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34 lines
1.6 KiB
Markdown
34 lines
1.6 KiB
Markdown
---
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title: Building Bots
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---
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ClearML can be used to build bots that monitor tasks and send notifications based on specific events or conditions.
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The base [`Monitor`](https://github.com/clearml/clearml/blob/master/clearml/automation/monitor.py) class provides
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the functionalities for implementing custom task monitoring logic.
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The `Monitor` class can be extended to introduce custom bot logic. Developers can inherit from this class and override
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methods to introduce custom bot logic. For example, by overriding the `process_task` method, you
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can:
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* Send notifications via Slack or other channels
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* Log task statuses to a database
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* Trigger automated responses when a task reaches a specific status
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This is useful for:
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* Real-Time Task Monitoring: Automate the tracking of task statuses
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* Custom Notification Logic: Implement specific filtering criteria based on task names, task projects, or other
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criteria to receive relevant alerts.
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## SlackBot for ClearML Task Monitoring
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ClearML provides an example Slack bot built using [`clearml.automation.Monitor`](https://github.com/clearml/clearml/blob/master/clearml/automation/monitor.py). The bot does the following:
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* Monitors task status (completion, failure, etc.).
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* Sends notifications to a specified Slack channel.
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* Retrieves task details such as status, console logs, and links to the ClearML Web UI.
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You can configure filters for task types and projects to reduce unnecessary notifications.
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For a full example and detailed setup, see the [Slack Alerts Example](../guides/services/slack_alerts.md).
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