The execute() method gives both GraphModel for getting graph structure and AttributeModel to write results in new attribute columns.

Use Progress​

If you know how many steps your algorithm is doing, for instance if your algorithm just reads nodes:

Progress.start(progressTicket, graph.getNodeCount());

and Progress.progress(progressTicket) within the loop.

Lock your algorithm​

It's preferable to execute your algorithm in a read lock, in order no other thread can modify the graph while execution. Never return execute() with a lock open, see Graph Locking

graph.readLock();
//Your algorithm
graph.readUnlockAll();

Write results for each node/edge​

It's easy, you create a new column and set row's value for each node. If you want to write an in-degree column, in execute():

AttributeTable nodeTable = attributeModel.getNodeTable();
AttributeColumn inCol = nodeTable.getColumn("indegree");
 
if (inCol == null) {
    inCol = nodeTable.addColumn("indegree", "In Degree", AttributeType.INT, AttributeOrigin.COMPUTED, 0);
}
 
for (Node n : graph.getNodes()) {
    AttributeRow row = (AttributeRow) n.getNodeData().getAttributes();
    row.setValue(inCol, graph.getInDegree(n));
}

Sample​

public void execute(GraphModel graphModel, AttributeModel attributeModel) {
    report += "Algorithm started ";
    Graph graph = graphModel.getGraphVisible();
    graph.readLock();

    try {
        Progress.start(progressTicket, graph.getNodeCount());

        for (Node n : graph.getNodes()) {
            //do something
            Progress.progress(progressTicket);
            if (cancel) {
                break;
            }
        }
        graph.readUnlockAll();
    } catch (Exception e) {
        e.printStackTrace();
        //Unlock graph
        graph.readUnlockAll();
   }
}
+ + + + \ No newline at end of file diff --git a/Plugins/update-a-plugin/index.html b/Plugins/update-a-plugin/index.html new file mode 100644 index 0000000..20dabdd --- /dev/null +++ b/Plugins/update-a-plugin/index.html @@ -0,0 +1,16 @@ + + + + + +Update a plugin | Gephi Documentation + + + + +
+
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Update a plugin

Step1: New code​

A plugin usually use some of Gephi's APIs. For example for a layout plugin, it will depend on LayoutAPI and GraphAPI. Gephi developers sometimes have to change existing APIs, and break compatibility with existing plug-ins. In that case, plugin developers have to update their code to make it work with the new version. This is not likely to happen on APIs marked as stable on the API Index.

When an API is updated, a message is sent on the gephi-plugins mailing-list and the API Changes section is updated on the API Index.

Step2: Update specification version​

The specification version is a version number given by the plugin developers in the module properties. Gephi uses specification versions to know when a plugin should be updated. For instance if a Gephi user has the plugin "SuperLayout" at version 1.1 and the 1.2 version is available on the website, Gephi will ask the user if he wants to update it.

So, before uploading a new version of your plug-in, always increment the Specification Version.

Right click on your plugin and select Properties. On the "API Versionning" tab increase the number of the specification version.

Step3: Upload on the Gephi Marketplace​

Upload a new plugin​

  1. Go to https://gephi.org/plugins/#/
  • Click on the List your own > New plugin menu item
  • Log in
  • Follow the instructions to upload the file.
  • Wait for and admin approval. You will receive a notification by email when it is published.

Update an existing plugin​

  1. Go to https://gephi.org/plugins/#/
  • Log in
  • Go to your user profile
  • Select the plugin to update and follow instructions to upload a new version
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Import CSV Data

Introduction​

This manual shows what steps are necessary to import CSV files into Gephi with data laboratory, which will expect that each row of the file is a node or an edge.

Note that the import can be done at any moment, the workspace does not need to be empty. You should know some general aspects of the import process:

  • You may choose which columns to import. The only exceptions are 'Source' and 'Target' for edges tables, which are mandatory and can't be deselected
  • If a column title already exists in the workspace you will be able to use it but the data type of the column can't be changed, and imported data will be parsed to fit the existing column type
  • Data for each row and column will be parsed to the given/existing column data type when possible. If this is not possible for a given cell, then it will be set to a null value
  • You can choose what table to import the rows to (nodes or edges), but the behaviour and requirements are different. Be aware of what options you have selected before executing the import process

Next we'll learn how to use the import wizard to customize the data to our needs based on the options available.

Launching the import CSV wizard and first step​

Start by clicking 'Import CSV' button in Data Laboratory as shown in the picture

launch-import-csv-wizard

Then the import wizard will open and you are presented with some generic, table independent options.

import-csv-step1

In this step you will indicate the format of the CSV file and can preview the resulting table.

  • First specify a CSV file that is not empty
  • Then choose the values separator from some common options and the encoding/charset of the file
  • Finally select the table to import the rows and columns of the file. Edges table files require, at minimum, columns labeled 'Source' and 'Target' (which can be case insensitive)

Last step - Choosing columns details and table specific options​

This final step offers some common options and behaviour descriptions for both nodes tables or edges tables:

  • You can mark what columns to use and select their type when they don't exist yet
  • If no node/edge Id column is provided or it is empty for some row, an automatic id will be assigned

Importing to nodes table​

When importing to nodes table you can also indicate if you want to update a node's data instead of creating a new node when a node with that id already exists.

import-csv-step2-nodes

Importing to edges table​

In case of importing to edges table, the behaviour is a bit different:

  • 'Source' and 'Target' node Ids are mandatory for all rows
  • Edge type is optional and its default is 'Directed'

import-csv-step2-edges

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Import Dynamic Data

Longitudinal (also called dynamic) networks are simply networks that evolve chronologically. If you imagine the network of your friends, the number of nodes, connections and attribute values grow and change as time passes. We call these dynamic attributes, because they have values associated with a particular moment.

intro-longitudinal

Longitudinal Networks

There are two ways to model a longitudinal network, either a collection of networks where each network is a particular point in time (a day, a month, ...) or a slice network where each element has an interval of existence. This can also be described as Discrete vs. Continuous representations of time. Gephi uses the latter, also known as Intervals, because it's more flexible.

For example:

Imagine a network of three nodes for the years 2007, 2008 and 2009. The years these nodes are present can be represented either as distinct points in time or as time intervals (as pictured on the left and right sides of the arrow below, respectively).

importdynamics-intervals

The second node, 'n2', is present during all three years and is represented by brackets enclosing the first and last years [2007, 2009]. Gephi automatically includes any dates, such as 2008, within this range. The first node, 'n1', however, is closed with a parenthesis rather than a bracket. This means the node was present in 2008 but NOT in 2009.

Technically speaking, brackets are used for closed (also known as inclusive) intervals, while parentheses represent open intervals. In other words, dates enclosed within two brackets include both the startpoint and endpoint, whereas dates enclosed within two parentheses begins after the startpoint and ends before the endpoint. Half-closed intervals that incorporate both, like the [2007, 2009) example above, are also possible.

Check the Data Laboratory to see how intervals are created for each node or edge. When the network is longitudinal, a Time Interval column is present that shows when the interval is present in the graph. You can visualize this by clicking the checkbox next to 'Time intervals as graphics' in the Configuration tab of the Data Laboratory. After enabling the timeline, be sure to adjust the size of the window of the sliding filter of your timeline, otherwise you will receive an error stating that Gephi "cannot animate timeline without an animation interval."

Import from GEXF File​

The GEXF format includes everything needed to represent longitudinal networks with intervals. You define a single network but add 'start' and 'end' attributes to set when a node/edge appears or vanish.

Basic example​

Below is our earlier example with three nodes from 2007 to 2009, but we've added edges to complete the example graph.

<?xml version="1.0" encoding="UTF-8"?>
<gexf xmlns="http://www.gexf.net/1.1draft"
       xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
       xsi:schemaLocation="http://www.gexf.net/1.1draft
                             http://www.gexf.net/1.1draft/gexf.xsd"
      version="1.1">
  <graph mode="dynamic" defaultedgetype="directed">
    <nodes>
      <node id="n1" label="Node 1" start="2007" endopen="2009" />
      <node id="n2" label="Node 2" start="2007" end="2009" />
      <node id="n3" label="Node 3" start="2008" end="2009" />
    </nodes>
    <edges>
      <edge source="n1" target="n2" />
      <edge source="n1" target="n3" start="2008"/>
      <edge source="n3" target="n2" start="2008" endopen="2009"/>
    </edges>
  </graph>
</gexf>

Notice the following important points:

  • We set mode="dynamic" to the graph element, that is needed, as GEXF can represent static graphs as well
  • Use start and end for closed intervals (ex: [2007, 2009]) and startopen and endopen for open (ex: (2008, 2009))
  • Start and end dates for each element are optional. Leaving these empty will create an [-infinity, +infinity] interval. If only one bound is defined like for the second edge, it becomes [2009, +infinity].

The GEXF specifications, including dynamics, are available in the GEXF Primer.

Dynamic attributes​

The example above described how to represent the network topology over time, where nodes and edges are added or remove. Now let's see how to represent values changing over time, for example 'Price'. Below is the same network with a price attribute. The attribute definition in the <attribute> element is the same as it would be for a static GEXF, but the way that values are written has changed.

<gexf xmlns="http://www.gexf.net/1.1draft"
      xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
      xsi:schemaLocation="http://www.gexf.net/1.1draft
                          http://www.gexf.net/1.1draft/gexf.xsd"
                          version="1.1">
  <graph mode="dynamic" defaultedgetype="directed">
    <attributes class="node" mode="dynamic">
      <attribute id="price" title="Price" type="float"/>
    </attributes>
    <nodes>
      <node id="n1" label="Node 1" start="2007" endopen="2009" >
        <attvalues>
          <attvalue for="price" value="25.5" start="2007"/>
          <attvalue for="price" value="42.5" start="2008"/>
        </attvalues>
      </node>
      <node id="n2" label="Node 2" start="2007" end="2009" >
        <attvalues>
          <attvalue for="price" value="12" start="2008"/>
        </attvalues>
      </node>
      <node id="n3" label="Node 3" start="2008" end="2009" >
        <attvalues>
          <attvalue for="price" value="40.5" start="2008" end="2009" />
        </attvalues>
      </node>
    </nodes>
    <edges>
      <edge source="n1" target="n2" />
      <edge source="n1" target="n3" start="2008"/>
      <edge source="n3" target="n2" start="2008" endopen="2009"/>
    </edges>
  </graph>
</gexf>

Keep in mind the following

  • To represent several values over time, the idea is to repeat the same attvalue for each period, with the same for but with different values and start/end
  • It's not mandatory to set a value everywhere, in case of missing the default value is used
  • For the node 'n2', the value '12' starts in 2008 and no end period is specified. That gives the interval [2008, +infinity] which means the value remains '12' in 2009 and after.

The GEXF specifications, including dynamics attributes are available in the GEXF Primer.

Dynamic weight​

Normally an edge's weight is directly defined in the edge element with a particular value. Defining a dynamic weight attribute overrides this value and provides dynamic weight support.

The rule is to define an edge attribute with the weight keyword for identifier. Then, use multiple 'attvalue' like explained above to set different values over time.

<attributes class="edge" mode="dynamic">
   <attribute id="weight" title="Weight" type="float"/>
</attributes>

Transform existing column in Time Interval​

Imagine a social network where each node represents a friend of yours and one of the attribute columns is the date you met. In order to transform this column into a dynamic interval take the following steps:

  • Step 1: Click on Merge Columns manipulator in the Data Laboratory.

transformlongitudinal-datalab1

  • Step 2: From the available columns on the left, add the column or columns (if you have both a start and end period) you want to use to create the time interval. Then select Create time interval from the available merge strategies.

transformlongitudinal-datalab2

  • Step 3: Select which column is the start and which is the end (or leave this blank if no end exists). If the column is numerical (integer, float, double), select Parse numbers. If the data are date strings, they can also be parsed and transformed into a time interval. Our 'First Met' column is just the day in the year, just a number.

transformlongitudinal-datalab3

Use Time Frame Import with several static files​

NOTE: Outdated for Gephi 0.9.1, this documentation needs to be updated. Check https://github.com/gephi/gephi/issues/1546

This method can create a longitudinal network from a set of static "snaphsots" files. If you have a complete network at different point in time and want to see how both the network and its attributes changes over time this is the right method.

Note that this method implementation is still experimental and may not work in all cases. Be sure to verify the following points:

  • Your node identifiers are exactly the same between the files. If not, at least the labels are (you can choose in the wizard).
  • If GEXF, your network mode is set at static
  • There is no previous graph in the workspace when you start importing Time Frame
  • Attribute columns are the same in all files

Dataset​

We can take for instance three GEXF files and say each of this file is for a particular year, the network in 2007, in 2008 and in 2009.

The static network in 2007, notice the price attribute:

<?xml version="1.0" encoding="UTF-8"?>
<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">
  <graph mode="static" defaultedgetype="directed">
    <attributes class="node" type="static">
      <attribute id="price" title="Price" type="int"/>
    </attributes>
    <nodes>
      <node id="1" label="Node 1">
        <attvalue for="price" value="12"/>
      </node>
      <node id="2" label="Node 2">
        <attvalue for="price" value="8"/>
      </node>
      <node id="3" label="Node 3">
        <attvalue for="price" value="5"/>
      </node>
    </nodes>
    <edges>
      <edge source="1" target="2" weight="1" />
      <edge source="1" target="3" weight="2" />
    </edges>
  </graph>
</gexf>

The static network in 2008, the node '3' disappeared and a node '4' appears. Prices and edge's weight have changed also.

<?xml version="1.0" encoding="UTF-8"?>
<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">
  <graph mode="static" defaultedgetype="directed">
    <attributes class="node" type="static">
      <attribute id="price" title="Price" type="int"/>
    </attributes>
    <nodes>
      <node id="1" label="Node 1">
        <attvalue for="price" value="15"/>
      </node>
      <node id="2" label="Node 2">
        <attvalue for="price" value="6"/>
      </node>
      <node id="4" label="Node 4">
        <attvalue for="price" value="8"/>
      </node>
    </nodes>
    <edges>
      <edge source="1" target="2" weight="4" />
      <edge source="1" target="4" weight="3" />
      <edge source="2" target="4" weight="1" />
    </edges>
  </graph>
</gexf>

The static network in 2009, the node '3' is back, the node '2' is gone and priced changed again.

<?xml version="1.0" encoding="UTF-8"?>
<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">
  <graph mode="static" defaultedgetype="directed">
    <attributes class="node" type="static">
      <attribute id="price" title="Price" type="int"/>
    </attributes>
    <nodes>
      <node id="1" label="Node 1">
        <attvalue for="price" value="10"/>
      </node>
      <node id="3" label="Node 3">
        <attvalue for="price" value="3"/>
      </node>
      <node id="4" label="Node 4">
        <attvalue for="price" value="12"/>
      </node>
    </nodes>
    <edges>
      <edge source="1" target="3" weight="5" />
    </edges>
  </graph>
</gexf>

Import in Gephi​

Do the following steps on a clear project to import your dataset:

  • Step 1: Import the first file and select Time Frame in the import report, click on OK. That will display a settings dialog.

importtimeframe1

  • Step 2: Select either a Date or a real number as a time format. Real numbers is the default choice, here we put the year 2007. Click on OK, the file is imported.

importtimeframe2

  • Step 3: You can now do the same for all other files, in a chronological order. For the second file select 2008, then 2009 etc.

importtimeframe3

The result is a longitudinal network in Gephi where nodes and edges have time intervals according how they were present in the different files. Similarly all attributes are dynamic attributes. The 'Price' attribute in the dataset in a DYNAMIC_INTEGER column and each value is associated with its interval. Moreover the edge's weight itself is dynamic.

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Datasets

The Gephi sample datasets below are available in various formats (GEXF, GDF, GML, NET, GraphML, DL, DOT). Feel free to add new datasets, but be sure to cite the original authors.

Supported graph formats are described here.

Gephi can open zipped files directly.

Web and Internet​

  • GEXF file. EuroSiS web mapping study: Mapping interactions between Science in Society actors on the Web of 12 European countries. Original report and data can be found here.
  • GML file. Internet: a symmetrized snapshot of the structure of the Internet at the level of autonomous systems, reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created by Mark Newman on July 22, 2006 and was not previously published.

Social networks​

  • GML file. Les Miserables: coappearance weighted network of characters in the novel Les Miserables. D. E. Knuth, The Stanford GraphBase: A Platform for Combinatorial Computing, Addison-Wesley, Reading, MA (1993).
  • GEXF file. Hypertext 2009 dynamic contact network: contact network during the Hypertext 2009 conference. Source: Sociopatterns.org.
  • GEXF file. CLASS OF 1880/81: friendship network of a German boys' school class from 1880/1881. It's based on the probably first ever primarily collected social network dataset, assembled by the primary school teacher Johannes Delitsch. The data was reanalyzed and compiled for the article: Heidler, R., Gamper, M., Herz, A., Eßer, F. (2014): Relationship patterns in the 19th century: The friendship network in a German boys' school class from 1880 to 1881 revisited. Social Networks 13: 1--13..
  • GML file. Zachary's karate club: social network of friendships between 34 members of a karate club at a US university in the 1970s. W. W. Zachary, An information flow model for conflict and fission in small groups, Journal of Anthropological Research 33, 452-473 (1977).
  • GML file. Coauthorships in network science: coauthorship network of scientists working on network theory and experiment, as compiled by M. Newman in May 2006. A figure depicting the largest component of this network can be found here. M. E. J. Newman, Phys. Rev. E 74, 036104 (2006).
  • GEXF file. CPAN authors: CPAN Explorer is a visualization project aiming at analyzing the relationships between the developers and the packages of the Perl language, known as the CPAN community. This snapshot was created by Linkfluence in July 2009. This file contains the network of developers, linked when they use the same Perl module. Original data can be found here.
  • GEXF file. CPAN distributions: CPAN Explorer is a visualization project aiming at analyzing the relationships between the developers and the packages of the Perl language, known as the CPAN community. This snapshot was created by Linkfluence in July 2009. This file contains the network of Perl modules dependencies. Orginal data can be found here.
  • NET file. Jazz musicians network: List of edges of the network of Jazz musicians. P.Gleiser and L. Danon , Adv. Complex Syst.6, 565 (2003).
  • TGZ file. Github open source developers: See https://github.com/franckcuny/blog/blob/master/posts/2010-03-25-github-explorer.md/
  • DL file. Online Social Network 1899 nodes - Opsahl, T., Panzarasa, P., 2009. Clustering in weighted networks. Social Networks 31 (2), 155-163
  • GEPHI file. The Marvel Social Network Networks of super heroes, constructed by Cesc Rosselló, Ricardo Alberich, and Joe Miro from the University of the Balearic Islands. Collected by Infochimps and transformed & enhanced by Kai Chang.
  • GDF file. Comic and Hero Network Same data as above, but this includes the comics the heroes appear in.
  • DOT file. Twitter mentions and retweets of some part of the Twitter network. The file is updated from time to time.
  • GEXF file. Contact networks in a primary school, SocioPatterns team, 2011.
  • GEXF file. Historical Social Network of Chinese Buddhism 漢傳佛教歷史社會網絡 17,000+ persons, 25,000+ connections.

Biological networks​

  • GEXF. Diseasome: A network of disorders and disease genes linked by known disorder–gene associations, indicating the common genetic origin of many diseases. Genes associated with similar disorders show both higher likelihood of physical interactions between their products and higher expression profiling similarity for their transcripts, supporting the existence of distinct disease-specific functional modules. The original dataset can be found here: The Human Disease Network, Goh K-I, Cusick ME, Valle D, Childs B, Vidal M, Barabási A-L (2007), Proc Natl Acad Sci USA 104:8685-8690
  • GEXF. C. Elegans neural network: A directed, weighted network representing the neural network of C. Elegans. Data compiled by D. Watts and S. Strogatz and made available on the web here. Please cite D. J. Watts and S. H. Strogatz, Nature 393, 440-442 (1998). Original experimental data taken from J. G. White, E. Southgate, J. N. Thompson, and S. Brenner, Phil. Trans. R. Soc. London 314, 1-340 (1986).
  • GEXF. Yeast: Protein-Protein interaction network in yeast. Original data can be found here.

Infrastructure networks​

  • GML. Power grid: An undirected, unweighted network representing the topology of the Western States Power Grid of the United States. Data compiled by D. Watts and S. Strogatz and made available on the web here. Please cite D. J. Watts and S. H. Strogatz, Nature 393, 440-442 (1998).
  • GRAPHML. Airlines: unknown source.
  • NET. US Air97: North American Transportation Atlas Data (NORTAD). Original data can be found here.

Other networks​

  • GEXF. Java code: Source code structure of a Java program, by S.Heymann & J.Palmier, 2008.
  • GEXF. Dynamic Java code: Dynamic source code structure of a Java program by evolution of commits on the SVN, by S.Heymann & J.Bilcke, 2008.
  • GML. Word adjacencies: adjacency network of common adjectives and nouns in the novel David Copperfield by Charles Dickens. Please cite M. E. J. Newman, Phys. Rev. E 74, 036104 (2006).
  • NET. Wordnet English dictionary: unknown source.
  • DOT. Abstract mesh: 331 nodes.

Sources​

Some of the above datasets are from:

Other network data repositories​

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Graphical User Interface

Global visual framework​

Organization​

Gephi is a flexible desktop application and a visual framework: it does not constrain the user to do some tasks in a predefined way. On the contrary, the user is free to rearrange the environment, move panels, show/hide windows, etc. The GUI is set by default for three task families grouped as Overview, Data Laboratory and Preview.

Modes are accessible under the main menu:

  • Overview: graph manipulation mode.
  • Data Laboratory: data visualization in tables.
  • Preview: visual tuning before vectorial export.

image

image

image

Workspaces​

A workspace is a whole environment for exploring one graph. If you want to analyze more graphs simultaneously, you need to create new workspaces. Create, delete and clean workspace data from the Edit menu. +Note that each new graph import creates a new workspace if you select the "Add full graph" option in the import window. Hence you are still able to work on the first graph later.

image

Overview​

Graph and Tools​

image +Graph window - Graph rendered on the center and tools on the sides.

image +Select Highlight nodes under the cursor.

image +Edge selection color Incoming links are colored differently than outgoing links.

image +Heatmap Set color intensity on a node neighborhood, by the distance.

image +Multiple select Nodes are selected under the rectangle.

image +Shorthest path Display the shortest path if exist between two clicked nodes.

Layout​

Select an algorithm and set parameters on the fly. Save them into presets.

image

Ranking​

Set numerical attributes to distribute node/edge colors, sizes, label colors and label sizes. Right-click on the window to display the ranked list of nodes or edges.

image

Partition​

Node or edge grouping on attribute or computed metric. A color is assigned to each group, and can be changed by right-clicking on the window.

image +Group List

image +Pie chart

Statistics/metrics​

Run metrics and save reports in HTML. Node and edge computed results are available as attributes.

image

Filters​

A library of filters is available to combine. Drag the filter (e.g., Degree Range) to build the query, and then set the parameters visually. Finally apply the query output to select elements or to filter them. When filtering is activated, changes appear in real time.

image

Timeline​

Move left and right cursors to filter the graph on time intervals.

image

The timeline opens automatically when you open a dynamic network. Enable the timeline to set the time interval. Drag the bounds of the interval using your mouse.

Context​

Display the number of nodes and edges, the type of the graph and the percentage of visible nodes.

image

Edit​

View and edit the attributes of a selected node.

image

Data Laboratory​

Show node and edge attributes in a table, which also allows for dynamic regexp filtering.

image

Preview​

Settings​

Customizable visuals for vectorial export, which may be saved as presets.

image

Visualization​

Fine tuning on nodes, edges and labels rendering.

image

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Troubleshooting

Memory issues​

Memory available to Gephi is determined by Java. Less or more memory can be allocated by configuring Gephi's startup settings. If too little memory is allocated, Gephi will stop running when it reached the limit and you will loose your current work. If too much memory is set, Java will not be able to start and return JVM Creation failed message. By default, maximum memory is set to 256mo or 512mo.

To modify memory settings, you need to edit Gephi settings file. Modify the value after the -Xmx option to change the maximum heap space. For example, to use a heap size between 256 and 1024 MB, change the options to -Xms256m and -Xmx1024m. If you have Gephi open, you must close and reopen Gephi before new options take effect. On computers with 2GB of memory, you can set -Xmx1400 to get maximum performance.

How to edit gephi.conf:​

  • On Windows, go to the Gephi folder in Start menu and click on Startup Settings. Edit this file with Notepad or WordPad. Alternatively, go to C:\Program Files\Gephi\etc\gephi.conf and edit file manually.
  • On Mac OS X, right-click on Gephi application icon and select Show Package Contents to open a new Finder window displaying a Contents folder. Open the Contents folder, and then open the Resources/gephi/etc folder, in which the gephi.conf file resides. Use TextEdit to edit the file.
  • On Linux, go into your application directory and then into the etc folder. Edit the file with a text editor.

To use Gephi with more than ~1.5GB of memory, which could happen with very large graphs, you need to use A 64-bit version of Java. See following section.

64-bit​

Gephi has been successfully tested on 64-bit architecture (AMD64, Intel Core 2 Duo, Intel Core i7), 64 bits OS (Windows Vista 64-bit, Windows 7 64-bit) and 64-bit version of Java (JVM 64-Bit Server). To use more than ~1.5GB of memory in Gephi, which could happen with very large graphs, you need to have a 64-bit architecture, OS and a 64-bit JVM. A compatible 64-bit JRE or JDK can be downloaded from Java website.

When multiple JRE or JDK are installed on the same machine, you can specify to Gephi to use a particular path. Edit gephi.conf as described in the upper section, uncomment the jdkhome line and set the JRE or JDK path.

Where are user files?​

Locate and delete gephi user directory to clean your installation.

On Windows 2K/XP, user directory is located in

C:\Documents and Settings\username\Application Data\.gephi

On Windows Vista/Seven, user directory is located in

C:\Users\username\AppData\Roaming\.gephi
+(the logs files are under C:\Users\username\AppData\Roaming\.gephi\{gephiVersion}\dev\var\log\messages.log

On Mac OS X, user directory is located in

/Users/username/Library/Application\ Support/gephi

On Linux, user directory is located in

/home/username/.gephi

Linux issues​

Select Sun JRE on Ubuntu​

After installing the Sun Java package, remember to run in command line:

sudo update-alternatives --config java
sudo update-alternatives --config javac

In both cases select the option that has a path with java-6-sun in it.

Improve text rendering​

Add the following JVM parameter in the Gephi configuration file:

-J-Dawt.useSystemAAFontSettings=on

Or add it to your environment variables:

export _JAVA_OPTIONS="-Dawt.useSystemAAFontSettings=on"

Mac OS X issues​

Improve text rendering​

Add the following JVM parameter in the Gephi configuration file:

-J-Dapple.awt.graphics.UseQuartz=true

Windows issues​

Gephi not using Graphical Card on Laptop​

The troubleshooting explained is for Intel + Nvidia based laptop, note that the process is still relevant for AMD based laptop, just the tools involved might be different

If you have a laptop that has a dedicated graphical card (Nvidia), it's very probable that the laptop has also integrated card (Intel(R) UHD Graphics).

Windows might probably, by default, wont' give Gephi the ability to use the dedicated graphical card, which will result in degraded performance for visualisation.

To check that Gephi has or not get granted to use the correct graphical card :

  • Open Gephi
  • On the top bar, go to Tools -> Options, a window will open
  • On the tab go to Visualisation and then on the tab under Open GL

image

On the right side of the windows, if you see something like Nvidia Corporation it means that Gephi is using the dedicated graphical card, all good.

If you see something like Intel UHD it means Gephi is using the integrated graphical card.

To change this and force Windows to let Gephi use the dedicated graphical card :

  • Search for Nvidia Control Panel on your computer and open it.
  • On left side, select 3D Settings -> Manage 3D settings
  • Then select the Program settings tab
  • Click on Add and select Gephi
  • Make sure the option NVIDIA High Performance is selected
  • Click on Apply

image

Then, restart Gephi. It should be now using the dedicated graphical card.

+ + + + \ No newline at end of file diff --git a/User_Manual/vocabulary/index.html b/User_Manual/vocabulary/index.html new file mode 100644 index 0000000..aa775e1 --- /dev/null +++ b/User_Manual/vocabulary/index.html @@ -0,0 +1,30 @@ + + + + + +Vocabulary | Gephi Documentation + + + + +
+
Skip to main content

Vocabulary

AutoUpdate +The application can update itself.

Attribute +Data associated to a node or an edge. Could be text, numbers, booleans and more.

Clustering +Algorithm that group nodes in clusters or communities.

Exporter +Module that exports in a particular file format.

Generator +Algorithm that generates a network.

Graph file +File format that describes a graph structure: list of nodes, list of edges and attributes. Example: GEXF.

Importer +Module that imports a particular file format.

Ranking +Sorting nodes or edges by an attribute's value.

Partition +Visual clustering. Give colors to categories.

Preview +Display the graph exactly as it is exported.

Project +A Gephi session, which contains all workspaces and data.

Tool +Way to interact with the displayed graph.

Vectorial file +Graphical file format that descibes shapes.

Workspace +A whole environment for exploring one graph.

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This is important but commit to it only when you estimate a module is finished.\nIn the mean time, be sure your real name appears completely in all classes you own. This is the minimum thing you should add. As for license, it can be done with Netbeans."),(0,i.kt)("p",null,"It is recommended to read the Javadoc ",(0,i.kt)("a",{parentName:"p",href:"http://www.oracle.com/technetwork/java/javase/documentation/index-137868.html"},"Good practices"),". It gives guidance and rules to make good Javadoc."),(0,i.kt)("h3",{id:"module-name-convention"},"Module name convention"),(0,i.kt)("p",null,"Please respect new modules naming convention:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"No whitespace"),(0,i.kt)("li",{parentName:"ul"},"Add Wrapper in case of a library wrapper")),(0,i.kt)("h3",{id:"codebase-convention"},"Codebase convention"),(0,i.kt)("p",null,"New modules should follow the following codebase rules:"),(0,i.kt)("table",null,(0,i.kt)("thead",{parentName:"table"},(0,i.kt)("tr",{parentName:"thead"},(0,i.kt)("th",{parentName:"tr",align:null},"First Header"),(0,i.kt)("th",{parentName:"tr",align:null},"Second Header"))),(0,i.kt)("tbody",{parentName:"table"},(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"API"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.NAME.api")),(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"API Implementation"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.NAME")),(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"SPI"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.NAME.spi")),(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"SPI Implementation"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.NAME.plugin")),(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"SPI Implementation UI"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.ui.NAME.plugin")),(0,i.kt)("tr",{parentName:"tbody"},(0,i.kt)("td",{parentName:"tr",align:null},"Desktop UI"),(0,i.kt)("td",{parentName:"tr",align:null},"org.gephi.desktop.NAME")))),(0,i.kt)("h3",{id:"module-branding"},"Module branding"),(0,i.kt)("p",null,"Branding options for Netbeans modules. Set it from module Properties > Display."),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Display name can have whitespace"),(0,i.kt)("li",{parentName:"ul"},"Display Category:",(0,i.kt)("ul",{parentName:"li"},(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Gephi Core")," for all ",(0,i.kt)("strong",{parentName:"li"},"API")," and ",(0,i.kt)("strong",{parentName:"li"},"Impl")," modules"),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Plugin")," for all ",(0,i.kt)("strong",{parentName:"li"},"Plugin")," and ",(0,i.kt)("strong",{parentName:"li"},"PluginUI")," modules"),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Libraries")," for all libs"),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Gephi UI")," for all ",(0,i.kt)("strong",{parentName:"li"},"Desktop")," modules")))),(0,i.kt)("p",null,"And don't forget to set the license and author in the Build > Packaging settings."),(0,i.kt)("p",null,"License should be ",(0,i.kt)("strong",{parentName:"p"},"../gpl-3.0.txt")," and Author ",(0,i.kt)("strong",{parentName:"p"},"Gephi.org")),(0,i.kt)("h2",{id:"distributed-development"},"Distributed development"),(0,i.kt)("h3",{id:"get-started"},"Get started"),(0,i.kt)("p",null,"Follow these links to get started with the development environment:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"[","[Developer Handbook]","]"),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("a",{parentName:"li",href:"https://github.com/gephi/gephi/issues"},"Issues on Github"))),(0,i.kt)("h3",{id:"git-at-gephi"},"Git at Gephi"),(0,i.kt)("p",null,"There is a master branch on the Gephi repository which we call the trunk. This is the main branch where all the daily work happen."),(0,i.kt)("p",null,"When we are releasing a major version we create a release branche (ex: 0.8) from master. These branches shouldn't get new features, only bug fixes. After the version is released, bugs that don't require to break compatibility of make significant changes (add/removed modules etc) should be developed in this branch and released as hot fixes."),(0,i.kt)("p",null,"We like to always have the master branch working and developers should always make sure the code builds before commit. "),(0,i.kt)("h3",{id:"before-commit"},"Before commit"),(0,i.kt)("p",null,"'''Some simple steps to make sure it's done right:'''"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git status")," to see what's going on. "),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git pull upstream BRANCH")," to get latest updates from GitHub."),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git add ...")," on the files you want to commit. If you removed some files run ",(0,i.kt)("code",null,"git rm ..."),". This step is called 'staging' and add stuff to your commit."),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git status")," again. That lists the files you modified and are part of your next commit."),(0,i.kt)("li",{parentName:"ul"},"Make sure you didn't forget any essential file."),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,'git commit -m "message"')," with a message with enough information for a fellow to understand.")),(0,i.kt)("p",null,"If you 'staged' something you didn't ant to stage run ",(0,i.kt)("code",null,"git reset FILES"),". If you want to reset a file changes run ",(0,i.kt)("code",null,"git checkout FILE"),". This will revert any changes you made to that files."),(0,i.kt)("p",null,"'''Some things not to do:'''"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Don't add anything to the .gitignore file unless you've been told to."),(0,i.kt)("li",{parentName:"ul"},"Don't commit changes in modules you are not working on. It happens that Netbeans will override some random xml or properties file. Don't commit those and revert them use 'git checkout'."),(0,i.kt)("li",{parentName:"ul"},"If you encounter a conflict and you're not sure how to fix it, don't try random things. Ask we can help :-)")),(0,i.kt)("p",null,"Command line is fine for Git but you can also use ",(0,i.kt)("a",{parentName:"p",href:"https://code.google.com/p/tortoisegit/"},"TortoiseGit")," on Windows or ","[http://gitx.frim.nl/ GitX]"," if you're on Mac. A Netbeans Git module exists but is still in beta, so you should avoid using it."),(0,i.kt)("h3",{id:"merging-branches"},"Merging branches"),(0,i.kt)("p",null,"The master branch contains the trunk and all work happens there. When all developers work on separate modules it's relatively easy to manage and it's convenient to all work on the same code. However it gets complicated really fast when developers work on APIs, rewrite modules or refactor code. Therefore, for any significant work developers should create feature branches. This is typically the case for Google Summer of Code projects or large code changes. "),(0,i.kt)("p",null,"To create a new branch:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Make sure you're on the master branch by running ",(0,i.kt)("code",null,"git branch")),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git branch NAME")," to create the branch. Run ",(0,i.kt)("code",null,"git branch"),". Your new branch should appear."),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git checkout NAME")," to go to your branch"),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git push origin NAME")," to push it to GitHub")),(0,i.kt)("p",null,"Features branches typically need to merge the master branch time to time to get up to date with core developments. To merge the master branch:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Make sure you're on your feature branch by running ",(0,i.kt)("code",null,"git branch"),". If not, run ",(0,i.kt)("code",null,"git checkout BRANCH")),(0,i.kt)("li",{parentName:"ul"},"Run ",(0,i.kt)("code",null,"git pull upstream master"),". That will pull and merge the master branch.")),(0,i.kt)("p",null,"The merge will fail if some of the files Git want to merge have uncommited changes. IF that happens, commit your changes and in most cases Git will do the merge automatically."),(0,i.kt)("p",null,"The master branch merges hotfixes in release branches when done."),(0,i.kt)("h3",{id:"hot-fixes"},"Hot fixes"),(0,i.kt)("p",null,"Gephi is distributed through a installation package but also online as NBM packages. Thanks to Netbeans Platform, Gephi has the capability to update itself using the NBMs packages we store on our server. We call this the 'Update Center' and it is the same system we use to distribute third party plug-ins. It works like this. There is a XML files with all modules and version on our server and Gephi can read that files and compare online versions with it's local versions. If some modules have been updated the user is asked to update."),(0,i.kt)("p",null,"This capability allows us to deploy hot fixes. When a bug is fixed and the version of the module is incremented the NBM file of the module is created and uploaded to our server. This is process is manual at the moment but it just takes a few minutes. We have done it many times to deliver bug fixes as soon as they are ready without waiting for a release."),(0,i.kt)("p",null,"All bugs for hot fixes should be developed in release branches. For instance, if the latest stable release is 0.8 and we want to fix an issue and release it as hotfix the bug should be fixed in the 0.8 branch. The branch should be then merged to master to make sure the fix is in trunk as well."),(0,i.kt)("h3",{id:"auto-update"},"Auto-Update"),(0,i.kt)("p",null,'Thanks to Netbeans Platform, Gephi has an auto-update feature. Update is done according to the "Specification version" for each module. Therefore, if you made a change that will be deployed through auto-update, increment the ',(0,i.kt)("strong",{parentName:"p"},"Specification Version")," of all modules you touched."))}h.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/assets/js/0f8eeba2.98825d49.js b/assets/js/0f8eeba2.98825d49.js new file mode 100644 index 0000000..7df1303 --- /dev/null +++ b/assets/js/0f8eeba2.98825d49.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkgephi_documentation=self.webpackChunkgephi_documentation||[]).push([[8126],{3905:(e,t,a)=>{a.d(t,{Zo:()=>c,kt:()=>u});var n=a(7294);function r(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function o(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function i(e){for(var t=1;t=0||(r[a]=e[a]);return r}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(n=0;n=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(r[a]=e[a])}return r}var l=n.createContext({}),p=function(e){var t=n.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):i(i({},t),e)),a},c=function(e){var t=p(e.components);return n.createElement(l.Provider,{value:t},e.children)},h={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},d=n.forwardRef((function(e,t){var a=e.components,r=e.mdxType,o=e.originalType,l=e.parentName,c=s(e,["components","mdxType","originalType","parentName"]),d=p(a),u=r,m=d["".concat(l,".").concat(u)]||d[u]||h[u]||o;return a?n.createElement(m,i(i({ref:t},c),{},{components:a})):n.createElement(m,i({ref:t},c))}));function u(e,t){var a=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var o=a.length,i=new Array(o);i[0]=d;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s.mdxType="string"==typeof e?e:r,i[1]=s;for(var p=2;p{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>h,frontMatter:()=>o,metadata:()=>s,toc:()=>p});var n=a(7462),r=(a(7294),a(3905));const o={id:"graphstreaming",title:"GraphStreaming",sidebar_position:17},i=void 0,s={unversionedId:"Plugins/graphstreaming",id:"Plugins/graphstreaming",title:"GraphStreaming",description:"Description",source:"@site/docs/Plugins/GraphStreaming.md",sourceDirName:"Plugins",slug:"/Plugins/graphstreaming",permalink:"/Plugins/graphstreaming",draft:!1,editUrl:"https://github.com/gephi/gephi-documentation/docs/docs/Plugins/GraphStreaming.md",tags:[],version:"current",sidebarPosition:17,frontMatter:{id:"graphstreaming",title:"GraphStreaming",sidebar_position:17},sidebar:"tutorialSidebar",previous:{title:"Code Sharing Strategy",permalink:"/Plugins/code_sharing_strategy"}},l={},p=[{value:"Description",id:"description",level:2},{value:"Modules",id:"modules",level:2},{value:"Graph Streaming API",id:"graph-streaming-api",level:3},{value:"Server Module",id:"server-module",level:3},{value:"Examples",id:"examples",level:2},{value:"Gephi as Master",id:"gephi-as-master",level:3},{value:"Gephi as Client",id:"gephi-as-client",level:3},{value:"Using a WebSocket Client",id:"using-a-websocket-client",level:3},{value:"Other Examples",id:"other-examples",level:3},{value:"Acknowledgements",id:"acknowledgements",level:2}],c={toc:p};function h(e){let{components:t,...a}=e;return(0,r.kt)("wrapper",(0,n.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"description"},"Description"),(0,r.kt)("p",null,"The purpose of the Graph Streaming API is to build a unified framework for streaming graph objects. Gephi\u2019s data structure and visualization engine has been built with the idea that a graph is not static and might change continuously. By connecting Gephi with external data-sources, we leverage its power to visualize and monitor complex systems or enterprise data in real-time. Moreover, the idea of streaming graph data goes beyond Gephi, and a unified and standardized API could bring interoperability with other available tools for graph and network analysis, as they could start to interoperate with other tools in a distributed and cooperative fashion."),(0,r.kt)("p",null,"This plugin is also used to produce real-time analysis and visualization of graphs using Gephi. For more information on how to visualize Twitter data as graph objects using this plugin, see [","[GraphStreaming#Other Examples|Other Examples]","]."),(0,r.kt)("h2",{id:"modules"},"Modules"),(0,r.kt)("p",null,"Gephi Graph Streaming is divided in different modules: The core modules, that defines the Graph Streaming API and its implementation, the Server modules, responsible for the HTTP REST Server, and the interface modules."),(0,r.kt)("h3",{id:"graph-streaming-api"},"Graph Streaming API"),(0,r.kt)("p",null,"The Graph Streaming API is the core of this plugin. High-level modules can use this API in order to connect to external event sources. The API is format-agnostic, and the programmer must use an implemented StreamType for a given format, or implement one for a different format. For current supported formats, see [","[GraphStreaming#Supported formats|Supported formats]","]."),(0,r.kt)("p",null,"You can use the Graph Streaming API to connect from the Toolkit, without a user interface. In order to connect to a stream data source, a component have to:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Get the current Graph instance:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"ProjectController projectController = Lookup.getDefault().lookup(ProjectController.class);\nProject project = projectController.getCurrentProject();\nWorkspace workspace = projectController.getCurrentWorkspace();\n\n// Get the graph instance\nGraphController graphController = Lookup.getDefault().lookup(GraphController.class);\nGraphModel graphModel = graphController.getModel();\nGraph graph = graphModel.getHierarchicalMixedGraph();\n")),(0,r.kt)("ol",{start:2},(0,r.kt)("li",{parentName:"ol"},"Get the StreamingController:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"StreamingController controller = Lookup.getDefault().lookup(StreamingController.class);\n")),(0,r.kt)("ol",{start:3},(0,r.kt)("li",{parentName:"ol"},"Define the endpoint to connect to:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'// Connect to stream using the Streaming API\nStreamingEndpoint endpoint = new StreamingEndpoint();\n// put the url of your master here\nendpoint.setUrl(new URL("http://localhost:8080/workspace0"));\n// endpoint.setStreamType() accepts a StreamType instance, so you\n// have to get it using the controller\nStreamType type = controller.getStreamType("JSON");\nendpoint.setStreamType(type);\n')),(0,r.kt)("ol",{start:4},(0,r.kt)("li",{parentName:"ol"},"Connect to it and process:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"StreamingConnection connection = controller.connect(endpoint, graph);\nconnection.asynchProcess(); // or connection.process() for synchronous processing\n")),(0,r.kt)("p",null,"The client will connect to the endpoint, process the events and update the graph accordingly. Note that the method connection.process() returns only when the stream finishes. If you want to asynchronously process the stream, you will want to call connection.asynchProcess(). But if you start the asynchronous processing of the stream, you lose control of when the stream finishes. In order to know when the stream finishes, you can control the StreamingConnection object to know when the connection was closed. If you want to know asynchronously when the connection was closed, without controlling the connection object, you can inform a listener to receive the event:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},' StreamingConnection connection = controller.connect(endpoint, graph);\n connection.addStatusListener(new StatusListener() {\n public void onConnectionClosed(StreamingConnection connection) {\n System.out.println("Connection was closed!");\n }\n });\n connection.asynchProcess();\n')),(0,r.kt)("p",null,"If you want to customize the behavior of event processing, doing something else than updating the graph, you can work with more low-level objects like StreamReaders. You can implement you own GraphEventHandler and pass it directly to the StreamReader implementation. For example, to count the received events you could do this:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'final AtomicInteger counter = new AtomicInteger();\n\nGraphEventHandler eventHandler = new GraphEventHandler() {\n public void handleGraphEvent(GraphEvent event) {\n counter.incrementAndGet();\n }\n};\n\nURL url = new URL("http://streamingserver/streamingcontext");\nurl.openConnection();\nInputStream inputStream = url.openStream();\n\nGraphEventBuilder eventBuilder = new GraphEventBuilder(endpoint.getUrl());\n\nStreamReaderFactory readerFactory = Lookup.getDefault().lookup(StreamReaderFactory.class);\nStreamReader reader = readerFactory.createStreamReader("JSON", eventHandler, eventBuilder);\nstreamReader.processStream(inputStream);\n')),(0,r.kt)("p",null,"The graph events will be sent to the GraphEventHandler as they arrive in the inputStream. The reported problems/exceptions during the streaming process are reported in the object Report:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"Report report = connection.getReport();\n")),(0,r.kt)("p",null,"You can also write the events in a given format using the StreamWriter:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'ByteArrayOutputStream out = new ByteArrayOutputStream();\nStreamWriterFactory factory = Lookup.getDefault().lookup(StreamWriterFactory.class);\nStreamWriter streamWriter = factory.createStreamWriter("JSON", out);\n')),(0,r.kt)("p",null,"Now you can use it as a GraphEventHandler instance (StreamWriter implements the GraphEventHandler interface), and you can write the events to the output using the given format:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'StreamReaderFactory factory = Lookup.getDefault().lookup(StreamReaderFactory.class);\nStreamReader reader = readerFactory.createStreamReader("JSON", streamWriter, eventBuilder);\nstreamReader.processStream(inputStream);\n')),(0,r.kt)("h3",{id:"server-module"},"Server Module"),(0,r.kt)("p",null,"The Server Module is implemented using Servlet standards. The servlets are run by an embedded ","[http://jetty.codehaus.org/jetty/ Jetty]"," instance."),(0,r.kt)("p",null,"You can start a master programmatically using the API:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'StreamingServer server = Lookup.getDefault().lookup(StreamingServer.class);\nServerControllerFactory controllerFactory = Lookup.getDefault().lookup(ServerControllerFactory.class);\nServerController serverController = controllerFactory.createServerController(graph);\nString context = "/mycontext";\nserver.register(serverController, context);\n')),(0,r.kt)("p",null,"Using this code, the Gephi master will be accessible in the following url: ","[http://your_ip_here:8080/mycontext http://your_ip_here:8080/mycontext]"),(0,r.kt)("p",null,"=== Plugin interface ===\nThe modules responsible for the plugin interface use the core Graph Streaming API to connect to external streams, and the classes in the Server Module to start/stop the internal HTTP server."),(0,r.kt)("p",null,"== Supported formats ==\nThe main Streaming API format supported by Gephi is JSON. For web-based systems, JSON is strongly encouraged over XML, as JSON is more compact and parsing is greatly simplified by the delimited parameter: every object is returned on its own line, and ends with a carriage return. In a streaming situation, it is more practical, as it is possible to parse the data as it arrives, without waiting for a closing tag or for the end of the stream."),(0,r.kt)("p",null,"The current implementation of JSON Streaming Format is very simple and '''still subject to changes'''. It is composed of 6 types of events, divided in 2 types of elements (nodes and edges) and 3 types of operations (add, change, delete):"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"an: Add node"),(0,r.kt)("li",{parentName:"ul"},"cn: Change node"),(0,r.kt)("li",{parentName:"ul"},"dn: Delete node"),(0,r.kt)("li",{parentName:"ul"},"ae: Add edge>"),(0,r.kt)("li",{parentName:"ul"},"ce: Change edge"),(0,r.kt)("li",{parentName:"ul"},'de: Delete edge\nEach event is composed by its event type and a list of objects of type node or edge, depending on the event type. Node and edge objects are similar, and composed of an identifier and a list of attributes. The "add edge" is the only operation in which there is three mandatory attributes: source, target and directed. Source and target are node identifiers, and directed is a boolean representing if the edge is directed or not.')),(0,r.kt)("p",null,"The events are currently represented in the JSON format as follows:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-javascript"},"{ :{ :{ : , : }}} \n")),(0,r.kt)("p",null,"Following, we show a list of events with some examples for each type of event, represented in the current JSON format implementation:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-javascript"},'{"an":{"A":{"label":"Streaming Node A","size":2}}} // add node A\n{"an":{"B":{"label":"Streaming Node B","size":1}}} // add node B\n{"an":{"C":{"label":"Streaming Node C","size":1}}} // add node C\n{"ae":{"AB":{"source":"A","target":"B","directed":false,"weight":2}}} // add edge A->B\n{"ae":{"BC":{"source":"B","target":"C","directed":false,"weight":1}}} // add edge B->C\n{"ae":{"CA":{"source":"C","target":"A","directed":false,"weight":2}}} // add edge C->A\n{"cn":{"C":{"size":2}}} // changes the size attribute to 2\n{"cn":{"B":{"label":null}}} // removes the label attribute\n{"ce":{"AB":{"label":"From A to B"}}} // add the label attribute\n{"de":{"BC":{}}} // delete edge BC\n{"de":{"CA":{}}} // delete edge CA\n{"dn":{"C":{}}} // delete node C\n')),(0,r.kt)("p",null,"With this format it is possible to put more than one object in each event, as in the following example:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-javascript"},'{ "an" : { "A" : { "label" : "Streaming Node A" , "size" : 2 } , "B" : { "label" : "Streaming Node B" , "size" : 1 } , "C" : { "label" : "Streaming Node C" , "size" : 1 } } } \n')),(0,r.kt)("p",null,"But we recommend to send only one object in each event, as it is more suitable for a streaming approach: the data should be read as soon as possible by the client, and the approach using multiple objects by event slows the client reading, because it can't parse the JSON event object until a '\\r' appears."),(0,r.kt)("p",null,"'''We recall that this format is subject to changes, as more requirements are being added to the Graph Streaming API.'''"),(0,r.kt)("p",null,"'''Format changing considerations currently in progress'''"),(0,r.kt)("p",null,"There are some considerations in progress in order to adapt the JSON format to some requirements."),(0,r.kt)("p",null,"The first one is to add support to '''filters'''. Filters are very important when changing groups of objects with the same characteristic. For example, if you want to change the color of all nodes with size=x, you could use a filter event. It would cost much less than sending one event for each node."),(0,r.kt)("p",null,"Another requirement is to support '''identifiers to events'''. In some cases, it would be interesting to assign an identifier to the event. For example, in a distributed environment, the events are produced by event producers, but you cannot be sure that the event consumers receive the events in the same order. As a way to solve this problem, each event producer could assign a timestamp to the event, as a way to ensure that each event consumer produce the same results."),(0,r.kt)("p",null,'Event identifiers will be assigned to events using a special "id" attribute, at the same level of the event type:'),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-javascript"},'{ "id" : "1278944510" , "an" : { "A" : { "label" : "Streaming Node A" , "size" : 2 } } } \n')),(0,r.kt)("p",null,'This way, the event identifier will be parsed only if the "id" attribute is present in the event object. Someone that does not want to use identifiers should only ignore the "id" attribute: no overhead is added to the format, it remains compatible with "old style" events, and the format remains concise.'),(0,r.kt)("p",null,"== Source code ==\nThe Gephi Graph Streaming is a Gephi Plugin supported by the core team, and the source code is available as a branch of the ","[https://github.com/gephi/gephi-plugins gephi-plugins repository]",". In order to build the latest version, follow these steps:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Download and install the latest version of ","[http://netbeans.org/ Netbeans IDE]","."),(0,r.kt)("li",{parentName:"ul"},"Fork and checkout the latest version of the gephi-plugins repository:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},"git clone git@github.com:username/gephi-plugins.git\n")),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Checkout the graph-streaming branch:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},"git checkout -t origin/graph-streaming\n")),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Start Netbeans and Open Project. This folder is automatically recognized as a module suite."),(0,r.kt)("li",{parentName:"ul"},"Right click on the project and select 'Run'. This starts Gephi with the Graph Streaming plugin.")),(0,r.kt)("h2",{id:"examples"},"Examples"),(0,r.kt)("p",null,"The Graph Streaming specification allow clients to interact with a master getting data and pushing data to it, in a REST architecture. The same data format used by the master to send graph events to the clients is used by clients to interact with the master."),(0,r.kt)("h3",{id:"gephi-as-master"},"Gephi as Master"),(0,r.kt)("p",null,"In the first example, we will start Gephi as a master to provide graph information to its clients. At the Streaming Tab in the Gephi application, you can access all the features of graph streaming. You can start the Gephi Master by executing the following steps:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Run the Gephi application"),(0,r.kt)("li",{parentName:"ul"},"Create an empty workspace (File/New Project)"),(0,r.kt)("li",{parentName:"ul"},"Add some nodes and edges to your graph"),(0,r.kt)("li",{parentName:"ul"},"Go to the tab Streaming and right-click on the \u201cMaster Server\u201d and select \u201cStart\u201d\nBy default, the HTTP server will listen at port 8080 in plain HTTP, and at port 8443 using SSL. The server path depends on your workspace: each workspace uses a different path. You can configure these parameters (and also Basic Authentication) at the \u201cSettings\u2026\u201d button.")),(0,r.kt)("p",null,"By following these steps, an HTTP server is started, and it exposes a REST interface to access the workspace data by submitting events in the graph streaming format."),(0,r.kt)("p",null,"Now, you can connect to Gephi using any HTTP client. For example, you can use ","[http://curl.haxx.se/ curl]"," to see the data flowing. First of all, open a shell prompt and execute the following command to get the complete graph, using the operation getGraph or no operation at all (getGraph is the default operation):"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},'curl "http://localhost:8080/workspace0?operation=getGraph"\n')),(0,r.kt)("p",null,"This operation connects to Gephi in streaming mode. You first receive the graph objects that are already in the graph. Every new object added to the graph is sent to the streaming client. For example, add some nodes to the graph in your workspace, and you will see the events appearing in the command line client."),(0,r.kt)("p",null,"Other operations are used to retrieve node and edge data:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},'curl "http://localhost:8080/workspace0?operation=getNode&id=A"\ncurl "http://localhost:8080/workspace0?operation=getEdge&id=AB"\n')),(0,r.kt)("p",null,"You can use the updateGraph operation to submit new events to your graph. For example, open another shell prompt and execute the following lines, one after the other:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},'curl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"an\\":{\\"A\\":{\\"label\\":\\"Streaming Node A\\"}}}"\ncurl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"an\\":{\\"B\\":{\\"label\\":\\"Streaming Node B\\"}}}"\ncurl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"an\\":{\\"C\\":{\\"label\\":\\"Streaming Node C\\"}}}"\ncurl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"ae\\":{\\"AB\\":{\\"source\\":\\"A\\",\\"target\\":\\"B\\",\\"directed\\":false}}}"\ncurl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"ae\\":{\\"BC\\":{\\"source\\":\\"B\\",\\"target\\":\\"C\\",\\"directed\\":false}}}"\ncurl "http://localhost:8080/workspace0?operation=updateGraph" -d "{\\"ae\\":{\\"CA\\":{\\"source\\":\\"C\\",\\"target\\":\\"A\\",\\"directed\\":false}}}"\n')),(0,r.kt)("p",null,"You should see the nodes and edges appearing in the workspace, until they form a triangle. At the same time, the events are sent to any client connected to the Master. You can send more events to the workspace using the same command line, just change the node and edge identifiers."),(0,r.kt)("p",null,"The same events can be sent by just one HTTP request:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-bash"},'curl "http://localhost:8080/workspace0?operation=updateGraph" -d $\'{"an":{"A":{"label":"Streaming Node A"}}}\\r\n{"an":{"B":{"label":"Streaming Node B"}}}\\r\n{"an":{"C":{"label":"Streaming Node C"}}}\\r\n{"ae":{"AB":{"source":"A","target":"B","directed":false}}}\\r\n{"ae":{"BC":{"source":"B","target":"C","directed":false}}}\\r\n{"ae":{"CA":{"source":"C","target":"A","directed":false}}}\'\n')),(0,r.kt)("p",null,"You are not limited to a single master by host: each Gephi workspace can be available as a master."),(0,r.kt)("h3",{id:"gephi-as-client"},"Gephi as Client"),(0,r.kt)("p",null,"To illustrate how to connect to a master, ","[http://www.youtube.com/watch?v=7SW_FDiY0sg this video]"," shows Gephi connecting to a master and visualizing the received graph data in real time. The graph in this demo is a part of the Amazon.com library, where the nodes represent books and the edges represent their similarities. For each book, a node is added, the similar books are explored, adding the similar ones as nodes and the similarity as an edge."),(0,r.kt)("h3",{id:"using-a-websocket-client"},"Using a WebSocket Client"),(0,r.kt)("p",null,"'''This feature will be available in a near future.'''"),(0,r.kt)("h3",{id:"other-examples"},"Other Examples"),(0,r.kt)("p",null,"Some other examples are available by using a Python client. Source code and instructions are available in the ","[https://github.com/panisson/pygephi_graphstreaming pygephi_graphstreaming repository]",". This repository also contains the source code of the Python server used to collect data from Twitter and create the video about the ","[https://gephi.org/2011/the-egyptian-revolution-on-twitter/ Egyptian Revolution on Twitter]","."),(0,r.kt)("h2",{id:"acknowledgements"},"Acknowledgements"),(0,r.kt)("p",null,"This plugin was implemented by ","[http://gephi.org/about/people/ Andr","\xe9"," Panisson]","."))}h.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/assets/js/129a2cfd.d644b46f.js b/assets/js/129a2cfd.d644b46f.js new file mode 100644 index 0000000..66aceb2 --- /dev/null +++ b/assets/js/129a2cfd.d644b46f.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkgephi_documentation=self.webpackChunkgephi_documentation||[]).push([[5120],{3905:(e,t,n)=>{n.d(t,{Zo:()=>d,kt:()=>m});var a=n(7294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function l(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function o(e){for(var t=1;t=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var l=Object.getOwnPropertySymbols(e);for(a=0;a=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),u=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):o(o({},t),e)),n},d=function(e){var t=u(e.components);return a.createElement(s.Provider,{value:t},e.children)},c={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},p=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,l=e.originalType,s=e.parentName,d=i(e,["components","mdxType","originalType","parentName"]),p=u(n),m=r,b=p["".concat(s,".").concat(m)]||p[m]||c[m]||l;return n?a.createElement(b,o(o({ref:t},d),{},{components:n})):a.createElement(b,o({ref:t},d))}));function m(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var l=n.length,o=new Array(l);o[0]=p;var i={};for(var s in t)hasOwnProperty.call(t,s)&&(i[s]=t[s]);i.originalType=e,i.mdxType="string"==typeof e?e:r,o[1]=i;for(var u=2;u{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>o,default:()=>c,frontMatter:()=>l,metadata:()=>i,toc:()=>u});var a=n(7462),r=(n(7294),n(3905));const l={id:"Add_a_submenu",title:"Add a submenu",sidebar_position:13},o=void 0,i={unversionedId:"Plugins/Add_a_submenu",id:"Plugins/Add_a_submenu",title:"Add a submenu",description:"From a plugin it is easy to add a menu in the menubar, for instance in Plugins. 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If you wanna add your action in a already existing menu, like ",(0,r.kt)("strong",{parentName:"p"},"Generate"),", don't follow this HowTo but look more how to create a new Generator, as the submenus may be created dynamically. "),(0,r.kt)("h2",{id:"create-action-and-menu"},"Create Action and Menu"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 1"),": Right click on your module and select ",(0,r.kt)("strong",{parentName:"li"},"New > Other...")," and find ",(0,r.kt)("strong",{parentName:"li"},"Action")," like showed in the step 1 below. The action wizard will create everything necessary to register your action in the system and create the submenu.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"addsubmenu-new-action",src:n(6525).Z,width:"738",height:"504"})),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 2"),": Then click on ",(0,r.kt)("strong",{parentName:"li"},"Next"),", be sure ",(0,r.kt)("strong",{parentName:"li"},"Always Enabled")," is checked and ",(0,r.kt)("strong",{parentName:"li"},"Next")," again."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 3"),": In the ",(0,r.kt)("strong",{parentName:"li"},"Menu")," option, select where you want your submenu to be put. Select ",(0,r.kt)("strong",{parentName:"li"},"Plugins")," to be put in this menu.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"addsubmenu-new-action-gui",src:n(2994).Z,width:"750",height:"522"})),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 4"),": Click on ",(0,r.kt)("strong",{parentName:"li"},"Next")," and fill the class name, as well as the display name.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"addsubmenu-new-action-name",src:n(7082).Z,width:"750",height:"520"})),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 5"),": Finally, click on ",(0,r.kt)("strong",{parentName:"li"},"Next")," to create the file.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"addsubmenu-new-action-result",src:n(5791).Z,width:"223",height:"181"})),(0,r.kt)("p",null,(0,r.kt)("em",{parentName:"p"},"Result")),(0,r.kt)("h2",{id:"fill-action"},"Fill Action"),(0,r.kt)("p",null,"The precedent step created the ",(0,r.kt)("strong",{parentName:"p"},"MyAction.java")," file in your module. 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See [","[How To Set Module Dependencies]","]."),(0,a.kt)("h3",{id:"create-new-renderer"},"Create new Renderer"),(0,a.kt)("p",null,"Create a new renderer ",(0,a.kt)("strong",{parentName:"p"},(0,a.kt)("inlineCode",{parentName:"strong"},"MyRenderer"))," class, which implements ",(0,a.kt)("inlineCode",{parentName:"p"},"Renderer"),"."),(0,a.kt)("p",null,"Add ",(0,a.kt)("inlineCode",{parentName:"p"},"@ServiceProvider")," annotation to your renderer class, so it is detected by the system."),(0,a.kt)("p",null,"Here is how it should look like:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = Renderer.class)\npublic class MyRenderer implements Renderer {\n \n public String getDisplayName(){\n //return user friendly name for the renderer\n }\n \n public void preProcess(PreviewModel previewModel) {\n //TODO\n }\n \n public void render(Item item, RenderTarget target, PreviewProperties properties) {\n //TODO\n }\n \n public PreviewProperty[] getProperties() {\n //TODO\n }\n \n public boolean isRendererForitem(Item item, PreviewProperties properties) {\n //TODO\n }\n \n public boolean needsItemBuilder(ItemBuilder itemBuilder, PreviewProperties properties) {\n //TODO\n }\n}\n")),(0,a.kt)("h3",{id:"implement-the-isrendererforitem"},"Implement the ",(0,a.kt)("inlineCode",{parentName:"h3"},"isRendererForItem")),(0,a.kt)("p",null,"Each item returns a different value for its ",(0,a.kt)("inlineCode",{parentName:"p"},"getType()")," method so it's easy to know if the item is a node, an edge or a label."),(0,a.kt)("p",null,"The method also receives the current properties and can query values."),(0,a.kt)("p",null,"Here is the code from the edge arrow renderer that only works when items are non-directed edges:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},"public boolean isRendererForitem(Item item, PreviewProperties properties) {\n return item.getType().equals(Item.EDGE) && properties.getBooleanValue(PreviewProperty.DIRECTED)\n && (Boolean) item.getData(EdgeItem.DIRECTED);\n}\n")),(0,a.kt)("h3",{id:"implement-getproperties"},"Implement ",(0,a.kt)("inlineCode",{parentName:"h3"},"getProperties")),(0,a.kt)("p",null,"You can add your own properties attached to the renderer. Typically each renderer has its own properties. For instance the node renderer has border size or color as properties. Once defined a property will be shawn to the user who can change its value."),(0,a.kt)("p",null,"Properties have a identifier, a display name, a description and a type. It's important to have a unique identifier to each property. Be sure to choose something not already taken."),(0,a.kt)("p",null,"Properties are displayed in categories. You can either set an existing category or define a new one. Existing categories are ",(0,a.kt)("inlineCode",{parentName:"p"},"PreviewProperty.CATEGORY_NODES"),", ",(0,a.kt)("inlineCode",{parentName:"p"},"PreviewProperty.CATEGORY_EDGES"),", ",(0,a.kt)("inlineCode",{parentName:"p"},"PreviewProperty.CATEGORY_NODE_LABELS"),", ",(0,a.kt)("inlineCode",{parentName:"p"},"PreviewProperty.CATEGORY_EDGE_LABELS")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"PreviewProperty.CATEGORY_EDGE_ARROWS"),"."),(0,a.kt)("p",null,"Here is how to create a property ",(0,a.kt)("inlineCode",{parentName:"p"},'"Border width"'),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},'public PreviewProperty[] getProperties() {\n return new PreviewProperty[]{\n PreviewProperty.createProperty(this, "border_width", Float.class,\n "Border width",\n "",\n PreviewProperty.CATEGORY_NODES).setValue(1f)};\n}\n')),(0,a.kt)("p",null,"Properties should have a default value. It is set at the creation of the property simply by calling ",(0,a.kt)("inlineCode",{parentName:"p"},"setValue()"),". "),(0,a.kt)("h3",{id:"implement-render"},"Implement render"),(0,a.kt)("p",null,"The render method receives an item and draw it to a render target. There is three possible render targets:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/preview/api/ProcessingTarget.html"},"Processing")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/preview/api/SVGTarget.html"},"SVG")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/preview/api/PDFTarget.html"},"PDF"))),(0,a.kt)("p",null,"Renderers should implement the drawing routines for the three targets. One might ask why the same code has to be duplicated in three different ways. Unfortunately there is no unified drawing toolkit flexible and efficient enough to support this task at this point. The good news is that renderers have total control on what is drawn. It's verbose but flexible."),(0,a.kt)("p",null,"When the target is Processing, renderers obtain the ",(0,a.kt)("a",{parentName:"p",href:"http://processing.googlecode.com/svn/trunk/processing/build/javadoc/core/index.html?processing/core/PGraphicsJava2D.html"},"PGraphicsJava2D")," object. For the SVG target, renderers obtain Batik's ",(0,a.kt)("a",{parentName:"p",href:"http://xmlgraphics.apache.org/batik/using/dom-api.html"},"Document")," instance. As the PDF target rely on the iText library renderers obtain the ",(0,a.kt)("a",{parentName:"p",href:"http://api.itextpdf.com/itext/index.html?com/itextpdf/text/pdf/PdfContentByte.html"},"PdfContentByte")," object."),(0,a.kt)("p",null,"Example how to handle the three targets in render:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},'public void render(Item item, RenderTarget target, PreviewProperties properties) {\n if (target instanceof ProcessingTarget) {\n renderProcessing(item, (ProcessingTarget) target, properties);\n } else if (target instanceof SVGTarget) {\n renderSVG(item, (SVGTarget) target, properties);\n } else if (target instanceof PDFTarget) {\n renderPDF(item, (PDFTarget) target, properties);\n }\n}\n \npublic void renderProcessing(Item item, ProcessingTarget target, PreviewProperties properties) {\n PGraphics graphics = target.getGraphics();\n ...\n}\n \npublic void renderPDF(Item item, PDFTarget target, PreviewProperties properties) {\n PdfContentByte cb = target.getContentByte();\n ...\n}\n \npublic void renderSVG(Item item, SVGTarget target, PreviewProperties properties) {\n Element elem = target.createElement("circle");\n ...\n target.getTopElement("nodes").appendChild(elem);\n}\n')),(0,a.kt)("p",null,"Look at renderers examples in the ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/PreviewPlugin"},"PreviewPlugin")," module."),(0,a.kt)("h2",{id:"overwrite-an-existing-renderer"},"Overwrite an existing renderer"),(0,a.kt)("p",null,"The default renderers can be overridden or extended.\nExtend or replace an existing renderer"),(0,a.kt)("p",null,"To extend or completely replace a default Renderer by your own implementation, create a new Renderer and set the annotation like below. In addition add [","[Preview Plugin]","] module as a dependency."),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"@ServiceProvider(service=Renderer.class, position=XXX) public class MyRenderer extends NodeRenderer")),(0,a.kt)("p",null,"Being XXX the new position of the renderer Then you can reuse parts of the base class or just override them."),(0,a.kt)("p",null,"Default renderers are:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"org.gephi.preview.plugin.renderers.NodeRenderer")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"org.gephi.preview.plugin.renderers.EdgeRenderer")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"org.gephi.preview.plugin.renderers.NodeLabelRenderer")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"org.gephi.preview.plugin.renderers.EdgeLabelRenderer")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"org.gephi.preview.plugin.renderers.ArrowRenderer"))),(0,a.kt)("h2",{id:"appendix"},"Appendix"),(0,a.kt)("h3",{id:"custom-properties"},"Custom properties"),(0,a.kt)("p",null,"Properties are usually default Java primitives like ",(0,a.kt)("inlineCode",{parentName:"p"},"Float")," or ",(0,a.kt)("inlineCode",{parentName:"p"},"Color"),". Custom property types can be used if a valid property editor is defined. Property editors define how a property value should be serialized and provide a custom UI to let the user modify the value. For instance to define a new property type ",(0,a.kt)("inlineCode",{parentName:"p"},"NumberRange")," one could create a UI with two text fields to enter number ranges."),(0,a.kt)("p",null,"Create the new type class and then create a new property editor:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},"public class NumberRangePropertyEditor extends java.beans.PropertyEditorSupport {\n @Override\n public Component getCustomEditor() {\n //TODO returns custom JPanel\n }\n \n @Override\n public String getAsText() {\n //TODO returns the value as string\n }\n \n @Override\n public void setAsText(String text) {\n //TODO set value from the text\n }\n \n @Override\n public boolean supportsCustomEditor() {\n return true;\n }\n}\n")),(0,a.kt)("p",null,"One can find property editors examples in the ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/DesktopPreview"},"DesktopPreview")," module."),(0,a.kt)("h3",{id:"complex-pre-process"},"Complex pre-process"),(0,a.kt)("p",null,"In each renderer the ",(0,a.kt)("inlineCode",{parentName:"p"},"preProcess()")," method allows to access all preview data and execute complex algorithms."),(0,a.kt)("h3",{id:"how-to-read-all-items-of-a-particular-type"},"How to read all items of a particular type"),(0,a.kt)("p",null,"Simply by querying the preview model:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},"Item[] edgeItems = previewModel.getItems(Item.EDGE);\n")),(0,a.kt)("h3",{id:"how-to-use-constants-and-data-generated-in-pre-process"},"How to use constants and data generated in pre-process"),(0,a.kt)("p",null,"Renderers should remain ",(0,a.kt)("strong",{parentName:"p"},"stateless"),". That means one shouldn't define any variable or fields in the renderer class itself. Instead all data can be put in the property system."),(0,a.kt)("p",null,"Here is an example how to calculate the min and max edge weight in the ",(0,a.kt)("inlineCode",{parentName:"p"},"preProcess()")," and use it in ",(0,a.kt)("inlineCode",{parentName:"p"},"render()"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-java"},'public void preProcess(PreviewModel previewModel) {\n PreviewProperties properties = previewModel.getProperties();\n Item[] edgeItems = previewModel.getItems(Item.EDGE);\n \n for (Item edge : edgeItems) {\n minWeight = Math.min(minWeight, (Float) edge.getData(EdgeItem.WEIGHT));\n maxWeight = Math.max(maxWeight, (Float) edge.getData(EdgeItem.WEIGHT));\n }\n properties.putValue("weight.min", minWeight);\n properties.putValue("weight.max", maxWeight);\n}\n \npublic void render(Item item, RenderTarget target, PreviewProperties properties) {\n float minWeight = properties.getFloatValue("weight.min");\n float maxWeight = properties.getFloatValue("weight.max");\n ...\n}\n')),(0,a.kt)("p",null,"For additional data generated per item, simply call ",(0,a.kt)("inlineCode",{parentName:"p"},"item.setData()"),"."),(0,a.kt)("h3",{id:"default-item-data"},"Default item data"),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Node")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"x (float)"),(0,a.kt)("li",{parentName:"ul"},"y (float)"),(0,a.kt)("li",{parentName:"ul"},"size (float)"),(0,a.kt)("li",{parentName:"ul"},"color (color)")),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Edge")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"weight (float)"),(0,a.kt)("li",{parentName:"ul"},"directed (boolean)"),(0,a.kt)("li",{parentName:"ul"},"mutual (boolean)"),(0,a.kt)("li",{parentName:"ul"},"self_loop (boolean)"),(0,a.kt)("li",{parentName:"ul"},"meta_edge (boolean)"),(0,a.kt)("li",{parentName:"ul"},"color (color)")),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Node Label")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"label (string)"),(0,a.kt)("li",{parentName:"ul"},"color (color)"),(0,a.kt)("li",{parentName:"ul"},"size (float)"),(0,a.kt)("li",{parentName:"ul"},"width (float)"),(0,a.kt)("li",{parentName:"ul"},"height (float)"),(0,a.kt)("li",{parentName:"ul"},"visible (boolean)")),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Edge Labels")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"label (string)"),(0,a.kt)("li",{parentName:"ul"},"color (color)"),(0,a.kt)("li",{parentName:"ul"},"size (float)"),(0,a.kt)("li",{parentName:"ul"},"width (float)"),(0,a.kt)("li",{parentName:"ul"},"height (float)"),(0,a.kt)("li",{parentName:"ul"},"visible (boolean)")),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Edges have additional data set by the default edge renderer:")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"source (nodeitem)"),(0,a.kt)("li",{parentName:"ul"},"target (nodeitem)")))}u.isMDXComponent=!0}}]); \ No newline 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data laboratory perspective)",id:"builders-how-to-get-our-plugins-to-appear-in-data-laboratory-perspective",level:2},{value:"Providing a GUI",id:"providing-a-gui",level:2},{value:"Manipulators Summary",id:"manipulators-summary",level:2}],s={toc:u};function d(e){let{components:t,...o}=e;return(0,r.kt)("wrapper",(0,n.Z)({},s,o,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"introduction"},"Introduction"),(0,r.kt)("p",null,"Data Laboratory section of Gephi provides a good amount of basic and common features to manipulate the graph. But data laboratory can be extended with new features as plugins easily through Data Laboratory API/SPI. All Gephi's default data laboratory features are in ",(0,r.kt)("strong",{parentName:"p"},"Data Laboratory Plugin"),". ",(0,r.kt)("strong",{parentName:"p"},"Simple and complex examples can be found in this module"),"."),(0,r.kt)("p",null,"For this tutorial, the ",(0,r.kt)("strong",{parentName:"p"},"SPI")," packages (",(0,r.kt)("inlineCode",{parentName:"p"},"org.gephi.datalab.spi"),") are the most interesting, while ",(0,r.kt)("inlineCode",{parentName:"p"},"org.gephi.datalab.api")," only contains several controllers that expose general features to be used by plugins or other parts of gephi."),(0,r.kt)("p",null,"Data Laboratory SPI may seem big, but all interfaces to implement are mostly the same with small changes necessary to define different types of features. ",(0,r.kt)("strong",{parentName:"p"},"Once you know how to create some kind of feature, it is simple to create others"),"."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"From now on, we will call data laboratory features 'manipulators' since they manipulate graph data/elements.")),(0,r.kt)("h3",{id:"where-each-type-of-manipulator-appears-in-gephi-desktop-application"},"Where each type of manipulator appears in Gephi desktop application"),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"800px-data-lab-overview",src:a(2783).Z,width:"800",height:"463"})),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"merge-strategies",src:a(9491).Z,width:"793",height:"659"})),(0,r.kt)("h3",{id:"the-manipulator-interface"},"The Manipulator interface"),(0,r.kt)("p",null,"The ",(0,r.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/datalab/spi/Manipulator.html"},"Manipulator")," interface is the part that most of the interfaces that you will implement share in common. Also, all kinds of manipulators can provide an optional GUI just by returning an implementation of the ",(0,r.kt)("a",{parentName:"p",href:"https://gephi.org/docs/api/org/gephi/datalab/spi/ManipulatorUI.html"},"ManipulatorUI")," interface."),(0,r.kt)("p",null,"The interfaces that extend Manipulator to provide specific types of manipulators are:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/nodes/NodesManipulator.html"},"NodesManipulator")," - Defines a context menu action to manipulate one or more selected nodes."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/edges/EdgesManipulator.html"},"EdgesManipulator")," - Defines a context menu action to manipulate one or more selected edges."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/general/GeneralActionsManipulator.html"},"GeneralActionsManipulator")," - Defines a general action not related to any specific graph element. ",(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/general/PluginGeneralActionsManipulator.html"},"PluginGeneralActionsManipulator")," is the same but appears in a plugin button that displays a list of general actions (use this when the tool bar does not have enough space for more general actions)."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/values/AttributeValueManipulator.html"},"AttributeValueManipulator")," - Defines a context menu action that manipulates a single cell data (pair of AttributeRow and AttributeColumn)."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/columns/merge/AttributeColumnsMergeStrategy.html"},"AttributeColumnsMergeStrategy")," - Defines an strategy"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://gephi.org/docs/api/org/gephi/datalab/spi/rows/merge/AttributeRowsMergeStrategy.html"},"AttributeRowsMergeStrategy")," - A very special type of manipulator that defines strategies for merging rows to be used by a nodes/edges manipulator or other parts (does not have a place in Data Laboratory GUI by itself but it is currently used by MergeNodes manipulator).")),(0,r.kt)("p",null,"Only ",(0,r.kt)("a",{parentName:"p",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/columns/AttributeColumnsManipulator.html"},"AttributeColumnsManipulator")," is a bit different from ",(0,r.kt)("inlineCode",{parentName:"p"},"Manipulator")," because its workflow is not the same as all the previous manipulators, and therefore provides its unique interface plus a ",(0,r.kt)("a",{parentName:"p",href:"http://gephi.org/docs/toolkit/org/gephi/datalab/spi/columns/AttributeColumnsManipulatorUI.html"},"AttributeColumnsManipulatorUI"),"."),(0,r.kt)("h2",{id:"create-a-new-manipulator"},"Create a new Manipulator"),(0,r.kt)("p",null,"Once we understand the interfaces that define our manipulators, we can create some sample features."),(0,r.kt)("h3",{id:"setting-up-our-data"},"Setting up our data"),(0,r.kt)("p",null,"Here is where manipulators that need some ",(0,r.kt)("strong",{parentName:"p"},"initial data")," (like nodes, edges or columns) get it. This method ",(0,r.kt)("strong",{parentName:"p"},"varies for each type of manipulator")," but is always called before any other method."),(0,r.kt)("p",null,"Code example for a nodes manipulator:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public void setup(Node[] nodes, Node clickedNode) {\n this.nodes=nodes;//Keep the needed data for future operations.\n}\n")),(0,r.kt)("p",null,"In this case, setup receives an array of nodes (selected nodes at right click) and the specific clicked node."),(0,r.kt)("h3",{id:"name-and-description"},"Name and description"),(0,r.kt)("p",null,"Simply define a name an a description (optional) of what our manipulator does."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'public String getName() {\n return NbBundle.getMessage(Group.class, "Group.name");//Localized name for nodes grouping action\n}\n \npublic String getDescription() {\n return null;//No description\n}\n')),(0,r.kt)("h3",{id:"determining-if-our-manipulator-should-be-eligible-to-execute"},"Determining if our manipulator should be eligible to execute"),(0,r.kt)("p",null,"In determinate conditions we would not like our manipulator to be executed, so we declare it with a boolean. ",(0,r.kt)("strong",{parentName:"p"},"The moment this is called, setup has already been called"),"."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public boolean canExecute() {\n return nodes.length == 1;//This manipulator will only be executed with a single node selection\n}\n")),(0,r.kt)("h3",{id:"provide-an-ui"},"Provide an UI"),(0,r.kt)("p",null,"Here we can return our GUI if desired. We will talk about ManipulatorUIs later."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public ManipulatorUI getUI(){\n return new MyUI();//It is not necessary to pass this class to the UI now because ManipulatorUI will be set up later.\n //return null if no GUI\n}\n")),(0,r.kt)("h3",{id:"ordering-and-classifying-manipulators"},"Ordering and classifying manipulators"),(0,r.kt)("p",null,"In order to declare the position in a group of manipulators that our manipulator has to appear, we have to provide a number identifying the category(type) and position."),(0,r.kt)("p",null,"Order of appearance is determined first by the type number and then by position number. Often consecutive elements are given numbers with considerable separation to be able to insert new categories between them."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public int getType() {\n return 300;//Will appear in the same category as other manipulators that also return 300\n}\n \npublic int getPosition() {\n return 0;//Will appear in its category before manipulators with a position of 1 or more\n}\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"These are the only methods that could be called before setup and therefore should not depend on context data"),"."),(0,r.kt)("h3",{id:"optional-icon"},"Optional icon"),(0,r.kt)("p",null,"Just return an icon for the feature or null."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'public Icon getIcon() {\n return ImageUtilities.loadImageIcon("org/gephi/datalab/plugin/manipulators/resources/group.png", true);\n}\n')),(0,r.kt)("h3",{id:"executing-the-final-action"},"Executing the final action"),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"This is where our feature does the work")," once it has been chosen and preferences (if any) have been chosen with or without a GUI."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"public void execute() {\n for(Node node:nodes){\n //Do something with the nodes\n }\n}\n")),(0,r.kt)("h3",{id:"complete-code-for-group-nodes-manipulator"},"Complete code for Group nodes manipulator"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'public class Group extends BasicNodesManipulator {\n private Node[] nodes;\n \n public void setup(Node[] nodes, Node clickedNode) {\n this.nodes=nodes;\n }\n \n public void execute() {\n GraphElementsController gec = Lookup.getDefault().lookup(GraphElementsController.class);\n gec.groupNodes(nodes);\n }\n \n public String getName() {\n return NbBundle.getMessage(Group.class, "Group.name");\n }\n \n public String getDescription() {\n return "";\n }\n \n public boolean canExecute() {\n GraphElementsController gec = Lookup.getDefault().lookup(GraphElementsController.class);\n return gec.canGroupNodes(nodes);\n }\n \n public ManipulatorUI getUI() {\n return null;\n }\n \n public int getType() {\n return 300;\n }\n \n public int getPosition() {\n return 0;\n }\n \n public Icon getIcon() {\n return ImageUtilities.loadImageIcon("org/gephi/datalab/plugin/manipulators/resources/group.png", true);\n }\n}\n')),(0,r.kt)("h2",{id:"nodes-and-edges-manipulators"},"Nodes and edges manipulators"),(0,r.kt)("p",null,"Both of these types of manipulators are shown as context menu actions in a popup menu, and benefit from some special settings defined in the ",(0,r.kt)("inlineCode",{parentName:"p"},"ContextMenuItemManipulator")," interface. Their principal extra feature is the possibility to have subitems, as can be observed in the next image."),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"sub-items",src:a(2881).Z,width:"419",height:"84"})),(0,r.kt)("p",null,"It defines 3 methods:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public ContextMenuItemManipulator[] getSubItems() {\n return null;//Return subitems \n}\n")),(0,r.kt)("p",null,"Note that:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Most nodes/edges manipulators won't need to have subitems."),(0,r.kt)("li",{parentName:"ul"},"Subitems can also return more subitems."),(0,r.kt)("li",{parentName:"ul"},"Subitems will be set up with the proper data like their parents."),(0,r.kt)("li",{parentName:"ul"},"If a item/subitem returns subitems, it will never be executed, their subitems will."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"execute")," method of the specific clicked subitem will be called.")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public boolean isAvailable() {\n return true;//Indicates if a subitem has to appear in the menu at all (enabled or not)\n} \n \npublic Integer getMnemonicKey() {\n return null;//Shorcut associated key for this item\n}\n")),(0,r.kt)("p",null,"Most manipulators won't need this, so a simple class like the following can be extended by all your manipulators to avoid repeating code:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public abstract class BasicNodesManipulator implements NodesManipulator{\n \n public boolean isAvailable() {\n return true;\n }\n \n public ContextMenuItemManipulator[] getSubItems() {\n return null;\n }\n \n public Integer getMnemonicKey() {\n return null;\n }\n}\n")),(0,r.kt)("p",null,(0,r.kt)("em",{parentName:"p"},"Visualization API has an SPI for adding context menu actions (GraphContextMenuItem) to nodes like DataLaboratory does with NodesManipulator. Note that they share the interface ContextMenuItemManipulator from Data Laboratory API, so they are compatible, being possible to reuse actions on nodes for Overview and Data Laboratory.")),(0,r.kt)("h2",{id:"attributecolumnsmanipulators"},"AttributeColumnsManipulators"),(0,r.kt)("p",null,"What makes different these manipulators is that, instead oh having data set up and then ",(0,r.kt)("inlineCode",{parentName:"p"},"canExecute")," being called, eligibility is tested for every column and is later executed for the selected column (showing first the UI if necessary)."),(0,r.kt)("p",null,"Here is a complete example of a real feature (columns duplication):"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},'public class DuplicateColumn implements AttributeColumnsManipulator {\n private String title;\n private AttributeType columnType;\n \n public void execute(AttributeTable table, AttributeColumn column) {\n Lookup.getDefault().lookup(AttributeColumnsController.class).duplicateColumn(table, column, title, columnType);\n }\n \n public String getName() {\n return NbBundle.getMessage(DuplicateColumn.class, "DuplicateColumn.name");\n }\n \n public String getDescription() {\n return "";\n }\n \n public boolean canManipulateColumn(AttributeTable table, AttributeColumn column) {\n return true;\n }\n \n public AttributeColumnsManipulatorUI getUI(AttributeTable table,AttributeColumn column) {\n return new DuplicateColumnUI();\n }\n \n public int getType() {\n return 0;\n }\n \n public int getPosition() {\n return 400;\n }\n \n public Image getIcon() {\n return ImageUtilities.loadImage("org/gephi/datalab/plugin/manipulators/resources/table-duplicate-column.png");\n }\n \n public String getTitle() {\n return title;\n }\n \n public void setTitle(String title) {\n this.title = title;\n }\n \n public AttributeType getColumnType() {\n return columnType;\n }\n \n public void setColumnType(AttributeType columnType) {\n this.columnType = columnType;\n }\n}\n')),(0,r.kt)("p",null,"Column type and title are set through ",(0,r.kt)("inlineCode",{parentName:"p"},"DuplicateColumnUI"),"."),(0,r.kt)("h2",{id:"builders-how-to-get-our-plugins-to-appear-in-data-laboratory-perspective"},"Builders (how to get our plugins to appear in data laboratory perspective)"),(0,r.kt)("p",null,"Like in other parts of Gephi, api/spi implementations are exposed with Netbeans Lookup API."),(0,r.kt)("p",null,"This is done with the [","[@ServiceProvider]","] annotation. Since this annotation returns a singleton of the service, in order to help the programmer avoid problems with previously set up data, some of the manipulators require a builder that returns instances of the manipulator as the service."),(0,r.kt)("p",null,"But other manipulators are directly exposed as the service with the annotation."),(0,r.kt)("p",null,"For example, to declare a ",(0,r.kt)("inlineCode",{parentName:"p"},"GeneralActionsManipulator"),", it is sufficient with:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = GeneralActionsManipulator.class)\npublic class AddEdgeToGraph implements GeneralActionsManipulator {\n...\n")),(0,r.kt)("p",null,"But for a ",(0,r.kt)("inlineCode",{parentName:"p"},"NodesManipulator")," you need to create a builder and give it the annotation (not to the manipulator):"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service=NodesManipulatorBuilder.class)\npublic class SetNodesSizeBuilder implements NodesManipulatorBuilder {\n public NodesManipulator getNodesManipulator() {\n return new SetNodesSize();\n }\n}\n")),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Manipulator type"),(0,r.kt)("th",{parentName:"tr",align:null},"Needs a builder"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"AttributeColumnsManipulator"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"GeneralActionsManipulator"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"AttributeColumnsMergeStrategy"),(0,r.kt)("td",{parentName:"tr",align:null},"\u2713")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"EdgesManipulator"),(0,r.kt)("td",{parentName:"tr",align:null},"\u2713")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"NodesManipulator"),(0,r.kt)("td",{parentName:"tr",align:null},"\u2713")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"AttributeRowsMergeStrategy"),(0,r.kt)("td",{parentName:"tr",align:null},"\u2713")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},"AttributeValueManipulator"),(0,r.kt)("td",{parentName:"tr",align:null},"\u2713")))),(0,r.kt)("h2",{id:"providing-a-gui"},"Providing a GUI"),(0,r.kt)("p",null,"When your feature needs a GUI you only need to return a ",(0,r.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/datalab/spi/ManipulatorUI.html"},"ManipulatorUI")," implementation capable of configuring your feature extra data. Let's see what each method should do with an example:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public class MyManipulatorUI extends JPanel implements ManipulatorUI {\n private MyManipulator manipulator;\n private DialogControls dialogControls;\n \n void setup(Manipulator m, DialogControls dialogControls){\n //Receive our manipulator instance:\n manipulator = (MyManipulator) m; //We know the type of manipulator we are going to receive so cast is safe\n //And an object to control the dialog if necessary \n //(for now it only is able to enable/disable the Ok button of the dialog for validation purposes)\n this.dialogControls = dialogControls;\n }\n \n void unSetup(){\n //Called when the dialog is closed, canceled or accepted. Pass necessary data to the manipulator:\n manipulator.setSomeOption(someValue);\n ...\n }\n \n String getDisplayName(){\n //Provide title for the dialog:\n return manipulator.getName();//For example, the manipulator name\n }\n \n public JPanel getSettingsPanel(){\n //Provide the JPanel to create the UI dialog\n //A good practice is to extend JPanel and just return this object\n return this;\n }\n \n /**\n * Indicates if the created dialog has to be modal\n */\n public boolean isModal(){\n return true;\n }\n}\n")),(0,r.kt)("h2",{id:"manipulators-summary"},"Manipulators Summary"),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"manipulators",src:a(6773).Z,width:"1193",height:"670"})))}d.isMDXComponent=!0},2783:(e,t,a)=>{a.d(t,{Z:()=>n});const n=a.p+"assets/images/00_800px-data-lab-overview-d19fa2e4451d3ab84e176235f1a30ff3.png"},9491:(e,t,a)=>{a.d(t,{Z:()=>n});const n=a.p+"assets/images/01_merge-strategies-13ad19c21d8c1adac760b4821086d021.png"},2881:(e,t,a)=>{a.d(t,{Z:()=>n});const 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Your panel is a ",(0,r.kt)("strong",{parentName:"li"},"TopComponent")," subclass.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"add-module-panel3",src:n(6444).Z,width:"736",height:"505"})),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Step 4"),": Click on ",(0,r.kt)("strong",{parentName:"li"},"Finish"),", files are created and you're invited to design your panel with Netbeans editor.")),(0,r.kt)("p",null,(0,r.kt)("img",{alt:"add-module-panel-design",src:n(4444).Z,width:"779",height:"441"})),(0,r.kt)("p",null,"Your panel is now created and automatically registered. Start Gephi with your plugin and your panel is visible. "),(0,r.kt)("h2",{id:"register-in-a-perspective"},"Register in a Perspective"),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Overview, Data Laboratory")," and ",(0,r.kt)("strong",{parentName:"p"},"Preview")," are perspectives in Gephi. A perspective is simply a set of panels that works together. When users change the perspective, some panels are hidden and others are showed. When you define a new panel above, it is not part of a perspective and therefore is always visible, regardless which perspective you are. Follow the steps to associate your panel with a perspective."),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Add ",(0,r.kt)("strong",{parentName:"li"},"Desktop Perspective")," as a new module dependency. Right-click on your module and Properties."),(0,r.kt)("li",{parentName:"ol"},"Go to your ",(0,r.kt)("inlineCode",{parentName:"li"},"TopComponent")," sources and add ",(0,r.kt)("inlineCode",{parentName:"li"},"PerspectiveMember")," as interface."),(0,r.kt)("li",{parentName:"ol"},"Add the ",(0,r.kt)("inlineCode",{parentName:"li"},"@ServiceProvider")," annotation to be registered by the system and implement methods (note: you will need to add the 'Desktop Perspective' to the Module Dependencies ",(0,r.kt)("a",{parentName:"li",href:"http://activeintelligence.org/blog/archive/gephi-howto-Add_a_module_panel-dependency/"},"screenshots"),").")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service=PerspectiveMember.class)\npublic final class MyTopComponent extends TopComponent implements PerspectiveMember {\n...\n")),(0,r.kt)("p",null,"Implement ",(0,r.kt)("inlineCode",{parentName:"p"},"open()")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"close()")," methods like below to attach the component to the ",(0,r.kt)("inlineCode",{parentName:"p"},"LaboratoryPerspective"),", works also for ",(0,r.kt)("inlineCode",{parentName:"p"},"OverviewPerspective")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"PreviewPerspective"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"public boolean open(Perspective perspective) {\n return perspective instanceof LaboratoryPerspective;\n}\npublic boolean close(Perspective perspective) {\n return true;\n}\n")),(0,r.kt)("p",null,"Specifically use ",(0,r.kt)("inlineCode",{parentName:"p"},"close()")," method if you want your panel to be visible on several perspectives."),(0,r.kt)("h2",{id:"branding"},"Branding"),(0,r.kt)("h3",{id:"change-panel-title"},"Change panel title"),(0,r.kt)("p",null,"Open the ",(0,r.kt)("strong",{parentName:"p"},"Bundle.properties")," file in your module and update ",(0,r.kt)("strong",{parentName:"p"},"CTL_MyTopComponent")," key."),(0,r.kt)("h3",{id:"set-icon"},"Set Icon"),(0,r.kt)("p",null,"In the ",(0,r.kt)("strong",{parentName:"p"},"TopComponent")," sources, uncomment the following line and set the icon path."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-java"},"setIcon(ImageUtilities.loadImage(ICON_PATH, true));\n")),(0,r.kt)("h2",{id:"links"},"Links"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("a",{parentName:"p",href:"http://wiki.netbeans.org/DevFaqWindowsTopComponent"},"TopComponent in Netbeans Wiki"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("a",{parentName:"p",href:"http://blogs.sun.com/geertjan/entry/creating_a_new_mode_in"},"How to create a new mode")))))}u.isMDXComponent=!0},8535:(e,t,n)=>{n.d(t,{Z:()=>a});const a=n.p+"assets/images/00_800px-add-module-panel-002fdb521132a92329f6637753dff9f6.png"},2740:(e,t,n)=>{n.d(t,{Z:()=>a});const a=n.p+"assets/images/01_add-module-panel1-fbce06db73726d71c916a95216583fb6.png"},624:(e,t,n)=>{n.d(t,{Z:()=>a});const a=n.p+"assets/images/02_add-module-panel2-d5e8f55ab031fc1876dc1f358dfa1f8e.png"},6444:(e,t,n)=>{n.d(t,{Z:()=>a});const a=n.p+"assets/images/03_add-module-panel3-806d445d35bba1b252cafe56b37b7628.png"},4444:(e,t,n)=>{n.d(t,{Z:()=>a});const a=n.p+"assets/images/04_add-module-panel-design-39e4848cb93bd06b362d145988c7ea36.png"}}]); 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They are either predicates or functions that reduce the graph, predicates are easy and return only true or false, whereas functions input a graph and output a graph.",source:"@site/docs/Plugins/Filter.md",sourceDirName:"Plugins",slug:"/Plugins/filter",permalink:"/Plugins/filter",draft:!1,editUrl:"https://github.com/gephi/gephi-documentation/docs/docs/Plugins/Filter.md",tags:[],version:"current",sidebarPosition:9,frontMatter:{id:"filter",title:"Filter",sidebar_position:9},sidebar:"tutorialSidebar",previous:{title:"Generator",permalink:"/Plugins/generator"},next:{title:"Extend Data Laboratory",permalink:"/Plugins/Extend_Data_Laboratory"}},s={},p=[{value:"How filtering works in Gephi",id:"how-filtering-works-in-gephi",level:2},{value:"Create a new Filter",id:"create-a-new-filter",level:2},{value:"Set Dependencies",id:"set-dependencies",level:3},{value:"Create FilterBuilder",id:"create-filterbuilder",level:3},{value:"Create Filter",id:"create-filter",level:3},{value:"NodeFilter",id:"nodefilter",level:4},{value:"ComplexFilter",id:"complexfilter",level:4},{value:"Finish the builder",id:"finish-the-builder",level:3},{value:"Properties",id:"properties",level:3},{value:"Provide a UI",id:"provide-a-ui",level:3},{value:"Appendix",id:"appendix",level:2},{value:"Create a CategoryBuilder",id:"create-a-categorybuilder",level:3},{value:"Provide an icon",id:"provide-an-icon",level:3},{value:"Custom Properties",id:"custom-properties",level:3}],d={toc:p};function u(e){let{components:t,...r}=e;return(0,n.kt)("wrapper",(0,i.Z)({},d,r,{components:t,mdxType:"MDXLayout"}),(0,n.kt)("p",null,"Filters are pruning the graph by keeping only nodes and edges that satisfies filters conditions. They are either predicates or functions that reduce the graph, predicates are easy and return only true or false, whereas functions input a graph and output a graph."),(0,n.kt)("p",null,"Please look at [","[Plugin Quick Start]","] to know how to create a new Netbeans Module. When you have your plugin module, that we will call ",(0,n.kt)("em",{parentName:"p"},"MyFilter"),", you can start this tutorial."),(0,n.kt)("p",null,"One can find filters examples in the ",(0,n.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/FiltersPlugin/src/main"},"FiltersPlugin module"),"."),(0,n.kt)("h2",{id:"how-filtering-works-in-gephi"},"How filtering works in Gephi"),(0,n.kt)("p",null,"Gephi has a filter pipeline working with graph copies, where each filter can remove nodes and edges with settings. The Graph API in Gephi has the concept of View, a copy of the complete graph structure identified by an ID and where filters can work on it without disturbing other views. So, when a filter is removing nodes, it is removing them on a copy of the graph structure, the complete graph (named the main view) remains the same. This copy is eventually set as the visible view, the graph shown in the graph window. That is how users visualize a filtered graph. When filtering is disabled, the main view is simply set again as the visible view."),(0,n.kt)("p",null,"The filter pipeline is executed on a separate Thread and therefore doesn't block the rest of the application.\nFilters are wrapped into queries, which can be chained and combined. Similar as SQL nested queries concept, filter queries can have sub-queries and be represented as a tree, where the last executed query is the root. For example, the query ",(0,n.kt)("strong",{parentName:"p"},"INDEGREE(3, EDGE_WEIGHT(2))")," would be executed like below:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"A complete copy of the graph structure is created in a new view"),(0,n.kt)("li",{parentName:"ul"},"It is passed to the ",(0,n.kt)("strong",{parentName:"li"},"EDGE_WEIGHT")," filter, which removes edges under weight 2"),(0,n.kt)("li",{parentName:"ul"},"The sub-graph is passed to the ",(0,n.kt)("strong",{parentName:"li"},"INDEGREE")," filter, which removes nodes with in-degree less than 3 here"),(0,n.kt)("li",{parentName:"ul"},"The graph view is set as ",(0,n.kt)("em",{parentName:"li"},"visible view"),", the graph windows automatically refreshes")),(0,n.kt)("p",null,"When a property is changed in the user interface, for instance the weight threshold, the complete process above is just re-executed and the former graph view is destroyed."),(0,n.kt)("h2",{id:"create-a-new-filter"},"Create a new Filter"),(0,n.kt)("h3",{id:"set-dependencies"},"Set Dependencies"),(0,n.kt)("p",null,"Add ",(0,n.kt)("inlineCode",{parentName:"p"},"FiltersAPI"),", ",(0,n.kt)("inlineCode",{parentName:"p"},"GraphAPI"),", and ",(0,n.kt)("inlineCode",{parentName:"p"},"Lookup")," modules as dependencies for your plugin module. See [","[How To Set Module Dependencies]","]."),(0,n.kt)("h3",{id:"create-filterbuilder"},"Create FilterBuilder"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("inlineCode",{parentName:"li"},"FilterBuilder")," is a factory class for building the Filters. The builder is registered in the ",(0,n.kt)("inlineCode",{parentName:"li"},"FilterLibrary"),". The library is the upper panel where users choose the filters they want to use. Another type of builders, named ",(0,n.kt)("inlineCode",{parentName:"li"},"CategoryBuilder")," can create several builders at once and will be detailed later."),(0,n.kt)("li",{parentName:"ul"},"Create a new builder ",(0,n.kt)("em",{parentName:"li"},"MyFilterBuilder")," class, which implements ",(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/filters/spi/FilterBuilder.html"},(0,n.kt)("inlineCode",{parentName:"a"},"FilterBuilder")),"."),(0,n.kt)("li",{parentName:"ul"},"Add ",(0,n.kt)("inlineCode",{parentName:"li"},"@ServiceProvider")," annotation to your builder class, in order it is detected by the filter library.\nHere is how it should look like:")),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},'@ServiceProvider(service = FilterBuilder.class)\npublic class MyFilterBuilder implements FilterBuilder {\n \n public Category getCategory() {\n return FilterLibrary.NODE;\n }\n \n public String getName() {\n return "My Filter";\n }\n \n public Icon getIcon() {\n return null;\n }\n \n public String getDescription() {\n return "A filter example";\n }\n \n public Filter getFilter() {\n //TODO\n }\n \n public JPanel getPanel(Filter filter) {\n return null;\n }\n \n public void destroy(Filter filter) {\n }\n}\n')),(0,n.kt)("p",null,"Notice the ",(0,n.kt)("inlineCode",{parentName:"p"},"getCategory()")," method. As the ",(0,n.kt)("inlineCode",{parentName:"p"},"FilterLibrary")," is a tree, this builder needs a parent. That is the category. Use default categories defined in ",(0,n.kt)("inlineCode",{parentName:"p"},"FilterLibrary")," like above or simply return your own:"),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},'public Category getCategory() {\n return new Category("Samples Filters");\n}\n')),(0,n.kt)("h3",{id:"create-filter"},"Create Filter"),(0,n.kt)("p",null,"Before creating the filter class, you should decide which filter interface to implement:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/filters/spi/NodeFilter.html"},(0,n.kt)("inlineCode",{parentName:"a"},"NodeFilter")),": Basic filters for nodes, that works as predicates. For a given node the filter's role is to return true if the node is kept or false if it is removed."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/filters/spi/EdgeFilter.html"},(0,n.kt)("inlineCode",{parentName:"a"},"EdgeFilter")),": Basic filters for edges, that works as predicates. For a given edge the filter's role is to return true if the edge is kept or false if it is removed."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/filters/spi/ComplexFilter.html"},(0,n.kt)("inlineCode",{parentName:"a"},"ComplexFilter")),": Filter working with full graphs and returning a subgraph.")),(0,n.kt)("p",null,"The ",(0,n.kt)("inlineCode",{parentName:"p"},"ComplexFilter")," interface is useful when both nodes and edges have to be filtered.\nFor instance, in the case of an edge weight filter (a filter that keeps edges only in a particular weight threshold) we only need ",(0,n.kt)("inlineCode",{parentName:"p"},"EdgeFilter"),". But if I want to design a filter that prunes the graph until it's average degree is 5.5 I need to have control on both nodes and edges. The complex filter is a black box, where nodes and edges can be filtered (e.g. removed) with tricky or complex processes."),(0,n.kt)("h4",{id:"nodefilter"},"NodeFilter"),(0,n.kt)("p",null,"Create a new ",(0,n.kt)("em",{parentName:"p"},"MyFilter")," class, which implements ",(0,n.kt)("inlineCode",{parentName:"p"},"NodeFilter")," interface. The main filter method is ",(0,n.kt)("inlineCode",{parentName:"p"},"evaluate()"),". The ",(0,n.kt)("inlineCode",{parentName:"p"},"init()")," asks if the filter is valid for the given graph. Only valid filters are executed by the system.\nThe example below removes isolated nodes (e.g. with degree equal to 0). The filter is said valid only if the graph have nodes."),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},'public class MyFilter implements NodeFilter {\n \n public boolean init(Graph graph) {\n return graph.getNodeCount() > 0;\n }\n \n public boolean evaluate(Graph graph, Node node) {\n return graph.getDegree(node) > 0;\n }\n \n public void finish() {\n }\n \n public String getName() {\n return "My Filter";\n }\n \n public FilterProperty[] getProperties() {\n return new FilterProperty[0]; //Will be explained later\n }\n}\n')),(0,n.kt)("p",null,"For specific directed or undirected graphs, just cast the ",(0,n.kt)("inlineCode",{parentName:"p"},"Graph")," in ",(0,n.kt)("inlineCode",{parentName:"p"},"DirectedGraph")," or ",(0,n.kt)("inlineCode",{parentName:"p"},"UndirectedGraph"),"."),(0,n.kt)("h4",{id:"complexfilter"},"ComplexFilter"),(0,n.kt)("p",null,"The complex filter interface is very simple, the ",(0,n.kt)("inlineCode",{parentName:"p"},"filter()")," method directly gives the ",(0,n.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/graph/api/Graph.html"},(0,n.kt)("inlineCode",{parentName:"a"},"Graph")),"."),(0,n.kt)("p",null,(0,n.kt)("inlineCode",{parentName:"p"},"public Graph filter(Graph graph);")),(0,n.kt)("p",null,"Here is a example of a complex filter. It removes the 50% edges with the lowest weight."),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},"public Graph filter(Graph graph) {\n int edgeCount = graph.getEdgeCount();\n edgeCount /= 2;\n \n Edge[] edges = graph.getEdges().toArray();\n Arrays.sort(edges, new Comparator<Edge>() {\n public int compare(Edge o1, Edge o2) {\n return Float.compare(o1.getWeight(), o2.getWeight());\n }\n });\n \n for (int i = 0; i < edgeCount; i++) {\n Edge edge = edges[i];\n graph.removeEdge(edge);\n }\n return graph;\n}\n")),(0,n.kt)("p",null,"It uses the ",(0,n.kt)("inlineCode",{parentName:"p"},"removeEdge()")," method from the ",(0,n.kt)("inlineCode",{parentName:"p"},"Graph")," API and returns the graph it received."),(0,n.kt)("p",null,(0,n.kt)("strong",{parentName:"p"},"Can a filter also add elements?"),"\nYes, as far as they are part of the main view as well.\nAs as exemple, here is how the NOT operator works:"),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},"GraphView graphView = graph.getView();\nGraph mainGraph = graph.getView().getGraphModel().getGraph();\nfor (Node n : mainGraph.getNodes().toArray()) {\n if (n.getNodeData().getNode(graphView.getViewId()) == null) {\n //The node n is not in graph\n graph.addNode(n);\n } else {\n //The node n is in graph\n graph.removeNode(n);\n }\n}\n")),(0,n.kt)("p",null,"It is possible to find the graph model from the view object. Then the ",(0,n.kt)("inlineCode",{parentName:"p"},"n.getNodeData().getNode(graphView.getViewId())")," line gets the same node in another view. The ",(0,n.kt)("inlineCode",{parentName:"p"},"NodeData")," is common at all views and maintains a list of views where the node is."),(0,n.kt)("p",null,(0,n.kt)("strong",{parentName:"p"},"Can the complex filter returns a different graph view?"),"\nIt's possible yes, but a use-case needing this is not obvious to find. The ",(0,n.kt)("inlineCode",{parentName:"p"},"GraphModel.newView()")," is the method that duplicates the complete structure."),(0,n.kt)("p",null,(0,n.kt)("strong",{parentName:"p"},"Can filters work with Hierarchical graph?"),"\nYes, the view copy is copying the complete hierarchy tree.\nJust cast the received graph in ",(0,n.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/graph/api/HierarchicalGraph.html"},(0,n.kt)("inlineCode",{parentName:"a"},"HierarchicalGraph")),"."),(0,n.kt)("h3",{id:"finish-the-builder"},"Finish the builder"),(0,n.kt)("p",null,"In the builder, return a new instance of your filter in the ",(0,n.kt)("inlineCode",{parentName:"p"},"getFilter()")," method."),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},"@Override\npublic Filter getFilter() {\n return new MyFilter();\n}\n")),(0,n.kt)("h3",{id:"properties"},"Properties"),(0,n.kt)("p",null,"It's very likely your filter will need to define properties, for instance a threshold or a pattern. 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On the contrary, the user is free to rearrange the environment, move panels, show/hide windows, etc. The GUI is set by default for three task families grouped as Overview, Data Laboratory and Preview."),(0,l.kt)("p",null,"Modes are accessible under the main menu:"),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("strong",{parentName:"li"},"Overview"),": graph manipulation mode."),(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("strong",{parentName:"li"},"Data Laboratory"),": data visualization in tables."),(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("strong",{parentName:"li"},"Preview"),": visual tuning before vectorial export.")),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(3480).Z,width:"700",height:"20"})),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(6997).Z,width:"480",height:"297"})),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(4482).Z,width:"450",height:"300"})),(0,l.kt)("h3",{id:"workspaces"},"Workspaces"),(0,l.kt)("p",null,'A workspace is a whole environment for exploring one graph. If you want to analyze more graphs simultaneously, you need to create new workspaces. Create, delete and clean workspace data from the Edit menu.\nNote that each new graph import creates a new workspace if you select the "Add full graph" option in the import window. Hence you are still able to work on the first graph later.'),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(3389).Z,width:"450",height:"211"})),(0,l.kt)("h2",{id:"overview"},"Overview"),(0,l.kt)("h3",{id:"graph-and-tools"},"Graph and Tools"),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(6332).Z,width:"500",height:"465"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Graph window")," - Graph rendered on the center and tools on the sides."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(8834).Z,width:"159",height:"150"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Select")," Highlight nodes under the cursor."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(9440).Z,width:"160",height:"128"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Edge selection color")," Incoming links are colored differently than outgoing links."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(3820).Z,width:"160",height:"89"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Heatmap")," Set color intensity on a node neighborhood, by the distance."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(5776).Z,width:"160",height:"145"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Multiple select")," Nodes are selected under the rectangle."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(920).Z,width:"160",height:"120"}),"\n",(0,l.kt)("strong",{parentName:"p"},"Shorthest path")," Display the shortest path if exist between two clicked nodes."),(0,l.kt)("h3",{id:"layout"},"Layout"),(0,l.kt)("p",null,"Select an algorithm and set parameters on the fly. Save them into presets."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(1973).Z,width:"247",height:"422"})),(0,l.kt)("h3",{id:"ranking"},"Ranking"),(0,l.kt)("p",null,"Set numerical attributes to distribute node/edge colors, sizes, label colors and label sizes. Right-click on the window to display the ranked list of nodes or edges."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(9161).Z,width:"250",height:"435"})),(0,l.kt)("h3",{id:"partition"},"Partition"),(0,l.kt)("p",null,"Node or edge grouping on attribute or computed metric. A color is assigned to each group, and can be changed by right-clicking on the window."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(1398).Z,width:"242",height:"220"}),"\nGroup List"),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(1391).Z,width:"190",height:"220"}),"\nPie chart"),(0,l.kt)("h3",{id:"statisticsmetrics"},"Statistics/metrics"),(0,l.kt)("p",null,"Run metrics and save reports in HTML. Node and edge computed results are available as attributes."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(2527).Z,width:"212",height:"369"})),(0,l.kt)("h3",{id:"filters"},"Filters"),(0,l.kt)("p",null,"A library of filters is available to combine. Drag the filter (e.g., Degree Range) to build the query, and then set the parameters visually. Finally apply the query output to select elements or to filter them. When filtering is activated, changes appear in real time."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(9111).Z,width:"250",height:"477"})),(0,l.kt)("h3",{id:"timeline"},"Timeline"),(0,l.kt)("p",null,"Move left and right cursors to filter the graph on time intervals."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(366).Z,width:"732",height:"68"})),(0,l.kt)("p",null,"The timeline opens automatically when you open a dynamic network. Enable the timeline to set the time interval. Drag the bounds of the interval using your mouse."),(0,l.kt)("h3",{id:"context"},"Context"),(0,l.kt)("p",null,"Display the number of nodes and edges, the type of the graph and the percentage of visible nodes."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(3117).Z,width:"180",height:"116"})),(0,l.kt)("h3",{id:"edit"},"Edit"),(0,l.kt)("p",null,"View and edit the attributes of a selected node."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(2515).Z,width:"250",height:"244"})),(0,l.kt)("h2",{id:"data-laboratory"},"Data Laboratory"),(0,l.kt)("p",null,"Show node and edge attributes in a table, which also allows for dynamic regexp filtering."),(0,l.kt)("p",null,(0,l.kt)("img",{alt:"image",src:a(6948).Z,width:"1215",height:"528"})),(0,l.kt)("h2",{id:"preview"},"Preview"),(0,l.kt)("h3",{id:"settings"},"Settings"),(0,l.kt)("p",null,"Customizable visuals for vectorial export, which may be saved as 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Importers push data from files, databases or external datasources to a ",(0,i.kt)("inlineCode",{parentName:"p"},"Container"),". The role of the container is to host all data collected by importers (i.e. nodes, edges and attributes). This HowTo is focused on file importers, but the procedure is slightly similar for databases or spigots."),(0,i.kt)("p",null,"Please look at [","[Plugin Quick Start]","] to know how to create a new Netbeans Module. 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See [","[How To Set Module Dependencies]","]."),(0,i.kt)("h3",{id:"create-fileimporterbuilder"},"Create FileImporterBuilder"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("inlineCode",{parentName:"li"},"ImporterBuilder")," is a factory class for building the important instance, all Importers should have their own builder."),(0,i.kt)("li",{parentName:"ul"},"Create a new builder class, for instance ",(0,i.kt)("em",{parentName:"li"},"MyImporterBuilder")," that implements ",(0,i.kt)("inlineCode",{parentName:"li"},"FileImporterBuilder"),"."),(0,i.kt)("li",{parentName:"ul"},"Fill the ",(0,i.kt)("inlineCode",{parentName:"li"},"getFileTypes()")," and ",(0,i.kt)("inlineCode",{parentName:"li"},"getName()")," methods like below, for a single file format supported named ",(0,i.kt)("em",{parentName:"li"},"foo"),".")),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},'public String getName() {\n return "foo";\n}\n \npublic FileType[] getFileTypes() {\n return new FileType[]{new FileType(".foo", "Foo files")};\n}\n')),(0,i.kt)("p",null,"Add ",(0,i.kt)("inlineCode",{parentName:"p"},"@ServiceProvider")," annotation to your builder class. Add the following line before ",(0,i.kt)("em",{parentName:"p"},"MyImporterBuilder")," class definition, as shown below:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = FileImporterBuilder.class)\npublic class MyImporterBuilder implements FileImporterBuilder {\n...\n")),(0,i.kt)("h3",{id:"create-fileimporter"},"Create FileImporter"),(0,i.kt)("p",null,"The importer is where the job will be done. Create a new importer class, for instance ",(0,i.kt)("em",{parentName:"p"},"MyImporter")," that implements ",(0,i.kt)("inlineCode",{parentName:"p"},"FileImporter"),"."),(0,i.kt)("p",null,"Notice the ",(0,i.kt)("inlineCode",{parentName:"p"},"setReader()")," method. That means you will work with a reader instead directly with files. The system is responsible of setting the reader before the importer you're developing will be executed."),(0,i.kt)("p",null,"Add also ",(0,i.kt)("inlineCode",{parentName:"p"},"LongTask")," interface to your class, in order you will be able to use progress and cancel management.\nYour ",(0,i.kt)("em",{parentName:"p"},"MyImporter")," would look like this:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"public class MyImporter implements FileImporter, LongTask {\n \n private Reader reader;\n private ContainerLoader container;\n private Report report;\n private ProgressTicket progressTicket;\n private boolean cancel = false;\n \n public void setReader(Reader reader) {\n this.reader = reader;\n }\n \n public boolean execute(ContainerLoader loader) {\n this.container = loader;\n this.report = new Report();\n //Import\n return !cancel;\n }\n \n public ContainerLoader getContainer() {\n return container;\n }\n \n public Report getReport() {\n return report;\n }\n \n public boolean cancel() {\n cancel = true;\n return true;\n }\n \n public void setProgressTicket(ProgressTicket progressTicket) {\n this.progressTicket = progressTicket;\n }\n}\n")),(0,i.kt)("p",null,"The infrastructure is set, the container for pushing data, the report for pushing logs and errors, and the progress management."),(0,i.kt)("h3",{id:"finish-the-builder"},"Finish the builder"),(0,i.kt)("p",null,"Go back to the ",(0,i.kt)("em",{parentName:"p"},"MyImporterBuilder")," and complete ",(0,i.kt)("inlineCode",{parentName:"p"},"buildImporter()")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"isMatchingImporter()")," methods:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},'public FileImporter buildImporter() {\n return new MyImporter();\n}\n \npublic boolean isMatchingImporter(FileObject fileObject) {\n return fileObject.getExt().equalsIgnoreCase("foo");\n}\n')),(0,i.kt)("h2",{id:"with-settings-ui"},"With settings UI"),(0,i.kt)("p",null,"You can create an ",(0,i.kt)("inlineCode",{parentName:"p"},"ImporterUI")," class for your importer. It is not mandatory and the importer will work normally with default settings."),(0,i.kt)("h3",{id:"create-myimporterui"},"Create MyImporterUI"),(0,i.kt)("p",null,"Create a new ",(0,i.kt)("inlineCode",{parentName:"p"},"ImporterUI")," class, for instance ",(0,i.kt)("em",{parentName:"p"},"MyImporterUI")," that implements ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/io/importer/spi/ImporterUI.html"},(0,i.kt)("inlineCode",{parentName:"a"},"ImporterUI")),"."),(0,i.kt)("p",null,"Your UI class is responsible of providing the JPanel associated to your importer and set settings value to your ",(0,i.kt)("em",{parentName:"p"},"MyImporter")," instance. The system will ask for a JPanel, show a setting dialog and then call ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup()"),". If users validate the settings panel by hitting OK, the ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup()")," method is called with update set as true and ask the UI to write the setting values.\nThe sample below will help you:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},'public class MyImporterUI implements ImporterUI {\n \n private JPanel panel;\n private JCheckBox option;\n private MyImporter importer;\n \n public void setup(Importer importer) {\n this.importer = (MyImporter)importer;\n }\n \n public JPanel getPanel() {\n panel = new JPanel();\n option = new JCheckBox("Option");\n panel.add(option);\n return panel;\n }\n \n public void unsetup(boolean update) {\n if(update) {\n importer.setOption(option.isSelected());\n }\n panel = null;\n importer = null;\n option = null;\n }\n \n public String getDisplayName() {\n return "Importer Foo";\n }\n \n public boolean isUIForImporter(Importer importer) {\n return importer instanceof MyImporter;\n }\n}\n')),(0,i.kt)("p",null,"In the example below, notice the ",(0,i.kt)("inlineCode",{parentName:"p"},"importer.setOption(option.isSelected())")," line. The ",(0,i.kt)("inlineCode",{parentName:"p"},"setOption()")," method doesn't exist in ",(0,i.kt)("em",{parentName:"p"},"MyImporter")," but it shows how to configure it easily."),(0,i.kt)("h3",{id:"register-the-ui"},"Register the UI"),(0,i.kt)("p",null,"Add ",(0,i.kt)("inlineCode",{parentName:"p"},"@ServiceProvider")," annotation to your UI class. Add the following line before ",(0,i.kt)("em",{parentName:"p"},"MyImporterUI")," class definition, as shown below:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = ImporterUI.class)\npublic class MyImporterUIimplements ImporterUI{\n...\n")),(0,i.kt)("h2",{id:"advices"},"Advices"),(0,i.kt)("h3",{id:"how-to-write-a-text-file-importer"},"How to write a text file importer"),(0,i.kt)("p",null,"The best way for text files is to use a ",(0,i.kt)("inlineCode",{parentName:"p"},"LineNumberReader"),".\nOne can get it from the ",(0,i.kt)("inlineCode",{parentName:"p"},"ImportUtils")," class:"),(0,i.kt)("p",null,(0,i.kt)("inlineCode",{parentName:"p"},"LineNumberReader lineReader = ImportUtils.getTextReader(reader);")),(0,i.kt)("h3",{id:"how-to-write-an-xml-file-importer"},"How to write an XML file importer"),(0,i.kt)("p",null,"XML files can be read with different methods (DOM, SAX, StAX) in Java.\n",(0,i.kt)("a",{parentName:"p",href:"http://www.wikiwand.com/en/StAX"},"StAX")," is combining simplicity and efficiency and should be favored to read XML files:"),(0,i.kt)("p",null,(0,i.kt)("inlineCode",{parentName:"p"},"XMLStreamReader xmLReader = ImportUtils.getXMLReader(reader);")),(0,i.kt)("p",null,"Thought it is not recommended to use DOM as it's too much memory consuming, here is how to get a Document from the reader:"),(0,i.kt)("p",null,(0,i.kt)("inlineCode",{parentName:"p"},"Document document = ImportUtils.getXMLDocument(reader);")),(0,i.kt)("h3",{id:"how-to-handle-errors-and-exceptions"},"How to handle errors and exceptions"),(0,i.kt)("p",null,"Warnings and errors are generated by importers to let users get feedback about the import process. Data is rarely clean and perfectly formated, thus it's necessary to give a specific error message for each problem. The report present in your importer class is here for that."),(0,i.kt)("p",null,"Similar as classical logging framework, that is how to log a information message:"),(0,i.kt)("p",null,(0,i.kt)("inlineCode",{parentName:"p"},'report.logIssue(new Issue("The attribute label has been found", Issue.Level.INFO));')),(0,i.kt)("p",null,"There are four levels: ",(0,i.kt)("strong",{parentName:"p"},"INFO"),", ",(0,i.kt)("strong",{parentName:"p"},"WARNING"),", ",(0,i.kt)("strong",{parentName:"p"},"SEVERE"),", ",(0,i.kt)("strong",{parentName:"p"},"CRITICAL"),". Note that the critical level will stop the import process and throw an exception, so it is reserved if the file cannot be read or the XML is not valid for instance.\nAbout exceptions, it is recommended that you throw ",(0,i.kt)("inlineCode",{parentName:"p"},"RuntimeException")," from your execute method. 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Make sure you have ",(0,a.kt)("a",{parentName:"p",href:"https://wiki.gephi.org/index.php/Install_Git_and_Set_Up_GitHub"},"Git and GitHub")," set up before starting."),(0,a.kt)("h2",{id:"checkout-the-gephi-plugins-code"},"Checkout the gephi-plugins code"),(0,a.kt)("p",null,"We prepared an out of the box development environment on the gephi-plugins repository on GitHub. Once downloaded it doesn't need anything else to run a development version of Gephi.\nFork the project on GitHUb and clone the repository (replace username with your login):"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"git clone git@github.com:username/gephi-plugins.git")),(0,a.kt)("p",null,"Now you can open the project in ",(0,a.kt)("a",{parentName:"p",href:"http://netbeans.org/"},"Netbeans"),". Gephi development happens in Netbeans because Gephi is based on the awesome ",(0,a.kt)("a",{parentName:"p",href:"http://platform.netbeans.org/"},"Netbeans Platform"),". The gephi-plugins folder is automatically recognized when opening a project in Netbeans. Right click on the project and select ",(0,a.kt)("strong",{parentName:"p"},"Run")," to start Gephi."),(0,a.kt)("p",null,"You can also run Gephi from the command-line using the ",(0,a.kt)("inlineCode",{parentName:"p"},"ant run")," command."),(0,a.kt)("h2",{id:"create-a-plugin"},"Create a plugin"),(0,a.kt)("ol",null,(0,a.kt)("li",{parentName:"ol"},"In Netbeans, expand the ",(0,a.kt)("strong",{parentName:"li"},"Gephi Plugins")," project and right-click on Modules. Select ",(0,a.kt)("strong",{parentName:"li"},"Add New..."))),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Enter the plugin name: ",(0,a.kt)("em",{parentName:"li"},"MyFirstPlugin")," and click ",(0,a.kt)("strong",{parentName:"li"},"Next"),"."),(0,a.kt)("li",{parentName:"ul"},"In the next panel, enter a unique codebase name, for instance ",(0,a.kt)("em",{parentName:"li"},"org.myname.myfirstplugin")," and click ",(0,a.kt)("strong",{parentName:"li"},"Finish"),"."),(0,a.kt)("li",{parentName:"ul"},"In the Netbeans Project tree, you should see now your module ",(0,a.kt)("em",{parentName:"li"},"MyFirstPlugin"),". Expand it to find its Source Package. Here you will place your code.")),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"image",src:n(4223).Z,width:"616",height:"450"}),"\nNew module Step 1"),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"image",src:n(7710).Z,width:"616",height:"450"}),"\nNew module Step 2"),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"image",src:n(7755).Z,width:"223",height:"128"}),"\nNew module in the Projects tree"),(0,a.kt)("p",null,"You created a plugin, which doesn't do anything for the moment. When you build Gephi, your plugin is now fully integrated. 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0,s={unversionedId:"Plugins/statistics",id:"Plugins/statistics",title:"Statistics",description:"Available statistics",source:"@site/docs/Plugins/Statistics.md",sourceDirName:"Plugins",slug:"/Plugins/statistics",permalink:"/Plugins/statistics",draft:!1,editUrl:"https://github.com/gephi/gephi-documentation/docs/docs/Plugins/Statistics.md",tags:[],version:"current",sidebarPosition:4,frontMatter:{id:"statistics",title:"Statistics",sidebar_position:4},sidebar:"tutorialSidebar",previous:{title:"Layout",permalink:"/Plugins/layout"},next:{title:"Import",permalink:"/Plugins/import"}},o={},p=[{value:"Available statistics",id:"available-statistics",level:2},{value:"Create a new Metric",id:"create-a-new-metric",level:2},{value:"Set Dependencies",id:"set-dependencies",level:3},{value:"Create StatisticsBuilder",id:"create-statisticsbuilder",level:3},{value:"Create Statistics",id:"create-statistics",level:3},{value:"Set LongTask",id:"set-longtask",level:3},{value:"Create 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When you have your plugin module, that we will call ",(0,i.kt)("em",{parentName:"p"},"MyMetric"),", you can start this tutorial."),(0,i.kt)("h3",{id:"set-dependencies"},"Set Dependencies"),(0,i.kt)("p",null,"Add ",(0,i.kt)("inlineCode",{parentName:"p"},"StatisticsAPI"),", ",(0,i.kt)("inlineCode",{parentName:"p"},"GraphAPI")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"AttributesAPI")," modules as dependencies for your plugin module ",(0,i.kt)("em",{parentName:"p"},"MyMetric"),". See [","[How To Set Module Dependencies]","]. Also add ",(0,i.kt)("inlineCode",{parentName:"p"},"LongTaskAPI")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"Lookup"),", which will be used."),(0,i.kt)("h3",{id:"create-statisticsbuilder"},"Create StatisticsBuilder"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Statistics Builder provides information about the metric algorithm and is responsible for creating your Statistics algorithm instances. All metric algorithms should have their own builder."),(0,i.kt)("li",{parentName:"ul"},"Create a new builder class, for instance ",(0,i.kt)("inlineCode",{parentName:"li"},"MyMetricBuilder")," that implements ",(0,i.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api/org/gephi/statistics/spi/StatisticsBuilder.html"},(0,i.kt)("inlineCode",{parentName:"a"},"StatisticsBuilder")),"."),(0,i.kt)("li",{parentName:"ul"},"Fill ",(0,i.kt)("inlineCode",{parentName:"li"},"getName()")," method by returning a display name like ",(0,i.kt)("em",{parentName:"li"},"My Metric"),". Leaves other methods untouched for the moment."),(0,i.kt)("li",{parentName:"ul"},"Add ",(0,i.kt)("inlineCode",{parentName:"li"},"@ServiceProvider")," annotation to your builder class. Add the following line before ",(0,i.kt)("em",{parentName:"li"},"MyMetricBuilder")," class definition, as shown below:")),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = StatisticsBuilder.class)\npublic class MyMetricBuilder implements StatisticsBuilder {\n...\n")),(0,i.kt)("h3",{id:"create-statistics"},"Create Statistics"),(0,i.kt)("p",null,"Create a new class that implements ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/statistics/spi/Statistics.html"},(0,i.kt)("inlineCode",{parentName:"a"},"Statistics"))," and name it ",(0,i.kt)("em",{parentName:"p"},"MyMetric"),". This is the place the algorithm belongs.\nLocate the ",(0,i.kt)("inlineCode",{parentName:"p"},"execute()")," method, you will add your code here. The ",(0,i.kt)("inlineCode",{parentName:"p"},"getReport()")," method should return plain text or HTML text that describe the algorithm execution. 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The user interfaces is defined here and allows to be automatically added to the ",(0,i.kt)("inlineCode",{parentName:"p"},"Statistics")," module in Gephi.\nAdd ",(0,i.kt)("inlineCode",{parentName:"p"},"@ServiceProvider")," annotation to your UI class. 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The position control the order the metric front-end are displayed. Returns a value between 1 and 1000, that indicates the position. Less means upper."),(0,i.kt)("p",null,"Now create a new JPanel for your metric settings panel. Name it ",(0,i.kt)("em",{parentName:"p"},"MyMetricPanel"),". Add setters and getters for all properties users can edit. Let's say the panel gives the choice on the graph type and has ",(0,i.kt)("inlineCode",{parentName:"p"},"isDirected()")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"setDirected()")," methods."),(0,i.kt)("p",null,"Now the ",(0,i.kt)("inlineCode",{parentName:"p"},"setup()")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup()")," are filled. 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",(0,n.kt)("strong",{parentName:"li"},"Internet"),": a symmetrized snapshot of the structure of the Internet at the level of autonomous systems, reconstructed from BGP tables posted by the ",(0,n.kt)("a",{parentName:"li",href:"http://routeviews.org/"},"University of Oregon Route Views Project"),". This snapshot was created by Mark Newman on July 22, 2006 and was not previously published.")),(0,n.kt)("h2",{id:"social-networks"},"Social networks"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/lesmiserables.gml.zip"},"GML file"),". ",(0,n.kt)("strong",{parentName:"li"},"Les Miserables"),": coappearance weighted network of characters in the novel Les Miserables. D. E. Knuth, The Stanford GraphBase: A Platform for Combinatorial Computing, Addison-Wesley, Reading, MA (1993)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/ht2009_15min.gexf.gz"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"Hypertext 2009 dynamic contact network"),": contact network during the Hypertext 2009 conference. Source: ",(0,n.kt)("a",{parentName:"li",href:"http://www.sociopatterns.org/datasets/hypertext-2009-dynamic-contact-network/"},"Sociopatterns.org"),"."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://zenodo.org/record/4612153#.YFIuQi1Xaw4"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"CLASS OF 1880/81"),": friendship network of a German boys' school class from 1880/1881. It's based on the probably first ever primarily collected social network dataset, assembled by the primary school teacher Johannes Delitsch. The data was reanalyzed and compiled for the article: ",(0,n.kt)("a",{parentName:"li",href:"http://www.sciencedirect.com/science/article/pii/S0378873313000865"},"Heidler, R., Gamper, M., Herz, A., E\xdfer, F. (2014): Relationship patterns in the 19th century: The friendship network in a German boys' school class from 1880 to 1881 revisited. Social Networks 13: 1--13."),"."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/karate.gml.zip"},"GML file"),". ",(0,n.kt)("strong",{parentName:"li"},"Zachary's karate club"),": social network of friendships between 34 members of a karate club at a US university in the 1970s. W. W. Zachary, An information flow model for conflict and fission in small groups, Journal of Anthropological Research 33, 452-473 (1977)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/netscience.gml.zip"},"GML file"),". ",(0,n.kt)("strong",{parentName:"li"},"Coauthorships in network science"),": coauthorship network of scientists working on network theory and experiment, as compiled by M. Newman in May 2006. A figure depicting the largest component of this network can be found here. M. E. J. Newman, Phys. Rev. E 74, 036104 (2006)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/cpan-authors.gexf.zip"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"CPAN authors"),": CPAN Explorer is a visualization project aiming at analyzing the relationships between the developers and the packages of the Perl language, known as the CPAN community. This snapshot was created by Linkfluence in July 2009. This file contains the network of developers, linked when they use the same Perl module. Original data can be found ",(0,n.kt)("a",{parentName:"li",href:"http://cpan-explorer.org/"},"here"),"."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/cpan-distributions.gexf.zip"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"CPAN distributions"),": CPAN Explorer is a visualization project aiming at analyzing the relationships between the developers and the packages of the Perl language, known as the CPAN community. This snapshot was created by Linkfluence in July 2009. This file contains the network of Perl modules dependencies. Orginal data can be found ",(0,n.kt)("a",{parentName:"li",href:"http://cpan-explorer.org/"},"here"),"."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/jazz.net.zip"},"NET file"),". ",(0,n.kt)("strong",{parentName:"li"},"Jazz musicians network"),": List of edges of the network of Jazz musicians. P.Gleiser and L. Danon , Adv. Complex Syst.6, 565 (2003)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://franck.lumberjaph.net/graphs.tgz"},"TGZ file"),". ",(0,n.kt)("strong",{parentName:"li"},"Github open source developers"),": See ",(0,n.kt)("a",{parentName:"li",href:"https://github.com/franckcuny/blog/blob/master/posts/2010-03-25-github-explorer.md/"},"https://github.com/franckcuny/blog/blob/master/posts/2010-03-25-github-explorer.md/")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/OClinks_w.dl.zip"},"DL file"),". ",(0,n.kt)("strong",{parentName:"li"},"Online Social Network")," 1899 nodes - Opsahl, T., Panzarasa, P., 2009. Clustering in weighted networks. Social Networks 31 (2), 155-163"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/hero-social-network.gephi"},"GEPHI file"),". ",(0,n.kt)("strong",{parentName:"li"},"The Marvel Social Network")," Networks of super heroes, constructed by Cesc Rossell\xf3, Ricardo Alberich, and Joe Miro from the University of the Balearic Islands. Collected by ",(0,n.kt)("a",{parentName:"li",href:"http://www.infochimps.com/datasets/marvel-universe-social-graph"},"Infochimps")," and transformed & enhanced by Kai Chang."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/comic-hero-network.gdf.zip"},"GDF file"),". ",(0,n.kt)("strong",{parentName:"li"},"Comic and Hero Network")," Same data as above, but this includes the comics the heroes appear in."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://rankinfo.pkqs.net/twittercrawl.dot.gz"},"DOT file"),". ",(0,n.kt)("strong",{parentName:"li"},"Twitter mentions and retweets")," of some part of the Twitter network. The file is updated from time to time."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://www.sociopatterns.org/datasets/primary-school-cumulative-networks/"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"Contact networks")," in a primary school, SocioPatterns team, 2011."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://github.com/mbingenheimer/ChineseBuddhism_SNA"},"GEXF file"),". ",(0,n.kt)("strong",{parentName:"li"},"Historical Social Network of Chinese Buddhism \u6f22\u50b3\u4f5b\u6559\u6b77\u53f2\u793e\u6703\u7db2\u7d61")," 17,000+ persons, 25,000+ connections.")),(0,n.kt)("h2",{id:"biological-networks"},"Biological networks"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/datasets/diseasome.gexf.zip"},"GEXF"),". ",(0,n.kt)("strong",{parentName:"li"},"Diseasome"),": A network of disorders and disease genes linked by known disorder\u2013gene associations, indicating the common genetic origin of many diseases. Genes associated with similar disorders show both higher likelihood of physical interactions between their products and higher expression profiling similarity for their transcripts, supporting the existence of distinct disease-specific functional modules. The original dataset can be found here: The Human Disease Network, Goh K-I, Cusick ME, Valle D, Childs B, Vidal M, Barab\xe1si A-L (2007), Proc Natl Acad Sci USA 104:8685-8690"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://gephi.org/datasets/celegans.gexf.zip"},"GEXF"),". ",(0,n.kt)("strong",{parentName:"li"},"C. Elegans neural network"),": A directed, weighted network representing the neural network of C. Elegans. Data compiled by D. Watts and S. Strogatz and made available on the web here. Please cite D. J. Watts and S. H. Strogatz, Nature 393, 440-442 (1998). Original experimental data taken from J. G. White, E. Southgate, J. N. Thompson, and S. Brenner, Phil. Trans. R. Soc. London 314, 1-340 (1986)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/yeast.gexf.zip"},"GEXF"),". ",(0,n.kt)("strong",{parentName:"li"},"Yeast"),": Protein-Protein interaction network in yeast. Original data can be found ",(0,n.kt)("a",{parentName:"li",href:"http://vlado.fmf.uni-lj.si/pub/networks/data/bio/Yeast/Yeast.htm"},"here"),".")),(0,n.kt)("h2",{id:"infrastructure-networks"},"Infrastructure networks"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/power.gml.zip"},"GML"),". ",(0,n.kt)("strong",{parentName:"li"},"Power grid"),": An undirected, unweighted network representing the topology of the Western States Power Grid of the United States. Data compiled by D. Watts and S. Strogatz and made available on the web here. Please cite D. J. Watts and S. H. Strogatz, Nature 393, 440-442 (1998)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/airlines.graphml.zip"},"GRAPHML"),". ",(0,n.kt)("strong",{parentName:"li"},"Airlines"),": unknown source."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/us-air97.net.zip"},"NET"),". ",(0,n.kt)("strong",{parentName:"li"},"US Air97"),": North American Transportation Atlas Data (NORTAD). Original data can be found ",(0,n.kt)("a",{parentName:"li",href:"http://vlado.fmf.uni-lj.si/pub/networks/pajek/data/gphs.htm"},"here"),".")),(0,n.kt)("h2",{id:"other-networks"},"Other networks"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/codeminer.gexf.zip"},"GEXF"),". ",(0,n.kt)("strong",{parentName:"li"},"Java code"),": Source code structure of a Java program, by S.Heymann & J.Palmier, 2008."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/photoviz-dynamic.gexf.zip"},"GEXF"),". ",(0,n.kt)("strong",{parentName:"li"},"Dynamic Java code"),": Dynamic source code structure of a Java program by evolution of commits on the SVN, by S.Heymann & J.Bilcke, 2008."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/word_adjacencies.gml.zip"},"GML"),". ",(0,n.kt)("strong",{parentName:"li"},"Word adjacencies"),": adjacency network of common adjectives and nouns in the novel David Copperfield by Charles Dickens. Please cite M. E. J. Newman, Phys. Rev. E 74, 036104 (2006)."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/wordnet3.net.zip"},"NET"),". ",(0,n.kt)("strong",{parentName:"li"},"Wordnet English dictionary"),": unknown source."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/hex.dot.zip"},"DOT"),". ",(0,n.kt)("strong",{parentName:"li"},"Abstract mesh"),": 331 nodes.")),(0,n.kt)("h2",{id:"sources"},"Sources"),(0,n.kt)("p",null,"Some of the above datasets are from:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://www-personal.umich.edu/~mejn/netdata/"},"Mark Newman")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://deim.urv.cat/~aarenas/data/welcome.htm"},"Alexandre Arenas")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://www.nd.edu/~networks/resources.htm"},"Albert-L\xe1szl\xf3 Barab\xe1si")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://vlado.fmf.uni-lj.si/pub/networks/pajek/data/gphs.htm"},"Vladimir Batagelj and Andrej Mrvar")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://toreopsahl.com/datasets/"},"Tore Opsahl"))),(0,n.kt)("h2",{id:"other-network-data-repositories"},"Other network data repositories"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://cdg.columbia.edu/cdg/datasets"},"Duncan Watts")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://kevinchai.net/datasets/"},"Kevin Chai")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://iv.slis.indiana.edu/db/index.html"},"Indiana University")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://www.trustlet.org/wiki/Trust_network_datasets#Released_datasets"},"Trust networks dataset at trustlet.org")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://cfinder.org/data"},"Data sets at CFinder.org")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://snap.stanford.edu/data"},"SNAP data")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://networkdata.ics.uci.edu/"},"UC Irvine Network Data Repository")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://topology-zoo.org/"},"The Internet Topology Zoo")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"http://webscope.sandbox.yahoo.com/catalog.php?datatype=g"},"Yahoo! Graph Datasets"))))}d.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/assets/js/6154b2f8.1456f3bf.js b/assets/js/6154b2f8.1456f3bf.js new file mode 100644 index 0000000..eaa907d --- /dev/null +++ b/assets/js/6154b2f8.1456f3bf.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkgephi_documentation=self.webpackChunkgephi_documentation||[]).push([[7327],{3905:(e,t,n)=>{n.d(t,{Zo:()=>p,kt:()=>c});var a=n(7294);function i(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function r(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function o(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?r(Object(n),!0).forEach((function(t){i(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):r(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function l(e,t){if(null==e)return{};var n,a,i=function(e,t){if(null==e)return{};var n,a,i={},r=Object.keys(e);for(a=0;a<r.length;a++)n=r[a],t.indexOf(n)>=0||(i[n]=e[n]);return i}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(a=0;a<r.length;a++)n=r[a],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(i[n]=e[n])}return i}var s=a.createContext({}),d=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):o(o({},t),e)),n},p=function(e){var t=d(e.components);return a.createElement(s.Provider,{value:t},e.children)},g={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},A=a.forwardRef((function(e,t){var n=e.components,i=e.mdxType,r=e.originalType,s=e.parentName,p=l(e,["components","mdxType","originalType","parentName"]),A=d(n),c=i,u=A["".concat(s,".").concat(c)]||A[c]||g[c]||r;return n?a.createElement(u,o(o({ref:t},p),{},{components:n})):a.createElement(u,o({ref:t},p))}));function c(e,t){var n=arguments,i=t&&t.mdxType;if("string"==typeof e||i){var r=n.length,o=new Array(r);o[0]=A;var l={};for(var s in t)hasOwnProperty.call(t,s)&&(l[s]=t[s]);l.originalType=e,l.mdxType="string"==typeof e?e:i,o[1]=l;for(var d=2;d<r;d++)o[d]=n[d];return a.createElement.apply(null,o)}return a.createElement.apply(null,n)}A.displayName="MDXCreateElement"},1488:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>o,default:()=>g,frontMatter:()=>r,metadata:()=>l,toc:()=>d});var a=n(7462),i=(n(7294),n(3905));const r={id:"Import_Dynamic_Data",title:"Import Dynamic Data",sidebar_position:6},o=void 0,l={unversionedId:"User_Manual/Import_Dynamic_Data",id:"User_Manual/Import_Dynamic_Data",title:"Import Dynamic Data",description:"Longitudinal (also called dynamic) networks are simply networks that evolve chronologically. If you imagine the network of your friends, the number of nodes, connections and attribute values grow and change as time passes. We call these dynamic attributes, because they have values associated with a particular moment.",source:"@site/docs/User_Manual/Import_Dynamic_Data.md",sourceDirName:"User_Manual",slug:"/User_Manual/Import_Dynamic_Data",permalink:"/User_Manual/Import_Dynamic_Data",draft:!1,editUrl:"https://github.com/gephi/gephi-documentation/docs/docs/User_Manual/Import_Dynamic_Data.md",tags:[],version:"current",sidebarPosition:6,frontMatter:{id:"Import_Dynamic_Data",title:"Import Dynamic Data",sidebar_position:6},sidebar:"tutorialSidebar",previous:{title:"Import CSV Data",permalink:"/User_Manual/Import_CSV_Data"},next:{title:"First contact with Gephi",permalink:"/User_Manual/Official_Videos/01-first-contact-with-gephi"}},s={},d=[{value:"Import from GEXF File",id:"import-from-gexf-file",level:2},{value:"Basic example",id:"basic-example",level:3},{value:"Dynamic attributes",id:"dynamic-attributes",level:3},{value:"Dynamic weight",id:"dynamic-weight",level:3},{value:"Transform existing column in Time Interval",id:"transform-existing-column-in-time-interval",level:2},{value:"Use Time Frame Import with several static files",id:"use-time-frame-import-with-several-static-files",level:2},{value:"Dataset",id:"dataset",level:3},{value:"Import in Gephi",id:"import-in-gephi",level:3}],p={toc:d};function g(e){let{components:t,...r}=e;return(0,i.kt)("wrapper",(0,a.Z)({},p,r,{components:t,mdxType:"MDXLayout"}),(0,i.kt)("p",null,"Longitudinal (also called dynamic) networks are simply networks that evolve chronologically. If you imagine the network of your friends, the number of nodes, connections and attribute values grow and change as time passes. We call these dynamic attributes, because they have values associated with a particular moment."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"intro-longitudinal",src:n(9893).Z,width:"366",height:"255"})),(0,i.kt)("p",null,(0,i.kt)("em",{parentName:"p"},"Longitudinal Networks")),(0,i.kt)("p",null,"There are two ways to model a longitudinal network, either a collection of networks where each network is a particular point in time (a day, a month, ...) or a slice network where each element has an interval of existence. This can also be described as Discrete vs. Continuous representations of time. Gephi uses the latter, also known as ",(0,i.kt)("strong",{parentName:"p"},"Intervals"),", because it's more flexible."),(0,i.kt)("p",null,(0,i.kt)("strong",{parentName:"p"},"For example:")),(0,i.kt)("p",null,"Imagine a network of three nodes for the years 2007, 2008 and 2009. The years these nodes are present can be represented either as distinct points in time or as time intervals (as pictured on the left and right sides of the arrow below, respectively). "),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"importdynamics-intervals",src:n(461).Z,width:"468",height:"95"})),(0,i.kt)("p",null,"The second node, 'n2', is present during all three years and is represented by brackets enclosing the first and last years ","[2007, 2009]",". Gephi automatically includes any dates, such as 2008, within this range. The first node, 'n1', however, is closed with a parenthesis rather than a bracket. This means the node was present in 2008 but ",(0,i.kt)("strong",{parentName:"p"},"NOT")," in 2009."),(0,i.kt)("p",null,"Technically speaking, brackets are used for closed (also known as inclusive) intervals, while parentheses represent open intervals. In other words, dates enclosed within two brackets include both the startpoint and endpoint, whereas dates enclosed within two parentheses begins ",(0,i.kt)("strong",{parentName:"p"},"after")," the startpoint and ends ",(0,i.kt)("strong",{parentName:"p"},"before")," the endpoint. Half-closed intervals that incorporate both, like the [2007, 2009) example above, are also possible."),(0,i.kt)("p",null,"Check the Data Laboratory to see how intervals are created for each node or edge. When the network is longitudinal, a Time Interval column is present that shows when the interval is present in the graph. You can visualize this by clicking the checkbox next to 'Time intervals as graphics' in the Configuration tab of the Data Laboratory. After enabling the timeline, be sure to adjust the size of the window of the sliding filter of your timeline, otherwise you will receive an error stating that Gephi \"cannot animate timeline without an animation interval.\""),(0,i.kt)("h2",{id:"import-from-gexf-file"},"Import from GEXF File"),(0,i.kt)("p",null,"The ",(0,i.kt)("a",{parentName:"p",href:"http://gexf.net/format"},"GEXF")," format includes everything needed to represent longitudinal networks with intervals. You define a single network but add 'start' and 'end' attributes to set when a node/edge appears or vanish."),(0,i.kt)("h3",{id:"basic-example"},"Basic example"),(0,i.kt)("p",null,"Below is our earlier example with three nodes from 2007 to 2009, but we've added edges to complete the example graph."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<?xml version="1.0" encoding="UTF-8"?>\n<gexf xmlns="http://www.gexf.net/1.1draft"\n xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"\n xsi:schemaLocation="http://www.gexf.net/1.1draft\n http://www.gexf.net/1.1draft/gexf.xsd"\n version="1.1">\n <graph mode="dynamic" defaultedgetype="directed">\n <nodes>\n <node id="n1" label="Node 1" start="2007" endopen="2009" />\n <node id="n2" label="Node 2" start="2007" end="2009" />\n <node id="n3" label="Node 3" start="2008" end="2009" />\n </nodes>\n <edges>\n <edge source="n1" target="n2" />\n <edge source="n1" target="n3" start="2008"/>\n <edge source="n3" target="n2" start="2008" endopen="2009"/>\n </edges>\n </graph>\n</gexf>\n')),(0,i.kt)("p",null,(0,i.kt)("strong",{parentName:"p"},"Notice the following important points:")),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"We set ",(0,i.kt)("strong",{parentName:"li"},'mode="dynamic"')," to the ",(0,i.kt)("strong",{parentName:"li"},"graph")," element, that is needed, as GEXF can represent static graphs as well"),(0,i.kt)("li",{parentName:"ul"},"Use ",(0,i.kt)("strong",{parentName:"li"},"start")," and ",(0,i.kt)("strong",{parentName:"li"},"end")," for closed intervals (ex: ","[2007, 2009]",") and ",(0,i.kt)("strong",{parentName:"li"},"startopen")," and ",(0,i.kt)("strong",{parentName:"li"},"endopen")," for open (ex: (2008, 2009))"),(0,i.kt)("li",{parentName:"ul"},"Start and end dates for each element are optional. Leaving these empty will create an ","[-infinity, +infinity]"," interval. If only one bound is defined like for the second edge, it becomes ","[2009, +infinity]",".")),(0,i.kt)("p",null,"The GEXF specifications, including dynamics, are available in the ",(0,i.kt)("a",{parentName:"p",href:"http://gexf.net/format/primer.html"},"GEXF Primer"),"."),(0,i.kt)("h3",{id:"dynamic-attributes"},"Dynamic attributes"),(0,i.kt)("p",null,"The example above described how to represent the network topology over time, where nodes and edges are added or remove. Now let's see how to represent values changing over time, for example 'Price'. Below is the same network with a ",(0,i.kt)("strong",{parentName:"p"},"price")," attribute. The attribute definition in the ",(0,i.kt)("inlineCode",{parentName:"p"},"<attribute> "),"element is the same as it would be for a static GEXF, but the way that values are written has changed."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<gexf xmlns="http://www.gexf.net/1.1draft"\n xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"\n xsi:schemaLocation="http://www.gexf.net/1.1draft\n http://www.gexf.net/1.1draft/gexf.xsd"\n version="1.1">\n <graph mode="dynamic" defaultedgetype="directed">\n <attributes class="node" mode="dynamic">\n <attribute id="price" title="Price" type="float"/>\n </attributes>\n <nodes>\n <node id="n1" label="Node 1" start="2007" endopen="2009" >\n <attvalues>\n <attvalue for="price" value="25.5" start="2007"/>\n <attvalue for="price" value="42.5" start="2008"/>\n </attvalues>\n </node>\n <node id="n2" label="Node 2" start="2007" end="2009" >\n <attvalues>\n <attvalue for="price" value="12" start="2008"/>\n </attvalues>\n </node>\n <node id="n3" label="Node 3" start="2008" end="2009" >\n <attvalues>\n <attvalue for="price" value="40.5" start="2008" end="2009" />\n </attvalues>\n </node>\n </nodes>\n <edges>\n <edge source="n1" target="n2" />\n <edge source="n1" target="n3" start="2008"/>\n <edge source="n3" target="n2" start="2008" endopen="2009"/>\n </edges>\n </graph>\n</gexf>\n')),(0,i.kt)("p",null,"Keep in mind the following "),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"To represent several values over time, the idea is to repeat the same ",(0,i.kt)("strong",{parentName:"li"},"attvalue")," for each period, with the same for but with different values and ",(0,i.kt)("strong",{parentName:"li"},"start/end")),(0,i.kt)("li",{parentName:"ul"},"It's not mandatory to set a value everywhere, in case of missing the default value is used"),(0,i.kt)("li",{parentName:"ul"},"For the node 'n2', the value '12' starts in 2008 and no end period is specified. That gives the interval ","[2008, +infinity]"," which means the value remains '12' in 2009 and after.")),(0,i.kt)("p",null,"The GEXF specifications, including dynamics attributes are available in the ",(0,i.kt)("a",{parentName:"p",href:"https://gephi.org/gexf/format/primer.html"},"GEXF Primer"),"."),(0,i.kt)("h3",{id:"dynamic-weight"},"Dynamic weight"),(0,i.kt)("p",null,"Normally an edge's weight is directly defined in the edge element with a particular value. Defining a dynamic ",(0,i.kt)("strong",{parentName:"p"},"weight")," attribute overrides this value and provides dynamic weight support."),(0,i.kt)("p",null,"The rule is to define an edge attribute with the ",(0,i.kt)("strong",{parentName:"p"},"weight")," keyword for identifier. Then, use multiple 'attvalue' like explained above to set different values over time."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<attributes class="edge" mode="dynamic">\n <attribute id="weight" title="Weight" type="float"/>\n</attributes>\n')),(0,i.kt)("h2",{id:"transform-existing-column-in-time-interval"},"Transform existing column in Time Interval"),(0,i.kt)("p",null,"Imagine a social network where each node represents a friend of yours and one of the attribute columns is the date you met. In order to transform this column into a dynamic interval take the following steps:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 1:")," Click on ",(0,i.kt)("strong",{parentName:"li"},"Merge Columns")," manipulator in the Data Laboratory.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"transformlongitudinal-datalab1",src:n(8101).Z,width:"177",height:"133"})),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 2:")," From the available columns on the left, add the column or columns (if you have both a start and end period) you want to use to create the time interval. Then select ",(0,i.kt)("strong",{parentName:"li"},"Create time interval")," from the available merge strategies.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"transformlongitudinal-datalab2",src:n(6866).Z,width:"430",height:"407"})),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 3:")," Select which column is the start and which is the end (or leave this blank if no end exists). If the column is numerical (integer, float, double), select ",(0,i.kt)("strong",{parentName:"li"},"Parse numbers"),". If the data are date strings, they can also be parsed and transformed into a time interval. Our 'First Met' column is just the day in the year, just a number.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"transformlongitudinal-datalab3",src:n(8750).Z,width:"321",height:"507"})),(0,i.kt)("h2",{id:"use-time-frame-import-with-several-static-files"},"Use Time Frame Import with several static files"),(0,i.kt)("p",null,(0,i.kt)("strong",{parentName:"p"},"NOTE: Outdated for Gephi 0.9.1, this documentation needs to be updated. Check ",(0,i.kt)("a",{parentName:"strong",href:"https://github.com/gephi/gephi/issues/1546"},"https://github.com/gephi/gephi/issues/1546"))),(0,i.kt)("p",null,'This method can create a longitudinal network from a set of static "snaphsots" files. If you have a complete network at different point in time and want to see how both the network and its attributes changes over time this is the right method.'),(0,i.kt)("p",null,"Note that this method implementation is still experimental and may not work in all cases. Be sure to verify the following points:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Your node identifiers are ",(0,i.kt)("strong",{parentName:"li"},"exactly")," the same between the files. If not, at least the labels are (you can choose in the wizard)."),(0,i.kt)("li",{parentName:"ul"},"If GEXF, your network mode is set at ",(0,i.kt)("strong",{parentName:"li"},"static")),(0,i.kt)("li",{parentName:"ul"},"There is no previous graph in the workspace when you start importing Time Frame"),(0,i.kt)("li",{parentName:"ul"},"Attribute columns are the same in all files")),(0,i.kt)("h3",{id:"dataset"},"Dataset"),(0,i.kt)("p",null,"We can take for instance three GEXF files and say each of this file is for a particular year, the network in 2007, in 2008 and in 2009."),(0,i.kt)("p",null,"The ",(0,i.kt)("strong",{parentName:"p"},"static")," network in 2007, notice the price attribute:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<?xml version="1.0" encoding="UTF-8"?>\n<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">\n <graph mode="static" defaultedgetype="directed">\n <attributes class="node" type="static">\n <attribute id="price" title="Price" type="int"/>\n </attributes>\n <nodes>\n <node id="1" label="Node 1">\n <attvalue for="price" value="12"/>\n </node>\n <node id="2" label="Node 2">\n <attvalue for="price" value="8"/>\n </node>\n <node id="3" label="Node 3">\n <attvalue for="price" value="5"/>\n </node>\n </nodes>\n <edges>\n <edge source="1" target="2" weight="1" />\n <edge source="1" target="3" weight="2" />\n </edges>\n </graph>\n</gexf>\n')),(0,i.kt)("p",null,"The ",(0,i.kt)("strong",{parentName:"p"},"static")," network in 2008, the node '3' disappeared and a node '4' appears. Prices and edge's weight have changed also."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<?xml version="1.0" encoding="UTF-8"?>\n<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">\n <graph mode="static" defaultedgetype="directed">\n <attributes class="node" type="static">\n <attribute id="price" title="Price" type="int"/>\n </attributes>\n <nodes>\n <node id="1" label="Node 1">\n <attvalue for="price" value="15"/>\n </node>\n <node id="2" label="Node 2">\n <attvalue for="price" value="6"/>\n </node>\n <node id="4" label="Node 4">\n <attvalue for="price" value="8"/>\n </node>\n </nodes>\n <edges>\n <edge source="1" target="2" weight="4" />\n <edge source="1" target="4" weight="3" />\n <edge source="2" target="4" weight="1" />\n </edges>\n </graph>\n</gexf>\n')),(0,i.kt)("p",null,"The ",(0,i.kt)("strong",{parentName:"p"},"static")," network in 2009, the node '3' is back, the node '2' is gone and priced changed again."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-xml"},'<?xml version="1.0" encoding="UTF-8"?>\n<gexf xmlns="http://www.gexf.net/1.1draft" version="1.1">\n <graph mode="static" defaultedgetype="directed">\n <attributes class="node" type="static">\n <attribute id="price" title="Price" type="int"/>\n </attributes>\n <nodes>\n <node id="1" label="Node 1">\n <attvalue for="price" value="10"/>\n </node>\n <node id="3" label="Node 3">\n <attvalue for="price" value="3"/>\n </node>\n <node id="4" label="Node 4">\n <attvalue for="price" value="12"/>\n </node>\n </nodes>\n <edges>\n <edge source="1" target="3" weight="5" />\n </edges>\n </graph>\n</gexf>\n')),(0,i.kt)("h3",{id:"import-in-gephi"},"Import in Gephi"),(0,i.kt)("p",null,"Do the following steps on a clear project to import your dataset:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 1:")," Import the first file and select ",(0,i.kt)("strong",{parentName:"li"},"Time Frame")," in the import report, click on OK. That will display a settings dialog.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"importtimeframe1",src:n(2885).Z,width:"581",height:"410"})),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 2:")," Select either a Date or a real number as a time format. Real numbers is the default choice, here we put the year 2007. Click on OK, the file is imported.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"importtimeframe2",src:n(1150).Z,width:"515",height:"425"})),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("strong",{parentName:"li"},"Step 3:")," You can now do the same for all other files, in a chronological order. For the second file select 2008, then 2009 etc.")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"importtimeframe3",src:n(8064).Z,width:"513",height:"426"})),(0,i.kt)("p",null,"The result is a longitudinal network in Gephi where nodes and edges have time intervals according how they were present in the different files. Similarly all attributes are dynamic attributes. The 'Price' attribute in the dataset in a ",(0,i.kt)("strong",{parentName:"p"},"DYNAMIC_INTEGER")," column and each value is associated with its interval. Moreover the edge's weight itself is dynamic."))}g.isMDXComponent=!0},9893:(e,t,n)=>{n.d(t,{Z:()=>a});const 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Layout"),(0,n.kt)("p",null,"This How To shows how to create a new layout algorithm in Gephi."),(0,n.kt)("p",null,"Please look at [","[Plugin Quick Start]","] to know how to create a new Netbeans Module. 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Add the following line before ",(0,n.kt)("em",{parentName:"li"},"MyLayoutBuilder")," class definition, as shown below:")),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre",className:"language-java"},"import org.openide.util.lookup.ServiceProvider;\n \n@ServiceProvider(service = LayoutBuilder.class)\npublic class MyLayoutBuilder implements LayoutBuilder {\n...\n")),(0,n.kt)("h3",{id:"create-layout"},"Create Layout"),(0,n.kt)("p",null,"Create a new class that implements ",(0,n.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/layout/spi/Layout.html"},(0,n.kt)("inlineCode",{parentName:"a"},"Layout")),". This is the place the algorithm belongs."),(0,n.kt)("p",null,"Methods ",(0,n.kt)("inlineCode",{parentName:"p"},"canAlgo()"),", ",(0,n.kt)("inlineCode",{parentName:"p"},"initAlgo()"),", ",(0,n.kt)("inlineCode",{parentName:"p"},"goAlgo()")," and ",(0,n.kt)("inlineCode",{parentName:"p"},"endAlgo()")," are the logic of the algorithm. 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In that example, it was required to change the platform name to "Gephi 0.8 beta", since the Gephi 0.8 alpha and beta have the same identifier, namely "Gephi 0.8 alpha".'),(0,o.kt)("p",null,"As you can see, two Gephi platforms have been registered."),(0,o.kt)("p",null,(0,o.kt)("img",{alt:"addnetbeansplatformdone",src:i(5758).Z,width:"776",height:"520"})),(0,o.kt)("h2",{id:"build-a-plugin"},"Build a Plugin"),(0,o.kt)("p",null,"To build a plugin, it requires to:"),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},"Create a module suite, event if your suite contains only one plugin, and make this suite use the Gephi platform;"),(0,o.kt)("li",{parentName:"ol"},"Create a plugin in the module suite."),(0,o.kt)("li",{parentName:"ol"},"Add as dependencies of your modules the NetBeans and Gephi modules containing the functionalities required.")),(0,o.kt)("h3",{id:"creation-of-a-module-suite"},"Creation of a Module Suite"),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},'Click on "New|New Project";',(0,o.kt)("ol",{parentName:"li"},(0,o.kt)("li",{parentName:"ol"},'In Categories, choose "NetBeans Modules, and "Module Suite" in projects, then click on the ',(0,o.kt)("inlineCode",{parentName:"li"},"Next")," button;"),(0,o.kt)("li",{parentName:"ol"},"Configure the name, locations at your will."),(0,o.kt)("li",{parentName:"ol"},"Choose the NetBeans Plaform you want to use. 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Use TextEdit to edit the file."),(0,a.kt)("li",{parentName:"ul"},"On ",(0,a.kt)("strong",{parentName:"li"},"Linux"),", go into your application directory and then into the ",(0,a.kt)("inlineCode",{parentName:"li"},"etc")," folder. Edit the file with a text editor.")),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"To use Gephi with more than ~1.5GB of memory, which could happen with very large graphs, you need to use A 64-bit version of Java. See following section.")),(0,a.kt)("h3",{id:"64-bit"},"64-bit"),(0,a.kt)("p",null,"Gephi has been successfully tested on 64-bit architecture (AMD64, Intel Core 2 Duo, Intel Core i7), 64 bits OS (Windows Vista 64-bit, Windows 7 64-bit) and 64-bit version of Java (JVM 64-Bit Server). To use more than ~1.5GB of memory in Gephi, which could happen with very large graphs, you need to have a 64-bit architecture, OS and a 64-bit JVM. 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Edit ",(0,a.kt)("inlineCode",{parentName:"p"},"gephi.conf")," as described in the upper section, uncomment the jdkhome line and set the JRE or JDK path."),(0,a.kt)("h2",{id:"where-are-user-files"},"Where are user files?"),(0,a.kt)("p",null,"Locate and delete gephi user directory to clean your installation."),(0,a.kt)("p",null,"On Windows 2K/XP, user directory is located in"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"C:\\Documents and Settings\\username\\Application Data\\.gephi")),(0,a.kt)("p",null,"On Windows Vista/Seven, user directory is located in"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"C:\\Users\\username\\AppData\\Roaming\\.gephi"),(0,a.kt)("br",{parentName:"p"}),"\n","(the logs files are under ",(0,a.kt)("inlineCode",{parentName:"p"},"C:\\Users\\username\\AppData\\Roaming\\.gephi\\{gephiVersion}\\dev\\var\\log\\messages.log")),(0,a.kt)("p",null,"On Mac OS X, user directory is located in"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"/Users/username/Library/Application\\ Support/gephi")),(0,a.kt)("p",null,"On Linux, user directory is located in"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"/home/username/.gephi")),(0,a.kt)("h2",{id:"linux-issues"},"Linux issues"),(0,a.kt)("h3",{id:"select-sun-jre-on-ubuntu"},"Select Sun JRE on Ubuntu"),(0,a.kt)("p",null,"After installing the Sun Java package, remember to run in command line:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-sh"},"sudo update-alternatives --config java\nsudo update-alternatives --config javac\n")),(0,a.kt)("p",null,"In both cases select the option that has a path with java-6-sun in it."),(0,a.kt)("h3",{id:"improve-text-rendering"},"Improve text rendering"),(0,a.kt)("p",null,"Add the following JVM parameter in the Gephi configuration file:"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"-J-Dawt.useSystemAAFontSettings=on")),(0,a.kt)("p",null,"Or add it to your environment variables:"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},'export _JAVA_OPTIONS="-Dawt.useSystemAAFontSettings=on"')),(0,a.kt)("h2",{id:"mac-os-x-issues"},"Mac OS X issues"),(0,a.kt)("h3",{id:"improve-text-rendering-1"},"Improve text rendering"),(0,a.kt)("p",null,"Add the following JVM parameter in the Gephi configuration file:"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"-J-Dapple.awt.graphics.UseQuartz=true")),(0,a.kt)("h2",{id:"windows-issues"},"Windows issues"),(0,a.kt)("h3",{id:"gephi-not-using-graphical-card-on-laptop"},"Gephi not using Graphical Card on Laptop"),(0,a.kt)("p",null,(0,a.kt)("em",{parentName:"p"},"The troubleshooting explained is for Intel + Nvidia based laptop, note that the process is still relevant for AMD based laptop, just the tools involved might be different")),(0,a.kt)("p",null,"If you have a laptop that has a dedicated graphical card (Nvidia), it's very probable that the laptop has also integrated card (Intel(R) UHD Graphics)."),(0,a.kt)("p",null,"Windows might probably, by default, wont' give Gephi the ability to use the dedicated graphical card, which will result in degraded performance for visualisation."),(0,a.kt)("p",null,"To check that Gephi has or not get granted to use the correct graphical card :"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Open Gephi"),(0,a.kt)("li",{parentName:"ul"},"On the top bar, go to ",(0,a.kt)("strong",{parentName:"li"},"Tools -> Options"),", a window will open"),(0,a.kt)("li",{parentName:"ul"},"On the tab go to ",(0,a.kt)("strong",{parentName:"li"},"Visualisation")," and then on the tab under ",(0,a.kt)("strong",{parentName:"li"},"Open GL"))),(0,a.kt)("p",null,(0,a.kt)("img",{alt:"image",src:n(6015).Z,width:"1914",height:"1040"})),(0,a.kt)("p",null,"On the right side of the windows, if you see something like ",(0,a.kt)("inlineCode",{parentName:"p"},"Nvidia Corporation")," it means that Gephi is using the dedicated graphical card, all good."),(0,a.kt)("p",null,"If you see something like ",(0,a.kt)("inlineCode",{parentName:"p"},"Intel UHD")," it means Gephi is using the integrated graphical card. 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Spigots are like file importers, but with a different datasource. Spigots are the best way to import data from various data sources like Web Services, APIs, custom Databases or anything Java can read from. Like Importers, spigots push data to a ",(0,i.kt)("inlineCode",{parentName:"p"},"Container"),", which hosts all data collected (i.e. nodes, edges and attributes). Moreover, spigots user interface supports ",(0,i.kt)("strong",{parentName:"p"},"Wizards"),", which makes it easy to have rich settings and a consistent flow."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"spigot_menu",src:r(99).Z,width:"411",height:"374"})),(0,i.kt)("p",null,(0,i.kt)("em",{parentName:"p"},"Import Spigot Menu")),(0,i.kt)("p",null,"Please look at [","[Plugin Quick Start]","] to know how to create a new Netbeans Module. When you have your plugin module, that we will call ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigot"),", you can start this tutorial."),(0,i.kt)("p",null,"One can find spigot importer examples in the ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/SpigotPlugin/"},"Gephi source code"),"."),(0,i.kt)("h2",{id:"create-a-new-importer"},"Create a new Importer"),(0,i.kt)("h3",{id:"set-dependencies"},"Set Dependencies"),(0,i.kt)("p",null,"Add [","[Import API]","], [","[LongTask API]","], [","[Utilities API]","], [","[Dialogs API]","] and [","[Lookup]","] modules as dependencies for your plugin module MySpigot. See [","[How To Set Module Dependencies]","]."),(0,i.kt)("h3",{id:"create-spigotimporterbuilder"},"Create SpigotImporterBuilder"),(0,i.kt)("p",null,"Importer Builder is a factory class for building the important instance, all Importers should have their own builder."),(0,i.kt)("p",null,"Create a new builder class, for instance ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigotBuilder")," that implements ",(0,i.kt)("a",{parentName:"p",href:"https://gephi.org/docs/api/org/gephi/io/importer/spi/SpigotImporterBuilder.html"},"SpigotImporterBuilder"),"."),(0,i.kt)("p",null,"Leave the ",(0,i.kt)("inlineCode",{parentName:"p"},"buildImporter()")," method empty for the moment and fill the ",(0,i.kt)("inlineCode",{parentName:"p"},"getName()")," methods like below."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},'public String getName() {\n return "My Spigot";\n}\n \npublic SpigotImporter buildImporter() {\n return null;\n}\n')),(0,i.kt)("p",null,"Add ",(0,i.kt)("inlineCode",{parentName:"p"},"@ServiceProvider")," annotation to your builder class. Add the following line before ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigotBuilder")," class definition, as shown below:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"@ServiceProvider(service = SpigotImporterBuilder.class)\npublic class MySpigotBuilder implements SpigotImporterBuilder {\n...\n")),(0,i.kt)("h3",{id:"create-spigotimporter"},"Create SpigotImporter"),(0,i.kt)("p",null,"The importer is where the job will be done. Create a new spigot importer class, for instance ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigot")," that implements ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/io/importer/spi/SpigotImporter.html"},"SpigotImporter"),"."),(0,i.kt)("p",null,"For more details, have a look at ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/io/importer/api/ContainerLoader.html"},"ContainerLoader")," and ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/io/importer/api/Report.html"},"Report")," documentation."),(0,i.kt)("p",null,"Add also ",(0,i.kt)("inlineCode",{parentName:"p"},"LongTask")," interface to your class, in order you will be able to use progress and cancel management."),(0,i.kt)("p",null,"Your ",(0,i.kt)("inlineCode",{parentName:"p"},"MyImporter")," would look like this:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"public class MySpigot implements SpigotImporter, LongTask {\n \n private ContainerLoader container;\n private Report report;\n private ProgressTicket progressTicket;\n private boolean cancel = false;\n \n public boolean execute(ContainerLoader loader) {\n this.container = loader;\n this.report = new Report();\n //Import done here\n return !cancel;\n }\n \n public ContainerLoader getContainer() {\n return container;\n }\n \n public Report getReport() {\n return report;\n }\n \n public boolean cancel() {\n cancel = true;\n return true;\n }\n \n public void setProgressTicket(ProgressTicket progressTicket) {\n this.progressTicket = progressTicket;\n }\n}\n")),(0,i.kt)("p",null,"The infrastructure is set, the container for pushing data, the report for pushing logs and errors, and the progress management."),(0,i.kt)("p",null,"Look at ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/ImportPlugin"},"File Importers examples")," or ",(0,i.kt)("a",{parentName:"p",href:"https://github.com/gephi/gephi/tree/master/modules/SpigotPlugin/"},"Spigots examples")," code to learn how to push data to the container."),(0,i.kt)("h3",{id:"finish-the-builder"},"Finish the builder"),(0,i.kt)("p",null,"Go back to the ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigotBuilder")," and complete ",(0,i.kt)("inlineCode",{parentName:"p"},"buildImporter()")," method:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"public SpigotImporter buildImporter() {\n return new MySpigot();\n}\n")),(0,i.kt)("h2",{id:"wizard-ui"},"Wizard UI"),(0,i.kt)("p",null,"You will create a ",(0,i.kt)("inlineCode",{parentName:"p"},"ImporterWizardUI")," class for your importer and learn how to create a wizard to configure your MySpigot."),(0,i.kt)("p",null,"A wizard is a set of panels, which follow each other with conditions. Consult the ",(0,i.kt)("a",{parentName:"p",href:"http://bits.netbeans.org/dev/javadoc/org-openide-dialogs/index.html?org/openide/WizardDescriptor.html"},"Wizard API Javadoc"),". One can also find a more general tutorial on Netbeans Wizards ",(0,i.kt)("a",{parentName:"p",href:"http://platform.netbeans.org/tutorials/nbm-wizard.html"},"here"),". The ImporterWizardUI class will provide the panels and the title of the spigot importer, as well as its description. But first, create a wizard panel."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"spigot_howto1",src:r(2677).Z,width:"720",height:"515"})),(0,i.kt)("p",null,(0,i.kt)("em",{parentName:"p"},"My Spigot")),(0,i.kt)("h3",{id:"create-wizard-panel"},"Create Wizard Panel"),(0,i.kt)("p",null,"Create a new Java Panel class named ",(0,i.kt)("inlineCode",{parentName:"p"},"MySpigotWizardPanel1"),". Go to File > New File > Swing GUI Forms > JPanel Form."),(0,i.kt)("p",null,"Design your interface, by adding check boxes, text field etc. and go to the Source view."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"spigot_howto_design",src:r(919).Z,width:"266",height:"163"})),(0,i.kt)("p",null,"Create an ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup()")," method like below. This method will be called when the user leaves the wizard to actually configure your Spigot with the settings made in the UI."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},"public void unsetup(MySpigot importer) {\n //Configure the importer\n \n //Example\n //importer.setOption(optionCheckbox.isSelected());\n}\n")),(0,i.kt)("p",null,"We will now edit this panel to implement the ",(0,i.kt)("a",{parentName:"p",href:"http://bits.netbeans.org/dev/javadoc/org-openide-dialogs/index.html?org/openide/WizardDescriptor.Panel.html"},"WizardDescriptor.Panel")," interface."),(0,i.kt)("p",null,"See below how to implement this class"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-java"},'public class MySpigotWizardPanel1 extends javax.swing.JPanel implements WizardDescriptor.Panel {\n \n private List<ChangeListener> listeners; //these allow you to tell Gephi when UI changes are made\n \n \n //Generated JPanel code goes here....\n \n \n public Component getComponent() {\n return this;\n }\n \n @Override\n public String getName() {\n return "Select Datasource"; //this will be the title of the panel in the wizard\n }\n \n @Override\n public HelpCtx getHelp() {\n return HelpCtx.DEFAULT_HELP;\n }\n \n /*\n * You can use a settings object to keep track of state. Normally the\n * settings object will be the WizardDescriptor, so you can use\n * WizardDescriptor.getProperty & putProperty to store information entered\n * by the user.\n */\n public void readSettings(Object settings) {\n }\n \n public void storeSettings(Object settings) {\n }\n \n public boolean isValid() {\n return true; //if you implement the change listeners properly, this should contain actual logic\n }\n \n @Override\n public void addChangeListener(ChangeListener cl) {\n if (listeners == null) {\n listeners = new ArrayList();\n }\n \n listeners.add(cl);\n }\n \n @Override\n public void removeChangeListener(ChangeListener cl) {\n listeners.remove(cl);\n }\n}\n')),(0,i.kt)("h3",{id:"create-importerwizardui"},"Create ImporterWizardUI"),(0,i.kt)("p",null,"Create a new spigot wizard UI class, for instance ",(0,i.kt)("inlineCode",{parentName:"p"},"MyImporterWizardUI")," that implements ",(0,i.kt)("a",{parentName:"p",href:"http://gephi.org/docs/api/org/gephi/io/importer/spi/ImporterWizardUI.html"},"ImporterWizardUI"),"."),(0,i.kt)("p",null,"This class is a singleton service, and registers your wizard in the system. It has two important methods: ",(0,i.kt)("inlineCode",{parentName:"p"},"setup()")," and ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup"),". The ",(0,i.kt)("inlineCode",{parentName:"p"},"unsetup()")," method is called when the wizard is closed and is responsible for configuring the actual Spigot importer. 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It provides the "plumbing" that, before, every developer had to write themselves\u2014saving state, connecting actions to menu items, toolbar items and keyboard shortcuts; window management, and so on.'),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("a",{parentName:"li",href:"https://netbeans.apache.org/kb/docs/platform/"},"Description")),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("a",{parentName:"li",href:"https://bits.netbeans.org/dev/javadoc/"},"Netbeans API Index")),(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("a",{parentName:"li",href:"https://netbeans.apache.org/wiki/DevFaqIndex.asciidoc"},"FAQ"))),(0,i.kt)("h3",{id:"gephi-architecture"},"Gephi Architecture"),(0,i.kt)("p",null,"Gephi software architecture is modular and therefore each feature is split into modules. Modules depend on each other, and Gephi modules can either depend on other Gephi modules or Netbeans Platform modules. Plugins developers simply create new modules that contains their code, add dependencies to Gephi modules, and distribute their plugins by creating an NBM package. See Gephi APIs documentation to learn more about the API plugins that can be used by modules."),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},(0,i.kt)("a",{parentName:"li",href:"http://gephi.org/docs/api"},"Gephi APIs documentation"))),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"image",src:n(311).Z,width:"660",height:"300"})),(0,i.kt)("h2",{id:"build-gephi"},"Build Gephi"),(0,i.kt)("h3",{id:"requirements"},"Requirements"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Java JDK 11 or later"),(0,i.kt)("li",{parentName:"ul"},"Apache Maven version 3.2.2 or later")),(0,i.kt)("h3",{id:"checkout-and-build-the-sources"},"Checkout and Build the sources"),(0,i.kt)("p",null,"Navigate to the desired directory you wish to place the project via terminal, then clone the repository:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"git clone https://github.com/gephi/gephi\ncd gephi \n")),(0,i.kt)("p",null,"Gephi uses Maven for building. Each module has its ",(0,i.kt)("inlineCode",{parentName:"p"},"POM.xml")," file and there is a ",(0,i.kt)("inlineCode",{parentName:"p"},"gephi-parent")," POM file that lists all the modules required to build. "),(0,i.kt)("p",null,"Run this command to build all modules. Note that this process could take some time."),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"mvn clean install\n")),(0,i.kt)("h3",{id:"run-it"},"Run it"),(0,i.kt)("p",null,"Once built, Gephi can be run from the ",(0,i.kt)("inlineCode",{parentName:"p"},"modules/application")," folder using a special Maven goal:"),(0,i.kt)("p",null,(0,i.kt)("strong",{parentName:"p"},"Mac/Linux:")," "),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},">> cd modules/application\n>> mvn nbm:cluster-app nbm:run-platform\n")),(0,i.kt)("p",null,(0,i.kt)("strong",{parentName:"p"},"Windows:")," "),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},">> cd modules\\application\n>> mvn nbm:cluster-app nbm:run-platform\n")),(0,i.kt)("h2",{id:"building-gephi-in-netbeans"},"Building Gephi in NetBeans"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://netbeans.apache.org/"},"Apache Netbeans")," is the default IDE to develop Gephi as it natively integrates with the Netbeans Platform. Loading the project is straightforward."),(0,i.kt)("p",null,"Open Netbeans and go to ",(0,i.kt)("strong",{parentName:"p"},"File > Open Project")," to look for the Gephi folder. Then, ",(0,i.kt)("strong",{parentName:"p"},"Open Project"),'. Ensure the checkbox "Open Required Projects" is not selected.'),(0,i.kt)("p",null,"![Opening Gephi]","(/docs/Developer_Documentation/How-to-build-Gephi/01_Opening Gephi.png)"),(0,i.kt)("p",null,"Right-click on the project and select ",(0,i.kt)("strong",{parentName:"p"},"Clean and Build"),". "),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"Build",src:n(499).Z,width:"582",height:"352"})),(0,i.kt)("p",null,"Next, in the ",(0,i.kt)("strong",{parentName:"p"},"Projects")," tab of the file navigator, select ",(0,i.kt)("strong",{parentName:"p"},"Gephi > Modules > gephi-app")," and open the application module."),(0,i.kt)("p",null,"![Open gephi-app]","(/docs/Developer_Documentation/How-to-build-Gephi/03_Open gephi-app.png)"),(0,i.kt)("p",null,"Finally, select ",(0,i.kt)("strong",{parentName:"p"},"Run")," from this module."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"Run",src:n(5329).Z,width:"556",height:"502"})),(0,i.kt)("h3",{id:"troubleshooting"},"Troubleshooting"),(0,i.kt)("h4",{id:"code-changes-not-taken-in-account"},"Code changes not taken in account"),(0,i.kt)("p",null,"When you make code changes in a module, make sure to ",(0,i.kt)("strong",{parentName:"p"},"Clean and Build")," this module before Running Gephi again as otherwise your changes won't be taken in account."),(0,i.kt)("h2",{id:"building-gephi-in-intellij-idea"},"Building Gephi in IntelliJ IDEA"),(0,i.kt)("p",null,"As Gephi is a Maven project it is well supported by IntelliJ but requires some tweaks to work properly."),(0,i.kt)("p",null,"Open IntelliJ and open the Gephi folder. You'll be asked whether you want to Trust this Maven repository. Select ",(0,i.kt)("strong",{parentName:"p"},"Trust Project"),"."),(0,i.kt)("p",null,"![Trust Maven]","(/docs/Developer_Documentation/How-to-build-Gephi/05_Trust Maven.png)"),(0,i.kt)("p",null,"IntelliJ then takes some time to scan the project and resolve dependencies. Once completed, you should see Gephi properly listed as a project in the Project pane."),(0,i.kt)("p",null,"![Project loaded]","(/docs/Developer_Documentation/How-to-build-Gephi/06_Project loaded.png)"),(0,i.kt)("p",null,"Then, navigate to IntelliJ's preferences panel ",(0,i.kt)("strong",{parentName:"p"},"Build, Execution, Deployment > Build Tools > Maven > Runner")," and select the option ",(0,i.kt)("strong",{parentName:"p"},"Delegate IDE build/run actions to Maven"),". This is a critical step."),(0,i.kt)("p",null,"![Maven delegate config]","(/docs/Developer_Documentation/How-to-build-Gephi/07_Maven delegate config.png)"),(0,i.kt)("p",null,"Next in the top-level menu select ",(0,i.kt)("strong",{parentName:"p"},"Build > Build Project"),"."),(0,i.kt)("p",null,"If it fails with and error like ",(0,i.kt)("inlineCode",{parentName:"p"},"javac flag not found --release"),", you would need to fo back to ",(0,i.kt)("strong",{parentName:"p"},"Build, Execution, Deployment > Build Tools > Maven > Runner")," and add an ",(0,i.kt)("strong",{parentName:"p"},"Environment Variables")," with ",(0,i.kt)("inlineCode",{parentName:"p"},"JAVA_HOME=<path of the selected JDK>")),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"Build",src:n(8479).Z,width:"556",height:"380"})),(0,i.kt)("p",null,"Once completed, create a run configuration by following ",(0,i.kt)("strong",{parentName:"p"},"Run > Edit Configurations...")," in the top-level menu."),(0,i.kt)("p",null,(0,i.kt)("img",{alt:"Build",src:n(1841).Z,width:"762",height:"492"})),(0,i.kt)("p",null,"Here, select ",(0,i.kt)("strong",{parentName:"p"},"Add new configuration")," and search for ",(0,i.kt)("strong",{parentName:"p"},"Maven"),"."),(0,i.kt)("p",null,"![Add Maven Config]","(/docs/Developer_Documentation/How-to-build-Gephi/10_Add Maven Config.png)"),(0,i.kt)("p",null,"Next, we'll configure two things here. 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Vous apprendrez ici les \xe9tapes fondamentales pour visualiser et manipuler un r\xe9seau dans Gephi.",source:"@site/docs/Plugins/De\u0301marrage_rapide_(FR).md",sourceDirName:"Plugins",slug:"/Plugins/de\u0301marrage-rapide-fr",permalink:"/Plugins/de\u0301marrage-rapide-fr",draft:!1,editUrl:"https://github.com/gephi/gephi-documentation/docs/docs/Plugins/De\u0301marrage_rapide_(FR).md",tags:[],version:"current",sidebarPosition:2,frontMatter:{id:"de\u0301marrage-rapide-fr",title:"De\u0301marrage rapide (FR)",sidebar_position:2},sidebar:"tutorialSidebar",previous:{title:"Plugin Quick Start",permalink:"/Plugins/Plugin_Quick_Start"},next:{title:"Layout",permalink:"/Plugins/layout"}},u={},o=[{value:"Ouverture d\u2019un fichier graphe",id:"ouverture-dun-fichier-graphe",level:2},{value:"Rapport d\u2019import",id:"rapport-dimport",level:2},{value:"Affichage du graphe",id:"affichage-du-graphe",level:2},{value:"Visualisation du graphe",id:"visualisation-du-graphe",level:2},{value:"Spatialisation du graphe",id:"spatialisation-du-graphe",level:2},{value:"Contr\xf4le de la spatialisation",id:"contr\xf4le-de-la-spatialisation",level:2},{value:"Affichage du graphe spatialis\xe9",id:"affichage-du-graphe-spatialis\xe9",level:2},{value:"Classement (par couleur)",id:"classement-par-couleur-1",level:2},{value:"Configuration des couleurs",id:"configuration-des-couleurs",level:2},{value:"Tableau des r\xe9sultats du classement",id:"tableau-des-r\xe9sultats-du-classement",level:2},{value:"M\xe9triques",id:"m\xe9triques-1",level:2},{value:"Configuration des m\xe9triques",id:"configuration-des-m\xe9triques",level:2},{value:"R\xe9sultat des m\xe9triques",id:"r\xe9sultat-des-m\xe9triques",level:2},{value:"Classement (par taille)",id:"classement-par-taille-1",level:2},{value:"Graphe avec diff\xe9renciation de couleurs et de tailles",id:"graphe-avec-diff\xe9renciation-de-couleurs-et-de-tailles",level:2},{value:"Nouvelle spatialisation",id:"nouvelle-spatialisation-1",level:2},{value:"Affichage des labels",id:"affichage-des-labels-1",level:2},{value:"D\xe9tection de communaut\xe9",id:"d\xe9tection-de-communaut\xe9-1",level:2},{value:"Partition",id:"partition-1",level:2},{value:"Nouvelle apparence du r\xe9seau",id:"nouvelle-apparence-du-r\xe9seau",level:2},{value:"Filtrage",id:"filtrage-1",level:2},{value:"R\xe9seau filtr\xe9",id:"r\xe9seau-filtr\xe9",level:2},{value:"Pr\xe9visualisation",id:"pr\xe9visualisation-1",level:2},{value:"Pr\xe9visualisation du graphe",id:"pr\xe9visualisation-du-graphe",level:2},{value:"Export au format SVG",id:"export-au-format-svg",level:2},{value:"Enregistrement du projet",id:"enregistrement-du-projet",level:2}],p=(d="STRONG",function(e){return console.warn("Component "+d+" was not imported, exported, or provided by MDXProvider as global scope"),(0,l.kt)("div",e)});var d;const m={toc:o};function c(e){let{components:t,...a}=e;return(0,l.kt)("wrapper",(0,r.Z)({},m,a,{components:t,mdxType:"MDXLayout"}),(0,l.kt)("h1",{id:"tutoriel-gephi--d\xe9marrage-rapide"},"Tutoriel Gephi ",(0,l.kt)("br",null)," D\xe9marrage rapide"),(0,l.kt)("p",null,"Bienvenue sur ce tutoriel. Vous apprendrez ici les \xe9tapes fondamentales pour visualiser et manipuler un r\xe9seau dans Gephi. "),(0,l.kt)("p",null,"Ce tutoriel se base sur la version 0.7alpha2 de Gephi.",(0,l.kt)("br",{parentName:"p"}),"\n",(0,l.kt)("a",{parentName:"p",href:"https://gephi.org/users/download/"},"T\xe9l\xe9charger Gephi")," "),(0,l.kt)("h1",{id:"import-de-fichiers"},"Import de fichiers"),(0,l.kt)("h2",{id:"ouverture-dun-fichier-graphe"},"Ouverture d\u2019un fichier graphe"),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"T\xe9l\xe9chargez le fichier ",(0,l.kt)("a",{parentName:"li",href:"https://gephi.org/datasets/LesMiserables.gexf"},"LesMiserables.gexf")," "),(0,l.kt)("li",{parentName:"ul"},"Dans la barre de menu, allez dans le menu ",(0,l.kt)("strong",{parentName:"li"},"Fichier")," et ",(0,l.kt)("strong",{parentName:"li"},"Ouvrir...")," ")),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart1_FR ~~ "),(0,l.kt)(p,{mdxType:"STRONG"},"Format des graphes"),"- GEXF - GraphML - Pajek NET - GDF - GML - Tulip TLP - CSV - ZIP compress\xe9",(0,l.kt)("h2",{id:"rapport-dimport"},"Rapport d\u2019import"),(0,l.kt)("ul",null,(0,l.kt)("li",null,"Lorsque votre fichier s\u2019ouvre, le rapport r\xe9capitule les donn\xe9es trouv\xe9es et les probl\xe8mes rencontr\xe9s."),(0,l.kt)("ul",null,(0,l.kt)("li",null,"Nombre de noeuds"),(0,l.kt)("li",null,"Nombre de liens"),(0,l.kt)("li",null,"Type de graphe"))),"* Cliquez sur **OK** pour valider et visualiser le graphe.",(0,l.kt)("p",null,"~~ Image : tutorial_quickstart2_FR ~~ "),(0,l.kt)("h2",{id:"affichage-du-graphe"},"Affichage du graphe"),(0,l.kt)("p",null,"Nous avons import\xe9 le fichier de donn\xe9es LesMiserables.gexf",(0,l.kt)("sup",null,"1"),". Il s\u2019agit du r\xe9seau pond\xe9r\xe9 des apparitions simultan\xe9es des personnages du roman ",(0,l.kt)("em",{parentName:"p"},"Les Mis\xe9rables")," de Victor Hugo.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : ? ~~ "),(0,l.kt)("p",null,"Les noeuds sont d\u2019abord plac\xe9s de mani\xe8re al\xe9atoire, la pr\xe9sentation que vous voyez peut donc diff\xe9rer l\xe9g\xe8rement. "),(0,l.kt)("cite",null,(0,l.kt)("sup",null,"1"),"D. E. Knuth, The Stanford GraphBase: A Platform for Combinatorial Computing, Addison-Wesley, Reading, MA (1993)"),(0,l.kt)("h1",{id:"visualisation"},"Visualisation"),(0,l.kt)("h2",{id:"visualisation-du-graphe"},"Visualisation du graphe"),(0,l.kt)("ul",null,(0,l.kt)("li",null,"Utilisez votre souris pour vous d\xe9placer dans la visualisation et modifier son \xe9chelle."),(0,l.kt)("ul",null,(0,l.kt)("li",null,"Zoom : Molette de la souris"),"~~ Image : ? ~~",(0,l.kt)("li",null,"Panoramique : Glisser \xe0 droite"),"~~ Image : ? ~~")),"* L\u2019**\xe9chelle du poids des liens** se trouve en bas de la fen\xeatre.",(0,l.kt)("p",null,"~~ Image : gephi_configure_labels__bisFR ~~"),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Si vous ne voyez plus votre graphe, r\xe9initialisez l\u2019\xe9chelle. ")),(0,l.kt)("p",null,"~~ Image : ? ~~ "),(0,l.kt)("h1",{id:"spatialisation"},"Spatialisation"),(0,l.kt)("h2",{id:"spatialisation-du-graphe"},"Spatialisation du graphe"),(0,l.kt)("p",null,"La fonction principale des algorithmes de spatialisation est de d\xe9finir la forme du graphe. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Rep\xe9rez le module ",(0,l.kt)("strong",{parentName:"li"},"Spatialisation")," dans le volet \xe0 gauche de l\u2019\xe9cran. "),(0,l.kt)("li",{parentName:"ul"},"S\xe9lectionnez ",(0,l.kt)("strong",{parentName:"li"},"Force Atlas"),".",(0,l.kt)("br",{parentName:"li"}),"Vous pouvez voir les propri\xe9t\xe9s de la spatialisation sous son nom. Conservez les valeurs. "),(0,l.kt)("li",{parentName:"ul"},"Pour lancer l\u2019algorithme, cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Ex\xe9cuter"),". ")),(0,l.kt)(p,{mdxType:"STRONG"},"Algorithmes de spatialisation"),"La spatialisation des graphes est g\xe9n\xe9ralement r\xe9alis\xe9e \xe0 partir d\u2019algorithmes bas\xe9s sur les forces. Ils suivent un principe simple : les noeuds reli\xe9s s\u2019attirent et les noeuds non reli\xe9s se repoussent.",(0,l.kt)("h2",{id:"contr\xf4le-de-la-spatialisation"},"Contr\xf4le de la spatialisation"),(0,l.kt)("p",null,"Les propri\xe9t\xe9s de spatialisation vous permettent de contr\xf4ler l\u2019algorithme afin de g\xe9n\xe9rer une repr\xe9sentation esth\xe9tique.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart9_FR ~~"),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Pour agrandir le graphe, r\xe9glez la ",(0,l.kt)("strong",{parentName:"li"},"Force de r\xe9pulsion")," sur 10 000. "),(0,l.kt)("li",{parentName:"ul"},"Pour valider la valeur modifi\xe9e, appuyez sur la touche ",(0,l.kt)("strong",{parentName:"li"},"Entr\xe9e")," de votre clavier. "),(0,l.kt)("li",{parentName:"ul"},"Vous pouvez maintenant ",(0,l.kt)("strong",{parentName:"li"},"Arr\xeater")," l\u2019algorithme. ")),(0,l.kt)("h2",{id:"affichage-du-graphe-spatialis\xe9"},"Affichage du graphe spatialis\xe9"),(0,l.kt)("p",null,"~~ Image : ? ~~ "),(0,l.kt)("h1",{id:"classement-par-couleur"},"Classement (par couleur)"),(0,l.kt)("h2",{id:"classement-par-couleur-1"},"Classement (par couleur)"),(0,l.kt)("p",null,"Le module ",(0,l.kt)("strong",{parentName:"p"},"Classement")," vous permet de configurer la couleur et la taille d\u2019un noeud. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Cliquez sur le module ",(0,l.kt)("strong",{parentName:"li"},"Classement")," en haut \xe0 gauche de l\u2019\xe9cran. "),(0,l.kt)("li",{parentName:"ul"},"S\xe9lectionnez ",(0,l.kt)("strong",{parentName:"li"},"Degr\xe9")," comme param\xe8tre de classement. ")),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart12_FR ~~ "),(0,l.kt)("p",null,"Le panneau de configuration suivant s\u2019affiche :",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart13_FR ~~ "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Appliquer")," pour afficher le r\xe9sultat. ")),(0,l.kt)("h2",{id:"configuration-des-couleurs"},"Configuration des couleurs"),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart13_FR ~~ "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"D\xe9placez la souris sur le curseur de d\xe9grad\xe9.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : ? ~~ "),(0,l.kt)("li",{parentName:"ul"},"Pour configurer la couleur, double-cliquez sur les triangles.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : ? ~~ ")),(0,l.kt)(p,{mdxType:"STRONG"},"Palette"),"Pour utiliser la palette, double-cliquez sur le volet. ~~ Image : tutorial_quickstart17_FR + ? ~~",(0,l.kt)("h2",{id:"tableau-des-r\xe9sultats-du-classement"},"Tableau des r\xe9sultats du classement"),(0,l.kt)("p",null,"Vous pouvez voir les valeurs du classement en affichant le tableau des r\xe9sultats. Le noeud Valjean poss\xe8de 36 liens et est le plus connect\xe9 du r\xe9seau. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Activez l\u2019affichage des r\xe9sultats sous forme de tableau. "),(0,l.kt)("li",{parentName:"ul"},"Cliquez \xe0 nouveau sur le bouton ",(0,l.kt)("strong",{parentName:"li"},"Appliquer"),". ")),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart18_FR ~~ "),(0,l.kt)("h1",{id:"m\xe9triques"},"M\xe9triques"),(0,l.kt)("h2",{id:"m\xe9triques-1"},"M\xe9triques"),(0,l.kt)("p",null,"Nous allons calculer la longueur de chemin moyenne pour le r\xe9seau. Cela permet de calculer la longueur du chemin entre toutes les paires de noeuds et de fournir des informations sur la distance entre les noeuds. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Dans le volet droit, cliquez sur le module ",(0,l.kt)("strong",{parentName:"li"},"Statistiques"),". "),(0,l.kt)("li",{parentName:"ul"},"Cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Ex\xe9cuter")," en face de ",(0,l.kt)("strong",{parentName:"li"},"Plus courts chemins"),". ")),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart19_FR ~~"),(0,l.kt)(p,{mdxType:"STRONG"},"M\xe9triques disponibles"),"- Diam\xe8tre - Plus courts chemins - Coefficient de Clustering - PageRank - HITS - Betweeness Centrality - Closeness Centrality - Excentricit\xe9 - D\xe9tection de communaut\xe9 (Modularit\xe9)",(0,l.kt)("h2",{id:"configuration-des-m\xe9triques"},"Configuration des m\xe9triques"),(0,l.kt)("p",null,"Le panneau de configuration s\u2019affiche.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart20_FR ~~",(0,l.kt)("br",{parentName:"p"}),"\n","Pour calculer la m\xe9trique, s\xe9lectionnez ",(0,l.kt)("strong",{parentName:"p"},"Dirig\xe9"),", puis cliquez sur ",(0,l.kt)("strong",{parentName:"p"},"OK"),". "),(0,l.kt)("h2",{id:"r\xe9sultat-des-m\xe9triques"},"R\xe9sultat des m\xe9triques"),(0,l.kt)("p",null,"\xc0 la fin du traitement, le r\xe9sultat de la m\xe9trique est affich\xe9 dans un rapport.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart21 ~~ "),(0,l.kt)("h1",{id:"classement-par-taille"},"Classement (par taille)"),(0,l.kt)("h2",{id:"classement-par-taille-1"},"Classement (par taille)"),(0,l.kt)("p",null,"Les m\xe9triques g\xe9n\xe8rent des rapports g\xe9n\xe9raux ainsi que les r\xe9sultats pour chaque noeud.",(0,l.kt)("br",{parentName:"p"}),"\n","Ainsi, trois nouvelles valeurs ont \xe9t\xe9 cr\xe9\xe9es par l\u2019algorithme ",(0,l.kt)("strong",{parentName:"p"},"Plus courts chemins"),". "),(0,l.kt)("ul",null,(0,l.kt)("li",null,"**Betweeness Centrality**"),(0,l.kt)("li",null,"**Closeness Centrality**"),(0,l.kt)("li",null,"**Excentricit\xe9**")),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Retournez sur l\u2019onglet ",(0,l.kt)("strong",{parentName:"li"},"Classement"),". "),(0,l.kt)("li",{parentName:"ul"},"S\xe9lectionnez ",(0,l.kt)("strong",{parentName:"li"},"Betweeness Centrality")," dans la liste d\xe9roulante.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart22_FR ~~",(0,l.kt)("br",{parentName:"li"}),"Cette m\xe9trique fait ressortir les noeuds les plus importants dont la fr\xe9quence est la plus \xe9lev\xe9e. ")),(0,l.kt)("p",null,"\xc0 pr\xe9sent, param\xe9trez la taille des noeuds. L\u2019indicateur de ",(0,l.kt)("strong",{parentName:"p"},"Degree")," (Degr\xe9) est toujours repr\xe9sent\xe9 par des couleurs. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Pour d\xe9finir la taille, s\xe9lectionnez l\u2019ic\xf4ne en forme de diamant dans la barre d\u2019outils. "),(0,l.kt)("li",{parentName:"ul"},"D\xe9finissez la taille minimale sur 10 et la taille maximale sur 50.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart23_FR ~~ "),(0,l.kt)("li",{parentName:"ul"},"Pour voir le r\xe9sultat, cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Appliquer"),". ")),(0,l.kt)("h2",{id:"graphe-avec-diff\xe9renciation-de-couleurs-et-de-tailles"},"Graphe avec diff\xe9renciation de couleurs et de tailles"),(0,l.kt)("p",null,"~~ Image : ? ~~",(0,l.kt)("br",{parentName:"p"}),"\n","Couleur : Degree (Degr\xe9)",(0,l.kt)("br",{parentName:"p"}),"\n","Taille : M\xe9trique ",(0,l.kt)("strong",{parentName:"p"},"Betweeness Centrality")," "),(0,l.kt)("h1",{id:"nouvelle-spatialisation"},"Nouvelle spatialisation"),(0,l.kt)("h2",{id:"nouvelle-spatialisation-1"},"Nouvelle spatialisation"),(0,l.kt)("p",null,"La spatialisation n\u2019est pas totalement satisfaisante. En effet, des noeuds de grande taille chevauchent parfois des noeuds plus petits.",(0,l.kt)("br",{parentName:"p"}),"\n","L\u2019algorithme ",(0,l.kt)("strong",{parentName:"p"},"Force Atlas")," dispose d\u2019une option qui permet de prendre la taille des noeuds en consid\xe9ration lors de la spatialisation. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Retournez sur le volet ",(0,l.kt)("strong",{parentName:"li"},"Spatialisation"),". "),(0,l.kt)("li",{parentName:"ul"},"Cochez l\u2019option ",(0,l.kt)("strong",{parentName:"li"},"Ajustement par taille"),", puis ex\xe9cutez \xe0 nouveau l\u2019algorithme pendant quelques instants. "),(0,l.kt)("li",{parentName:"ul"},"Les noeuds ne se chevauchent plus d\xe9sormais. ")),(0,l.kt)("p",null,"~~ Image : tutorial_quickstart26_FR ~~"),(0,l.kt)("h1",{id:"affichage-des-labels"},"Affichage des labels"),(0,l.kt)("h2",{id:"affichage-des-labels-1"},"Affichage des labels"),(0,l.kt)("p",null,"Explorons le r\xe9seau plus en d\xe9tails maintenant que les couleurs et la taille mettent en valeur les noeuds importants.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart27_FR ~~ "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Affichez les labels des noeuds.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart ~~"),(0,l.kt)("li",{parentName:"ul"},"Param\xe9trez l\u2019affichage des labels afin que leur taille soit proportionnelle \xe0 celle des noeuds.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : gephi_configure_labels__bisbisFR ~~ "),(0,l.kt)("li",{parentName:"ul"},"Pour r\xe9gler la taille des labels, faites glisser le curseur de l\u2019\xe9chelle.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : gephi_configure_labels__bisbisbisFR ~~ ")),(0,l.kt)("h1",{id:"d\xe9tection-de-communaut\xe9"},"D\xe9tection de communaut\xe9"),(0,l.kt)("h2",{id:"d\xe9tection-de-communaut\xe9-1"},"D\xe9tection de communaut\xe9"),(0,l.kt)("p",null,"La capacit\xe9 \xe0 d\xe9tecter et \xe0 \xe9tudier les communaut\xe9s est essentielle \xe0 l\u2019analyse du r\xe9seau. Dans notre exemple, nous souhaitons colorer les groupes de noeuds.",(0,l.kt)("br",{parentName:"p"}),"\n","Gephi utilise la m\xe9thode Louvain",(0,l.kt)("sup",null,"1"),", disponible dans le volet ",(0,l.kt)("strong",{parentName:"p"},"Statistiques"),".",(0,l.kt)("br",{parentName:"p"}),"\n","Cliquez sur ",(0,l.kt)("strong",{parentName:"p"},"Ex\xe9cuter")," en regard de la ligne ",(0,l.kt)("strong",{parentName:"p"},"Modularit\xe9"),".",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart28_FR ~~ "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"S\xe9lectionnez ",(0,l.kt)("strong",{parentName:"li"},"Al\xe9atoire")," dans le volet. "),(0,l.kt)("li",{parentName:"ul"},"Pour lancer la d\xe9tection, cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"OK"),".\n~~ Image : tutorial_quickstart29_FR ~~ ")),(0,l.kt)("cite",null,(0,l.kt)("sup",null,"1"),"Blondel V, Guillaume J, Lambiotte R, Mech E (2008) Fast unfolding of communities in large networks. J Stat Mech : Theory Exp 2008:P10008. (http://findcommunities.googlepages.com)"),(0,l.kt)("h1",{id:"partition"},"Partition"),(0,l.kt)("h2",{id:"partition-1"},"Partition"),(0,l.kt)("p",null,"L\u2019algorithme de d\xe9tection de communaut\xe9 a cr\xe9\xe9 une valeur de ",(0,l.kt)("strong",{parentName:"p"},"Modularity Class")," (classe de modularit\xe9) pour chaque noeud.",(0,l.kt)("br",{parentName:"p"}),"\n","Le module ",(0,l.kt)("strong",{parentName:"p"},"Partition")," peut utiliser ces nouvelles donn\xe9es pour colorer les communaut\xe9s. "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Dans le volet gauche, cliquez sur le module ",(0,l.kt)("strong",{parentName:"li"},"Partition"),". "),(0,l.kt)("li",{parentName:"ul"},"Pour remplir la liste de partitions, cliquez sur le bouton ",(0,l.kt)("strong",{parentName:"li"},"Rafra\xeechir"),".",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart30_FR ~~ ")),(0,l.kt)(p,{mdxType:"STRONG"},"Comment visualiser les colonnes affichant les noeuds et les liens ?"),"Pour afficher les colonnes et les valeurs des noeuds et des liens, consultez le **Tableau de donn\xe9es**. Pour actualiser le tableau, cliquez sur l\u2019onglet **Laboratoire des donn\xe9es**, puis cliquez sur **Noeuds**.",(0,l.kt)("br",null),"* Dans la liste de partitions, s\xe9lectionnez **Modularity Class** (classe de modularit\xe9). Dans l\u2019exemple ci-dessous, neuf communaut\xe9s ont \xe9t\xe9 trouv\xe9es. Le nombre de communaut\xe9s est variable. Une couleur a \xe9t\xe9 d\xe9finie au hasard pour chaque identifiant de communaut\xe9. ~~ Image : tutorial_quickstart31_FR ~~ * Pour afficher les noeuds en couleur, cliquez sur **Appliquer**. Pour acc\xe9der \xe0 la fonction **G\xe9n\xe9rer les couleurs al\xe9atoirement**, cliquez sur le volet \xe0 l\u2019aide du bouton droit de la souris. ~~ Image : tutorial_quickstart33_FR ~~",(0,l.kt)("h2",{id:"nouvelle-apparence-du-r\xe9seau"},"Nouvelle apparence du r\xe9seau"),(0,l.kt)("p",null,"~~ Image : ? ~~ "),(0,l.kt)("h1",{id:"filtrage"},"Filtrage"),(0,l.kt)("h2",{id:"filtrage-1"},"Filtrage"),(0,l.kt)("p",null,"Le filtrage constitue la derni\xe8re manipulation. Il est possible de cr\xe9er des filtres permettant de masquer certains noeuds et liens du r\xe9seau. Dans cet exemple, nous allons cr\xe9er un filtre afin de supprimer les feuilles, c\u2019est-\xe0-dire les noeuds \xe0 lien unique.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart34_FR ~~ "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Dans le volet droit, cliquez sur le module ",(0,l.kt)("strong",{parentName:"li"},"Filtres"),". "),(0,l.kt)("li",{parentName:"ul"},"Dans la cat\xe9gorie ",(0,l.kt)("strong",{parentName:"li"},"Topologie"),", s\xe9lectionnez ",(0,l.kt)("strong",{parentName:"li"},"Plage de degr\xe9s"),".",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart35_FR ~~ "),(0,l.kt)("li",{parentName:"ul"},"Sous ",(0,l.kt)("strong",{parentName:"li"},"Requ\xeates"),", faites glisser l\u2019option sur ",(0,l.kt)("strong",{parentName:"li"},"Glissez")," le filtre ici.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart36_FR ~~ "),(0,l.kt)("li",{parentName:"ul"},"Pour activer le filtre, cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Plage de degr\xe9s"),". Le volet des param\xe8tres s\u2019affiche.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart37_FR ~~",(0,l.kt)("br",{parentName:"li"}),"Ce volet comprend un curseur de r\xe9glage de la plage de degr\xe9s ainsi qu\u2019un graphique repr\xe9sentant les donn\xe9es, ici la r\xe9partition par degr\xe9s.",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart39_FR ~~ "),(0,l.kt)("li",{parentName:"ul"},"D\xe9placez le curseur de gauche afin de r\xe9gler le degr\xe9 minimum sur 2. "),(0,l.kt)("li",{parentName:"ul"},"Pour appliquer le filtre, cliquez sur le bouton ",(0,l.kt)("strong",{parentName:"li"},"Filtrer"),".",(0,l.kt)("br",{parentName:"li"}),"Les noeuds dont le degr\xe9 est inf\xe9rieur \xe0 2 sont d\xe9sormais masqu\xe9s. ")),(0,l.kt)(p,{mdxType:"STRONG"},"Astuce"),"Pour modifier les limites des degr\xe9s, double-cliquez sur les valeurs correspondantes. ~~ Image : ? ~~",(0,l.kt)("h2",{id:"r\xe9seau-filtr\xe9"},"R\xe9seau filtr\xe9"),(0,l.kt)("p",null,"~~ Image : ? ~~",(0,l.kt)("br",{parentName:"p"}),"\n","La manipulation est termin\xe9e. Nous allons \xe0 pr\xe9sent pr\xe9visualiser la mod\xe9lisation et pr\xe9parer l\u2019export. "),(0,l.kt)("h1",{id:"pr\xe9visualisation"},"Pr\xe9visualisation"),(0,l.kt)("h2",{id:"pr\xe9visualisation-1"},"Pr\xe9visualisation"),(0,l.kt)("ul",null,(0,l.kt)("li",null,"Avant d\u2019exporter le graphe au format SVG ou PDF, allez sur la **Pr\xe9visualisation** pour :"),(0,l.kt)("ul",null,(0,l.kt)("li",null,"obtenir un aper\xe7u exact du graphe ;"),(0,l.kt)("li",null,"y apporter la touche finale."))),"* Dans le ruban, s\xe9lectionnez l\u2019onglet **Pr\xe9visualisation** : ~~ Image : tutorial_quickstart41_FR ~~ * Pour afficher la pr\xe9visualisation, cliquez sur **Rafra\xeechir**. ~~ Image : tutorial_quickstart_preview_FR ~~",(0,l.kt)(p,{mdxType:"STRONG"},"Astuce"),"Si le graphe est trop grand, vous pouvez afficher un graphe partiel en d\xe9pla\xe7ant le curseur du **Ratio** \xe0 50 % ou \xe0 25 %.",(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"Dans la cat\xe9gorie ",(0,l.kt)("strong",{parentName:"li"},"Labels de noeud"),", activez la case \xe0 cocher ",(0,l.kt)("strong",{parentName:"li"},"Afficher les labels"),". "),(0,l.kt)("li",{parentName:"ul"},"Cliquez sur ",(0,l.kt)("strong",{parentName:"li"},"Pr\xe9visualiser"),".",(0,l.kt)("br",{parentName:"li"}),"~~ Image : tutorial_quickstart44_FR ~~",(0,l.kt)("br",{parentName:"li"}),"Dans les ",(0,l.kt)("strong",{parentName:"li"},"Param\xe8tres d\u2019aper\xe7u"),", cliquez sur la liste de ",(0,l.kt)("strong",{parentName:"li"},"R\xe9glages")," pr\xe9d\xe9finis et essayez diff\xe9rentes configurations. ")),(0,l.kt)("h2",{id:"pr\xe9visualisation-du-graphe"},"Pr\xe9visualisation du graphe"),(0,l.kt)("p",null,"~~ Image : ~~ "),(0,l.kt)("h1",{id:"export"},"Export"),(0,l.kt)("h2",{id:"export-au-format-svg"},"Export au format SVG"),(0,l.kt)("p",null,"\xc0 partir de la ",(0,l.kt)("strong",{parentName:"p"},"Pr\xe9visualisation"),", cliquez sur ",(0,l.kt)("strong",{parentName:"p"},"SVG")," en face de ",(0,l.kt)("strong",{parentName:"p"},"Export"),".",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart43_FR ~~ "),(0,l.kt)("p",null,"Tout comme les PDF, les fichiers SVG sont des graphiques vectoriels. Les images peuvent facilement \xeatre redimensionn\xe9es. Il est donc possible de les imprimer ou de les int\xe9grer \xe0 des pr\xe9sentations en haute r\xe9solution. "),(0,l.kt)("p",null,"Les fichiers SVG peuvent \xeatre modifi\xe9s \xe0 l\u2019aide du logiciel Inkscape ou Adobe Illustrator.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : ~~ "),(0,l.kt)(p,{mdxType:"STRONG"},"Captures d\u2019\xe9cran en haute r\xe9solution"),"Si vous pr\xe9f\xe9rez uniquement les captures d\u2019\xe9cran au format PNG en haute r\xe9solution, cliquez sur l\u2019ic\xf4ne ~~ Image : ? ~~ situ\xe9e sous l\u2019aper\xe7u, dans la barre des param\xe8tres d\u2019aper\xe7u.",(0,l.kt)("h1",{id:"enregistrement"},"Enregistrement"),(0,l.kt)("h2",{id:"enregistrement-du-projet"},"Enregistrement du projet"),(0,l.kt)("p",null,"L\u2019enregistrement de votre projet regroupe l\u2019ensemble des donn\xe9es et des r\xe9sultats dans un fichier de session unique.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : tutorial_quickstart48_FR ~~",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Image : ? ~~",(0,l.kt)("br",{parentName:"p"}),"\n","Si vous n\u2019avez pas suivi toutes les \xe9tapes, vous pouvez t\xe9l\xe9charger la session :",(0,l.kt)("br",{parentName:"p"}),"\n",(0,l.kt)("a",{parentName:"p",href:"https://gephi.org/datasets/lesmiserables.gml.zip"},"https://gephi.org/datasets/lesmiserables.gml.zip")),(0,l.kt)("h1",{id:"conclusion"},"Conclusion"),(0,l.kt)("p",null,"Ce tutoriel vous a pr\xe9sent\xe9 les manipulations de base permettant d\u2019ouvrir, de visualiser, de manipuler et de g\xe9n\xe9rer un fichier de r\xe9seau avec Gephi.",(0,l.kt)("br",{parentName:"p"}),"\n","~~ Images : ??? ~~",(0,l.kt)("br",{parentName:"p"}),"\n","Pour en savoir plus : "),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("a",{parentName:"li",href:"http://gephi.org/"},"Site Web Gephi")," "),(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("a",{parentName:"li",href:"http://wiki.gephi.org/"},"Wiki Gephi")," "),(0,l.kt)("li",{parentName:"ul"},(0,l.kt)("a",{parentName:"li",href:"http://wiki.gephi.org/"},"Forum Gephi")," ")),(0,l.kt)("p",null,"Ces pages sont disponibles uniquement en anglais. "),(0,l.kt)("p",null,"Derni\xe8re mise \xe0 jour le 5 mars 2010"))}c.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/assets/js/df203c0f.3806fe1c.js b/assets/js/df203c0f.3806fe1c.js new file mode 100644 index 0000000..1561074 --- /dev/null +++ b/assets/js/df203c0f.3806fe1c.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkgephi_documentation=self.webpackChunkgephi_documentation||[]).push([[9924],{7068:(e,t,l)=>{l.r(t),l.d(t,{default:()=>w});var a=l(7294),n=l(6010),r=l(9960),o=l(2263);const s=["zero","one","two","few","many","other"];function c(e){return s.filter((t=>e.includes(t)))}const i={locale:"en",pluralForms:c(["one","other"]),select:e=>1===e?"one":"other"};function u(){const{i18n:{currentLocale:e}}=(0,o.Z)();return(0,a.useMemo)((()=>{try{return function(e){const t=new Intl.PluralRules(e);return{locale:e,pluralForms:c(t.resolvedOptions().pluralCategories),select:e=>t.select(e)}}(e)}catch(t){return console.error(`Failed to use Intl.PluralRules for locale "${e}".\nDocusaurus will fallback to the default (English) implementation.\nError: ${t.message}\n`),i}}),[e])}function g(){const e=u();return{selectMessage:(t,l)=>function(e,t,l){const a=e.split("|");if(1===a.length)return a[0];a.length>l.pluralForms.length&&console.error(`For locale=${l.locale}, a maximum of ${l.pluralForms.length} plural forms are expected (${l.pluralForms.join(",")}), but the message contains ${a.length}: ${e}`);const n=l.select(t),r=l.pluralForms.indexOf(n);return a[Math.min(r,a.length-1)]}(l,t,e)}}var m=l(1944),d=l(5281),p=l(5999),h=l(3285),f=l(197);function E(e){let{doc:t}=e;return a.createElement("article",{className:"margin-vert--lg"},a.createElement(r.Z,{to:t.permalink},a.createElement("h2",null,t.title)),t.description&&a.createElement("p",null,t.description))}function w(e){let{tag:t}=e;const l=function(){const{selectMessage:e}=g();return t=>e(t,(0,p.I)({id:"theme.docs.tagDocListPageTitle.nDocsTagged",description:'Pluralized label for "{count} docs tagged". 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a.languages.reason.function,function(e){e.languages.sass=e.languages.extend("css",{comment:{pattern:/^([ \t]*)\/[\/*].*(?:(?:\r?\n|\r)\1[ \t].+)*/m,lookbehind:!0,greedy:!0}}),e.languages.insertBefore("sass","atrule",{"atrule-line":{pattern:/^(?:[ \t]*)[@+=].+/m,greedy:!0,inside:{atrule:/(?:@[\w-]+|[+=])/}}}),delete e.languages.sass.atrule;var t=/\$[-\w]+|#\{\$[-\w]+\}/,n=[/[+*\/%]|[=!]=|<=?|>=?|\b(?:and|not|or)\b/,{pattern:/(\s)-(?=\s)/,lookbehind:!0}];e.languages.insertBefore("sass","property",{"variable-line":{pattern:/^[ \t]*\$.+/m,greedy:!0,inside:{punctuation:/:/,variable:t,operator:n}},"property-line":{pattern:/^[ \t]*(?:[^:\s]+ *:.*|:[^:\s].*)/m,greedy:!0,inside:{property:[/[^:\s]+(?=\s*:)/,{pattern:/(:)[^:\s]+/,lookbehind:!0}],punctuation:/:/,variable:t,operator:n,important:e.languages.sass.important}}}),delete e.languages.sass.property,delete e.languages.sass.important,e.languages.insertBefore("sass","punctuation",{selector:{pattern:/^([ 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+ + + + \ No newline at end of file diff --git a/sitemap.xml b/sitemap.xml new file mode 100644 index 0000000..931ec94 --- /dev/null +++ b/sitemap.xml @@ -0,0 +1 @@ +https://docs.gephi.org/tagsweekly0.5https://docs.gephi.org/tags/clusterweekly0.5https://docs.gephi.org/tags/code-styleweekly0.5https://docs.gephi.org/tags/developmentweekly0.5https://docs.gephi.org/tags/guiweekly0.5https://docs.gephi.org/tags/layoutweekly0.5https://docs.gephi.org/tags/startupweekly0.5https://docs.gephi.org/tags/troubleshootingweekly0.5https://docs.gephi.org/tags/videoweekly0.5https://docs.gephi.org/weekly0.5https://docs.gephi.org/Developer_Documentation/weekly0.5https://docs.gephi.org/Developer_Documentation/code_styleweekly0.5https://docs.gephi.org/Developer_Documentation/developer_handbookweekly0.5https://docs.gephi.org/Developer_Documentation/how_to_build_gephiweekly0.5https://docs.gephi.org/Developer_Documentation/localizationweekly0.5https://docs.gephi.org/Plugins/weekly0.5https://docs.gephi.org/Plugins/Add_a_module_panelweekly0.5https://docs.gephi.org/Plugins/Add_a_submenuweekly0.5https://docs.gephi.org/Plugins/Build_a_plugin_without_Gephi_source_codeweekly0.5https://docs.gephi.org/Plugins/code_sharing_strategyweekly0.5https://docs.gephi.org/Plugins/de%CC%81marrage-rapide-frweekly0.5https://docs.gephi.org/Plugins/exportweekly0.5https://docs.gephi.org/Plugins/Extend_Data_Laboratoryweekly0.5https://docs.gephi.org/Plugins/filterweekly0.5https://docs.gephi.org/Plugins/generatorweekly0.5https://docs.gephi.org/Plugins/graphstreamingweekly0.5https://docs.gephi.org/Plugins/importweekly0.5https://docs.gephi.org/Plugins/layoutweekly0.5https://docs.gephi.org/Plugins/Plugin_Quick_Startweekly0.5https://docs.gephi.org/Plugins/preview-rendererweekly0.5https://docs.gephi.org/Plugins/Spigot_importer_with_Wizardweekly0.5https://docs.gephi.org/Plugins/statisticsweekly0.5https://docs.gephi.org/Plugins/update-a-pluginweekly0.5https://docs.gephi.org/User_Manual/datasetsweekly0.5https://docs.gephi.org/User_Manual/guiweekly0.5https://docs.gephi.org/User_Manual/Import_CSV_Dataweekly0.5https://docs.gephi.org/User_Manual/Import_Dynamic_Dataweekly0.5https://docs.gephi.org/User_Manual/Official_Videos/01-first-contact-with-gephiweekly0.5https://docs.gephi.org/User_Manual/Official_Videos/02-layouts-clusters-and-where-to-find-themweekly0.5https://docs.gephi.org/User_Manual/troubleshootingweekly0.5https://docs.gephi.org/User_Manual/vocabularyweekly0.5 \ No newline at end of file diff --git a/tags/cluster/index.html b/tags/cluster/index.html new file mode 100644 index 0000000..2a49599 --- /dev/null +++ b/tags/cluster/index.html @@ -0,0 +1,16 @@ + + + + + +One doc tagged with "Cluster" | Gephi Documentation + + + + +
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