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Hi Clearmlers, I'M Trying To Create A Dataset With Tagged Batches Of Data. I Firstly Create An Empty Dataset With Dataset_Name = 'Name_Dataset', And Then Create A Another Tagged Dataset With The First Batch And With Parent_Datasets=['Name_Dataset']. It'S

Hi CLEARMLers, I'm trying to create a dataset with tagged batches of data. I firstly create an empty dataset with dataset_name = 'name_dataset', and then create a another tagged dataset with the first batch and with parent_datasets=['name_dataset']. It's not working for me that way, any suggestion? Can anybody send to me an example?

Posted 2 months ago
Votes Newest

Answers 9

batches = [batch_1, batch_2, batch_3]

if name == 'main':
print("Create the dataset in ClearML")
dataset = Dataset.create(dataset_name="general_ner_es",
output_uri=' None ')

for batch in batches:

    df = pandasDF_from_annotations(bucket_name, batch_1)
     [df.to](http://df.to) _pickle('df.pkl')
    print("Add files to the dataset from " + str(batch))
    dataset = Dataset.create(dataset_name="general_ner_es",
                    output_uri=' [None](s3://es-ehrd-production-s3-ml-development/clearml/datasets/labelstudio/general_ner_es) ',
                    dataset_tags = [str(batch)],
Posted 2 months ago

Can you add a code snippet that reproduces this for you please?

Posted 2 months ago

Please add it as a code snippet.

Posted 2 months ago

Hi @<1668427950573228032:profile|TeenyShells80> , the parent_datasets should be a list of dataset IDs or clearml.Dataset objects, not dataset names. Maybe that is the issue

Posted 2 months ago

Traceback (most recent call last):
File "/root/ehread-playgrounds/bbiescas/NER-ES/clearml_pipelines/./step_1_clearml_dataset.py", line 38, in <module>
dataset = Dataset.create(dataset_name="general_ner_es",
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/datasets/dataset.py", line 1248, in create
parent_datasets = [cls.get(dataset_id=p) if not isinstance(p, Dataset) else p for p in (parent_datasets or [])]
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/datasets/dataset.py", line 1248, in <listcomp>
parent_datasets = [cls.get(dataset_id=p) if not isinstance(p, Dataset) else p for p in (parent_datasets or [])]
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/datasets/dataset.py", line 1779, in get
instance = get_instance(dataset_id)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/datasets/dataset.py", line 1678, in get_instance
task = Task.get_task(task_id=dataset_id_)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/task.py", line 989, in get_task
return cls.__get_task(
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/task.py", line 4331, in __get_task
return cls(private=cls.__create_protection, task_id=task_id, log_to_backend=False)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/task.py", line 209, in init
super(Task, self).init(**kwargs)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/backend_interface/task/task.py", line 161, in init
super(Task, self).init(id=task_id, session=session, log=log)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/backend_interface/base.py", line 152, in init
self.id = self.normalize_id(id)
File "/root/.clearml/venvs-builds/3.10/lib/python3.10/site-packages/clearml/backend_interface/base.py", line 187, in normalize_id
return id.strip() if id else None
AttributeError: 'list' object has no attribute 'strip'

Posted 2 months ago

Hi @<1668427950573228032:profile|TeenyShells80> , can you please elaborate on the process? Exactly what steps you took, what CLI commands. Also what is happening when you say it's not working? Are there console logs? Please add some information 🙂

Posted 2 months ago

I'm working in an interactive session

Posted 2 months ago

this is the error I get

Posted 2 months ago

thanks a lot Eugen, that was the issue

Posted 2 months ago
9 Answers
2 months ago
2 months ago
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