AskUI provides powerful reporting and logging capabilities to help you monitor and debug your automation workflows. This guide covers how to use these features effectively. For detailed API documentation on reporting capabilities, see the Reporting API Reference.

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Logging

Enable detailed logging to better understand what your agent is doing during execution. This is particularly useful for debugging and monitoring automation workflows.

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Basic Logging

import logging
from askui import VisionAgent

# Set log level to DEBUG for detailed output
with VisionAgent(log_level=logging.DEBUG) as agent:
    agent.click("Login button")
    agent.type("myuser@example.com")
The DEBUG log level will show you:
  • Detailed information about each action
  • Element detection results
  • Screen capture details
  • Any errors or warnings

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Reporting

AskUI’s reporting system allows you to generate detailed reports of your agent’s actions. This is useful for:
  • Debugging automation workflows
  • Documenting test runs
  • Sharing results with team members
  • Analyzing automation performance

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Using the Simple HTML Reporter

from askui import VisionAgent
from askui.reporting import SimpleHtmlReporter

with VisionAgent(reporters=[SimpleHtmlReporter()]) as agent:
    agent.click("Login button")
    agent.type("myuser@example.com")
The SimpleHtmlReporter generates an HTML report containing:
  • Screenshots of each action
  • Timestamps
  • Action details
  • Success/failure status

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Creating Custom Reporters

You can create custom reporters by implementing the Reporter interface: 
from typing import Optional, Union
from typing_extensions import override
from askui.reporting import Reporter
from PIL import Image

class CustomReporter(Reporter):
    @override
    def add_message(
        self,
        role: str,
        content: Union[str, dict, list],
        image: Optional[Image.Image | list[Image.Image]] = None,
    ) -> None:
        # Add your custom message handling logic here
        pass

    @override
    def generate(self) -> None:
        # Add your custom report generation logic here
        pass

# Use your custom reporter
with VisionAgent(reporters=[CustomReporter()]) as agent:
    agent.click("Login button")

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Using Multiple Reporters

You can use multiple reporters simultaneously. Their methods will be called in the order they are listed: 
from askui import VisionAgent
from askui.reporting import SimpleHtmlReporter

with VisionAgent(reporters=[
    SimpleHtmlReporter(),  # First reporter
    CustomReporter()       # Second reporter
]) as agent:
    agent.click("Login button")

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Best Practices

  1. Logging Levels
    • Use DEBUG for development and troubleshooting
    • Use INFO for normal operation
    • Use WARNING for potential issues
    • Use ERROR for critical problems
  2. Reporting
    • Generate reports for important test runs
    • Include relevant screenshots
    • Document any failures or issues
    • Share reports with team members
  3. Custom Reporters
    • Implement specific reporting needs
    • Add custom metrics or analytics
    • Integrate with your existing tools
    • Format reports for your team’s needs
By implementing these logging and reporting features, you’ll have better visibility into your automation workflows and be able to debug issues more effectively.