Analyze downstream dependencies impacted by changing csv or parquet data files.
npx skills add https://github.com/Hohlas/SoSimple --skill check-data-impact
Please help me install this Agent Skill. Skill: check-data-impact Source: https://github.com/Hohlas/SoSimple/tree/main/.kilocode/skills/check-data-impact Command: npx skills add https://github.com/Hohlas/SoSimple --skill check-data-impact
Analyze downstream dependencies when changing data formats to prevent breaking changes in the pipeline.
Run the check-data-impact on a sample data file to view affected downstream scripts and outputs.
High-intent search queries and answers about installing and using this skill.
To analyze downstream dependencies, this Skill reads file headers, locates script references in MODULE_INDEX.md, and recursively resolves impacted outputs to generate a dependency graph. This maps affected scripts and data before you change a data file format.
Finding impacted pipeline scripts involves inspecting your MODULE_INDEX.md recipes to locate references of the modified CSV outputs. It then recursively resolves these downstream dependencies and renders a clear map of affected scripts and outputs.
Yes, you can trace downstream data pipeline impact for parquet inputs. The analysis is applicable to data pipelines built with csv or parquet inputs, mapping impact within MODULE_INDEX.md recipes and reporting affected scripts and outputs.
A dependency graph for data pipeline impact assessment visually maps the downstream dependencies affected by changing a data file. It recursively resolves script references found in MODULE_INDEX.md to report impacted data and scripts for impact assessment.
Yes, you need a MODULE_INDEX.md file to map downstream data dependencies. The tool locates scripts that use your data outputs by inspecting MODULE_INDEX.md recipes to recursively resolve downstream dependencies and render the impact graph.
starlake-aiConvert Parquet files into CSV format for batch ETL pipelines.
Hopin-incGenerate dependency graphs to forecast impacted files, domains, and tests from code changes.
platonaiValidate Python script execution pipelines for allowed tools, timeouts, and output limits.
HohlasRegenerate MODULE_INDEX.md by extracting headers from Python, mqh, and ipynb files.
