SysLink Overview

SysLink是一款运行时软件及配套移植工具包,旨在简化包含通用处理器(GPP)或DSP通信的嵌入式应用程序开发。它提供软件连接性,支持多个处理器间的通信。SysLink为框架和应用提供了多种服务,包括处理器管理、通信实用程序模块等。与DSPLink相比,SysLink针对多核设备提供了更灵活的通信解决方案。

What is SysLink?(来自http://processors.wiki.ti.com/index.php/SysLink_Overview)

SysLink is runtime software and an associated porting kit that simplifies the development of embedded applications in which either General-Purpose microprocessors (GPP) or DSPs communicate with each other. The SysLink product provides software connectivity between multiple processors. Each processor may run either an HLOS such as Linux, QNX, etc. or an RTOS such as SYS/BIOS. In addition, a processor may also be designated as the master for another slave processor, and may be responsible for controlling the slave processor's execution (including boot-loading the slave).

The SysLink product provides the following services to frameworks and applications:

  • Processor Manager
  • Inter-Processor Communication
  • Utility modules

SYS/BIOS operating system is expected to be running on the slaves with all of these platforms.

Target configurations: SysLink provides reusable & portable modules for:

  • Intra-Processor
  • Inter-Processor
  • Processor may be GPP or DSP, running HLOS or SYS/BIOS
  • Examples:
    • OMAP3530, TI81xx

How is SysLink different from DSPLink

SysLink is the next generation of DSPLink. New multi-core device architectures such as TI81XX are complex with one master core running HLOS and 3+ cores running SYS/BIOS. They require:

  • All to all IPC communication
  • Processor Manager master for a slave core may be on any other core in the device, and may not always be on the host processor.
  • It should be possible to communicate between two cores running SYS/BIOS in exactly the same way as the communication would happen between cores running two different OSes.
  • Only some basic IPCs may be required between a pair of cores, while others may need more complex IPCs. It should be possible to pick and choose which IPC is required without pulling in the full software

The above requirements inherently make usage of DSPLink for such devices impossible, since the DSPLink architecture does not support all of the above requirements.

Services provided by SysLink

Depending on the supported platform, OS and SysLink version, SysLink provides a subset of the following services to its clients:

  • ProcMgr: Basic slave processor control
    • Host process attaches to the slave processor: Sets up the system to allow access to slave resources from the host process
    • Host loads the slave with slave executable present in host file system
    • Host starts the slave
    • Host stops the slave execution
    • Host unloads the slave
    • Host process detaches from the slave
  • Inter-Processor Communication protocols
    • Complete protocols for different types of data transfer between the processors
    • Each protocol meets a different data transfer need
      • MessageQ: Message Queue (Recommended)
      • RingIO: Circular ring buffer based data streaming
      • FrameQ: Connecting component designed to carry video frames from one processing component in the system to another. (Discouraged for new development)
  • Inter-Processor Communication building blocks
    • Low-level building blocks used by the protocols
    • Each building block is also exposed as APIs to allow framework writers to define their own application-specific protocols
      • Notify: Interrupt abstraction and de-multiplexing for notification of user events
      • Multi-processor heaps: Memory managers that can be used from any processor in the device
        • HeapMemMP: Variable sized memory allocator
        • HeapBufMP: Fixed size buffers memory allocator
      • Multi-processor gates (GateMP): Multi-processor critical section for mutually exclusive access to shared objects
        • GatePeterson: Peterson's algortithm based software multi-processor critical section lock. Can only be used for protection between two processors.
        • GateHWSpinlock: Abstracts the hardware spinlocks available on device (such as TI81XX) into the GateMP module. Can be used for protection from any processors in the device.
      • ListMP: Multi-processor doubly linked circular list
      • ProcMgr_read/ProcMgr_write: Read from or write to slave memory

Why use SysLink?

SysLink provides several features and capabilities that make it easier and more convenient for developers using a multi-core system:

  • Provides a generic API interface to applications
  • Hides platform/hardware specific details from applications
  • Hides operating system specific details from applications, otherwise needed for talking to the hardware (e.g. interrupt services)
  • Applications written on SysLink for one platform can directly work on other platforms/OS combinations requiring no or minor changes in application code
  • Makes applications portable
  • Allows flexibility to applications of choosing and using the most appropriate high/low level protocol

Migration between DSPLink and SysLink

Migration Guide is provided for detailed migration information between DSPLink and SysLink.

Other useful links

# 函数概述 `subset()` 是 R 中一个通用函数,用于从数据框、矩阵或特定对象(如 Seurat 对象)中提取满足条件的行、列或特征。在单细胞分析中,它常用于从 `Seurat` 对象中提取特定基因或细胞。 --- # 函数解析 ### 基本语法(适用于不同对象类型) ```r subset(x, subset, features, cells, ...) ``` | 参数 | 说明 | |------|------| | `x` | 待操作的对象(如 Seurat 对象) | | `subset` | 逻辑表达式,用于筛选细胞(如 `seurat_annotations == "T_cell"`) | | `features` | 字符向量,指定要保留的基因名 | | `cells` | 字符向量,指定要保留的细胞 ID | --- ### 示例 1:从 Seurat 对象中按基因筛选(分离人类基因) ```r # 假设 human_genes_list 是一个包含人类基因符号的向量 MSc_cells_human <- subset(MSc_cells, features = human_genes_list) ``` > ✅ 功能:仅保留 `human_genes_list` 中列出的基因 --- ### 示例 2:按细胞类型筛选 ```r # 提取注释为 "CD8_T" 的细胞 cd8_t_cells <- subset(MSc_cells, idents = "CD8_T") ``` 或使用逻辑条件: ```r cd8_t_cells <- subset(MSc_cells, subset = seurat_annotations == "CD8_T") ``` --- ### 示例 3:组合筛选(基因 + 细胞) ```r # 同时限制基因和细胞 selected_genes <- c("IFNG", "TNF", "IL2") selected_cells <- colnames(MSc_cells)[[1]] # 示例:前100个细胞 subset_obj <- subset(MSc_cells, features = selected_genes, cells = selected_cells) ``` --- # 注意事项与常见错误 - ❌ 不允许重复的基因名 → 否则报错:`invalid rownames`; - ✅ 使用 `unique()` 或 `!duplicated()` 清理基因名后再 `subset`; - 🔍 确保 `features` 中的基因名**完全匹配**且存在于原对象中; - ⚠️ 若 `features` 中有不存在的基因,Seurat 会自动忽略并警告,但若全不存在则返回空对象。 --- # 知识点(列出该函数中遇到的知识点) 1. **特征匹配机制** `features` 参数通过精确字符串匹配查找基因名,区分大小写。 2. **Seurat 对象安全性检查** 子集后自动验证对象结构,要求无重复行名、维度一致。 3. **通用函数多态性** `subset()` 可作用于 data.frame、matrix 和 Seurat 等多种类型,行为依对象而异。
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