ray/doc/tasks.md

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2016-10-04 12:11:52 -07:00
# Task specifications, task instances and task logs
A *task specification* contains all information that is needed for computing
the results of a task:
- The function ID of the function that executes the task
- The arguments (either object IDs for pass by reference
or values for pass by value)
- The IDs of the result objects
From these, a task ID can be computed which is also stored in the task
specification.
A *task instance* represents one execution of a task specification.
It consists of:
- A scheduling state (WAITING, SCHEDULED, RUNNING, DONE)
- The target node where the task is scheduled or executed
- A unique task instance ID that identifies the particular execution
of the task.
The task data structures are defined in `common/task.h`.
The *task log* is a mapping from the task instance ID to a sequence of
updates to the status of the task instance. It is updated by various parts
of the system:
1. The local scheduler writes it with status WAITING when submits a task to the global scheduler
2. The global scheduler appends an update WAITING -> SCHEDULED together with the node ID when assigning the task to a local scheduler
3. The local scheduler appends an update SCHEDULED -> RUNNING when it assigns a task to a worker
4. The local scheduler appends an update RUNNING -> DONE when the task finishes execution
The task log is defined in `common/state/task_log.h`.