batho 0.1.4

Enterprise-ready, high-speed, multi-language code indexer with BSG compression and Time Machine snapshots/diffs — no LLM required.

B.A.T.H.O

Bidirectional AST Traversal & Hypergraph Orchestrator
BATHO indexes your codebase, compresses the result for LLM context windows, and tracks changes over time.

A code intelligence engine that transforms raw, massive codebases into queryable, Time-Aware Structured Graph. By safely parsing source code into an AST and extracting a highly structured relational Hypergraph, Batho acts as the ultimate memory layer for your repositories and codebase. Whether you are generating token-budgeted context to prevent AI agent amnesia, enforcing governance via webhook orchestration, or tracking code changes over time using time-based structured graph snapshots.

---

Quick Start

Get running in 30 seconds:

# Install
uv add batho 
# or
pip install batho

# Index your project
batho index --root . --verbose --snapshot

# Generate compressed bsg for LLM injection
batho bsg --root . --mode compressed --budget 12000

# Create snapshot
batho index --root . --snapshot  

# Auto-detect and patch changes
batho patch --root . --scan

# Install Git hooks for automated checks
batho hooks install --all

# Start the artifact bridge (REST API + MCP server)
batho bridge serve --root .
batho bridge mcp --transport stdio

# Show all commands
batho --help

Batho scans your codebase, extracts every function, class, import, and relationship, and writes structured output to .ctn/.

Why Batho?

Modern AI tools need structured code understanding — not just raw file contents. Batho bridges that gap.

What you get	Why it matters
40+ language AST parsing	One tool for polyglot repos — Python, TypeScript, Rust, Go, Java, and more
10x context compression	Fit entire codebases into LLM context windows
Time Machine snapshots	Track how your codebase evolves between releases
Zero Code Execution	Safe to run in CI, pre-commit, or on untrusted repos
Caching	mtime+SHA skips unchanged files — re-indexes in seconds
CI/CD Pipeline Hooks	Turnkey GitHub Actions and GitLab CI templates
Incremental patching	10-100x faster updates with complete lineage tracking

How It Works

1. Parse — tree-sitter extracts functions, classes, variables, imports with full signatures
2. Graph — Entities and relationships (IMPORTS, CALLS, USES, DEFINES) form a code graph
3. Compress — BSG renders the graph in multiple formats: compressed, full, JSON, hierarchical
4. Track — Time Machine snapshots let you diff code intelligence over time

---

Features

Multi-Language AST Extraction

Batho uses tree-sitter for precise, language-aware parsing:

• Functions — name, signature, parameters, return type, docstring
• Classes — name, base classes, methods, attributes
• Interfaces/Traits — method signatures
• Variables — declarations, types, assignments
• Imports — module paths, selective imports

Relationships captured: IMPORTS · CALLS · USES · DEFINES

BSG (Batho Structured Graph) Compression

Transforms full code graphs into compact representations:

# Generate full bsg with signatures
batho bsg --root . --mode full

# Generate hierarchical directory view
batho bsg --root . --mode hierarchical

# Generate compressed bsg for LLM injection
batho bsg --root . --mode compressed --budget 12000

Mode	Best for	Output File
Full	Developer reference with signatures + line numbers	bsg_full.json
Hierarchical	Directory-tree overviews	bsg_hierarchical.json
Compressed	LLM prompt injection (4K–40K tokens)	bsg_compressed.json

Batho Time Machine

batho index --root . --snapshot                    # Create snapshot
batho snapshots --root .                           # List all snapshots
batho diff-snapshots --root . SNAP_A SNAP_B        # Compare versions

Versioned snapshots with UUID + timestamp, entity/relationship diffs, and staleness scoring for automated re-indexing.

Incremental Patching with Tracking

# Auto-detect and patch changes
batho patch --root . --scan

# List all patch operations
batho patches --root . --format timeline

# Show detailed patch info
batho patch-info --root . --patch-id ID

# Apply patch from diff file
batho apply-patch --root . --base-snapshot ID --diff-file changes.diff

# Cherry-pick patch to different snapshot
batho cherry-pick --root . --patch-id ID --target-snapshot ID

Smart Indexing

• mtime + SHA-256 cache — unchanged files are skipped instantly
• Parallel extraction — auto-scaled threads (CPU × 2, capped at 32)
• Binary detection — magic bytes + entropy analysis
• Ignore support — .gitignore + .bathoignore via pathspec
• Per-file isolation — one bad file never aborts the scan

Stack Detection

Automatically identifies your tech stack from config files:

Category	Frameworks / Tools
Python	FastAPI, Django, Flask
Node.js	React, Vue, Express, NestJS
Java	Spring, Maven, Gradle
.NET	ASP.NET, Entity Framework
Go	Gin, Echo
Ruby	Rails, Sinatra
Rust	Cargo
Mobile	Android, iOS
Data/ML	PyTorch, TensorFlow, Pandas

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Supported Languages

Category	Languages
Web / Backend	Python, TypeScript, JavaScript, Go, Java, Ruby, PHP, C#, Scala, Kotlin
Systems	Rust, C, C++, Zig, Objective-C
Mobile	Swift, Kotlin (Android), Objective-C (iOS)
Functional	Haskell, Erlang, OCaml, Elixir, Julia, Agda
Scripting	Bash, Perl, Lua, R
Other	Dart, Verilog, Hack
Markup / Config	JSON, YAML, TOML, HTML, CSS/SCSS/SASS/LESS, Markdown, HCL/Terraform

Parser availability depends on installed tree_sitter_language_pack grammars. Missing grammars are skipped gracefully.

---

Installation

pip install batho          # pip
uv pip install batho       # uv
pip install -e .           # development (editable)

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Developer Setup (uv)

Use this section when you want to contribute to Batho locally, run tests, and verify the CLI from source.

1. Clone the repository

git clone https://github.com/sageoz/batho.git
cd batho

2. Install project dependencies for development and testing

uv sync --all-groups --all-extras

This creates and syncs the project environment with runtime, test, and dev dependencies.

3. Run tests

# Full suite
uv run pytest

# Optional: focused checks while iterating
uv run pytest tests/core/test_config.py -q
uv run pytest tests/utils/test_logging.py -q

4. Run the CLI directly from local source

This path is best during development because it always uses your current working tree.

uv run python -m batho_cli --help
uv run python -m batho_cli index --root .

5. Reinstall the global batho command from your local source

Use this when you want the plain batho command to reflect your latest local code.

uv tool install --reinstall .
hash -r
batho index --root .

6. Quick troubleshooting

If behavior differs between local and global runs, compare both paths:

uv run python -m batho_cli index --root .
batho index --root .

If they differ, reinstall the tool again:

uv tool install --reinstall .
hash -r

---

CLI Reference

# Show all commands
batho --help

# Show command-specific help
batho <command> --help

Command Matrix

Command	Purpose
index	Build/update graph + BSG artifacts for a repo
stats	Show current index metadata and health summary
snapshots	List stored snapshots
diff-snapshots	Diff two snapshots
patch	Apply incremental updates from scan/diff/files
patches	List patch operations
patch-info	Show patch operation details
patch-chain	Show chain of patches for a snapshot
apply-patch	Apply patch by diff file or patch id
cherry-pick	Apply a patch to another snapshot
sync	Sync pending artifacts to configured cloud endpoint
hooks	Git client-side hook management (install/remove/run)
invalidate	Clear index file cache
cache	AST cache management (stats, invalidate, clear)
storage	Persistent artifact registry tools (backfill, verify, cleanup, stats, rebuild-indexes, compact)
query	Query persisted entity/relationship indexes
bsg	Render BSG outputs (compressed, full, hierarchical)

Indexing & Snapshots

# Full index
batho index --root /path/to/repo --verbose

# Force full rebuild (disable incremental path)
batho index --root /path/to/repo --full

# Force cache reset before indexing (clears file cache + AST cache)
batho index --root /path/to/repo --force

# Deterministic fresh parse run (bypass AST cache for this invocation)
batho index --root /path/to/repo --force --no-ast-cache --verbose

# Index and create snapshot
batho index --root /path/to/repo --snapshot --snapshot-label "release-candidate"

# Snapshot inspection
batho snapshots --root /path/to/repo
batho diff-snapshots --root /path/to/repo --snapshot-a SNAP_A --snapshot-b SNAP_B

Patch Lifecycle

# Auto-detect file changes and patch
batho patch --root /path/to/repo --scan

# Patch from unified diff
batho patch --root /path/to/repo --diff /path/to/changes.diff

# Patch specific files
batho patch --root /path/to/repo src/a.py src/b.py

# Patch history and details
batho patches --root /path/to/repo --format timeline
batho patch-info --root /path/to/repo --patch-id PATCH_ID --format summary
batho patch-chain --root /path/to/repo --snapshot-id SNAP_ID --full

# Advanced patch operations
batho apply-patch --root /path/to/repo --base-snapshot SNAP_ID --diff-file /path/to/changes.diff
batho cherry-pick --root /path/to/repo --patch-id PATCH_ID --target-snapshot SNAP_ID

BSG Rendering & Querying

# Render BSG formats
batho bsg --root /path/to/repo --mode compressed --budget 12000
batho bsg --root /path/to/repo --mode full
batho bsg --root /path/to/repo --mode hierarchical

# Query persisted graph indexes
batho query --root /path/to/repo --entity-type function --limit 50
batho query --root /path/to/repo --file-path src/api.py
batho query --root /path/to/repo --relationship-type calls --rebuild-index

Cache & Storage Operations

# Index cache cleanup
batho invalidate --root /path/to/repo

# AST cache management
batho cache stats
batho cache invalidate "**/*.py"
batho cache clear

# Persistent storage management
batho storage backfill --root /path/to/repo
batho storage verify --root /path/to/repo --repair
batho storage cleanup --root /path/to/repo          # dry-run
batho storage cleanup --root /path/to/repo --apply  # execute cleanup
batho storage stats --root /path/to/repo
batho storage rebuild-indexes --root /path/to/repo
batho storage compact --root /path/to/repo            # dry-run
batho storage compact --root /path/to/repo --apply    # execute compaction

Cloud Sync Operations

# Preview pending artifacts (no upload)
batho sync --root /path/to/repo --dry-run

# Sync pending artifacts to cloud endpoint
export BATHO_CLOUD_SYNC_ENABLED=true
export BATHO_CLOUD_ENDPOINT="https://sync.batho.dev/v1"
export BATHO_CLOUD_API_KEY="batho_live_xxxxx"
batho sync --root /path/to/repo

# Retry only failed artifact uploads
batho sync --root /path/to/repo --retry-failed

# Show local sync status summary
batho sync --root /path/to/repo --status

Bridge (Artifact Registry REST + MCP)

Expose .ctn/ artifacts via HTTP and MCP for dashboard/IDE integrations.

# Start REST API server (default http://127.0.0.1:8766)
batho bridge serve --root /path/to/repo
batho bridge serve --root /path/to/repo --host 0.0.0.0 --port 8766

# Start MCP server (stdio for IDE integration)
batho bridge mcp --root /path/to/repo --transport stdio

# Start MCP server (SSE for remote clients)
batho bridge mcp --root /path/to/repo --transport sse --port 8767

# Check registry status
batho bridge status --root /path/to/repo

# Verify all artifacts are loadable
batho bridge verify --root /path/to/repo

REST endpoints (mounted under /api/v1/bridge/):

• GET /indexes — List all indexes
• GET /indexes/{index_id} — Get specific index metadata
• GET /artifacts?type={artifact_type}&limit={n} — List artifact records
• GET /artifacts/{artifact_type}?index_id={id} — Load artifact JSON content
• GET /artifacts/{artifact_type}/content?path={logical_path} — Load by logical path
• GET /stats — Registry statistics

MCP tools: bridge_list_indexes, bridge_get_index, bridge_list_artifacts, bridge_get_artifact, bridge_get_artifact_by_path, bridge_search_artifacts, bridge_get_stats.

Git Hooks Management

YAML-driven Git client-side hook automation with enterprise reliability.

# List configured hooks and templates
batho hooks list --root /path/to/repo

# Check installation status
batho hooks status --hook pre-commit

# Install all enabled hooks (auto-bootstraps .batho/hooks.yaml if missing)
batho hooks install --all

# Install specific hook with force (overwrites unmanaged)
batho hooks install --hook pre-commit --force

# Remove managed hooks
batho hooks remove --all

# Run hook manually (supports custom hooks for CI/CD)
batho hooks run --hook enterprise-nightly --verbose

Configuration in .batho/hooks.yaml:

version: hooks.v1
defaults:
  shell: /bin/sh
  timeout: 60
hooks:
  pre-commit:
    enabled: true
    stages:
      - run: ruff check .
      - run: pytest --co -q
  pre-push:
    enabled: true
    stages:
      - run: pytest -x --tb=short

Enable in batho.yaml:

hooks:
  enabled: true
  include: true

Index Flags

Flag	Default	Description
--max-workers	0 (auto)	Worker threads — 0 uses CPU × 2, capped at 32
--max-file-size-kb	500	Skip files larger than this
--extensions	all supported	Restrict indexing to selected extensions
--full	off	Disable incremental reuse and force full rebuild
--force	off	Clear index file cache and AST cache before indexing
--no-ast-cache	off	Bypass AST cache for the current indexing run
--base-snapshot	auto	Prefer this snapshot for incremental indexing
--output-json	none	Optional override path for graph JSON output
--metrics-output	from config	Write metrics JSON to explicit path
--verbose	off	Print progress to stdout
--snapshot	off	Create snapshot after indexing
--snapshot-label	none	Attach label to generated snapshot

Global Logging Flags

Flag	Default	Description
--log-level	from config	Override logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL)
-q, --quiet	from config	Suppress non-error CLI output and log events below ERROR
--log-json	off	Force JSON log output (useful in CI)
--log-file	from config	Write logs to the specified file path

BSG Options

Flag	Default	Description
--mode	compressed	Rendering mode: compressed, full, hierarchical
--budget	12000	Token budget for compressed mode

Patch Options

Flag	Default	Description
--scan	off	Auto-scan for changes
--dry-run	off	Preview changes without applying
--base-snapshot	auto	Use specific snapshot as base
--force-index-patch	off	Force traditional index-based patching
--diff	none	Apply patch from unified diff
files...	none	Patch explicit changed files

---

Output

.ctn/
├── index.json                   # Index metadata + staleness + persistence model
├── artifact_registry.db         # SQLite artifact registry (durable outputs)
├── file_cache.json              # Index file cache
├── file_hashes.json             # Content-hash tracker for incremental scans
├── metrics.json                 # Optional metrics output
├── interception_stats.json      # Rule interception matrix
├── evolution_ledger.json        # Failure synthesis ledger
├── snapshots/                   # Time Machine snapshots
│   └── batho_<project>_<sha>_<ts>.json
├── patches/                     # Patch operation history
│   ├── index.json
│   └── patch_<operation_id>.json
└── <index_id>/
    ├── graph.json               # Entities + relationships
    ├── bsg.json                 # Structured symbol graph
    ├── bsg_compressed.json      # LLM-ready compressed output
    ├── bsg_full.json            # Full textual BSG output
    ├── bsg_hierarchical.json    # Hierarchical textual BSG output
    └── context/
        ├── overview.md
        └── files.md

Default AST cache database location: .ctn/local/cache/ast_cache.db (configured by bsg.cache.path).

graph.json example

{
  "schema_version": "graph.v1",
  "entities": [
    {"id": "e1", "name": "login", "type": "function", "file": "auth.py", "start_line": 10, "end_line": 25}
  ],
  "relationships": [
    {"source_id": "e1", "target_id": "e2", "type": "IMPORTS"}
  ]
}

bsg.json example

{
  "schema_version": "bsg.v1",
  "nodes": [
    {
      "id": "e1",
      "type": "FUNCTION",
      "name": "login",
      "file": "src/auth.py",
      "start_line": 10,
      "end_line": 25
    }
  ],
  "edges": [],
  "indexes": {
    "nodes_by_file": {
      "src/auth.py": ["e1"]
    }
  }
}

---

Configuration

Batho works out of the box with zero config. For production use, configure with the unified root config file ./batho.yaml (or start from batho.yaml.example) plus optional environment overrides.

Configuration precedence:

1. Built-in defaults
2. ./batho.yaml
3. Environment variables (override file values)
4. CLI flags (override for a specific run)

Output behavior:

• User-facing command output is written to stdout.
• Warnings/errors and operational logs are written to stderr.

Core Config Areas

Area	Keys	What it controls
logging	level, json_format, quiet, file, format	Process-wide logging and CLI verbosity behavior
paths	ctn_dir	Artifact output directory
indexer	max_file_size_kb, max_workers, max_indexed_files, ignore_*, metrics_output	Base indexing limits and outputs
rules	enabled, builtin_plugins, custom_rules_*, strict_validation	Rule plugins and metadata enrichment
bsg.parallel	enabled, max_workers, chunk_size	Parallel file extraction
bsg.ignore	enabled, file	.bathoignore integration
bsg.cache	enabled, path, max_size_mb, ttl_days	AST cache behavior
bsg.incremental	enabled, fallback_to_full, auto_detect_git	Incremental indexing strategy
bsg.symbol_resolution	enabled, fuzzy_matching, cache_symbols	Cross-file symbol resolution
bsg.serialization	method, compression, batch_size	BSG render strategy
bsg.parsing	error_recovery, partial_parsing, max_file_size_mb, skip_comments	Parser behavior
bsg.query	enabled, index_on_write, cache_enabled, cache_size, default_limit, query_timeout_ms	Persistent query indexes
bsg.storage	enabled, backend, registry_path, content_scope, cloud_sync_ready, mmap_enabled, retention.*	Durable artifact registry and retention
hooks	enabled, include	Git client-side hook automation pointer

Environment Variables (Common)

Variable	Default	Description
BATHO_LOG_LEVEL	INFO	DEBUG, INFO, WARNING, ERROR
BATHO_LOG_JSON	null	Force JSON logs (true) or leave auto mode (unset)
BATHO_LOG_QUIET	false	Suppress non-error output globally
BATHO_LOG_FILE	unset	Optional log file path
BATHO_CTN_DIR	.ctn	Output directory
BATHO_MAX_FILE_SIZE_KB	500	Max file size to parse
BATHO_MAX_INDEXED_FILES	200000	Hard cap on indexed files
BATHO_INDEX_WORKERS	0	Worker threads (0 = auto)
BATHO_METRICS_OUTPUT	.ctn/metrics.json	Metrics output path
BATHO_RULES_ENABLED	config value	Enable BSG rule plugin stage
BATHO_RULES_CUSTOM_RULES_PATH	unset	YAML file containing custom BSG rules
BATHO_RULES_BUILTIN_PLUGINS	bsg_core	Comma-separated built-in plugin names
BATHO_RULES_DISABLED_RULES	unset	Comma-separated rule names to disable
BATHO_BSG_STORAGE_ENABLED	true	Enable durable artifact registry
BATHO_BSG_STORAGE_REGISTRY_PATH	.ctn/artifact_registry.db	Registry database path
BATHO_BSG_STORAGE_MMAP_ENABLED	false	Enable mmap reads for large persisted JSON
BATHO_BSG_QUERY_INDEX_ON_WRITE	true	Build query index at write time
BATHO_BSG_QUERY_CACHE_SIZE	256	Query service cache size

For the complete env override set, see batho/config.py.

Config File

# ./batho.yaml
logging:
  level: DEBUG
  json_format: true
  quiet: false
  file: .ctn/batho.log
  format: "%(message)s"

indexer:
  max_file_size_kb: 1000
  max_workers: 16
  ignore_patterns:
    - "**/vendor/**"
    - "**/dist/**"

flags:
  strict: true
  fail_on_warning: true

rules:
  enabled: true
  builtin_plugins: [bsg_core]
  disabled_rules: []
  custom_rules_path: ./bsg-rules.yaml
  custom_rules_inline:
    - name: payment-cluster
      entity_types: ["function", "method"]
      name_patterns: ["*payment*", "*invoice*"]
      metadata:
        bsg.cluster_hint: billing

  # Validation controls
  strict_validation: false
  fail_on_rule_error: false

bsg:
  parallel:
    enabled: true
    max_workers: 16
    chunk_size: 50
  cache:
    enabled: true
    path: .ctn/local/cache/ast_cache.db
    max_size_mb: 1024
    ttl_days: 30
  query:
    enabled: true
    index_on_write: true
    cache_enabled: true
    cache_size: 256
    default_limit: 200
  storage:
    enabled: true
    backend: sqlite
    registry_path: .ctn/artifact_registry.db
    content_scope: durable
    cloud_sync_ready: true
    mmap_enabled: false
    retention:
      enabled: true
      snapshot_ttl_days: 90
      patch_ttl_days: 90
      metrics_ttl_days: 30
      context_ttl_days: 90

Scenario Playbooks

1) Local Dev (fast feedback)

indexer:
  max_workers: 0
  max_file_size_kb: 500
bsg:
  incremental:
    enabled: true
  cache:
    enabled: true

batho index --root .
batho patch --root . --scan
batho bsg --root . --mode compressed --budget 12000

2) Large Monorepo (throughput)

indexer:
  max_file_size_kb: 2000
bsg:
  parallel:
    enabled: true
    max_workers: 16
  ignore:
    enabled: true
    file: .bathoignore
  storage:
    mmap_enabled: true

batho index --root /repo --snapshot
batho storage stats --root /repo
batho query --root /repo --relationship-type calls --limit 200

3) CI/CD (deterministic + observable)

logging:
  level: INFO
  json_format: true
indexer:
  metrics_output: .ctn/metrics.json
bsg:
  storage:
    enabled: true

batho index --root . --log-json --snapshot
batho stats --root .
batho storage verify --root .

4) Persistent Storage Hygiene (cloud-sync-ready v1)

# register existing artifacts
batho storage backfill --root .

# verify and repair drift
batho storage verify --root . --repair

# inspect registry + graph cache health
batho storage stats --root .

# rebuild query indexes
batho storage rebuild-indexes --root .

# retention dry-run / apply
batho storage cleanup --root .
batho storage cleanup --root . --apply

# deduplicate registry (dry-run first)
batho storage compact --root .
batho storage compact --root . --apply

BSG Rule Plugins

Batho now applies BSG rules through internal plugin modules, not the root rules folder.

• Built-in rules are loaded from packaged plugins (default: bsg_core).
• Custom rules can be defined inline in batho.yaml via rules.custom_rules_inline.
• Custom rules can also be loaded from rules.custom_rules_path YAML files.
• Rule actions currently focus on deterministic metadata enrichment for graph entities (for example bsg.category, bsg.scope_tier, bsg.service_tag).

Custom rules YAML accepts either a top-level list or a rules: list.

rules:
  - name: mark-test-files
    file_patterns: ["tests/**", "**/*_test.py"]
    metadata:
      bsg.category: TEST

  - name: derive-service-tag
    file_patterns: ["services/*/**"]
    actions:
      derive_service_tag: true

---

Using Batho with AI

Batho is built to power AI-assisted development. Here are common patterns:

Feed LLM Context

# Generate compressed bsg for LLM injection
batho bsg --root . --mode compressed --budget 12000
# → Output saved to .ctn/{index_id}/bsg_compressed.json
# → Load and inject into your LLM prompt as codebase context

Or programmatically:

import json
from pathlib import Path

# Load compressed bsg generated by CLI
with open('.ctn/{index_id}/bsg_compressed.json', 'r') as f:
    data = json.load(f)
    compressed_text = data['compressed_text']
    stats = data['stats']
# → Inject 'compressed_text' into your LLM prompt as codebase context

Codebase Q&A

# Find all functions that call 'authenticate'
for rel in graph.relationships:
    target = graph.get_entity(rel.target_id)
    if target and target.name == "authenticate":
        source = graph.get_entity(rel.source_id)
        print(f"{source.name} → authenticate  ({source.file})")

---

Use Batho as a Python Library (Custom Scripts)

Batho is not only a CLI. You can import it as a Python library to build custom automation scripts, CI workflows, and internal developer tools.

Public Python API

The batho package exports core APIs directly:

• Indexing and graph: CodeGraphIndexer, InMemoryGraph, BSGMap
• Time Machine: create_snapshot, list_snapshots, load_snapshot, diff_snapshots
• Incremental patching: FileChange, FileChangeType, FileChangeTracker, incremental_patch
• Git-aware change discovery: get_changed_file_status_since
• Query layer: QueryService

Example: Index + Snapshot from a Script

from pathlib import Path

from batho import BSGMap, CodeGraphIndexer, create_snapshot

root = Path(".").resolve()
ctn_dir = root / ".ctn"
ctn_dir.mkdir(parents=True, exist_ok=True)

indexer = CodeGraphIndexer(cache_path=str(ctn_dir / "file_cache.json"), root=str(root))
graph = indexer.build_graph(root=str(root), snapshot_id="script-run")

bsg = BSGMap.build(graph, root=str(root))
snapshot_id = create_snapshot(ctn_dir, root, graph, bsg, label="nightly-script")

print({"entities": len(graph.entities), "relationships": len(graph.relationships), "snapshot": snapshot_id})

Example: Incremental Patch in Automation

from pathlib import Path

from batho import FileChangeTracker, incremental_patch

root = Path(".").resolve()
ctn_dir = root / ".ctn"
base_snapshot_id = "<existing_snapshot_id>"

tracker = FileChangeTracker(root)
hash_cache_path = ctn_dir / "file_hashes.json"
tracker.load(hash_cache_path)
changes = tracker.scan_for_changes(max_file_size_kb=500)
tracker.save(hash_cache_path)

if changes:
    result = incremental_patch(ctn_dir, base_snapshot_id, changes)
    print(result)
else:
    print("No changes detected")

Example: Query Indexed Data Programmatically

from pathlib import Path

from batho import QueryService

ctn_dir = Path(".ctn")
query = QueryService(ctn_dir)

functions = query.entities_by_type("function", limit=20)
for row in functions:
    print(f"{row['name']} -> {row['file']}")

---

Impact Analysis (Pre-Refactoring)

# Find every caller of a function before changing it
for rel in graph.relationships:
    if rel.target_id == target_id and rel.type.name == "CALLS":
        caller = graph.get_entity(rel.source_id)
        print(f"  Will be affected: {caller.name} in {caller.file}")

RAG / Vector Embedding

batho index --root /path/to/repo
batho bsg --root /path/to/repo --mode compressed
# → Embed .ctn/*/bsg_compressed.json chunks into your vector DB

Agentic AI

Autonomous agents can use Batho's structured graph to navigate codebases, resolve imports, and understand call chains — without reading every file.

---

Integrations

CI/CD (GitHub Actions)

name: Code Index
on: [push, pull_request]
jobs:
  index:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: pip install batho
      - run: batho index --root . --verbose --log-json --snapshot
      - run: batho stats --root .
      - uses: actions/upload-artifact@v4
        with:
          name: batho-output
          path: .ctn/

Pre-commit Hook

# .pre-commit-config.yaml
- repo: local
  hooks:
    - id: batho-index
      name: Batho Code Index
      entry: batho index --root .
      language: system
      pass_filenames: false
      always_run: true
    - id: batho-patch
      name: Batho Incremental Patch
      entry: batho patch --root . --scan
      language: system
      pass_filenames: false
      always_run: true

VS Code Task

{
  "version": "2.0.0",
  "tasks": [{
    "label": "Batho Index",
    "type": "shell",
    "command": "batho index --root ${workspaceFolder} --verbose --snapshot"
  },
  {
    "label": "Batho Patch",
    "type": "shell",
    "command": "batho patch --root ${workspaceFolder} --scan"
  }]
}

---

Security & Compliance

Guarantee	Details
Parse-only	Batho never executes your code — safe on untrusted repos
Binary detection	Magic bytes + Shannon entropy analysis
Ignore rules	Respects .gitignore and .bathoignore
Atomic writes	Temp file + rename — no partial outputs on crash
Fully offline	Zero network calls — runs air-gapped

For regulated environments, add SBOM and license checks in CI:

pip install cyclonedx-bom && cyclonedx-py -o sbom.xml
pip install pip-licenses && pip-licenses --allow-only "Apache Software License"

---

Performance

Repo Size	Workers (auto)	Typical Time
< 50 files	4	< 2s
50–200 files	8	2–5s
200–1K files	16	5–15s
1K+ files	32	varies

Tips for large monorepos (2M+ LOC):

• Run on fast local SSD
• Use --log-json to reduce console overhead
• Add build artifacts to .bathoignore:

  node_modules/
  vendor/
  dist/
  build/
  __pycache__/
  

---

Architecture

batho/
├── batho_cli.py                  # CLI command entrypoints
└── batho/
    ├── __init__.py               # Public Python API exports
    ├── config.py                 # Configuration and env overrides
    ├── time_machine.py           # Snapshots, diffs, incremental patching
    ├── context/
    │   ├── codegraph.py          # Graph indexing and extraction pipeline
    │   ├── pipeline.py           # Parallel worker orchestration
    │   ├── bsg_map.py            # Multi-format BSG renderer
    │   ├── query.py              # Query service over persisted artifacts
    │   └── languages/            # Per-language tree-sitter extractors
    └── utils/
        ├── logging.py            # Structured logging
        ├── hash.py               # SHA-256 helpers
        └── ignore.py             # .gitignore / .bathoignore handling

---

Contributing

Batho is open source and welcomes contributions. Whether it's a bug report, a new language extractor, or a docs improvement — we'd love your help.

1. Fork the repo
2. Create a feature branch
3. Run the test suite: uv run pytest
4. Submit a pull request

---

License

Apache 2.0 — see LICENSE

---

🎉 Thank You!

Ready to get started? Install Batho and index your first project in 30 seconds.

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🚀 Batho v1.0.0 - Code Intelligence for the AI Era
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