cpms-client 0.1.2

Python wrapper for the CPMS HTTP API

cpms-client (Python)

Lightweight Python wrapper around the CPMS HTTP API exposed by @lehelkovach/cpms-server-node.

Install from PyPI

pip install cpms-client

Install

This package uses setuptools (install python -m pip install build if you don't have build yet). Build/install locally from the repo root:

cd python/cpms_client
python -m build
pip install dist/cpms_client-0.1.1-py3-none-any.whl

Usage

from cpms_client import CpmsClient

client = CpmsClient(base_url="http://localhost:8787")

concept = {
    "concept_id": "concept:email@1.0.0",
    "signals": [
        {"signal_id": "terms", "evaluator": "dom.text_contains_any", "params": {"terms": ["email"]}, "mode": "fuzzy", "weight": 1.0}
    ],
    "resolution": {"score_model": {"type": "hybrid_logit", "prior_logit": -1.0, "calibration": "sigmoid"}}
}

observation = {"page_id": "fixture:login", "candidates": [{"candidate_id": "cand_email", "dom": {"label_text": "Email"}}]}

result = client.match(concept, observation)
print(result["result"]["best"])

API helpers

• match(concept, observation)
• match_explain(concept, observation)
• match_pattern(pattern, concepts, observation)
• detect_form(html, screenshot_path=None, screenshot=None, url=None, dom_snapshot=None, observation=None) - High-level form detection endpoint
• schema_language()
• concept_template(intent=None)
• persist_concept(concept)
• draft_concept(intent=None)
• draft_pattern(intent=None)
• activate(kind, uuid)

All methods raise RuntimeError when the HTTP call fails (non-2xx or network issues).