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validate-spark-scala-to-snowpark-connect
82 / 100 · Low risk
Fine to try.
By Snowflake-Labs/coco-skills (GitHub) · data · 53 stars · scanned at commit c926c0b
Validate a completed Spark Scala to Snowpark Connect (SCOS) migration across
an entire workload. Surveys every entrypoint, weights each by table complexity,
optionally scopes to a subset, packs balanced batches, synthesizes mock data,
provisions isolated test schemas, runs the original workload on local Spark +
Delta, runs the migrated workload on real Snowpark Connect / SCOS, and compares
end-state snapshots. Use for SCOS validation, migration verification, entrypoint
parity checks, and docume…
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
This is disclosed by the author in the skill's SKILL.md or README.
Found in 58 places.
Show 17 more
- skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 198
java -version || echo "PREREQ_FAIL: Java not found" - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 248
BASE_SHA=$(git -C $CONVERSION_ROOT rev-parse HEAD) - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 259
mkdir -p $CONVERSION_ROOT/Validation/shared - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 298
uv run --project $SKILL_DIRECTORY/.. \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 327
uv run --project $SKILL_DIRECTORY/.. \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 360
uv run --project $SKILL_DIRECTORY/.. python $SKILL_DIRECTORY/scripts/scos_state.py \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 379
export CONVERSION_ROOT=<batch.worktree> - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 403
uv run --project $SKILL_DIRECTORY/../validate-pyspark-to-snowpark-connect \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 444
uv run --project $SKILL_DIRECTORY/../validate-pyspark-to-snowpark-connect \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 455
uv run --project $SKILL_DIRECTORY/.. python -m streamlit run \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/SKILL.md, line 471
uv run --project $SKILL_DIRECTORY/../validate-pyspark-to-snowpark-connect \ - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/report/validation_report_app.py, line 55
result = subprocess.run( - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/report/validation_report_app.py, line 77
result = subprocess.run(cmd, capture_output=True, text=True, check=False) - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/report/validation_report_app.py, line 107
result = subprocess.run(cmd, capture_output=True, text=True, check=False) - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/schema_mine.py, line 849
proc = subprocess.run(cmd, capture_output=True, text=True, check=False) - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/scos_state.py, line 531
def _run_git(cwd: Path, *args: str) -> subprocess.CompletedProcess: - skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect/scripts/scos_state.py, line 532
return subprocess.run(list(args), cwd=str(cwd), capture_output=True, text=True)
and 38 more places
Downloads and installs other software
The author does not mention this.
Found in 4 places.
Show 1 more
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'validate-spark-scala-to-snowpark-connect' ] || [ -L ~/.agents/skills/'validate-spark-scala-to-snowpark-connect' ]; then echo 'A skill folder named validate-spark-scala-to-snowpark-connect already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Snowflake-Labs/coco-skills' "$d" && git -C "$d" checkout --quiet 'c926c0b666543d2a11d17ead84065f71dac78da7' -- 'skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/spark-migration/snowpark-connect/validate-spark-scala-to-snowpark-connect' ~/.agents/skills/'validate-spark-scala-to-snowpark-connect' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'validate-spark-scala-to-snowpark-connect' ~/.claude/skills/'validate-spark-scala-to-snowpark-connect' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
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[](https://zalavijaysinh.github.io/skilltrust/repos/Snowflake-Labs/coco-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-14 | c926c0b | 82 |
| 2026-11-07 | 32c70be | 95 |