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@liuhange/dsh-data-cleaning

v3.0.5

Published

数据清洗插件 — 去重+格式标准化+异常值处理+缺失值填充

Downloads

952

Vulnerabilities

Powered byPowered by Snyk
  • 0High
  • 0Medium
  • 0Low

Links

Git

Maintainers

liuhangeliuhange

Keywords

deepseek-harnessdsh-plugindata-assetdata-asset-inspectorshujintong数据资产data-cleaningdeduplicationformat-standardizationanomaly-detection数据清洗去重格式标准化异常检测dshtypescriptnodejsautomationauditcompliancedata-governancedata-qualitypluginopen-sourcedata-managementcleaningcleansingnormalizationscrubbingdata-hygieneregistrationvaluation

Readme

@liuhange/dsh-data-cleaning

Data cleaning plugin for DeepSeek Harness. Deduplication, format standardization, anomaly detection.

安装

dsh plugin --profile web add @liuhange/dsh-data-cleaning

Tool: clean_data

  • Parameters: filePath (required), removeDuplicates (default true), standardizeFormat (default true)
  • Output: Cleaning report with dedup stats and anomaly details
  • Output file: {originalName}_cleaned.{ext}

Known Limitations and Deferred Work

  • Anomaly detection rules are basic (short content, null values); extensible via config