Linux command
dvc-dag 命令
文本
复制后可按需替换文件名、目录或参数。
常用示例
Show pipeline DAG
dvc dag
Output as dot format
dvc dag --dot
Show specific stage
dvc dag [stage_name]
Show full graph
dvc dag --full
说明
dvc dag generates a visual representation of your DVC pipeline's structure as a directed acyclic graph (DAG). It shows how pipeline stages depend on each other and the flow of data through your machine learning workflow. Each node in the graph represents a pipeline stage (data processing, training, evaluation, etc.), and edges show dependencies between stages. This visualization helps understand pipeline structure, identify bottlenecks, and debug execution order issues. The default output is ASCII art suitable for terminal viewing. The --dot option exports to Graphviz DOT format, which can be rendered to images using tools like Graphviz or online viewers. This is useful for documentation and sharing pipeline architecture with team members.
参数
- --dot
- Output in Graphviz DOT format.
- --full
- Show full graph including deps.
- -o, --out _file_
- Output to file.
FAQ
What is the dvc-dag command used for?
dvc dag generates a visual representation of your DVC pipeline's structure as a directed acyclic graph (DAG). It shows how pipeline stages depend on each other and the flow of data through your machine learning workflow. Each node in the graph represents a pipeline stage (data processing, training, evaluation, etc.), and edges show dependencies between stages. This visualization helps understand pipeline structure, identify bottlenecks, and debug execution order issues. The default output is ASCII art suitable for terminal viewing. The --dot option exports to Graphviz DOT format, which can be rendered to images using tools like Graphviz or online viewers. This is useful for documentation and sharing pipeline architecture with team members.
How do I run a basic dvc-dag example?
Run `dvc dag` in a terminal, then adjust file names, paths, flags, or remote targets for your system.
What does --dot do in dvc-dag?
Output in Graphviz DOT format.