Learning path
APIs & Ingestion
Guided path · 1 stage · 1 resources
The guided path
Pulling from REST/GraphQL APIs: pagination, rate limits, idempotency keys and incremental syncs. This path sequences the category's 1 resource by roadmap stage and composite score — work top-down inside each step.
Data Processing
- API → S3 → Spark → Parquet 32.15 — API → S3 → Spark → Parquet
What you will be able to do
- Handle pagination, retries and rate limits correctly
- Write an idempotent partition overwrite
- Test a Spark transform without a cluster
Before you start
Security-flagged: API → S3 → Spark → Parquet — review the security posture first. Verification on these records: 1 community. Nothing here is independently audited — the trust scan and your own review are the controls.
Where this sits
Phase 1 of the roadmap. Stage context: Data Processing · side-by-side comparison · all learning topics