ORBITS is a standalone tool for filtering answers that hold under a given inconsistency-tolerant semantics among AR, IAR and brave with standard repairs or Pareto- or completion-optimal repairs in the case where a priority relation between the conflicting facts is given. ORBITS implements a variety of algorithms and propositional encoding variants for each semantics and type of repairs. The description of the semantics, repair types, encoding variants and algorithms are given in a technical report available on arXiv. Data used in the experimental evaluation of ORBITS is available on Zenodo (DOI 10.5281/zenodo.5946827).

ORBITS takes as input two JSON files containing respectively the conflict graph (directed by the priority relation) and the candidate answers associated to their causes. Examples of such files can be found in the directory testInput. Conflict graph files contain lists of directed edges stored as follows:

fact : [ list of facts of greater or same priority ]

Maps of answers to causes contain lists of answers mapped to their causes as follows:

answer : [ list of causes ] with causes of the form [list of cause facts]

Note that for plain AR semantics, the conflict graph has to be without priority relationship (i.e. for all facts a and b, if the conflict graph contains a:[...b...], it also contains b:[...a...] ).

ORBITS outputs a JSON file containing the answers that hold under the required semantics.

Prerequisites: java with JDK 1.8 or greater and Maven (or Eclipse IDE supporting Maven).

** If you want to test ORBITS without installing Maven, you can use the runnable jar orbits.jar available in this directory **

Clone this repository:

$ git clone https://github.com/bourgaux/orbits.git

Then either directly build a runnable jar file with Maven or import the Maven project in Eclipse.

Go to the root of the project and launch:

$ mvn install

A jar named orbits-1.1.jar will be generated in directory target.

Select File>Import>Maven>Existing Maven Projects and select the orbits directory and the pom.xml file.

Update (Right-click the project and select Maven>Update Project) then run class main.Main.

There are two ways of passing the input files and choosing the semantics and algorithms to use: either directly write the arguments in src/main/Parameters.java, or pass them through the command line. If the number of arguments given in the command line is different from 11, they are disregarded and those in src/main/Parameters.java are used.

The arguments are the following:

• conflictGraphFile: path to conflict graph file.
• potentialAnswersAndCausesFile: path to file containing map of answers to their causes.
• outputFile: path to file where answers true under the required semantics will be written if parameter printAnswers is set to true.
• statLogFile: path to file where statistic (number of answers, run times, possibly statistics about encodings sizes) will be written.
• semantics: among AR, IAR and brave.
• repairType: among standard, pareto_all_reachable_encoding, pareto_conf_of_conf_encoding and completion.
• algo: choose an algorithm compatible with the chosen semantics and repair type among generic_sat_based, generic_maxsat_based, generic_muses_based, generic_assumptions_based, cause_by_cause (for IAR or brave semantics only), iar_cause_checking_each_fact (for IAR semantics only), iar_facts_maxsat (for IAR semantics only).
• encodingContradiction: cqapri_encoding or cavsat_encoding (for AR or IAR semantics only).
• printAnswers: TRUE to print the answers that hold under the required semantics, FALSE to only print statistics (see outputFile and statLogFile).
• printDetails: TRUE to print details about sizes of encodings and times to encode and solve the problems.
• solver: use sat4j by default. It is possible to use a standalone Maxsat solver (sat4j_standalone or maxhs) for generic_maxsat_based algorithm, provided this Maxsat solver is installed.

$ java -jar orbits-1.1.jar <conflictGraphFile> <potentialAnswersAndCausesFile> <outputFile> <statLogFile> <semantics> <repairType> <algo> <encodingContradiction> <printAnswers> <printDetails> <solver>

Example: Assuming orbits-1.1.jar has been generated in directory target by command mvn install, go to the root of the project and launch:

$ java -jar target/orbits-1.1.jar testInput/testPriorityScoreStructured_conflictgraph.json testInput/testPriorityScoreStructured_answers_causes.json testOutput/testPriorityScoreStructured_output.json testOutput/test_log.txt AR pareto_all_reachable_encoding generic_sat_based cqapri_encoding TRUE FALSE sat4j

Edit the src/main/Parameters.java file by replacing the test arguments with the arguments you want to use. The possible values of semantics, repairType, algo, encodingContradiction and solver are given in this same file by the enumerations Semantics, RepairType, Algorithm, EncodingTypeContradictionPart and Solvers. Then either generate a runnable jar and run it without passing any arguments, or directly compile the project and run main class main.Main.

• src/main contains the java source code of ORBITS.
• src/test contains some tests.
• testInput contains several conflict graphs and files of answers and causes.
• testOutput is the directory in which output files are produced by the tests.
• solverFiles is the directory where solver input and output files will be produced in the case where a standalone Maxsat solver is used.