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dsh-data-cleaning

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@liuhange/dsh-data-cleaning · v3.0.5 · MIT

数据清洗插件 — 去重+格式标准化+异常值处理+缺失值填充

Install

dsh plugin add @liuhange/dsh-data-cleaning

Confirm the layer applied with dsh --profile default --dump-config — see the install guide.

Source

Published to npm without a public repository. Inspect the package contents before installing.

Tags

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