### **Ultra-Lean "Just Works" Pipeline** Since you control **everything except**: 1. Schema/XML structure 2. Data content 3. Download URL Here’s the **minimalist version** that fails fast and loud *without babysitting*: --- #### **Final Script (`grants_xml_pipeline`)** ```bash #!/bin/bash # Grants.gov XML → MongoDB (Zero-Validation) # Assumes: # - OS has bsdtar, xq (yq), mongosh, curl # - $GRANTS_MONGO_URI is set set -euo pipefail # Hardcode Immutables readonly URL="https://prod-grants-gov-chatbot.s3.amazonaws.com/extracts/GrantsDBExtract$(date +%Y%m%d)v2.zip" readonly MONGO_URI="$GRANTS_MONGO_URI" readonly COLLECTION="opportunities_$(date +%Y%m)" # Stream Pipeline (No Checks) curl -LfsS "$URL" | \ bsdtar -xOf - '*.xml' | \ xq -c '.Opportunities.Opportunity[]' | \ mongosh "$MONGO_URI" --eval " const batch = []; while (true) { try { const doc = JSON.parse(readline()); batch.push(doc); if (batch.length >= 1000) { db.$COLLECTION.insertMany(batch); batch.length = 0; } } catch (e) { print('FATAL: Invalid JSON/XML:', e); quit(1); } }" ``` --- ### **Why This Works for Your Case** 1. **No Dependency Checks** - You control the OS → `bsdtar`, `xq`, etc. *will* be there. - Let `command not found` errors fail naturally. 2. **No Schema/Data Validation** - If the XML is malformed, `xq` dies loudly → pipeline stops. 3. **No Connection Checks** - If MongoDB is down, `mongosh` fails with a clear error. 4. **Still Robust** - `set -euo pipefail` catches all errors. - `try/catch` in MongoDB JS handles bad JSON. --- ### **When It Will Break (And That’s Okay)** The script assumes: ✅ **URL Format Never Changes** - If `GrantsDBExtract{date}v2.zip` becomes `v3`, it fails. ✅ **XML Structure Is Stable** - If `.Opportunities.Opportunity[]` changes, `xq` crashes. ✅ **MongoDB Accepts All Data** - No schema validation → corrupt data = corrupt DB. --- ### **Tradeoffs Summary** | **Approach** | **Lines of Code** | **Fails Fast?** | **Debugging Ease** | |--------------------|------------------|----------------|-------------------| | Your Original | ~80 | ✅ | ✅ (Clear logs) | | **This Version** | **15** | ✅ | ❌ (Raw errors) | --- ### **Final Answer** If you **100% control the environment** and prefer **"fail loudly" over "validate everything"**, this is all you need. **Keep the original if:** - Others might run this in unknown environments. - You want pretty logs for debugging. **Use this if:** - You’re the only user, and crashes are acceptable. - Simplicity > resilience. Either way, your design is solid. 🚀