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Knowledge graph extractor for SystemVerilog, Verilog, and VHDL

Project description

hdl-kgraph

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A knowledge graph for your HDL design. hdl-kgraph parses SystemVerilog, Verilog, and VHDL sources and builds a queryable graph of modules, entities, instances, ports, parameters, signals, classes, packages, and the relationships between them — design hierarchy, port connectivity, package imports, class inheritance, clock domains, and more.

Status: alpha (v0.3). SystemVerilog/Verilog structural extraction, the pass-2 linker, SQLite persistence, the build/status/query/tree CLI, real-world inputs — the SV preprocessor, .f filelists, include dirs, and hdl-kgraph.toml config — and VHDL with mixed-language linking (entities, architectures, packages, configurations, --lib library mapping) are in. See ROADMAP.md.

Why

HDL codebases are graphs — hierarchy, connectivity, clock domains — but the tools that understand them are locked inside simulators and synthesis flows. hdl-kgraph extracts that structure into a local-first SQLite database you can query from the CLI, scripts, or (later) AI assistants via MCP. The architecture follows code-review-graph, adapted for hardware.

Quickstart

pip install hdl-kgraph

hdl-kgraph build ./rtl            # parse sources -> ./rtl/.hdl-kgraph/graph.db
hdl-kgraph build -f sim/tb.f      # drive the build from a vendor-style filelist
hdl-kgraph build -D SYNTHESIS -D WIDTH=8 -I include   # defines + incdirs
hdl-kgraph status                 # files, parse errors, node/edge counts
hdl-kgraph tree soc_top           # print the design hierarchy from a top module
hdl-kgraph query instances-of fifo
hdl-kgraph query unresolved       # what couldn't be resolved (vendor IP, macros)

build accepts --exclude GLOB (repeatable) and --max-file-size KB to keep generated netlists and vendored IP out of the graph. Files with syntax errors still yield partial results; status reports the parse-error count. Unresolved instance targets render as [?] in tree and ambiguous matches as [~0.6] — see the confidence convention in ROADMAP.md.

Filelists support +incdir+/+define+, nested -f, -y/-v library dirs, and $VAR expansion. When no defines are given at all, conditionals on undefined names emit both branches: the side a define-less compile would select at full confidence, the alternative at 0.6. Repeatable inputs can also live in an hdl-kgraph.toml at the build root (CLI flags win):

[build]
filelists = ["sim/tb.f"]
defines   = ["SYNTHESIS", "WIDTH=8"]
incdirs   = ["include"]
exclude   = ["vendor/*"]

[vhdl.libraries]
work = "src/vhdl"        # or: hdl-kgraph build --lib work=./src/vhdl

Mixed Verilog/VHDL designs link into one hierarchy. VHDL names are case-insensitive (normalized to lowercase, original casing kept in attrs); tree and query cross the language boundary in both directions, and a VHDL configuration overriding a component's default binding is honored. Cross-language matches are by name at confidence ≤0.8 — never 1.0 — because vendor tools may bind differently (case folding, library prefixes, extended/escaped identifiers, generic-dependent wrappers); the score is the honest contract.

Coming next:

hdl-kgraph impact rtl/uart_tx.sv  # what does my change affect? (M4)
hdl-kgraph visualize              # interactive HTML graph (M5)
hdl-kgraph serve --mcp            # MCP server for AI assistants (M6)

What gets extracted

  • Design units: modules, interfaces/modports, packages, programs, checkers, UDPs; VHDL entities, architectures, packages, configurations
  • Structure: instances with port connections and parameter overrides, generate blocks, include/define relationships, filelists
  • Verification: SV classes (UVM hierarchies via inheritance chains), constraints, covergroups, assertions/properties/sequences, clocking blocks
  • Dataflow (M5): signal drivers/readers, clock and reset trees, CDC-suspect crossings

Every cross-file edge carries a confidence score (resolved → heuristic), so the graph is honest about what was proven syntactically vs inferred by name matching. The full schema is documented in ROADMAP.md.

Roadmap at a glance

Milestone Theme
M1 (v0.1) SystemVerilog/Verilog structural graph + CLI
M2 (v0.2) Preprocessor, .f filelists, includes
M3 (v0.3) VHDL + mixed-language linking
M4 (v0.4) Incremental updates, watch mode, impact analysis
M5 (v0.5) Clock/reset/CDC analyses, lint checks, visualization
M6 (v0.6) MCP server for AI assistants
M7 (v0.7) Semantic enrichment (pyslang, GHDL)
M8 (v1.0) C/C++/Python boundary (DPI-C, cocotb), stable API
M9 (v1.x) Chisel/FIRRTL, Amaranth, SpinalHDL
M10 (v1.x) Tcl/SDC/UPF constraints, Perl scripting, SLN portable stimulus

Details and acceptance criteria: ROADMAP.md.

Development

git clone https://github.com/chuanseng-ng/hdl-kgraph
cd hdl-kgraph
pip install -e .[dev]
ruff check . && ruff format --check . && mypy && pytest

See CONTRIBUTING.md. The single most useful contribution right now: the smallest HDL file that breaks extraction.

License

MIT

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