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v5.0
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    v5.0

      Import from RDF

      This page demonstrates the process of importing data from RDF file(s) into an Ultipa graphset.

      Ultipa Transporter supports data import from RDF files in the format of N-triples, Turtle and RDF/XML.
      The following steps are demonstrated using a Turtle file. See the example file.

      From RDF to Ultipa

      Generate Configuration File

      Execute the following command in your command line tool and select rdf.

      ./ultipa-importer --sample
      

      The import.sample.rdf.yml file will be generated in the same directory as ultipa-importer.exe. If a import.sample.rdf.yml file already exists in that directory, it will be overwritten.

      Modify Configuration File

      The configuration file consists of several sections. Modify the configuration file according to your needs.

      # Mode options: csv/json/jsonl/rdf/graphml/bigQuery/sql/kafka/neo4j/salesforce; only one mode can be used
      # SQL supports mysql/postgresSQL/sqlserver/snowflake/oracle
      mode: rdf
      
      # RDF configurations
      rdf:
        # Specify the file path
        file: "./dataset/account.ttl"
        # Specify the rdf format as "ntriples", "turtle" or "rdfxml"
        format: "turtle"
      
      # Ultipa server configurations
      server:
        # Host IP/URI and port
        # If it is a cluster, separate hosts with commas, i.e., "<ip1>:<port1>,<ip2>:<port2>,<ip3>:<port3>"
        host: "10.11.22.33:1234"
        username: "admin"
        password: "admin12345"
        # The new or existing graphset where data will be imported
        graphset: "myGraph"
        # If the above graphset is new, specify the shards where it will be stored
        shards: "1,2,3"
        # If the above graphset is new, specify the partition function (Crc32/Crc64WE/Crc64XZ/CityHash64) used for sharding
        partitionBy: "Crc32"
        # Path of the certificate file for TLS (optional)
        crt: ""
      
      # Global settings        
      settings:
        # Define the path to output the log file
        logPath: "./logs"
        # Number of rows included in each insertion batch
        batchSize: 10000
        # Import mode supports insert/overwrite/upsert
        importMode: insert
        # Automatically create missing end nodes for edges (applicable only when importing edges)
        createNodeIfNotExist: false
        # Stops the importing process when error occurs
        stopWhenError: false
        # The maximum threads
        threads: 32
        # The maximum size (in MB) of each packet
        maxPacketSize: 40
        # Timezone for the timestamp values
        # timeZone: "+0200"
        # Timestamp value unit, support ms/s
        timestampUnit: s
      

      Configuration Items

      RDF settings

      Field
      Type
      Description
      file String Path of the RDF file to be imported. Multiple files are allowed to be speicified.
      format String Supported formats include ntriples, turtle and rdfxml, corresponding to RDF file extensions .ntl, .ttl and .xml, respectively.
      Ensure the format you specify matches the RDF file to be imported. Otherwise, errors may occur during parsing.

      To specify multiple files, configure in the following way:

      - file: "./test_data/file1.ttl"
        format: "turtle"
      - file: "./test_data/file2.ntl"
        format: "ntriples"
      

      Ultipa server configurations

      Field
      Type
      Description
      host String IP address or URI of the source database.
      username String Database username.
      password String Password of the above user.
      graphset String Name of the target graphset for JSONL file import. If the specified graphset does not exist, it will be created automatically.
      shards String Specifies the shards where data will be processed.
      partitionBy String Specifies the patitioning algorithm, including Crc32, Crc64WE, Crc64XZ and CityHash64.
      crt String Path to the certificate (CRT) file used for TLS encryption.

      Global settings

      Field
      Type
      Default
      Description
      logPath String "./logs" The path to save the log file.
      batchSize Integer 10000 Number of nodes or edges to insert per batch.
      importMode String upsert Specifies how the data is inserted into the graph, including overwrite, insert and upsert. When updating nodes or edges, use the upsert mode to prevent overwriting existing data.
      createNodeIfNotExist Bool false Whether missing nodes are automatically created when inserting edges:
    • true: The system automatically creates nodes that do not exist.
    • false: The related edges will not be imported.
    • stopWhenError Bool false Whether to stop the import process when an error occurs.
      threads Integer 32 The maximum number of threads. 32 is suggested.
      maxPacketSize Integer 40 The maximum size of data packets in MB that can be sent or received.
      timestampUnit String s The unit of measurement for timestamp data. Supported units are ms (milliseconds) and s (seconds).

      Execute Import

      The import process uses the configuration file specified by the -config parameter to import data from RDF files into the target server and display it in the Ultipa graph structure.

      ./ultipa-importer --config import.sample.rdf.yml
      

      Mapping Rules

      • Subjects are mapped to nodes.
      • Predicates are mapped:
        • To node property names when the objects are literals.
        • To edges when the objects act as subjects in other triples.
      • Objects are mapped to property values if they are not subjects in other triples.
      • Node schemas are set according to the subject prefix, with the following considerations:
        • Blank subjects, treated as blank nodes, are inserted into the "default" schema.
          • Subject without a prefix are assigned schema names starting from ns0, with subsequent schemas incrementing sequentially (e.g., ns1, ns2, etc.).
      • Edge schemas are set according to the predicate prefix.
      • If the schema name is shorter than 2 characters, the system will duplicate it for schema creation (e.g., the schema "a" is duplicated as "aa").

      Example File

      In this example, an RDF file in the format of .ttl is imported.

      @prefix ultipaVoc: <http://ultipa.com/vocab/sw#> .
      @prefix ultipaInd: <http://ultipa.com/ind#> .
      @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
      @prefix ex: <http://example.org/> .
      
      ultipaInd:pythonSDK ultipaVoc:name "SDK" ;
               a ultipaVoc:UltipaTool ;
               ultipaVoc:version "4.3.0.1" ;
               ultipaVoc:releaseDate "2023-03-06" ;
               ultipaVoc:runsOn ultipaInd:UltipaGraph432 .
      
      ultipaInd:transporter233 ultipaVoc:name "Transporter" ;
               a ultipaVoc:UltipaTool ;
               ultipaVoc:version "4.3.1" ;
               ultipaVoc:releaseDate "2023-07-20" ;
               ultipaVoc:runsOn ultipaInd:UltipaGraph432 .
      
      ultipaInd:manager3028 ultipaVoc:name "UltipaManager" ;
               a ultipaVoc:UltipaTool ;
               ultipaVoc:version "4.3.0.2" ;
               ultipaVoc:releaseDate "2023-05-29" ;
               ultipaVoc:runsOn ultipaInd:UltipaGraph432 .
      
      ultipaInd:UltipaGraph432 ultipaVoc:name "UltipaGraph" ;
               a ultipaVoc:GraphPlatform , ultipaVoc:InspiringPlatform ;
               ultipaVoc:version "4.3.2" .
      
      # Normal nodes
      ex:subject1 ex:predicate1 "normal string literal" .
      ex:subject2 ex:predicate2 "another string literal" .
      
      # Blank nodes
      _:blankNode1 ex:predicate3 "string literal for blank node" .
      ex:subject3 ex:predicate4 _:blankNode2 .
      
      # Literals
      ex:subject4 ex:predicate5 "365"^^xsd:integer .
      ex:subject5 ex:predicate6 "true"^^xsd:boolean .
      ex:subject6 ex:predicate7 "3.14"^^xsd:float .
      ex:subject7 ex:predicate8 "2024-08-21T00:00:00Z"^^xsd:dateTime .
      
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