pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
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- bug_report.md
- feature_request.md
- ci-gpu.yml
- ci.yml
- codeql-analysis.yml
- publish-pypi.yml
- workflow-security.yml
- actionlint.yaml
- pull_request_template.md
- zizmor.yml
- SKILL.md
- SKILL.md
- SKILL.md
- find_dynamic_imports.sh
- generate_comment_inventory.sh
- pysa_extract_callers.py
- calls_checklist.md
- conformance.md
- cypher_frontend_ci_gates.md
- oracle.md
- predicates_checklist.md
- README.md
- dgx-spark-testing.md
- CONVENTIONAL_COMMITS.md
- DECOMMENT.md
- GFQL_LLM_GUIDE_MAINTENANCE.md
- HOISTIMPORTS.md
- LINT_TYPES_CHECK.md
- PLAN.md
- PYRE_ANALYSIS.md
- README.md
- local_run.sh
- preflight.py
- README.md
- safe_run.sh
- sitecustomize.py
- test_preflight.py
- filter_pagerank_pipeline_cpu_gpu.py
- filter_pagerank_pipeline_neo4j.py
- load_prepare_cpu_gpu.py
- presentation.py
- bench_graphframes.py
- bench_graphframes_DESIGN.md
- bench_ladybug.py
- bench_ladybug_cypher.py
- benchmark_residual_triage.py
- chain_vs_samepath.py
- cypher_row_pipeline.py
- hop_frontier_sweep.py
- hop_microbench.py
- index_bulk_olap_bench.py
- index_crossover_bench.py
- index_ddl_smoke.py
- index_largegraph_bench.py
- index_perf.py
- index_smoke.py
- index_takeover_bench.py
- index_vs_dbs.py
- index_vs_kuzu_prepared.py
- kuzu_bench.py
- multihop_polars_bench.py
- otel_setup.py
- pandas_vs_polars.py
- README.md
- realdata_benchmarks.py
- RESULTS.md
- viz_filter_pipeline.py
- where_opt_matrix.py
- .gitignore
- treemap.py
- README.md
- build.sh
- changed_line_coverage.py
- check_docs_latex_unicode.sh
- ci-hf-cache-key.py
- ci_comment_density_baseline.json
- ci_comment_density_guard.py
- ci_cypher_surface_guard.py
- ci_cypher_surface_guard_baseline.json
- ci_docs_only_check.py
- ci_gpu_gate_audit.py
- ci_type_hygiene_baseline.json
- ci_type_hygiene_guard.py
- coverage_audit.py
- generate-lockfiles.sh
- lint.sh
- mypy.sh
- pytest.sh
- ruff.sh
- test-dbscan.sh
- test-dgl.sh
- test-embed.sh
- test-features.sh
- test-graphviz.sh
- test-minimal-lite.sh
- test-minimal.sh
- test-polars.sh
- test-text.sh
- test-umap-learn-core.sh
- test.sh
- typecheck.sh
- cyber-redteam-umap-demo.ipynb
- CyberSecurity-Slim.ipynb
- redteam-umap-gtc-gpu.ipynb
- Ask-HackerNews-Demo.ipynb
- simple-power-of-umap.ipynb
- Chavismo.ipynb
- jack-donations.ipynb
- DenseDatasets.ipynb
- SparseDatasets.ipynb
- TestDatasets.ipynb
- datamodel.png
- graphistry1.png
- graphistry2.png
- sandbox.png
- appearances.txt
- characters.txt
- comics.txt
- facebook_combined.txt
- graphistry_redteam50k.csv
- honeypot.csv
- lesmiserables.csv
- samplegraph.json
- transactions.csv
- twitter_congress_edges_weighted.csv.gz
- twitterDemo.csv
- BiogridDemo.ipynb
- BitcoinTutorial.ipynb
- icij_fincen_viz.ipynb
- vpc_flow.ipynb
- barncat.1k.csv
- Malware Hypergraph.html
- Malware Hypergraph.ipynb
- SystemArchitectureSpigo.ipynb
- graphistry_corelight_webinar.ipynb
- amass.ipynb
- Tutorial Part 1 (Honey Pot).ipynb
- Tutorial Part 2 (Apache Logs).ipynb
- Twitter.ipynb
- gotx.py
- OTXIndicators.ipynb
- OTXLockerGoga.ipynb
- unimatrix.py
- usm.ipynb
- arango_tutorial.ipynb
- graphistry-notebook-dashboard.dbc
- graphistry-notebook-dashboard.html
- graphistry-notebook-dashboard.ipynb
- graphistry-notebook-dashboard.py
- gexf.ipynb
- gexf_datasets.ipynb
- sample.gexf
- cugraph.ipynb
- part_i_cpu_pandas.ipynb
- part_ii_gpu_cudf.ipynb
- part_iii_gpu_blazingsql.ipynb
- part_iv_gpu_cuml.ipynb
- graphviz.ipynb
- plot_static_demo.ipynb
- static_rendering.ipynb
- TitanDemo.ipynb
- hypernetx.ipynb
- visualizing_iam_dataset.ipynb
- graphistry_ADX_kusto_demo.ipynb
- Neo4jTwitter.ipynb
- graphistry_bolt_tutorial_public.html
- graphistry_bolt_tutorial_public.ipynb
- neptune_cypher_viz_using_bolt.ipynb
- neptune_tutorial.ipynb
- networkx.html
- networkx.ipynb
- nodexl_graphistry.ipynb
- google_spanner_finance_graph.ipynb
- splunk_demo_public.html
- splunk_demo_public.ipynb
- postgres.ipynb
- fraud_raw_REST_calls.ipynb
- social_raw_REST_calls.ipynb
- tigergraph_pygraphistry_bindings.ipynb
- umap_learn.ipynb
- benchmark_filter_pagerank_cpu_gpu.ipynb
- benchmark_hops_cpu_gpu.ipynb
- gfql_remote.ipynb
- gfql_validation_fundamentals.ipynb
- GPU_memory_consumption_tutorial.ipynb
- python_remote.ipynb
- temporal_predicates.ipynb
- simple-ssh-logs-rgcn-anomaly-detector.ipynb
- networkx_layout.html
- networkx_layout.ipynb
- simple_manual_layout.html
- simple_manual_layout.ipynb
- collections.ipynb
- edge-weights.ipynb
- encodings-badges.ipynb
- encodings-colors.ipynb
- encodings-icons.ipynb
- encodings-sizes.ipynb
- hop_and_chain_graph_pattern_mining.ipynb
- layout_categorical_ring.ipynb
- layout_continuous_ring.ipynb
- layout_group_in_a_box.ipynb
- layout_map.ipynb
- layout_modularity_weighted.ipynb
- layout_time_ring.ipynb
- layout_tree.ipynb
- sharing_tutorial.ipynb
- Workbooks.ipynb
- MarvelTutorial.ipynb
- table_to_graph_three_ways.ipynb
- tutorial_basic_LesMiserablesCSV.ipynb
- tutorial_csv_mini_app_icij_implants.ipynb
- advanced-identity-protection-40m.ipynb
- intro-story.ipynb
- for_analysis.ipynb
- for_developers.ipynb
- upload_csv_miniapp.ipynb
- dc.sh
- docker-compose.yml
- jupyter.Dockerfile
- test-cpu-entrypoint.sh
- test-cpu-graphviz.sh
- test-cpu-local-minimal.sh
- test-cpu-local-neo4j-only-entrypoint.sh
- test-cpu-local-neo4j-only.sh
- test-cpu-local.sh
- test-cpu-umap-ai.sh
- test-cpu-umap.sh
- test-cpu.Dockerfile
- test-gpu-local.sh
- test-gpu.Dockerfile
- test-pip-install.sh
- test-rapids-official-local.sh
- test-rapids-official-matrix.sh
- test-rapids-official.Dockerfile
- build-docs.sh
- docker-compose.yml
- Dockerfile
- gfql_benchmarks.contract.json
- gfql_benchmarks.json
- gfql_bench.py
- gfql_bench_charts.py
- gfql_bench_data.py
- navbar-center.html
- navbar-end.html
- navbar-start.html
- ast.rst
- chain.rst
- cypher.rst
- edge.rst
- hop.rst
- index.rst
- node.rst
- predicates.rst
- schema.rst
- validate.rst
- config.rst
- dataset.rst
- dataset_format.rst
- encoding.rst
- index.rst
- layer.rst
- layer_format.rst
- methods.rst
- options.rst
- circle.rst
- fa2.rst
- gib.rst
- index.rst
- legacy_utils.rst
- mercator.rst
- modularity_weighted.rst
- ring.rst
- sugiyama.rst
- cugraph.rst
- gexf.rst
- graphviz.rst
- igraph.rst
- index.rst
- networkx.rst
- cosmos.rst
- gremlin.rst
- index.rst
- kusto.rst
- neptune.rst
- spanner.rst
- index.rst
- dgl_utils.rst
- index.rst
- modules.rst
- plugins.rst
- plugins_types.rst
- validate.rst
- versioneer.rst
- ai.rst
- client.rst
- compute.rst
- hyper.rst
- index.rst
- plotter.rst
- schema_artifacts.rst
- gplus_pipeline.svg
- twitter_pipeline.svg
- bench_graphframes_pagerank_parity.json
- results.json
- gfql-mascot.png
- quick.rst
- cypher_mapping.md
- index.md
- language.md
- llm_guide.md
- python_embedding.md
- wire_protocol.md
- fundamentals.rst
- index.rst
- llm.rst
- production.rst
- about.rst
- benchmark_filter_pagerank.rst
- benchmark_graphframes.rst
- builtin_calls.rst
- combo.rst
- cypher.rst
- datetime_filtering.md
- engines.rst
- hop_bounds.ipynb
- index.rst
- index_adjacency.rst
- indexing.rst
- loading_graph_data.rst
- overview.rst
- performance.rst
- policy.rst
- quick.rst
- remote.rst
- return.rst
- schema.rst
- strict_mode.rst
- translate.rst
- where.rst
- wire_protocol_examples.md
- extended.rst
- index.rst
- quick.rst
- server.rst
- ai.rst
- gfql.rst
- gpu.rst
- index.rst
- intro.rst
- plugins.compute.rst
- plugins.connectors.rst
- visualization.rst
- concurrency.rst
- index.rst
- privacy.rst
- register.rst
- gfql_overview_2_hops.png
- gfql_sample_graph.svg
- catalog_circle.svg
- catalog_graphviz_dot.svg
- catalog_time_ring.svg
- node_edge_encodings_static.png
- plot_static_example.png
- favicon.ico
- graphistry.css
- catalog.rst
- intro.rst
- settings.rst
- 10min.rst
- index.rst
- maps.rst
- uiguide.rst
- 10min.rst
- cheatsheet.md
- community.rst
- conf.py
- ecosystem.rst
- graphistry.compute.gfql.rst
- graphistry.compute.gfql_validation.rst
- graphistry.compute.predicates.rst
- graphistry.compute.rst
- graphistry.compute.validate.rst
- graphistry.layout.gib.rst
- graphistry.layout.graph.rst
- graphistry.layout.modularity_weighted.rst
- graphistry.layout.ring.rst
- graphistry.layout.rst
- graphistry.layout.sugiyama.rst
- graphistry.layout.utils.rst
- graphistry.models.compute.rst
- graphistry.models.gfql.coercions.rst
- graphistry.models.gfql.rst
- graphistry.models.gfql.types.rst
- graphistry.models.rst
- graphistry.plugins.rst
- graphistry.plugins_types.rst
- graphistry.render.rst
- graphistry.rst
- graphistry.utils.rst
- graphistry.validate.rst
- graphistry_banner_transparent_colored.png
- index.rst
- modules.rst
- performance.rst
- plugins.rst
- support.rst
- versioneer.rst
- docstring.png
- test_graphistry_import.ipynb
- .rstcheck.cfg
- build.sh
- ci.sh
- html.sh
- make.bat
- Makefile
- README.md
- requirements-system.txt
- test_bench_numbers.py
- test_doc_examples.py
- validate-docs.sh
- __init__.py
- join.py
- __init__.py
- executor.py
- support.py
- validation.py
- __init__.py
- common.py
- networkx.py
- __init__.py
- carried_outputs.py
- carry.py
- compiletime.py
- execution.py
- flatten.py
- lowering_support.py
- naming.py
- rewrite.py
- scope.py
- __init__.py
- _boolean_expr_text.py
- aggregate_bindings.py
- aggregate_identity.py
- api.py
- ast.py
- ast_normalizer.py
- call_procedures.py
- expression_text.py
- lowering.py
- parser.py
- projection_planning.py
- reentry_plan.py
- result_postprocess.py
- row_pushdown.py
- shortest_path_aliases.py
- shortest_path_guards.py
- __init__.py
- binder.py
- __init__.py
- __init__.py
- api.py
- bindings.py
- build.py
- cost.py
- cypher_ddl.py
- degrees.py
- engine_arrays.py
- explain.py
- handoff.py
- lookup.py
- policy.py
- registry.py
- traverse.py
- types.py
- wire.py
- __init__.py
- arrow_bridge.py
- bound_ir.py
- capabilities.py
- compilation.py
- logical_plan.py
- metadata.py
- pushdown_safety.py
- query_graph.py
- types.py
- verifier.py
- __init__.py
- chain.py
- degrees.py
- dtypes.py
- hop.py
- hop_eager.py
- lowering_context.py
- nan_clean.py
- pattern_apply.py
- predicates.py
- projection.py
- reserved_columns.py
- row_pipeline.py
- search.py
- varlen_rows.py
- __init__.py
- __init__.py
- __init__.py
- manager.py
- predicate_pushdown.py
- unnest_apply.py
- __init__.py
- exceptions.py
- shortcuts.py
- stats.py
- types.py
- __init__.py
- dispatch.py
- entity_props.py
- entity_text.py
- frame_ops.py
- order_expr.py
- ordering.py
- pipeline.py
- prefilter.py
- __init__.py
- bfs.py
- chain_meta.py
- df_utils.py
- edge_semantics.py
- env_utils.py
- multihop.py
- native_shortest_path.py
- path_state_ops.py
- where_filter.py
- __init__.py
- constructors.py
- durations.py
- folding.py
- rendering.py
- truncation.py
- values.py
- __init__.py
- agg_types.py
- cache_registry.py
- defer_codes.py
- df_executor.py
- exceptions.py
- exec_context.py
- expr_const_fold.py
- expr_parser.py
- identifiers.py
- language_defs.py
- layout.py
- logical_planner.py
- physical_planner.py
- query_types.py
- rollout.py
- same_path_types.py
- schema_effects.py
- search_any.py
- series_str_compat.py
- strictness.py
- string_literals.py
- temporal_text.py
- validate.py
- __init__.py
- __init__.py
- ASTPredicate.py
- categorical.py
- comparison.py
- from_json.py
- is_in.py
- logical.py
- numeric.py
- str.py
- temporal.py
- types.py
- __init__.py
- generate_safe_column_name.py
- __init__.py
- validate_schema.py
- __init__.py
- ast.py
- ast_temporal.py
- ASTSerializable.py
- calls.py
- chain.py
- chain_fast_paths.py
- chain_lean_combine.py
- chain_let.py
- chain_remote.py
- cluster.py
- collapse.py
- ComputeMixin.py
- conditional.py
- dataframe_utils.py
- engine_coercion.py
- exceptions.py
- execution_context.py
- filter_by_dict.py
- gfql_fast_paths.py
- gfql_unified.py
- gfql_validate.py
- graph_operation.py
- hop.py
- python_remote.py
- remote_df_io.py
- remote_response.py
- typing.py
- validate_schema.py
- __init__.py
- export.py
- __init__.py
- enumerator.py
- __init__.py
- __init__.py
- dataset.py
- __init__.py
- __init__.py
- contract_version.py
- dataset.py
- __init__.py
- __init__.py
- metadata.py
- types.py
- __init__.py
- _squarify.py
- gib.py
- layout_bulk.py
- layout_non_bulk.py
- partition.py
- partitioned_layout.py
- style.py
- treemap.py
- __init__.py
- edge.py
- edgeBase.py
- graph.py
- graphBase.py
- vertex.py
- vertexBase.py
- __init__.py
- modularity_weighted.py
- __init__.py
- categorical.py
- continuous.py
- time.py
- util.py
- __init__.py
- sugiyamaLayout.py
- __init__.py
- dummyVertex.py
- geometry.py
- layer.py
- layoutVertex.py
- poset.py
- rectangle.py
- routing.py
- __init__.py
- circle.py
- fa2.py
- mercator.py
- __init__.py
- chain_remote.py
- dbscan.py
- features.py
- umap.py
- __init__.py
- numeric.py
- temporal.py
- __init__.py
- call.py
- guards.py
- numeric.py
- predicates.py
- temporal.py
- __init__.py
- __init__.py
- axis.py
- contract_version.py
- react_encoding_ops.py
- react_settings.py
- settings_value.py
- url_params.py
- __init__.py
- __init__.py
- collections.py
- ModelDict.py
- types.py
- __init__.py
- reader.py
- writer.py
- __init__.py
- compute.py
- DEVELOP.md
- policy.py
- __init__.py
- cugraph.py
- graphviz.py
- igraph.py
- kusto.py
- spanner.py
- __init__.py
- cugraph_types.py
- embed_types.py
- gexf_types.py
- graphviz_types.py
- hypergraph.py
- kusto_types.py
- spanner_types.py
- umap_types.py
- __init__.py
- resolve_render_mode.py
- test_benchmark_residual_triage.py
- test_join.py
- ci-pandas-py3.12.json
- ci-polars-py3.12.json
- rapids-25.02-cudf.json
- rapids-26.02-cudf.json
- test_carried_outputs.py
- test_flatten_carried_endpoint_rebind.py
- test_flatten_pure_carry_optional.py
- test_flatten_terminal_with.py
- _dgx_977_smoke.py
- _dgx_996_smoke.py
- _whole_entity_compat.py
- test_aggregate_identity_branches.py
- test_ast_normalizer.py
- test_binder.py
- test_binder_cross_kind_rebind.py
- test_binder_expr_tree.py
- test_boolean_expr.py
- test_compiler_policy.py
- test_cycle_policy.py
- test_deprecation_policy.py
- test_differential_grammar_parity.py
- test_expr_const_fold.py
- test_grammar_invariants.py
- test_grouped_aggregate_cross_alias.py
- test_grouped_aggregate_fused_polars.py
- test_grouped_aggregate_lowcard_count.py
- test_lowering.py
- test_native_temporal_resolution.py
- test_order_by_null_placement.py
- test_parser.py
- test_result_postprocess.py
- test_row_pushdown.py
- test_shortest_path_parity.py
- test_temporal_arithmetic_folding_branches.py
- test_temporal_constructors.py
- test_temporal_text.py
- test_validator_runtime_strict_parity.py
- test_where_bool_conformance.py
- test_where_clause_expr_tree_invariant.py
- test_where_row_boolean_policy_boundary.py
- __init__.py
- test_auto_engine_agreement.py
- test_degree_consult.py
- test_degree_facts.py
- test_exists_pattern_index_agreement.py
- test_index.py
- test_index_gpu_edge_match.py
- test_indexed_bindings.py
- __init__.py
- test_call_layout_radial.py
- test_call_layout_radial_gpu.py
- test_ordering.py
- test_row_pipeline_boundaries.py
- __init__.py
- _dgx_cugraph_smoke.py
- test_native_shortest_path.py
- __init__.py
- engagement.py
- polars_test_utils.py
- test_aggregate_identity_row_semantics.py
- test_aggregate_type_contract.py
- test_alias_scoping_semantics.py
- test_ast_temporal_coverage.py
- test_case_mixed_dtype.py
- test_clear_caches_covers_every_cache.py
- test_conformance_ledger.py
- test_const_fold_engine_parity.py
- test_count_and_param_semantics.py
- test_crash_family_1882_1879.py
- test_decline_guidance_cross_engine.py
- test_duration_month_division_1937.py
- test_endpoint_closure_matrix.py
- test_engine_polars_alias_prefilters.py
- test_engine_polars_binding_rows.py
- test_engine_polars_call_modality.py
- test_engine_polars_chain.py
- test_engine_polars_conformance_matrix.py
- test_engine_polars_cypher_conformance.py
- test_engine_polars_gpu.py
- test_engine_polars_hop.py
- test_engine_polars_narrow_combine.py
- test_engine_polars_row_pipeline.py
- test_engine_polars_semi_key_dedup.py
- test_engine_polars_with_match_reentry.py
- test_exec_context_scoping.py
- test_expr_parser.py
- test_expr_transformer_class_built_once.py
- test_fast_path_engagement.py
- test_gfql_unified_routing_contracts.py
- test_has_label_dup_id_fast_path.py
- test_hop_boundary_matrix.py
- test_hop_kernel_contracts.py
- test_hop_semantics_1918.py
- test_hop_semantics_pins.py
- test_incomparable_ordering_null_1934.py
- test_ir_arrow_bridge.py
- test_ir_compilation.py
- test_ir_m0b_conformance.py
- test_ir_query_graph.py
- test_ir_type_propagation.py
- test_ir_types.py
- test_ir_verifier.py
- test_issue_872_cudf_multihop_where.py
- test_known_cross_engine_divergences.py
- test_layout_chain_predicate.py
- test_let_schema_changers.py
- test_logical_plan_child_slots.py
- test_logical_planner.py
- test_numeric_conformance_semantics.py
- test_optional_match_polars_frames.py
- test_optional_match_semantics.py
- test_optional_match_with_pipeline_boundaries.py
- test_pass_manager.py
- test_path_trail_semantics.py
- test_polars_dtype_classifier_contracts.py
- test_polars_lane_completeness.py
- test_polars_nan_clean.py
- test_polars_rows_entity_groupby.py
- test_polars_string_predicate_nonstring.py
- test_policy_shortcuts.py
- test_predicate_pushdown_pass.py
- test_public_schema.py
- test_pushdown_safety.py
- test_reentry_caller_graph_immutability.py
- test_reentry_carry_seed_restriction.py
- test_residual_polars_native.py
- test_rewrite_param_discard.py
- test_rollout.py
- test_row_multiplicity_semantics.py
- test_row_pipeline_ops.py
- test_rows_table_named_middle.py
- test_runtime_physical_cutover.py
- test_schema_changers.py
- test_schema_effects.py
- test_seeded_typed_hop_fastpath.py
- test_semi_join_key_frame.py
- test_single_alias_cache_key.py
- test_size_nonlist_decline_1985.py
- test_strictness_levels.py
- test_temporal_and_union_semantics_1915.py
- test_temporal_leak_family_1915.py
- test_unary_op_surface.py
- test_unnest_apply.py
- test_validate_execute_agreement_1889.py
- test_varlen_bounded_engine_parity_1787.py
- test_viz_pipeline_conformance.py
- test_categorical.py
- test_comparison_conformance.py
- test_comparison_strings.py
- test_eq_types.py
- test_from_json.py
- test_is_in.py
- test_logical.py
- test_numeric.py
- test_str.py
- test_temporal.py
- test_temporal_values.py
- test_ast.py
- test_ast_errors.py
- test_ast_serializable_validation.py
- test_astcall_chains.py
- test_astcall_topology.py
- test_call_boundaries.py
- test_call_engine_coercion.py
- test_call_operations.py
- test_call_operations_gpu.py
- test_call_schema_validation.py
- test_chain.py
- test_chain_column_conflicts.py
- test_chain_concat.py
- test_chain_lean_combine.py
- test_chain_let.py
- test_chain_let_gpu.py
- test_chain_let_remote_integration.py
- test_chain_remote_v2.py
- test_chain_schema_prevalidation.py
- test_chain_schema_validation.py
- test_chain_validation.py
- test_chain_where.py
- test_dataframe_primitives.py
- test_df_types.py
- test_engine_coercion.py
- test_engine_coercion_helper.py
- test_filter_dict_none_serialization.py
- test_get_degrees_cudf.py
- test_gfql.py
- test_gfql_call_validation.py
- test_gfql_exceptions.py
- test_gfql_hypergraph.py
- test_gfql_validate_only.py
- test_gfql_validation.py
- test_graph_operation.py
- test_hop.py
- test_hop_column_conflicts.py
- test_hop_column_conflicts_solution.py
- test_hypergraph_opts_validation.py
- test_id_column_restriction.py
- test_identifier_conflicts.py
- test_indegrees_after_umap.py
- test_let.py
- test_let_binding_contracts.py
- test_let_engine_coercion.py
- test_let_matchers.py
- test_polars.py
- test_python_remote_code_normalization.py
- test_remote_csv_fidelity.py
- test_remote_error_surface.py
- test_safe_map_series.py
- test_validate.py
- invalid-edge-missing-node.gexf
- invalid-missing-node-id.gexf
- sample-1.1draft-basic.gexf
- sample-1.2draft-edge-viz-only.gexf
- sample-1.2draft-node-viz-only.gexf
- sample-1.2draft-types.gexf
- sample-1.2draft-viz.gexf
- sample-1.3-viz.gexf
- honeypot.5.csv
- malware_capture_bot.csv
- NodeXLWorkbook-220237-twitter.xlsx
- reddit.csv
- test_modularity_weighted.py
- test_continuous.py
- test_ring_categorical.py
- test_time.py
- test_sugiyama_none_dereference.py
- test_circle_sort_by_inert.py
- test_gib.py
- test_treemap.py
- test_cugraph.py
- test_graphviz.py
- test_igraph.py
- test_networkx.py
- test_resolve_render_mode.py
- __init__.py
- layout_radial_typing.py
- test_json.py
- test_lazy_import.py
- test_lazy_import_warning_filters.py
- test_validate_encodings.py
- common.py
- test_arrow_uploader.py
- test_ArrowFileUploader.py
- test_bolt_util.py
- test_certificate_validation_session.py
- test_chain_remote_auth.py
- test_changed_line_coverage.py
- test_ci_comment_density_guard.py
- test_client_session.py
- test_coerce_col_safe_int32.py
- test_collections.py
- test_compute.py
- test_compute_chain.py
- test_compute_cluster.py
- test_compute_collapse.py
- test_compute_filter_by_dict.py
- test_compute_hops.py
- test_conditional.py
- test_coverage_audit.py
- test_dataset_id_invalidation.py
- test_dgl_utils.py
- test_embed_utils.py
- test_engine_frame_helpers.py
- test_feature_utils.py
- test_gexf.py
- test_gfql_remote_metadata.py
- test_gfql_remote_persistence.py
- test_gremlin.py
- test_hyper_dask.py
- test_hypergraph.py
- test_ipython.py
- test_kepler.py
- test_kusto.py
- test_layout.py
- test_logging.py
- test_nodexl.py
- test_pandas_without_polars.py
- test_plotter.py
- test_policy_behavior_modification.py
- test_policy_closure_state.py
- test_policy_exceptions.py
- test_policy_hooks.py
- test_policy_integration.py
- test_policy_recursion.py
- test_policy_remote.py
- test_policy_validation.py
- test_public_apis_do_not_mutate_inputs.py
- test_pygraphistry.py
- test_schema_artifacts.py
- test_spanner.py
- test_text_utils.py
- test_tigergraph.py
- test_trace_headers_behavior.py
- test_umap_utils.py
- test_validate_settings.py
- test_viz_settings.py
- __init__.py
- json.py
- lazy_import.py
- plottable_memoize.py
- requests.py
- __init__.py
- common.py
- validate_axis.py
- validate_collections.py
- validate_encodings.py
- validate_react_encodings.py
- validate_settings.py
- __init__.py
- _version.py
- ai_utils.py
- arrow_uploader.py
- ArrowFileUploader.py
- bolt_util.py
- client_session.py
- collections.py
- constants.py
- dgl_utils.py
- embed_utils.py
- Engine.py
- exceptions.py
- feature_utils.py
- features.py
- gremlin.py
- hyper.py
- hyper_dask.py
- kepler.py
- layouts.py
- messages.py
- networks.py
- nodexlistry.py
- otel.py
- outliers.py
- Plottable.py
- plotter.py
- PlotterBase.py
- privacy.py
- py.typed
- pygraphistry.py
- schema.py
- text_utils.py
- tigeristry.py
- umap_utils.py
- util.py
- viz_settings.py
- rtd-py3.12.lock
- spark-py3.14.in
- spark-py3.14.lock
- encodings.schema.json
- react-settings.schema.json
- url-params.schema.json
- add_data.sh
- launch.sh
- neo4j4.yml
- wait_neo4j.sh
- amplify_case_data.py
- conftest.py
- cprofile_df_executor.py
- dimension_case_data.py
- patterns_case_data.py
- profile_df_executor.py
- profile_utils.py
- test_chain_optimizations.py
- test_debug_undirected.py
- test_df_executor_amplify.py
- test_df_executor_core.py
- test_df_executor_dimension.py
- test_df_executor_patterns.py
- test_enumerator_parity.py
- test_path_state.py
- test_ref_enumerator.py
- test_undirected_edge_semantics.py
- README.md
- .gitattributes
- .gitignore
- .markdownlint.yaml
- .pyre_configuration
- .readthedocs.yml
- AGENTS.md
- ARCHITECTURE.md
- CHANGELOG.md
- CLAUDE.md
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- DEVELOP.md
- FUNDING.md
- LICENSE.txt
- MANIFEST.in
- mypy.ini
- pipupload.sh
- py.typed
- pyproject.toml
- pyrightconfig.json
- pytest.ini
- README.md
- SECURITY.md
- setup.cfg
- setup.py
- versioneer.py
# Installation Guide
1. Get the code
git clone https://github.com/graphistry/pygraphistry
Downloads the entire project code from GitHub to your computer.
cd pygraphistry
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install graphistry
Installs the package published on PyPI directly โ no need to clone the source.
pip install --no-deps --user graphistry
Installs the package published on PyPI directly โ no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Docker
EasyPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker compose -f docker/docker-compose.yml up -d --build
Runs the command against the services defined in the compose file.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
4. Python
EasyPrerequisites
pip install graphistry
Installs the package published on PyPI directly โ no need to clone the source.
pip install --no-deps --user graphistry
Installs the package published on PyPI directly โ no need to clone the source.
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
// repository documentation
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