I am doing:try: score = get_score_for_task(subtask) except: score = pd.NA finally: df_scores = df_scores.append(dict(task=subtask.id, score=score, ignore_index=True) task.upload_artifact("metric_summary", df_scores)
So I want to be able to visualise it quickly as a table in the UI and be able to download it as a dataframe, which of report_media or artifact is better?
mmmh there is no closing of the task happening at that point. Note that just before the task.upload_artifact, I call task.logger.report_table("Metric summary", "Metric summary", 0, df_scores) , if that matters
It seems to follow a structure specific to clearml,
Actually plotly.js 🙂
how can I for example convert it back to a pandas dataframe?
You can always report csv file with report_media as well, or if this is not for debugging maybe an artifact ?
Are you trying to upload an artifact post execution ?
ValueError('Task object can only be updated if created or in_progress')
It seems the task is not "running" hence the error, could that be
I am trying to upload an artifact during the execution
Ok, I got the following error when uploading the table as an artifact:ValueError('Task object can only be updated if created or in_progress')