metadata
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
language:
- en
pretty_name: Notification Retry and Fallback Code Reasoning Dataset
Notification Retry and Fallback Code Reasoning Dataset
Designed for enterprise notification and broadcast communication platforms, this dataset contains source code examples involving notification delivery, failure retries, fallback channels, idempotency, and state transitions. Structured analyses guide models to infer control flow, component dependencies, and delivery states, and to assess how key logic or code changes affect delivery behavior. It is suitable for supervised fine-tuning and evaluation of code reasoning and dependency understanding for notification systems.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| source_code | string | A source code example related to notification delivery, retries, fallback channels, idempotency, or state transitions. |
| state_transitions | array | Lists state changes in the notification delivery process that can be inferred from the code and the conditions that trigger them. |
| idempotency_analysis | string | Explains how the code prevents duplicate delivery caused by retries or repeated requests, including relevant idempotency keys or state checks; explicitly notes when these mechanisms are not present. |
| control_flow_analysis | object | Infers the main control flow and branch conditions in the notification delivery process from the source code. |
| component_dependencies | array | Identifies the components involved in notification delivery and the dependencies among them. |
| delivery_behavior_impact | string | Analyzes how code changes or key logic affect success rates, duplicate delivery, latency, channel selection, and final delivery outcomes, citing the basis for each inference. |
| retry_and_fallback_analysis | object | Analyzes retry strategies and fallback channel behavior after notification delivery failures. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |