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https://github.com/clearml/clearml
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Fix taking artifacts from non-completed tasks might fail
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@ -7,6 +7,7 @@ from PIL import Image
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from clearml import Task
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def main():
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# Connecting ClearML with the current process,
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# from here on everything is logged automatically
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task = Task.init(project_name='examples', task_name='Artifacts example')
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@ -49,3 +50,7 @@ print(df)
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# we are done
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print('Done')
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if __name__ == '__main__':
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main()
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@ -8,7 +8,11 @@ from clearml import Task
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def main():
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# Getting the task we want to get the artifacts from
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artifacts_task = Task.get_task(project_name='examples', task_name='Artifacts example')
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artifacts_task = Task.get_task(
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project_name='examples',
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task_name='Artifacts example',
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task_filter={'status': ['completed']}
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)
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# getting the numpy object back
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numpy_artifact = artifacts_task.artifacts['Numpy Eye'].get()
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@ -5,7 +5,6 @@ Upload artifacts from a Task, and then a different Task can access and utilize t
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from clearml import Task
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from time import sleep
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task1 = Task.init(project_name='examples', task_name='Create artifact')
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# upload data file to the initialized task, inputting a name and file location
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task1.upload_artifact(name='data file', artifact_object='data_samples/sample.json')
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@ -15,7 +14,8 @@ task1.close()
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# initialize another task to use some other task's artifacts
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task2 = Task.init(project_name='examples', task_name='Use artifact from other task')
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# get instance of Task that created artifact (task1), using Task's project and name. You could also use its ID number.
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preprocess_task = Task.get_task(project_name='examples', task_name='Create artifact')
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preprocess_task = Task.get_task(project_name='examples', task_name='Create artifact',
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task_filter={'status': ['completed']})
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# access artifact from task1, using the artifact's name
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# get_local_copy() caches the files for later use and returns a path to the cached file
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local_json = preprocess_task.artifacts['data file'].get_local_copy()
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