dq-made-easy-cli 0.6.4

Standalone CLI for listing, initiating, and replaying DQ run plans

dq-made-easy-cli

Standalone CLI package for rule onboarding, run plan management, and execution tracking in dq-made-easy.

Commands

dq-onboard — Workspace Rule Onboarding

Discover, filter, and bulk-submit rule onboarding proposals based on template matching.

dq-onboard --workspace "Retail Banking" --all --insecure --submit

✅ Features:

• Fetch workspace scope summary (attribute counts)
• Generate template-based rule proposals
• Filter by template type or select all
• Preview with --dry-run or submit with --submit
• JSON output for automation

📖 Full Documentation: ONBOARDING.md

Verified Examples (Retail Banking workspace: 157 attributes, 356 proposals):

• View single sample proposal: dq-onboard --workspace "Retail Banking" --dry-run
• Filter to NULL checks (157): dq-onboard --workspace "Retail Banking" --template "NULL Value" --all --dry-run
• Submit all proposals: dq-onboard --workspace "Retail Banking" --all --submit
• JSON output: dq-onboard --workspace "Retail Banking" --json --dry-run | jq .

---

dq-run-plan — Execution & Replay

List, initiate, replay, and export run plans (existing command).

dq-run-plan --help

---

dq-mcp-server — Agent Tools via MCP

Runs a stdio MCP server that exposes three tools backed by canonical dq-api routes:

• validate_dataset -> POST /api/rulebuilder/v1/rules/validate/batch
• get_anomalies -> GET /api/rulebuilder/v1/deliveries/{delivery_id}/exception-summary
• trigger_remediation -> POST /api/rulebuilder/v1/incidents

dq-mcp-server --base-url http://localhost:8000/api --token "$DQ_MCP_API_TOKEN"

Environment variables:

• DQ_MCP_API_BASE_URL (required unless --base-url is provided)
• DQ_MCP_API_TOKEN (optional bearer token)
• DQ_MCP_API_TIMEOUT_SECONDS (required unless --timeout-seconds is provided)

The server fails fast if base URL or timeout are missing.

---

Installation

pip install dq-made-easy-cli

Or from source:

cd dq-cli
pip install -e .

Verify both commands are available:

dq-onboard --help
dq-run-plan --help
dq-mcp-server --help