load_dataset ignoring features
{'login': 'GuillemGSubies', 'id': 37592763, 'node_id': 'MDQ6VXNlcjM3NTkyNzYz', 'avatar_url': 'https://avatars.githubusercontent.com/u/37592763?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/GuillemGSubies', 'html_url': 'https://github.com/GuillemGSubies', 'followers_url': 'https://api.github.com/users/GuillemGSubies/followers', 'following_url': 'https://api.github.com/users/GuillemGSubies/following{/other_user}', 'gists_url': 'https://api.github.com/users/GuillemGSubies/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/GuillemGSubies/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/GuillemGSubies/subscriptions', 'organizations_url': 'https://api.github.com/users/GuillemGSubies/orgs', 'repos_url': 'https://api.github.com/users/GuillemGSubies/repos', 'events_url': 'https://api.github.com/users/GuillemGSubies/events{/privacy}', 'received_events_url': 'https://api.github.com/users/GuillemGSubies/received_events', 'type': 'User', 'site_admin': False}
[{'id': 1935892857, 'node_id': 'MDU6TGFiZWwxOTM1ODkyODU3', 'url': 'https://api.github.com/repos/huggingface/datasets/labels/bug', 'name': 'bug', 'color': 'd73a4a', 'default': True, 'description': "Something isn't working"}]
{'login': 'lhoestq', 'id': 42851186, 'node_id': 'MDQ6VXNlcjQyODUxMTg2', 'avatar_url': 'https://avatars.githubusercontent.com/u/42851186?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/lhoestq', 'html_url': 'https://github.com/lhoestq', 'followers_url': 'https://api.github.com/users/lhoestq/followers', 'following_url': 'https://api.github.com/users/lhoestq/following{/other_user}', 'gists_url': 'https://api.github.com/users/lhoestq/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/lhoestq/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/lhoestq/subscriptions', 'organizations_url': 'https://api.github.com/users/lhoestq/orgs', 'repos_url': 'https://api.github.com/users/lhoestq/repos', 'events_url': 'https://api.github.com/users/lhoestq/events{/privacy}', 'received_events_url': 'https://api.github.com/users/lhoestq/received_events', 'type': 'User', 'site_admin': False}
[{'login': 'lhoestq', 'id': 42851186, 'node_id': 'MDQ6VXNlcjQyODUxMTg2', 'avatar_url': 'https://avatars.githubusercontent.com/u/42851186?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/lhoestq', 'html_url': 'https://github.com/lhoestq', 'followers_url': 'https://api.github.com/users/lhoestq/followers', 'following_url': 'https://api.github.com/users/lhoestq/following{/other_user}', 'gists_url': 'https://api.github.com/users/lhoestq/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/lhoestq/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/lhoestq/subscriptions', 'organizations_url': 'https://api.github.com/users/lhoestq/orgs', 'repos_url': 'https://api.github.com/users/lhoestq/repos', 'events_url': 'https://api.github.com/users/lhoestq/events{/privacy}', 'received_events_url': 'https://api.github.com/users/lhoestq/received_events', 'type': 'User', 'site_admin': False}]
Hi ! Thanks for reporting. I opened a PR to fix this issue: #2201 Nice question which helped me a lot! I have wasted a lot of time to the `DatasetDict` creation from a csv file. Hope the document of this module add some simple examples. Hi :) We're indeed working on tutorials that we will add to the docs !
First of all, I'm sorry if it is a repeated issue or the changes are already in master, I searched and I didn't find anything. 

I'm using datasets 1.5.0

![image](https://user-images.githubusercontent.com/37592763/113114369-8f376580-920b-11eb-900d-94365b59f04b.png)

As you can see, when I load the dataset, the ClassLabels are ignored, I have to cast the dataset in order to make it work.

Code to reproduce:

```python
import datasets
data_location = "/data/prueba_multiclase"
features = datasets.Features(
        {"texto": datasets.Value("string"), "label": datasets.features.ClassLabel(names=["false", "true"])}
    )
dataset = datasets.load_dataset(
        "csv", data_files=data_location, delimiter="\t", features=features
    )
```

Dataset I used:


[prueba_multiclase.zip](https://github.com/huggingface/datasets/files/6235022/prueba_multiclase.zip) (it has to be unzipped)


Thank you! ❤️ 

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