gdb-visualizer

Interactive geodatabase schema visualization — extract, explore, and share your ArcGIS geodatabase structure as interactive graphs, Mermaid diagrams, PlantUML, or Graphviz DOT.

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Why?

Every GIS team has this problem: someone joins, gets access to 15 geodatabases, and asks "what's actually in these?"

The existing tools fall short:

• Generate Schema Report → flat CSV, no relationships
• ArcGIS Diagrammer → deprecated, crashes on complex schemas
• Schema Viewer → static text only

gdb-visualizer gives you an interactive graph: feature classes, tables, fields, domains, relationship classes, topology rules, subtypes — all connected. See the forest and the trees.

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Features

• 🔷 Full extraction — feature classes, tables, fields, domains, relationship classes, topology, subtypes
• 📊 Multiple output formats — JSON, Mermaid, PlantUML, Graphviz DOT, Markdown
• 🖥️ CLI-first — works in any terminal, CI/CD pipeline, or automation script
• 🔌 No ArcGIS required (basic mode) — GDAL/OGR fallback for feature classes + fields
• 📦 Zero config — pip install and go
• 🧪 Tested — unit tests for models and exporters
• 🌐 Interactive visualization — D3.js force-directed graph with dark theme, filtering, drill-down details
• 📋 Esri Schema Report — Generate HTML/Excel schema reports via ArcGIS Pro, served in-app for large schemas
• ⚡ Large schema detection — Automatic warnings for schemas >150 nodes, integrated report viewer for >400 nodes

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Installation

# Clone
git clone https://github.com/Asem-D/gdb-visualizer.git
cd gdb-visualizer

# Install
pip install -e .

# With dev tools
pip install -e ".[dev]"

Requirements

Feature	Requirement
CLI + Exporters	Python 3.10+ (no ArcGIS needed)
Full extraction (domains, relationships, topology)	ArcGIS Pro
Basic extraction (feature classes + fields only)	GDAL/OGR with OpenFileGDB driver

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Quick Start

Extract a schema (JSON)

gdbviz extract --path ./MyProject.gdb --format json

Export as Mermaid diagram

gdbviz extract --path ./MyProject.gdb --format mermaid --output schema.mmd

Paste into mermaid.live for instant visualization.

Export as PlantUML

gdbviz extract --path ./MyProject.gdb --format plantuml --output schema.puml

Render at plantuml.com or in VS Code with the PlantUML extension.

Export as Graphviz DOT

gdbviz extract --path ./MyProject.gdb --format dot --output schema.dot
dot -Tpng schema.dot -o schema.png

Run the demo (no .gdb needed)

gdbviz demo --format json
gdbviz demo --format mermaid

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CLI Reference

gdbviz extract

Option	Short	Description
--path	-p	Path to the .gdb (required)
--format	-f	Output format: json, mermaid, plantuml, dot, markdown
--output	-o	Output file path
--extractor	-e	Backend: auto, arcpy, ogr
--schema-report	-r	Also generate Esri HTML Schema Report alongside output
--report-only		Only generate report, skip normal extraction/export
--report-format		Schema report format: html (default) or excel
--report-output		Custom output path for the schema report
--no-color		Disable colored output

# Generate a schema report alongside extraction
gdbviz extract --path ./MyProject.gdb --format json --schema-report

# Generate only the Esri HTML report
gdbviz extract --path ./MyProject.gdb --report-only

# Generate Excel report to custom location
gdbviz extract -p ./MyProject.gdb --report-only --report-format excel --report-output report.xlsx

gdbviz visualize

Serve the D3.js interactive visualization in a browser.

Option	Short	Description
--schema	-s	Path to schema JSON file (required)
--port		HTTP server port (default: 8080)
--no-open		Don't auto-open browser

# Extract then visualize
gdbviz extract --path ./MyProject.gdb --format json -o schema.json
gdbviz visualize --schema schema.json

# Quick demo
gdbviz demo --format json -o schema.json
gdbviz visualize --schema schema.json

gdbviz demo

Run with a sample schema to see what gdbviz can do.

gdbviz formats

List available export formats.

gdbviz extractors

List available extraction backends and their status.

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Output Formats

Format	Extension	Use Case
JSON	.json	D3.js visualization, API consumption, programmatic access
Mermaid	.mmd	GitHub READMEs, documentation, quick diagrams
PlantUML	.puml	Detailed class/relationship diagrams, enterprise docs
Graphviz DOT	.dot	High-quality renderings, publication diagrams
Markdown	.md	Issue trackers, documentation, human-readable summaries

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Architecture

┌──────────────┐     ┌──────────────┐     ┌─────────────┐
│  Geodatabase │────▶   Extractor   │────▶     Graph   │
│   (.gdb)     │     │  (arcpy/ogr) │     │   (Model)   │
└──────────────┘     └──────────────┘     └──────┬──────┘
                                                 │
                    ┌──────────────┐     ┌───────▼───────┐
                    │  JSON file   │◀────│  Exporter     │
                    │  .mmd file   │◀────│  (json/mmd/   │
                    │  .puml file  │◀────│   puml/dot/   │
                    │  .dot file   │◀────│   md)         │
                    │  .md file    │◀────│               │
                    └──────────────┘     └───────────────┘

Key design decisions:

• Graph model as intermediate representation — extractors produce a Graph, exporters consume it. New backends on either side don't affect the other.
• CLI-first — no GUI dependency. Works in headless environments, CI/CD, remote servers.
• Dual extraction — ArcGIS for full extraction, GDAL for basic extraction. The tool works even without ArcGIS installed.

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Schema Graph Model

Node Types

Type	Description
feature_dataset	Spatial container for feature classes
feature_class	Spatial or non-spatial class with geometry
table	Standalone attribute table
domain	Coded value or range domain
topology	Spatial topology with rules
network	Network dataset
relationship_class	Defines relationships between classes
attribute_rule	Calculation/constraint/validation rule

Edge Types

Type	Description
contains	FeatureDataset → FeatureClass/Table
relationship	FC/Table ↔ FC/Table via RelationshipClass
uses_domain	Field → Domain
topology_rule	Topology → FeatureClass
has_subtypes	FeatureClass → Subtype codes
controller	FeatureDataset → Topology/Network

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Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

1. Fork the repo
2. Create a feature branch
3. Add tests for new functionality
4. Run pytest to verify
5. Submit a pull request

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Roadmap

• v0.1.0 — CLI extraction + multi-format export + D3.js visualization + Esri Schema Report
• v0.2.0 — Schema diff (compare two GDB snapshots, show added/removed/changed nodes and edges)
• v0.3.0 — Edge confidence scoring + dataset/relationship filtering
• v0.4.0 — Jupyter widget integration
• v0.5.0 — Annotations/bookmarks + export as report

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License

MIT License — see LICENSE for details.

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Acknowledgments

• Built for the GIS community that deserved better tooling
• Inspired by SchemaSpy (database schema visualization)
• D3.js force-directed graph pattern from Obsidian Graph View