dsh-data-quality

Deterministic data profiling, cleaning, and verification for DeepSeek Harness: a ctx.dataQuality capability seam (Service Definition / local Provider / tool Consumers) with data_profile, data_clean, and data_verify model tools, a frozen cross-plugin verifyCitations contract, durable reports in a storage domain, and data-quality/* session events on hosts that support them. 适合需要对数据集进行确定性分析、格式清洗及文献引用准确性校验的任务。

Package

dsh-data-quality

Compatibility

Unverified

Harness peer range

>=0.1.2-rc.1 <0.2.0 || >=0.1.5-alpha.1 <0.2.0 || >=0.1.6-0 <0.2.0 || >=0.1.7-0 <0.2.0

Cordis peer range

^4.0.2

Version

0.3.15

License

Apache-2.0

Last updated

Sep 25, 2026

Other repositories with this package name

satan9394/dsh-data-quality

Configuration

All keys are optional (defaults shown); invalid values fail loudly at load. Every key is settable from cordis.yml (the bundle ships cordis.patch.yml with the same defaults).

Key	Default	Description
`enabled`	`true`	Master switch; `false` mounts nothing at all.
`maxRows`	`200000`	Hard row cap per dataset load; larger inputs reject loudly (use the tool's `sample` parameter).
`maxFileSizeMB`	`64`	Hard file-size cap in MiB per dataset load.
`defaultTolerance`	`1e-9`	Default relative tolerance for numeric citation comparison when a citation omits `tolerance`.
`evidenceRowLimit`	`20`	Cap on failing-row evidence (verify) and preview rows (clean) in one result.
`allowedExtensions`	`['.csv', '.tsv', '.json', '.jsonl']`	Extensions accepted as datasets.
`workspaceRoot`	`""`	Absolute root for SERVICE-level calls (e.g. `verifyCitations`) that carry no session workspace; empty = the harness process launch directory. Tool calls always use the session's workspace cwd.
`storeReports`	`true`	Persist run reports to the `data_quality` storage domain and return `reportKey`.
`scorecardWeights`	all 1 (equal)	Per-dimension weights (completeness/uniqueness/validity/consistency/timeliness/accuracy) for the scorecard's weighted overall total; each weight must be a non-negative number.

dsh-data-quality

Other repositories with this package name

Install

README

Configuration