RuntimeError: ['laptop14', 'restaurant14', 'restaurant16'] is not an integrated dataset, and it is not a path containing datasets!

[kunalverma75]

Running the PyABSA/examples/aspect_polarity_classification/train_apc.py on Google colab

Error on running: ------------

laptop14 dataset is not found locally, search at https://github.com/yangheng95/ABSADatasets restaurant14 dataset is not found locally, search at https://github.com/yangheng95/ABSADatasets restaurant16 dataset is not found locally, search at https://github.com/yangheng95/ABSADatasets Traceback (most recent call last): File "/content/PyABSA/examples/aspect_polarity_classification/train_apc.py", line 35, in auto_device=True # automatic choose CUDA or CPU File "/usr/local/lib/python3.7/dist-packages/pyabsa/functional/trainer/trainer.py", line 80, in init self.dataset_file = detect_dataset(dataset, task=self.task) File "/usr/local/lib/python3.7/dist-packages/pyabsa/utils/dataset_utils.py", line 68, in detect_dataset raise RuntimeError('{} is not an integrated dataset, and it is not a path containing datasets!'.format(dataset_path)) RuntimeError: ['laptop14', 'restaurant14', 'restaurant16'] is not an integrated dataset, and it is not a path containing datasets!

[yangheng95]

Did the code download the datasets? i.e., does there exist the datasets cloned from https://github.com/yangheng95/ABSADatasets ? And when you run the example make sure the "dataset" dir name is not occupied in the current working path, which will prevent the downloading of the datasets.

To avoid some potential problem, please update the new version of related package if avaliable, using

pip install -U pyabsa

[kunalverma75]

What is the path I should look if the code downloaded the dataset or not. I used pip install -U pyabsa on colab itself I'll try locally if this works or not

[yangheng95]

That is the path where your training script is.

---Original--- From: @.> Date: Sat, Aug 21, 2021 20:16 PM To: @.>; Cc: @.**@.>; Subject: Re: [yangheng95/PyABSA] RuntimeError: ['laptop14', 'restaurant14', 'restaurant16'] is not an integrated dataset, and it is not a path containing datasets! (#62)

What is the path I should look if the code downloaded the dataset or not.

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[kunalverma75]

This is the list of files where I am running the code. Should the dataset be downloaded here through the script or am I missing something? Sorry for the spam.

[yangheng95]

Yes, the datasets should be downloaded automaticly in this folder. However, you can download the datasets manually here.

i.e., clone https://github.com/yangheng95/ABSADatasets into here

[XuMayi]

Hello, the possible cause of your problem is that there was a problem when downloading the dataset. You can restart the colab, and the environment of the colab will be reseted. Then you can reinstall the PyABSA by pip install -U pyabsa. When you train the models in PyABSA, our code will automatically download the dataset. Please ensure your dataset name as follow:

SemEval

Laptop14 = 'Laptop14'
Restaurant14 = 'Restaurant14'
Restaurant15 = 'Restaurant15'
Restaurant16 = 'Restaurant16'

# Twitter
ACL_Twitter = 'Twitter'

# Chinese
Phone = 'Phone'
Car = 'Car'
Notebook = 'Notebook'
Camera = 'Camera'
MAMS = 'MAMS'

# @R Mukherjee et al.
Television = 'Television'
TShirt = 'TShirt'

# assembled dataset_utils
Chinese = ['Chinese']
SemEval = ['laptop14', 'restaurant14', 'restaurant16']  
Restaurant = ['restaurant14', 'restaurant16']
Multilingual = 'Multilingual'

[XuMayi]

Attention please, You don't need to upload the pyabsa source code to Colab, only install the pyabsa by pip install -U pyabsa and use the scrip in examples.

[XuMayi]

Do not connect Colab to Google Drive, this may cause some problems.

[kunalverma75]

Yes Dismounting the Google Drive Solved the problem. Datasets are now being downloaded correctly.