New RunLLM response generated: >>>*# Question* Question with Flyte Agent: Say a FileSensor Flyte Agent detects a certain file, can we then based on the file trigger different workflows / tasks within the Flyte cluster? # Answer Yes, you can use a FileSensor Flyte Agent to detect a file and then trigger different workflows or tasks based on the file detected. This can be achieved by defining conditional logic within the workflow to determine which tasks or workflows to trigger based on the file's properties or contents. For example, you can use the

FileSensor

to detect a file and then use conditional statements within a Flyte workflow to decide which subsequent tasks or workflows to execute. Here's a basic example:

from flytekit import task, workflow
from flytekit.sensor.file_sensor import FileSensor

# Define tasks
@task
def task_a():
    print("Task A executed")

@task
def task_b():
    print("Task B executed")

# Define the workflow
@workflow
def my_workflow(file_path: str):
    sensor = FileSensor(name="test_file_sensor")
    detected_file = sensor(path=file_path)
    
    if "condition_a" in detected_file:
        task_a()
    else:
        task_b()

if __name__ == "__main__":
    my_workflow(file_path="s3://my-s3-bucket/file.txt")

In this example, the

FileSensor

detects a file, and based on the file's properties (e.g., its name or contents), it conditionally triggers either

task_a

or

task_b

. Would you like more details on how to implement this or any specific part of the process? Sources: - File Sensor Example - File Sensor Example Code Slack Link https://flyte-org.slack.com/archives/CP2HDHKE1/p1723842894.500979 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.