reticulate 1.0.1

Python implementation of the reticulate specification — lattice checker, conformance testing, and protocol extraction

Reticulate

A Python tool for lattice analysis of session type state spaces.

Given a session type definition, Reticulate constructs the state-space labeled transition system, computes its SCC quotient, checks whether the quotient forms a bounded lattice, and optionally generates a Hasse diagram. Part of the Session Types as Algebraic Reticulates research project.

Requirements

• Python 3.11+
• Optional: graphviz Python package + system binary (for Hasse diagram rendering)

Installation

# Install from source
pip install .

# With visualisation support
pip install .[viz]

# Development (editable + pytest)
pip install -e .[dev]

This installs the session2lattice command (plus aliases s2l, sess2lat, lattice-check, bica).

Usage

Command Line

# Basic lattice check
session2lattice "rec X.&{a:X, b:end}"

# Show version
session2lattice --version

# Generate DOT output for Hasse diagram
session2lattice --dot "rec X.&{a:X, b:end}"

# Render Hasse diagram to file
session2lattice --hasse output "&{m: end, n: end}"

# Check distributivity (Birkhoff classification)
session2lattice --distributive "(&{a: end} || &{b: end})"

# Pretty-print lattice tables (states, transitions, meet/join)
session2lattice --lattice "&{a: end, b: end}"

# Generate JUnit test source
session2lattice --test-gen --class-name FileHandle "&{open: &{read: end, close: end}}"

# All options
session2lattice --help

As a Library

from reticulatep import parse, build_statespace, check_lattice

# Parse a session type
st = parse("rec X.&{a:X, b:end}")

# Build state space
ss = build_statespace(st)

# Check lattice property
result = check_lattice(ss)
print(f"Is lattice: {result.is_lattice}")
print(f"States: {len(ss.states)}, SCCs: {len(set(result.scc_map.values()))}")

Session Type Grammar

S  ::=  &{ m1 : S1 , ... , mn : Sn }    -- branch (external choice)
     |  +{ l1 : S1 , ... , ln : Sn }    -- selection (internal choice)
     |  ( S1 || S2 )                     -- parallel composition
     |  rec X . S                        -- recursion
     |  X                                -- variable
     |  end                              -- terminated

Unicode alternatives: ⊕ for +, ∥ for ||, μ for rec.

Modules

Core

Module	Description
parser.py	Recursive-descent parser, 8 AST nodes, pretty-printer
sugar.py	Syntactic sugar: desugar / ensugar transformations
statespace.py	State-space construction by structural induction
product.py	Product construction for parallel composition
lattice.py	SCC quotient, reachability, lattice + distributivity checking
termination.py	Termination checking, WF-Par well-formedness
recursion.py	Guardedness, contractivity, unfolding, SCC analysis

Analysis

Module	Description
morphism.py	Morphism hierarchy (isomorphism, embedding, projection, Galois)
subtyping.py	Gay–Hole subtyping on ASTs, width embedding verification
duality.py	Session type duality (Branch ↔ Select), involution check
endomorphism.py	Transition endomorphism analysis (order/meet/join preservation)
reticular.py	Reticular form characterisation and reconstruction
enumerate_types.py	Exhaustive session type enumeration (universality check)
context_free.py	Chomsky classification (regular vs context-free)
polarity.py	Polarity analysis, concept lattice, Galois pairs
realizability.py	Realizability conditions, obstruction detection

Multiparty

Module	Description
global_types.py	Multiparty global type AST, parser, state-space
projection.py	MPST projection: global → local types
composition.py	Binary/n-ary composition, synchronized product
composition_viz.py	Composition dashboard visualisation
channel.py	Synchronous channel construction
async_channel.py	Asynchronous channel with buffer semantics

Output

Module	Description
visualize.py	Hasse diagram generation (DOT/Graphviz)
testgen.py	JUnit/TestNG test generation from state spaces
coverage.py	Test coverage analysis and storyboard rendering
cli.py	Command-line interface (13 flags)

Tests

# Run all tests (2,481 tests)
python -m pytest tests/ -v

# Run specific test module
python -m pytest tests/test_lattice.py -v

# Run benchmarks only
python -m pytest tests/benchmarks/ -v

Benchmarks

79 binary and 24 multiparty real-world protocol benchmarks are included in tests/benchmarks/, spanning networking (SMTP, HTTP, DNS, TLS, MQTT), databases (JDBC, Redis), distributed systems (Raft, 2PC, Saga), security (OAuth 2.0), AI agents (MCP, A2A), and more. All form bounded lattices.

Reference

This tool accompanies the paper:

A. Z. Caldeira and V. T. Vasconcelos. "Session Type State Spaces Form Lattices." ICE 2026.

License

MIT License. See LICENSE.