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GraphScope 文档
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概述

  • GraphScope 简介
  • 入门指南
  • 加载图数据
  • 图分析工作负载
  • 图交互式工作负载
  • 图学习工作负载
  • GraphScope的设计
  • GraphScope的定位
  • 术语表
  • 常见问题解答

安装与部署

  • 在本地安装GraphScope
  • 在K8s集群上部署
  • 使用现有Vineyard集群部署
  • 在Kubernetes集群上持久化存储图数据
  • 使用 helm 部署 GraphScope
  • 在离线环境中安装GraphScope

GraphScope Flex

  • Coordinator
    • 入门指南
    • 开发指南
      • 开发与测试
      • Coordinator Python SDK 参考文档
    • Coordinator RESTFul API
  • GraphScope Interactive
    • 概述
    • 安装
    • 入门指南
    • 使用自定义图
    • 存储过程
    • 配置
    • 数据模型
    • 数据导入配置
    • 开发指南
      • 开发与测试
      • Java SDK 参考文档
      • Python SDK 参考文档
      • 交互式RESTFul API
      • 在GraphScope交互式引擎上创建C++存储过程
    • 部署
    • 术语表

图分析引擎

  • 入门指南
  • GAE 部署指南
  • 分析引擎设计
    • 概述与架构
    • 核心概念
    • 顶点中心模型
    • 编程模型: PIE
    • Ingress: 增量式图算法
    • 编程模型：FLASH
    • NetworkX 兼容性
    • 内置算法
    • 自定义算法
    • 性能调优
  • 指南与示例
  • 开发与测试

图交互引擎

  • 入门指南
  • GIE的独立部署
  • Apache TinkerPop 生态系统
    • GIE for Gremlin
    • 指南与示例
    • 支持的Gremlin步骤
    • GIE Gremlin 使用常见问题解答
  • Neo4j生态系统
    • GIE for Cypher
    • Cypher 支持
    • 在GIE中使用LLM作为智能体助手
  • GOpt: 图原生查询优化框架
  • 通过JNI和RESTful API实现的Graph Planner接口
  • 通用基准测试工具
  • GIE的设计
  • 开发与测试

图学习引擎

  • 入门指南
  • GLE的设计
  • 图采样
  • 指南与示例
  • 开发与测试

存储引擎

  • GRIN: 图检索接口
  • Groot: 持久化图存储
  • Vineyard上的内存不可变图
  • GraphAr: 标准图数据文件格式
  • GART: 弥合关系型OLTP与图工作负载之间的鸿沟

故障排查与实用工具

  • 如何查找日志
  • 命令行工具 gsctl
  • 错误代码

开发

  • 开发指南
  • 代码风格指南
  • 如何测试
  • 如何贡献

参考文档

  • Python API 参考文档
    • Session
      • graphscope.session
      • graphscope.get_default_session
      • graphscope.has_default_session
      • graphscope.set_option
      • graphscope.g
      • graphscope.gremlin
      • graphscope.graphlearn
    • Graph
    • 分析应用
      • graphscope.framework.app.load_app
    • 上下文
    • Selector
    • 操作
      • graphscope.framework.operation.Operation.__init__
      • graphscope.framework.operation.Operation.as_op_def
      • graphscope.framework.operation.Operation.key
      • graphscope.framework.operation.Operation.signature
      • graphscope.framework.operation.Operation.eval
      • graphscope.framework.operation.Operation.evaluated
      • graphscope.framework.dag_utils.create_app
      • graphscope.framework.dag_utils.bind_app
      • graphscope.framework.dag_utils.run_app
      • graphscope.framework.dag_utils.create_graph
      • graphscope.framework.dag_utils.create_loader
      • graphscope.framework.dag_utils.add_labels_to_graph
      • graphscope.framework.dag_utils.dynamic_to_arrow
      • graphscope.framework.dag_utils.arrow_to_dynamic
      • graphscope.framework.dag_utils.modify_edges
      • graphscope.framework.dag_utils.modify_vertices
      • graphscope.framework.dag_utils.report_graph
      • graphscope.framework.dag_utils.project_arrow_property_graph
      • graphscope.framework.dag_utils.project_to_simple
      • graphscope.framework.dag_utils.copy_graph
      • graphscope.framework.dag_utils.to_directed
      • graphscope.framework.dag_utils.to_undirected
      • graphscope.framework.dag_utils.create_graph_view
      • graphscope.framework.dag_utils.clear_graph
      • graphscope.framework.dag_utils.clear_edges
      • graphscope.framework.dag_utils.create_subgraph
      • graphscope.framework.dag_utils.create_unload_op
      • graphscope.framework.dag_utils.unload_app
      • graphscope.framework.dag_utils.unload_graph
      • graphscope.framework.dag_utils.unload_context
      • graphscope.framework.dag_utils.context_to_numpy
      • graphscope.framework.dag_utils.context_to_dataframe
      • graphscope.framework.dag_utils.to_vineyard_tensor
      • graphscope.framework.dag_utils.to_vineyard_dataframe
      • graphscope.framework.dag_utils.to_data_sink
      • graphscope.framework.dag_utils.output
      • graphscope.framework.dag_utils.get_context_data
      • graphscope.framework.dag_utils.add_column
      • graphscope.framework.dag_utils.graph_to_numpy
      • graphscope.framework.dag_utils.graph_to_dataframe
      • graphscope.framework.dag_utils.gremlin_to_subgraph
    • Cython SDK API
      • graphscope.Vertex
      • graphscope.declare
    • 交互式查询
    • 图学习
    • NetworkX-style API
      • 图类型
      • 图转换
      • 内置算法
      • 功能
        • graphscope.nx.classes.function.degree
        • graphscope.nx.classes.function.degree_histogram
        • graphscope.nx.classes.function.density
        • graphscope.nx.classes.function.info
        • graphscope.nx.classes.function.create_empty_copy
        • graphscope.nx.classes.function.is_directed
        • graphscope.nx.classes.function.to_directed
        • graphscope.nx.classes.function.to_undirected
        • graphscope.nx.classes.function.is_empty
        • graphscope.nx.classes.function.add_star
        • graphscope.nx.classes.function.add_path
        • graphscope.nx.classes.function.add_cycle
        • graphscope.nx.classes.function.subgraph
        • graphscope.nx.classes.function.induced_subgraph
        • graphscope.nx.classes.function.edge_subgraph
        • graphscope.nx.classes.function.nodes
        • graphscope.nx.classes.function.number_of_nodes
        • graphscope.nx.classes.function.neighbors
        • graphscope.nx.classes.function.all_neighbors
        • graphscope.nx.classes.function.non_neighbors
        • graphscope.nx.classes.function.common_neighbors
        • graphscope.nx.classes.function.edges
        • graphscope.nx.classes.function.number_of_edges
        • graphscope.nx.classes.function.density
        • graphscope.nx.classes.function.non_edges
        • graphscope.nx.classes.function.selfloop_edges
        • graphscope.nx.classes.function.number_of_selfloops
        • graphscope.nx.classes.function.nodes_with_selfloops
        • graphscope.nx.classes.function.is_weighted
        • graphscope.nx.classes.function.is_negatively_weighted
        • graphscope.nx.classes.function.freeze
        • graphscope.nx.classes.function.is_frozen
      • 图生成器
        • graphscope.nx.generators.atlas.graph_atlas
        • graphscope.nx.generators.atlas.graph_atlas_g
        • graphscope.nx.generators.classic.balanced_tree
        • graphscope.nx.generators.classic.barbell_graph
        • graphscope.nx.generators.classic.binomial_tree
        • graphscope.nx.generators.classic.complete_graph
        • graphscope.nx.generators.classic.complete_multipartite_graph
        • graphscope.nx.generators.classic.circular_ladder_graph
        • graphscope.nx.generators.classic.circulant_graph
        • graphscope.nx.generators.classic.cycle_graph
        • graphscope.nx.generators.classic.dorogovtsev_goltsev_mendes_graph
        • graphscope.nx.generators.classic.empty_graph
        • graphscope.nx.generators.classic.path_graph
        • graphscope.nx.generators.classic.star_graph
        • graphscope.nx.generators.classic.full_rary_tree
        • graphscope.nx.generators.classic.ladder_graph
        • graphscope.nx.generators.classic.lollipop_graph
        • graphscope.nx.generators.classic.null_graph
        • graphscope.nx.generators.classic.trivial_graph
        • graphscope.nx.generators.classic.turan_graph
        • graphscope.nx.generators.classic.wheel_graph
        • graphscope.nx.generators.expanders.margulis_gabber_galil_graph
        • graphscope.nx.generators.expanders.chordal_cycle_graph
        • graphscope.nx.generators.expanders.paley_graph
        • graphscope.nx.generators.small.make_small_graph
        • graphscope.nx.generators.small.LCF_graph
        • graphscope.nx.generators.small.bull_graph
        • graphscope.nx.generators.small.chvatal_graph
        • graphscope.nx.generators.small.cubical_graph
        • graphscope.nx.generators.small.desargues_graph
        • graphscope.nx.generators.small.diamond_graph
        • graphscope.nx.generators.small.dodecahedral_graph
        • graphscope.nx.generators.small.frucht_graph
        • graphscope.nx.generators.small.heawood_graph
        • graphscope.nx.generators.small.house_graph
        • graphscope.nx.generators.small.house_x_graph
        • graphscope.nx.generators.small.icosahedral_graph
        • graphscope.nx.generators.small.krackhardt_kite_graph
        • graphscope.nx.generators.small.moebius_kantor_graph
        • graphscope.nx.generators.small.octahedral_graph
        • graphscope.nx.generators.small.pappus_graph
        • graphscope.nx.generators.small.petersen_graph
        • graphscope.nx.generators.small.sedgewick_maze_graph
        • graphscope.nx.generators.small.tetrahedral_graph
        • graphscope.nx.generators.small.truncated_cube_graph
        • graphscope.nx.generators.small.truncated_tetrahedron_graph
        • graphscope.nx.generators.small.tutte_graph
        • graphscope.nx.generators.duplication.duplication_divergence_graph
        • graphscope.nx.generators.duplication.partial_duplication_graph
        • graphscope.nx.generators.degree_seq.configuration_model
        • graphscope.nx.generators.degree_seq.directed_configuration_model
        • graphscope.nx.generators.degree_seq.expected_degree_graph
        • graphscope.nx.generators.degree_seq.havel_hakimi_graph
        • graphscope.nx.generators.degree_seq.directed_havel_hakimi_graph
        • graphscope.nx.generators.degree_seq.degree_sequence_tree
        • graphscope.nx.generators.degree_seq.random_degree_sequence_graph
        • graphscope.nx.generators.directed.gn_graph
        • graphscope.nx.generators.directed.gnr_graph
        • graphscope.nx.generators.directed.gnc_graph
        • graphscope.nx.generators.directed.random_k_out_graph
        • graphscope.nx.generators.directed.scale_free_graph
        • graphscope.nx.generators.geometric.random_geometric_graph
        • graphscope.nx.generators.geometric.soft_random_geometric_graph
        • graphscope.nx.generators.geometric.geographical_threshold_graph
        • graphscope.nx.generators.geometric.waxman_graph
        • graphscope.nx.generators.geometric.thresholded_random_geometric_graph
        • graphscope.nx.generators.ego.ego_graph
        • networkx.generators.stochastic.stochastic_graph
        • networkx.generators.internet_as_graphs.random_internet_as_graph
        • graphscope.nx.generators.intersection.uniform_random_intersection_graph
        • graphscope.nx.generators.intersection.k_random_intersection_graph
        • graphscope.nx.generators.intersection.general_random_intersection_graph
        • graphscope.nx.generators.social.karate_club_graph
        • graphscope.nx.generators.social.davis_southern_women_graph
        • graphscope.nx.generators.social.florentine_families_graph
        • graphscope.nx.generators.social.les_miserables_graph
        • graphscope.nx.generators.community.caveman_graph
        • graphscope.nx.generators.community.connected_caveman_graph
        • graphscope.nx.generators.community.gaussian_random_partition_graph
        • graphscope.nx.generators.community.LFR_benchmark_graph
        • graphscope.nx.generators.community.planted_partition_graph
        • graphscope.nx.generators.community.random_partition_graph
        • graphscope.nx.generators.community.relaxed_caveman_graph
        • graphscope.nx.generators.community.ring_of_cliques
        • graphscope.nx.generators.community.stochastic_block_model
        • graphscope.nx.generators.community.windmill_graph
        • graphscope.nx.generators.spectral_graph_forge.spectral_graph_forge
        • graphscope.nx.generators.trees.random_tree
        • graphscope.nx.generators.trees.prefix_tree
        • graphscope.nx.generators.nonisomorphic_trees.nonisomorphic_trees
        • graphscope.nx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees
        • graphscope.nx.generators.triads.triad_graph
        • graphscope.nx.generators.joint_degree_seq.is_valid_joint_degree
        • graphscope.nx.generators.joint_degree_seq.joint_degree_graph
        • graphscope.nx.generators.joint_degree_seq.is_valid_directed_joint_degree
        • graphscope.nx.generators.joint_degree_seq.directed_joint_degree_graph
        • graphscope.nx.generators.mycielski.mycielskian
        • graphscope.nx.generators.mycielski.mycielski_graph
        • graphscope.nx.generators.harary_graph.hnm_harary_graph
        • graphscope.nx.generators.harary_graph.hkn_harary_graph
        • graphscope.nx.generators.sudoku.sudoku_graph
      • 读取图数据
  • 分析引擎API参考文档
  • Analytical Engine Java API 参考文档
  • Flex API 参考文档
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