mirror of
https://github.com/clearml/clearml-docs
synced 2025-01-31 22:48:40 +00:00
42 lines
2.3 KiB
Markdown
42 lines
2.3 KiB
Markdown
---
|
|
title: ClearML Task
|
|
---
|
|
|
|
ClearML Task is ClearML's Zero Code Integration Module. Using only the command line and **zero** additional lines of code,
|
|
you can easily track your work and integrate ClearML with your existing code.
|
|
|
|
`clearml-task` automatically integrates ClearML into any script or **any** python repository. `clearml-task` has the option
|
|
to send the Task to a queue, where a **ClearML Agent** listening to the queue will fetch the Task it and executes it on a
|
|
remote or local machine. It's even possible to provide command line arguments and provide Python module dependencies and requirements.txt file!
|
|
|
|
## How Does ClearML Task Work?
|
|
|
|
1. Execute `clearml-task`, pointing it to your script or repository, and optionally an execution queue.
|
|
1. `clearml-task` does its magic! It creates a new experiment on the [ClearML Server](../deploying_clearml/clearml_server.md),
|
|
and, if a queue was specified, it sends the experiment to the queue to be fetched and executed by a **ClearML Agent**.
|
|
1. The command line will provide you with a link to your Task's page in the ClearML web UI,
|
|
where you will be able to view the Task's details.
|
|
|
|
## Features and Options
|
|
### Docker
|
|
Specify a docker container to run the code in by with the `--docker <docker_image>` flag.
|
|
The ClearML Agent will pull it from dockerhub or a docker artifactory automatically.
|
|
|
|
### Package Dependencies
|
|
If the local script requires packages to be installed installed or the remote repository doesn't have a requirements.txt file,
|
|
specify manually the required python packages using<br/>
|
|
`--packages "<package_name>"`, for example `--packages "keras" "tensorflow>2.2"`.
|
|
|
|
### Queue
|
|
Tasks are passed to ClearML Agents via [Queues](../fundamentals/agents_and_queues.md). Specify a queue to enqueue the Task to.
|
|
If a queue isn't chosen in the `clearml-task` command, the Task will not be executed; it will be left in draft mode,
|
|
and can be enqueued at a later point.
|
|
|
|
### Branch and Working Directory
|
|
A specific branch and commit ID, other than latest commit in master, to be executed can be specified by passing
|
|
`--branch <branch_name> --commit <commit_id>` flags.
|
|
If unspecified, `clearml-task` will use the latest commit from the master branch.
|
|
|
|
Learn how to use the `clearml-task` feature [here](../guides/clearml-task/clearml_task_tutorial.md).
|
|
|