Compare
Streaming: 8 options
8 options compared · 3 tutorial, 2 pattern, 1 template, 1 project, 1 reference
Comparing 8 options
Streaming — Event time vs processing time, windowing, watermarks, delivery guarantees and state. The registry currently holds 8 resources: 3 tutorials, 2 patterns, 1 template, 1 project, 1 reference.
Side by side
Every field below comes from the curated record — nothing is sponsored or ranked by payment:
| Resource | Type | Difficulty | Verification | Score |
|---|---|---|---|---|
| Lambda vs Kappa (batch + stream) | Pattern | advanced | community | 34.75 |
| Hold the streaming mental model: events, partitions, delivery semantics | Tutorial | beginner | community | 34.15 |
| Make the sink idempotent so replays never duplicate rows | Tutorial | intermediate | community | 34.15 |
| Window a stream correctly — watermarks, dedupe, and late data | Tutorial | intermediate | community | 34.15 |
| Streaming Dedup and Upsert | Pattern | advanced | community | 31.75 |
| Kafka → Spark Streaming → Delta | Project | advanced | community | 31.65 |
| Kafka Streaming Job Template | Template | advanced | community | 27.1 |
| Daily Life as a Jenkins Administrator | Reference | — | community | 23.55 |
Trust breakdown
Verification mix: 8 community. No evidence gaps: every claim on file matches the record. Read how verification works — nothing here is independently audited yet, and the site says so everywhere it matters.
Security posture
Flagged entries: Streaming Dedup and Upsert (2), Kafka → Spark Streaming → Delta (4), Kafka Streaming Job Template (4). Flags record declared capabilities (credentials, write access, network calls) — they are facts to review, not verdicts. Every entry also passes the 30-rule static trust scan; findings print on each detail page.
How to choose
How to choose: start with Hold the streaming mental model: events, partitions, delivery semantics for the gentlest on-ramp; defer Lambda vs Kappa (batch + stream), Streaming Dedup and Upsert until you have production context. Weight verification and evidence over score when two entries are close, and check the last-verified date on each page — the registry re-checks every 180 days.