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PGQL - Property Graph Query Language

PGQL is an SQL-based query language for the property graph data model, bringing graph pattern matching capabilities to SQL and NoSQL users.

See the website for a language specification and any newsworthy updates:


PGQL Parser and Static Query Validator

This Git repository contains a parser for PGQL with the following features:

  • Easy-to-understand IR: Given a query string, the parser returns an easy-to-understand intermediate representation (IR) of the query as a set of Java objects

  • Query validation: built-in to the parser is a static query validator that provides meaningful caret-style (e.g. ^^^) error messages:

    Example 1

      FROM MATCH (n) -[e]-> (m)
    Error(s) in line 1:
        Unresolved variable

    Example 2

    SELECT AVG(n.age), n
      FROM MATCH (n:Person)
    Error(s) in line 1:
        SELECT AVG(n.age), n
        Aggregation expected here since SELECT has other aggregation
  • Pretty printing: invoking GraphQuery.toString() will "pretty print" the graph query, which turns unformatted queries into formatted ones:

    (n:Person) WHERE = 'Anthony'
    OR = 'James'
      FROM MATCH (n:person)
     WHERE = 'Anthony'
        OR = 'James'
  • Code completion: given a (partial) query string and a cursor position, the parser can suggest a set of code completions, including built-in functions, labels and properties. These completions can for example be used by an interactive web editor. By providing the parser with metadata about the graph (existing properties and labels), the completions will also include label and property suggestions.

Build and Install the Parser

PGQL's parser can be built on Linux, macOS or Window.

First install JDK 1.8 or higher and Maven 3.5.4 or higher. Then, follow these instructions:

On Linux or macOS:

  • Build and install to your local Maven repository by running sh

On Windows:

  • Open System Properties and add a new variable JAVA_OPTS with value -Xms512m -Xmx1024m -Xss16m
  • Build and install to your local Maven repository by running install_on_windows.bat

Getting Started

After you have installed the parser like explained above, parse two example queries:

  • On Linux or macOS execute cd example; sh
  • On Windows execute:
    cd example
    mvn clean package exec:java -Dexec.mainClass="oracle.pgql.lang.example.Main" -Dexec.cleanupDaemonThreads=false
public class Main {

  public static void main(String[] args) throws PgqlException {

    try (Pgql pgql = new Pgql()) {

      // parse query and print graph query
      PgqlResult result1 = pgql.parse("SELECT n FROM MATCH (n:Person) -[e:likes]-> (m:Person) WHERE = 'Dave'");

      // parse query with errors and print error messages
      PgqlResult result2 = pgql.parse("SELECT x, y, FROM MATCH (n) -[e]-> (m)");


The AST returned by the parser is a GraphQuery object. This would be the input to your query planner.


See the PGQL Specification.


  • Download Eclipse with Spoofax 2.5.16 pre-installed here
  • Import the following projects into Eclipse (File>Import...>Maven>Existing Maven Projects>Browse...):
    • graph-query-ir: Java representation of graph queries
    • pqgl-spoofax: Spoofax implementation of PGQL (parser + error checks)
    • pgql-lang: translation of Spoofax AST into graph-query-ir


PGQL is an open source project. See Contributing for details.

Oracle gratefully acknowledges the contributions to PGQL made by the community.