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Cypher Language Overview

The implementation of Cypher in Graph Lakehouse closely follows the openCypher community group's version 9 specification of the Cypher language. (See the openCypher Resource page available at https://www.opencypher.org/resources/. An Acrobat PDF copy of the Cypher Query Language Reference is available at https://s3.amazonaws.com/artifacts.opencypher.org/openCypher9.pdf.

Some Cypher features, based on the version 9 openCypher specification of the Cypher language, are not yet supported in Graph Lakehouse:

  • Uniqueness
  • Cypher statements with interleaving of read and update clauses
  • The Merge clause
  • Relational and concatenation operators on list and map types
  • The Unwind clause with list variables
  • Path variable and variable length pattern matching
  • Graph Lakehouse UDX and graph algorithms support
  • Parameters

For users of previous Graph Lakehouse releases, support for the following new features was added for Graph Lakehouse Version 2.4 and later releases:

  • List and map type support
  • The Collect() aggregate
  • Functions operating on list and map types
  • List comprehension
  • Property chaining and dynamic property access with the '[ ]' operator
  • Improved node/relationship variables handling in complex expressions

To use Cypher in Graph Lakehouse, queries and other statements can be sent over the Bolt client-server network protocol to Graph Lakehouse servers. Graph Lakehouse supports Bolt protocol, version 1.0. Port 7088 is the default port used for the Bolt end-point. The azgbolt CLI provides a simple way to send Cypher queries to Graph Lakehouse over the Bolt protocol. For example:

azgbolt -f query.cql azgbolt -c "match (m:Movie) return m"

Graph data can be queried with SPARQL as well as Cypher language statements; both query modes can co-exist. The Graph Lakehouse Bolt protocol can also be used to execute SPARQL queries, however, in that case, support for various data types in results returned from queries is limited.

For a brief introduction to using Cypher in Graph Lakehouse, see Working with Cypher and the Movie Data.

In Cypher, CREATE statements can be used to load graph data into Graph Lakehouse, which is convenient for loading smaller data sets. For bulk loading of larger RDF/RDF* data sets or non-RDF data, see Load & Manage Data for more information.

Cypher node and relationship data is represented in RDF* triples format as illustrated in the following example.

Cypher CREATE statements:

CREATE (TheMatrix:Movie {title:'The Matrix', released:1999, tagline:'Welcome to the Real World'}) CREATE (Keanu:Person {name:'Keanu Reeves', born:1964}) CREATE (Keanu)-[:ACTED_IN {role:'Neo'}]->(TheMatrix)

RDF* triple format of data stored in Graph Lakehouse:

@prefix rdf: http://www.w3.org/1999/02/22-rdf-syntax-ns# . rdf:type . 'The Matrix' . <TheMatrix> <released> 1999 . <TheMatrix> <tagline> 'Welcome to the Real World' . <Keanu> rdf:type <Person> . <Keanu> <name> 'Keanu Reeves' . <Keanu> <born> 1964 . << <Keanu> <ACTED_IN> <TheMatrix> >> <role> 'Neo' .</p> <p>To query data using Cypher, the <strong>auto_predicate</strong> configuration setting should be enabled before loading data into Graph Lakehouse. Saving information about Cypher nodes requires that the node labels be registered as predicates, so enabling the auto_predicate setting ensures that node labels are registered as predicates during any subsequent data load operations.</p> <h2>Cypher Syntax Conventions</h2> <p>The specification of Cypher language syntax provides some difference from that used with SPARQL. The following list describes some specific conventions and styling used in specifying Cypher command syntax and other elements:</p> <ul> <li>Node labels are case-sensitive, typically specified in CamelCase format, for example, (:NetworkAddress).</li> <li>Relationship types are styled in all upper-case, using the underscore character between words, for example: [:ACTED_IN].</li> <li>Property keys, variables, parameters, aliases, and functions are case-sensitive and typically styled in CamelCase where the first letter of one of these elements begins with a lower-case letter. Capitalization must match either what is in the database (properties), what is already defined in the query (variables, parameters, aliases), or Cypher definitions (functions).</li> <li>Clauses are not case-sensitive, but are typically styled in all capital letters.</li> <li>Keywords, such as AND, DISTINCT, IN, CONTAINS, NOT, and others are not case-sensitive but are typically styled in all capital letters.</li> <li>Single quotes are typically used to specify literal string values, except when single quotes are part of the string.</li> <li>Escaping special characters and spaces in property and label names is done by enclosing the identifer with special characters between single back quote characters ( ` ), for example `special character`.</li> <li><em>Italics</em> are used in this document to identify placeholder values that you replace in a Cypher statement.</li> </ul> <h2>The Cypher Property Graph Model</h2> <p>The Cypher graph query language operates on property graphs. A property graph is defined as a directed, vertex-labeled, edge-labeled multigraph with self edges, where edges have their own identity. In a property graph, the term <strong>node</strong> is used to denote a vertex, and <strong>relationship</strong> is used to denote an edge.</p> <p>The following elements may exist in a property graph:</p> <ul> <li>Entity<ul> <li>Node</li> <li>Relationship</li> </ul> </li> <li>Path</li> <li>Token<ul> <li>Label</li> <li>Relationship type</li> <li>Property key</li> </ul> </li> <li>Property</li> </ul> <h3>Entities</h3> <p>An entity has a unique, comparable identity which is assigned a set of properties, each of which are uniquely identified.</p> <h4>Nodes</h4> <p>A node is the basic entity of the graph. In addition:</p> <ul> <li>A node may be assigned a set of unique labels.</li> <li>A node may have zero or more outgoing relationships.</li> <li>A node may have zero or more incoming relationships.</li> </ul> <h4>Relationships</h4> <p>A relationship is an entity that specifies a directed connection between exactly two nodes, the</p> <p>source node and the target node. In addition:</p> <ul> <li>An outgoing relationship is a directed relationship from the point of view of its source node.</li> <li>An incoming relationship is a directed relationship from the point of view of its target node. A relationship is assigned exactly one relationship type.</li> </ul> <p>In Graph Lakehouse, no two relationships can have the same set of start and end nodes connected by the same relationship type.That is, relationships are uniquely identified by the start node, end node, and relationship type. Also, unique integer identifiers can be associated with nodes, however no integer identifier can be designated for relationships.</p> <h3>Paths</h3> <p>A path represents a walk-through of a property graph consisting of a sequence of alternating nodes and relationships. In addition:</p> <ul> <li>A path always starts and ends at a node.</li> <li>The shortest possible path contains a single node; also called an empty path.</li> <li>A path has a length, which is an integer greater than or equal to zero; the length is equal to the number of relationships in the path.</li> </ul> <h3>Tokens</h3> <p>A token is a nonempty string of Unicode characters.</p> <h4>Labels</h4> <p>A label is a token that is assigned only to nodes.</p> <h4>Relationship types</h4> <p>A relationship type is an attribute which is only assigned to relationships.</p> <h4>Property keys</h4> <p>A property key is a token which uniquely identifies an entity’s property.</p> <h3>Properties</h3> <p>A property is a pair consisting of a property key and a property value. A property value is an instance of one of Cypher’s concrete, scalar types, or a list of a concrete, scalar type.</p> <h2>Reserved Keywords</h2> <p>You can escape any Cypher reserved words by enclosing the reserved word between single back quote characters ( ` ), for example `reserved word`.</p> </div><p class="mt-8 pt-4 border-t border-slate-800 text-xs text-slate-500">Source:<!-- --> <a href="https://docs.sw.siemens.com/documentation/external/PL20260518131381558/en-US/html/cyref-overview.htm" target="_blank" rel="noreferrer">https://docs.sw.siemens.com/documentation/external/PL20260518131381558/en-US/html/cyref-overview.htm</a> · retrieved 2026-08-23</p></article><!--$--><!--/$--></div></div><footer class="border-t border-slate-800 mt-16"><div class="mx-auto max-w-7xl px-4 sm:px-6 py-8 text-xs text-slate-500 space-y-2"><p>Unofficial, community-maintained mirror of Siemens' published documentation for Graph Lakehouse and Graph Studio, extracted from docs.sw.siemens.com. 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(See the openCypher Resource page available at \u003ca href=\"https://www.opencypher.org/resources/\" title=\"openCypher Resource\"\u003ehttps://www.opencypher.org/resources/\u003c/a\u003e. 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Graph Lakehouse supports Bolt protocol, version 1.0. Port 7088 is the default port used for the Bolt end-point. The azgbolt CLI provides a simple way to send Cypher queries to Graph Lakehouse over the Bolt protocol. For example:\u003c/p\u003e\n\u003cp\u003eazgbolt -f query.cql\nazgbolt -c \u0026quot;match (m:Movie) return m\u0026quot;\u003c/p\u003e\n\u003cp\u003eGraph data can be queried with SPARQL as well as Cypher language statements; both query modes can co-exist. The Graph Lakehouse Bolt protocol can also be used to execute SPARQL queries, however, in that case, support for various data types in results returned from queries is limited.\u003c/p\u003e\n\u003cp\u003eFor a brief introduction to using Cypher in Graph Lakehouse, see \u003ca href=\"/docs/graph-lakehouse/cypher\"\u003eWorking with Cypher and the Movie Data\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eIn Cypher, CREATE statements can be used to load graph data into Graph Lakehouse, which is convenient for loading smaller data sets. For bulk loading of larger RDF/RDF* data sets or non-RDF data, see \u003ca href=\"/docs/graph-lakehouse/load-data\"\u003eLoad \u0026amp; Manage Data\u003c/a\u003e for more information.\u003c/p\u003e\n\u003cp\u003eCypher node and relationship data is represented in RDF* triples format as illustrated in the following example.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCypher CREATE statements\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003eCREATE (TheMatrix:Movie {title:\u0026#39;The Matrix\u0026#39;, released:1999, tagline:\u0026#39;Welcome to the Real World\u0026#39;})\nCREATE (Keanu:Person {name:\u0026#39;Keanu Reeves\u0026#39;, born:1964})\nCREATE (Keanu)-[:ACTED_IN {role:\u0026#39;Neo\u0026#39;}]-\u0026gt;(TheMatrix)\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eRDF* triple format of data stored in Graph Lakehouse\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003e@prefix rdf: \u003ca href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\"\u003ehttp://www.w3.org/1999/02/22-rdf-syntax-ns#\u003c/a\u003e .\n\u003cTheMatrix\u003e rdf:type \u003cMovie\u003e .\n\u003cTheMatrix\u003e \u003ctitle\u003e \u0026#39;The Matrix\u0026#39; .\n\u003cTheMatrix\u003e \u003creleased\u003e 1999 .\n\u003cTheMatrix\u003e \u003ctagline\u003e \u0026#39;Welcome to the Real World\u0026#39; .\n\u003cKeanu\u003e rdf:type \u003cPerson\u003e .\n\u003cKeanu\u003e \u003cname\u003e \u0026#39;Keanu Reeves\u0026#39; .\n\u003cKeanu\u003e \u003cborn\u003e 1964 .\n\u0026lt;\u0026lt; \u003cKeanu\u003e \u0026lt;ACTED_IN\u0026gt; \u003cTheMatrix\u003e \u0026gt;\u0026gt; \u003crole\u003e \u0026#39;Neo\u0026#39; .\u003c/p\u003e\n\u003cp\u003eTo query data using Cypher, the \u003cstrong\u003eauto_predicate\u003c/strong\u003e configuration setting should be enabled before loading data into Graph Lakehouse. Saving information about Cypher nodes requires that the node labels be registered as predicates, so enabling the auto_predicate setting ensures that node labels are registered as predicates during any subsequent data load operations.\u003c/p\u003e\n\u003ch2\u003eCypher Syntax Conventions\u003c/h2\u003e\n\u003cp\u003eThe specification of Cypher language syntax provides some difference from that used with SPARQL. The following list describes some specific conventions and styling used in specifying Cypher command syntax and other elements:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eNode labels are case-sensitive, typically specified in CamelCase format, for example, (:NetworkAddress).\u003c/li\u003e\n\u003cli\u003eRelationship types are styled in all upper-case, using the underscore character between words, for example: [:ACTED_IN].\u003c/li\u003e\n\u003cli\u003eProperty keys, variables, parameters, aliases, and functions are case-sensitive and typically styled in CamelCase where the first letter of one of these elements begins with a lower-case letter. Capitalization must match either what is in the database (properties), what is already defined in the query (variables, parameters, aliases), or Cypher definitions (functions).\u003c/li\u003e\n\u003cli\u003eClauses are not case-sensitive, but are typically styled in all capital letters.\u003c/li\u003e\n\u003cli\u003eKeywords, such as AND, DISTINCT, IN, CONTAINS, NOT, and others are not case-sensitive but are typically styled in all capital letters.\u003c/li\u003e\n\u003cli\u003eSingle quotes are typically used to specify literal string values, except when single quotes are part of the string.\u003c/li\u003e\n\u003cli\u003eEscaping special characters and spaces in property and label names is done by enclosing the identifer with special characters between single back quote characters ( ` ), for example `special character`.\u003c/li\u003e\n\u003cli\u003e\u003cem\u003eItalics\u003c/em\u003e are used in this document to identify placeholder values that you replace in a Cypher statement.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eThe Cypher Property Graph Model\u003c/h2\u003e\n\u003cp\u003eThe Cypher graph query language operates on property graphs. A property graph is defined as a directed, vertex-labeled, edge-labeled multigraph with self edges, where edges have their own identity. In a property graph, the term \u003cstrong\u003enode\u003c/strong\u003e is used to denote a vertex, and \u003cstrong\u003erelationship\u003c/strong\u003e is used to denote an edge.\u003c/p\u003e\n\u003cp\u003eThe following elements may exist in a property graph:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEntity\u003cul\u003e\n\u003cli\u003eNode\u003c/li\u003e\n\u003cli\u003eRelationship\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePath\u003c/li\u003e\n\u003cli\u003eToken\u003cul\u003e\n\u003cli\u003eLabel\u003c/li\u003e\n\u003cli\u003eRelationship type\u003c/li\u003e\n\u003cli\u003eProperty key\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eProperty\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eEntities\u003c/h3\u003e\n\u003cp\u003eAn entity has a unique, comparable identity which is assigned a set of properties, each of which are uniquely identified.\u003c/p\u003e\n\u003ch4\u003eNodes\u003c/h4\u003e\n\u003cp\u003eA node is the basic entity of the graph. In addition:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eA node may be assigned a set of unique labels.\u003c/li\u003e\n\u003cli\u003eA node may have zero or more outgoing relationships.\u003c/li\u003e\n\u003cli\u003eA node may have zero or more incoming relationships.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eRelationships\u003c/h4\u003e\n\u003cp\u003eA relationship is an entity that specifies a directed connection between exactly two nodes, the\u003c/p\u003e\n\u003cp\u003esource node and the target node. In addition:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAn outgoing relationship is a directed relationship from the point of view of its source node.\u003c/li\u003e\n\u003cli\u003eAn incoming relationship is a directed relationship from the point of view of its target node. A relationship is assigned exactly one relationship type.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eIn Graph Lakehouse, no two relationships can have the same set of start and end nodes connected by the same relationship type.That is, relationships are uniquely identified by the start node, end node, and relationship type. Also, unique integer identifiers can be associated with nodes, however no integer identifier can be designated for relationships.\u003c/p\u003e\n\u003ch3\u003ePaths\u003c/h3\u003e\n\u003cp\u003eA path represents a walk-through of a property graph consisting of a sequence of alternating nodes and relationships. In addition:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eA path always starts and ends at a node.\u003c/li\u003e\n\u003cli\u003eThe shortest possible path contains a single node; also called an empty path.\u003c/li\u003e\n\u003cli\u003eA path has a length, which is an integer greater than or equal to zero; the length is equal to the number of relationships in the path.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTokens\u003c/h3\u003e\n\u003cp\u003eA token is a nonempty string of Unicode characters.\u003c/p\u003e\n\u003ch4\u003eLabels\u003c/h4\u003e\n\u003cp\u003eA label is a token that is assigned only to nodes.\u003c/p\u003e\n\u003ch4\u003eRelationship types\u003c/h4\u003e\n\u003cp\u003eA relationship type is an attribute which is only assigned to relationships.\u003c/p\u003e\n\u003ch4\u003eProperty keys\u003c/h4\u003e\n\u003cp\u003eA property key is a token which uniquely identifies an entity’s property.\u003c/p\u003e\n\u003ch3\u003eProperties\u003c/h3\u003e\n\u003cp\u003eA property is a pair consisting of a property key and a property value. A property value is an instance of one of Cypher’s concrete, scalar types, or a list of a concrete, scalar type.\u003c/p\u003e\n\u003ch2\u003eReserved Keywords\u003c/h2\u003e\n\u003cp\u003eYou can escape any Cypher reserved words by enclosing the reserved word between single back quote characters ( ` ), for example `reserved word`.\u003c/p\u003e\n"])</script><script>self.__next_f.push([1,"10:[\"$\",\"article\",null,{\"className\":\"prose-nx\",\"children\":[[\"$\",\"p\",null,{\"className\":\"text-xs text-slate-500 mb-2 uppercase tracking-wide\",\"children\":\"graph-lakehouse\"}],[\"$\",\"div\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"$19\"}}],\"$L1a\"]}]\n"])</script><script>self.__next_f.push([1,"1a:[\"$\",\"p\",null,{\"className\":\"mt-8 pt-4 border-t border-slate-800 text-xs text-slate-500\",\"children\":[\"Source:\",\" \",[\"$\",\"a\",null,{\"href\":\"https://docs.sw.siemens.com/documentation/external/PL20260518131381558/en-US/html/cyref-overview.htm\",\"target\":\"_blank\",\"rel\":\"noreferrer\",\"children\":\"https://docs.sw.siemens.com/documentation/external/PL20260518131381558/en-US/html/cyref-overview.htm\"}],\" · retrieved 2026-08-23\"]}]\n"])</script><script>self.__next_f.push([1,"16:[[\"$\",\"meta\",\"0\",{\"charSet\":\"utf-8\"}],[\"$\",\"meta\",\"1\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}]]\n"])</script><script>self.__next_f.push([1,"1b:I[27201,[\"/_next/static/chunks/15zs5ujzj_hzy.js?dpl=dpl_82FufKMKKqFzC71xfLxAuRk1aHd5\",\"/_next/static/chunks/14mrh2-p_w84d.js?dpl=dpl_82FufKMKKqFzC71xfLxAuRk1aHd5\"],\"IconMark\"]\n13:null\n18:[[\"$\",\"title\",\"0\",{\"children\":\"Graph Knowledge Base | Graph Lakehouse \u0026 Graph Studio\"}],[\"$\",\"meta\",\"1\",{\"name\":\"description\",\"content\":\"A human-readable knowledge base for Siemens Graph Lakehouse and Graph Studio, mirrored in full from Siemens' published documentation.\"}],[\"$\",\"link\",\"2\",{\"rel\":\"icon\",\"href\":\"/favicon.ico?favicon.2vob68tjqpejf.ico\",\"sizes\":\"256x256\",\"type\":\"image/x-icon\"}],[\"$\",\"link\",\"3\",{\"rel\":\"icon\",\"href\":\"/icon.svg?icon.11u_gr2-kf0w3.svg\",\"sizes\":\"any\",\"type\":\"image/svg+xml\"}],[\"$\",\"$L1b\",\"4\",{}]]\n"])</script></body></html>