Python API Reference

See the article on 10 Minutes to PyGraphistry for a high-level overview of binding data and plotting it.

• GraphistryClient
  • GraphistryClient Class
  • ClientSession Class
• Plotter API Reference
  • Plotter Class
  • PlotterBase Class
    • PlotterBase
    • maybe_cudf()
    • maybe_dask_cudf()
    • maybe_dask_dataframe()
    • maybe_spark()
  • Plottable Interface
    • Plottable
• GFQL API Reference
  • AST Objects
    • ASTSerializable
    • ASTObject
    • ASTEdge
    • ASTPredicate
  • GFQL Chain Matcher
    • Chain
    • chain()
    • combine_steps()
  • GFQL Edge Matchers
    • e_forward
    • e_reverse
    • e
  • GFQL Hop Matcher
    • hop()
    • prepare_merge_dataframe()
    • process_hop_direction()
    • query_if_not_none()
  • GFQL Node Matchers
    • n
  • GFQL Attribute Matchers
    • Categorical
    • Is In
    • Numeric
    • String Predicates
    • Temporal
    • Temporal Values
• Compute API Reference
  • ComputeMixin module
    • ComputeMixin
  • Collapse
    • check_default_columns_present_and_coerce_to_string()
    • check_has_set()
    • collapse_algo()
    • collapse_by()
    • collapse_nodes_and_edges()
    • get_children()
    • get_cluster_store_keys()
    • get_edges_in_out_cluster()
    • get_edges_of_node()
    • get_new_node_name()
    • has_edge()
    • has_property()
    • in_cluster_store_keys()
    • melt()
    • normalize_graph()
    • reduce_key()
    • unpack()
    • unwrap_key()
    • wrap_key()
  • Conditional
    • ConditionalMixin
    • conditional_probability()
    • probs()
  • Filter by Dictionary
    • filter_by_dict()
    • filter_edges_by_dict()
    • filter_nodes_by_dict()
• Hypergraphs
  • Hypergraph
    • HyperBindings
    • Hypergraph
    • clean_events()
    • coerce_col_safe()
    • col2cat()
    • concat()
    • df_coercion()
    • direct_edgelist_shape()
    • format_direct_edges()
    • format_entities()
    • format_entities_from_col()
    • format_hyperedges()
    • format_hypernodes()
    • get_df_cons()
    • get_series_cons()
    • hyperbinding()
    • hypergraph()
    • make_reverse_lookup()
    • mt_df()
    • mt_nodes()
    • mt_series()
    • screen_entities()
    • series_cons()
    • shallow_copy()
• AI
  • Featurize
    • Embedding
    • FastEncoder
    • FastMLB
    • FeatureMixin
    • callThrough
    • check_if_textual_column()
    • concat_text()
    • drop_duplicates_with_warning()
    • encode_edges()
    • encode_multi_target()
    • encode_textual()
    • features_without_target()
    • find_bad_set_columns()
    • fit_pipeline()
    • get_cardinality_ratio()
    • get_dataframe_by_column_dtype()
    • get_matrix_by_column_part()
    • get_matrix_by_column_parts()
    • get_numeric_transformers()
    • get_preprocessing_pipeline()
    • get_text_preprocessor()
    • get_textual_columns()
    • group_columns_by_dtypes()
    • identity()
    • impute_and_scale_df()
    • is_cudf_df()
    • is_cudf_s()
    • is_dataframe_all_numeric()
    • make_array()
    • normalize_X_y()
    • passthrough_df_cols()
    • process_dirty_dataframes()
    • process_edge_dataframes()
    • process_nodes_dataframes()
    • remove_internal_namespace_if_present()
    • remove_node_column_from_symbolic()
    • resolve_X()
    • resolve_feature_engine()
    • resolve_scaler()
    • resolve_scaler_target()
    • resolve_y()
    • reuse_featurization()
    • safe_divide()
    • set_currency_to_float()
    • set_to_bool()
    • set_to_datetime()
    • set_to_numeric()
    • smart_scaler()
    • transform()
    • transform_dirty()
    • transform_text()
    • where_is_currency_column()
    • FeatureEngine
    • FeatureEngineConcrete
  • UMAP
    • UMAPMixin
    • assert_imported()
    • assert_imported_cuml()
    • is_legacy_cuml()
    • make_safe_umap_gpu_dataframes()
    • prune_weighted_edges_df_and_relabel_nodes()
    • resolve_umap_engine()
    • reuse_umap()
    • umap_graph_to_weighted_edges()
    • umap_model_to_engine()
  • Semantic Search
    • SearchToGraphMixin
  • DBSCAN
    • ClusterMixin
    • dbscan_fit_inplace()
    • dbscan_predict_cuml()
    • dbscan_predict_sklearn()
    • get_model_matrix()
    • make_safe_gpu_dataframes()
    • resolve_dbscan_engine()
  • RGCN
    • DotProductPredictor
    • GCN
    • HeteroClassifier
    • HeteroEmbed
    • LinkPredModel
    • LinkPredModelMultiOutput
    • MLPPredictor
    • RGCN
    • RGCNEmbed
    • SAGE
    • train_link_pred()
  • HeterographEmbedModuleMixin
    • EmbedDistScore
    • HeterographEmbedModuleMixin
    • SubgraphIterator
    • check_cudf()
    • log()
• Kepler API Reference
  • Quick Links
  • API Components
    • Configuration Classes
    • Plotter Methods
    • Native Formats
  • Overview
    • Geographic Bindings
    • Configuration Classes
    • Plotter Methods
    • Layout Methods
  • Basic Usage Example
  • Advanced Configuration Example
  • See Also
• Utilities
  • Arrow uploader Module
    • ArrowUploader
  • Arrow File Uploader Module
    • ArrowFileUploader
  • Validation
  • Versioneer
    • NotThisMethod
    • VersioneerConfig
    • get_config()
    • get_keywords()
    • get_versions()
    • git_get_keywords()
    • git_pieces_from_vcs()
    • git_versions_from_keywords()
    • plus_or_dot()
    • register_vcs_handler()
    • render()
    • render_git_describe()
    • render_git_describe_long()
    • render_pep440()
    • render_pep440_old()
    • render_pep440_post()
    • render_pep440_pre()
    • run_command()
    • versions_from_parentdir()
• Layouts
  • Circle Layout
    • circle_layout()
    • print_gpu_memory_usage()
  • ForceAtlas2 Layout
    • compute_bounding_boxes()
    • fa2_layout()
  • Group-in-a-Box Layout
    • group_in_a_box_layout()
    • resolve_partition_key()
  • Mercator Layout
    • mercator_layout()
    • See Also
  • Modularity Weighted Layout
    • Submodules
    • Module contents
  • Ring Layouts: Categorical, Continuous, Time
    • find_first_numeric_column()
    • gen_axis()
    • ring_categorical()
    • find_first_numeric_column()
    • gen_axis()
    • ring_continuous()
    • TimeUnit
    • find_round_bin_width()
    • gen_axis()
    • pretty_print_time()
    • round_to_nearest()
    • time_ring()
    • time_stats()
    • unit_to_timedelta()
  • Sugiyama Layout
    • graphistry.layout.sugiyama.sugiyamaLayout module
    • Module contents
  • Utils
    • Submodules
    • graphistry.layout.utils.dummyVertex module
    • graphistry.layout.utils.geometry module
    • graphistry.layout.utils.layer module
    • graphistry.layout.utils.layoutVertex module
    • graphistry.layout.utils.poset module
    • graphistry.layout.utils.rectangle module
    • graphistry.layout.utils.routing module
    • Module contents
    • graphistry.layout.graph.edge module
    • graphistry.layout.graph.edgeBase module
    • graphistry.layout.graph.graph module
    • graphistry.layout.graph.graphBase module
    • graphistry.layout.graph.vertex module
    • graphistry.layout.graph.vertexBase module
    • Module contents
  • Layout plugins: igraph, graphviz, and more
  • LayoutsMixin
• Plugins
  • Compute
    • cuGraph
    • graphviz
    • igraph
    • NetworkX Methods
  • Data Providers
    • Azure Cosmos DB for Apache Gremlin
    • Gremlin - Apache ThinkerPop
    • Kusto Plugin
    • Amazon Neptune
    • Spanner Plugin