Cache Shard Routing Dependency Reasoning Dataset

#code understanding #dependency tracing #logical reasoning #distributed cache management #cache request routing #source code analysis

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset focuses on source code for distributed cache routing, including hash sharding, slot mapping, node selection, redirection, and shard migration, paired with structured reasoning annotations. Examples identify routing data structures, execution control flow, and dependencies among variables, functions, and branches, then analyze request routes and the effects of node or mapping changes. It supports training and evaluation of code understanding, dependency tracing, and change-impact reasoning for cache routing.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
source_code	string	Source code containing logic for hash sharding, slot mapping, node selection, redirection, or shard migration.
control_flow	array	Steps in execution order, from processing the request key through node selection and any redirection or migration handling.
change_impact	array	Inferred effects of changes to nodes, slot mappings, or migration state on request paths and routing outcomes.
evidence_spans	array	Source code locations that support identification of routing data structures, control flow explanations, and impact inferences.
route_decision	object	The inferred route for a single request, from its key to the final node, based on the source code.
dependency_graph	array	Dependencies among variables, functions, data structures, and control branches involved in routing decisions.
inference_summary	string	An overall summary of routing dependencies, request paths, and the effects of node or mapping changes.
routing_data_structures	object	Routing-related data structures identified and summarized from the source code.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
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

Frequently Asked Questions

What does the dataset contain?: Examples include source code for cache shard routing and structured annotations for routing data structures, control flow, dependencies, individual request outcomes, change impacts, and supporting code evidence.

Which capabilities can it support?: It can support training or evaluation for code understanding, variable and function dependency tracing, routing control flow analysis, and inference about request paths after changes to nodes, slot mappings, or migration states.

Is the dataset limited to a particular programming language or cache product?: The title and field definitions do not specify a programming language or cache product. Before use, check the delivered examples for their languages, coding styles, routing implementations, and coverage to confirm they match your target system.

How can I obtain the dataset, and what are the licensing terms?: Access methods, file formats, and licensing terms should be confirmed on the dataset product page or in the delivery agreement. Review the applicable terms before training, evaluation, or redistribution, and comply with any licenses that apply to code in the samples.

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Cite this Work

@dataset{Mobiusi2026,
  title={Cache Shard Routing Dependency Reasoning Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/69a48ba5ca21993b40324debf34d9692?dataset_scene_id=19},
  urldate={2026-10-14},
  keywords={cache routing dataset,distributed cache code reasoning,hash sharding analysis,slot mapping,node selection logic,code dependency analysis,routing control flow,shard migration analysis},
  version={1.0}
}

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