Friday, 6 March 2026

Apache TinkerPop Tutorial

 

      Introduction to Graph Databases
      Introduction to Apache TinkerPop
      What Apache TinkerPop Offers?
      Understanding the Property Graph Model
      The within Predicate in Gremlin
      Aggregation with mean() in Gremlin
      The Gremlin Console
      Running Groovy Scripts with the Gremlin Command Line Tool
      Discovering Gremlin Command Line Options via --help
      Determining the Installed Apache TinkerPop Version
      Recording Gremlin Console Sessions to a File
      TinkerGraph: An In-Memory Reference Implementation for Learning and Exploration
      Getting Started with TinkerGraph in the Gremlin Console
      Introducing the Learning Platform Graph: A Practical GraphML Example for Gremlin and TinkerPop
      Loading Scripts in the Gremlin Console with the :load Command
      Turning Off Unnecessary Output in the Gremlin Console
      Creating and Managing Vertexes, Edges with Gremlin Traversals in TinkerPop
      Gremlin Traversals: The Foundation of Graph Queries
      Retrieving Property Values from a Vertex
      Testing Property Existence in Gremlin using has() and hasNot()
      Counting Vertices and Edges in Gremlin
      Grouped Counting in Gremlin: Understanding Distributions, Not Just Totals
      Vertex Adjacency, Incidence, and Outgoing Traversals (out()) in Gremlin
      Incoming Traversals (in()): Navigating Incoming Adjacent Vertices in Gremlin
      Bidirectional Traversals (both()): Exploring All Adjacent Vertices
      Outgoing Edge Traversals (outE()): Working with Outgoing Incident Edges
      Incoming Edge Traversals (inE()): Working with Incoming Incident Edges
      Bidirectional Edge Traversals (bothE()): Exploring All Incident Edges
      Outgoing Vertex Traversal (outV()): Moving from an Edge to Its Source Vertex
      Incoming Vertex Traversal (inV()): Moving from an Edge to Its Target Vertex
      otherV(): Navigating to the Opposite Vertex in the E-Commerce Graph
      Converting Multiple Traversers into a Single List Using Gremlin fold()
      Finding Reachable Destinations with One Intermediate Step Using Gremlin Traversals
      Tracing Graph Traversals in Gremlin Using path()
      Selective Path Traversals in Gremlin using from() and to()
      How to Check if a Connection Exists Between Two Vertices in Gremlin?
      Labeling and Reusing Traversal Steps in Gremlin using as, select and project
      Handling Multiple as() Steps with the Same Label using first, last and all keywords
      Inspecting Edges Between Vertices in Gremlin
      Controlling Result Size in Gremlin: limit, tail, range, and timeLimit Explained
      Retrieving Vertex Ranges in Gremlin: range() vs skip() Explained
      Removing Duplicate Results with dedup in Gremlin
      Exploring Vertex and Edge Properties with valueMap in Gremlin
      Controlling valueMap() Output in Apache TinkerPop Using WithOptions
      From valueMap to elementMap: Cleaner Gremlin Query Patterns
      How to Assign Traversal Results to Variables in Gremlin?
      Understanding toList(), toSet(), toBulkSet() and fill() in Gremlin
      Working with Vertex and Edge Labels in Gremlin
      Gremlin local() Explained: Global vs Per-Element Calculations
      Gremlin as a Statistical Engine: count(), sum(), mean(), min(), max()
      Understanding Gremlin Predicates: eq, neq, gt, lt, and More
      Using between() in Gremlin to Simulate startsWith
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