odgi
泛基因组图的优化工具包，提供图的压缩存储、遍历、去环化、分块和可视化 功能。该方法支持对大规模泛基因组图进行高效操作和分析。
| Property | Value |
|---|---|
| Purpose | 泛基因组图的存储、操作和可视化 |
| Time Complexity | O(n) |
| Space Complexity | O(n) |
| Year | 2020 |
| Difficulty | Intermediate |
| Languages | C++ |
| Category | Graph Genomics |
Complexity Analysis
- Time Complexity:
O(n) - Space Complexity:
O(n)
Performance Insight: The time complexity of this algorithm is linear (O(n)), scales linearly to TB-scale data and is suitable for streaming pipelines. Linear space can often be reduced by constant factors via sliding-window techniques.
Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.
Literature & Implementation
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PGGB · VG · seqwish