licenseid 0.2.1

Get the SPDX License ID from license text

LicenseID

A portable license ID matcher. Get the SPDX License ID from license text.

licenseid takes license text as input and identifies the closest matched SPDX License ID using a hybrid search strategy (trigram + token ratio ranking).

Features

• Hybrid strategy:
  • Tier 0 (Shortcut): Immediate identification for exact license names and IDs.
  • Tier 1 (Recall): Rapid candidate retrieval using SQLite FTS5 (trigram) with query truncation for performance.
  • Tier 2 (Precision): Adaptive ranking using RapidFuzz with boosting for canonical matches.
  • Tier 3 (Validation): Optional final validation via tools-java if available.
• Unix philosophy: Parseable, line-delimited CLI output.
• Performance: Sub-second matching for most licenses; optimized for large file handling.

Installation

Install with pipx:

pipx install licenseid

Or using uv:

uv tool install licenseid

Usage

1. Update the license database

Before matching, you need to build the local license index:

licenseid update

Advanced update options:

• --version <version>: Download a specific SPDX License List version (e.g., 3.28.0).
• --force: Force update even if the local database is already at the target version.
• --no-cache: Bypass the local cache for downloads.

2. Match a license

Identify license text from a file:

licenseid match LICENSE.txt

Or match from a string:

licenseid match --text "Apache License\nVersion 2.0"

The --text argument supports standard escape sequences (e.g., \n, \t, \") which are automatically unescaped before matching.

Common options:

• --db <path>: Use a custom database path (global option). Supports SQLite URIs for in-memory databases (e.g., file:test?mode=memory&cache=shared).
• --bold: Print only the top license ID (no other info).
• --diff: Show a word-by-word diff between the input and the best-matching candidate.
• --json: Output results in JSON format.

The system uses a composite score (Similarity + Coverage + Popularity) to ensure the "tightest" match is preferred (e.g., distinguishing between a license and its supersets).

3. Cache management

licenseid maintains a local cache of remote data to save bandwidth.

• licenses.json: Cached for 45 days.
• popularity.csv: Cached for 75 days.
• SPDX data tarballs are versioned and never expire.

To clear the cache manually:

licenseid --clear-cache

4. Output formats

Default (Unix-friendly):

LICENSE_ID=Apache-2.0 SIMILARITY=0.9850 COVERAGE=1.0000

ID only:

licenseid match LICENSE.txt --bold

Example output:

Apache-2.0

JSON:

licenseid match LICENSE.txt --json

Example output:

[
  {
    "license_id": "Apache-2.0",
    "score": 0.985,
    "similarity": 0.985,
    "coverage": 1.0,
    "is_spdx": true,
    "is_osi_approved": true
  }
]

Diff (visual comparison):

licenseid match LICENSE.txt --diff

Example output:

LICENSE_ID=Apache-2.0 SIMILARITY=0.9980 COVERAGE=0.9975

WORD DIFF:
--- DATABASE
+++ INPUT
@@ -1601,8 +1601,4 @@
 language
 governing
 permissions
-and
-limitations
-under
-the
-license
+se

Python API

You can use licenseid directly in your Python projects:

import json
from licenseid.matcher import AggregatedLicenseMatcher

# Initialize the matcher (uses default database path if not provided)
matcher = AggregatedLicenseMatcher()

# Match license text
results = matcher.match("MIT License")

# Results are returned as a list of dictionaries (JSON-serializable)
print(json.dumps(results, indent=2))

Example JSON output:

[
  {
    "license_id": "MIT",
    "score": 1.01,
    "similarity": 1.0,
    "coverage": 0.0
  }
]

Development

Running Tests

Regular test suite:

pytest

Run benchmarks and accuracy tests (expensive):

pytest --run-benchmark

Configuration

• SPDX_TOOLS_JAR: Path to the tools-java jar for Tier 3 validation.

License

Apache-2.0