datasentry-core
DataSentry AI 核心领域模型与引擎：连接器、检测器、融合、评分、 修复、规则引擎与隐私脱敏。纯离线、零网络依赖，可独立测试。
pip install datasentry-core
模块
connectors/— 多格式数据源（CSV / Parquet / JSONL / XLSX）detectors/— 检测器注册表与 36+ 内置检测器（Detector协议）engine/— 画像、融合、评分repair/— 修复引擎（propose → preview → apply → rollback）rules/— 规则模型与预运行引擎（期望语义取反）privacy/— 确定性 PII 脱敏（mask_profile / mask_rows）llm/— LLM Provider 协议与数据结构（零网络）plugins.py— 检测器插件加载（插件 API v1，ADR-031）
使用
from datasentry_core.connectors import DataSourceSpec, default_registry
from datasentry_core.detectors.initial import register_default_detectors
from datasentry_core.detectors import DetectorRegistry
from datasentry_core.detectors.runner import ScanRunner
registry = DetectorRegistry()
register_default_detectors(registry)
runner = ScanRunner(registry)
handle = default_registry().open(DataSourceSpec(source_type="csv", path="data.csv"))
runs = runner.run_all(handle, config)
许可
Apache-2.0。完整产品（CLI / API / UI）见 datasentry 包。
1 maintainer
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