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"TypeError: list_() takes exactly one argument (2 given)"
gist can be found here
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```
import nlp
dataset = nlp.load_dataset('wmt14')
print(dataset['train'][0])
```
```
Traceback (most recent call last):
File "/home/tom/.local/lib/python3.6/site-packages/IPython/core/interactiveshell.py", line 3326, in run_code
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this PR adds the WNUT 17 dataset to `nlp`.
> Emerging and Rare entity recognition
> This shared task focuses on identifying unusual, previously-unseen entities in the context of emerging discussions. Named entities form the basis of many modern approaches to other tasks (like event clustering and summa... | value:https://api.github.com/repos/huggingface/datasets/issues/150/comments | value:MDExOlB1bGxSZXF1ZXN0NDE5MTgyODU4 | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/150", "html_url": "https://github.com/huggingface/datasets/pull/150", "diff_url": "https://github.com/huggingface/datasets/pull/150.diff", "patch_url": "https://github.com/huggingface/datasets/pull/150.patch", "merged_at": "2020-05-26T20:37:59Z"} | value:2020-05-26T20:37:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/150/labels{/name} | value:150 | json:{"login": "stefan-it", "id": 20651387, "node_id": "MDQ6VXNlcjIwNjUxMzg3", "avatar_url": "https://avatars.githubusercontent.com/u/20651387?v=4", "gravatar_id": "", "url": "https://api.github.com/users/stefan-it", "html_url": "https://github.com/stefan-it", "followers_url": "https://api.github.com/users/stefan-it/fo... | value:False | true | |||||||||
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In Colab,
```
%pip install -q nlp
%pip install -q apache_beam mwparserfromhell
dataset = nlp.load_dataset('wikipedia')
```
get
```
Downloading and preparing dataset wikipedia/20200501.aa (download: Unknown size, generated: Unknown size, total: Unknown size) to /root/.cache/huggingface/data... | value:https://api.github.com/repos/huggingface/datasets/issues/148/comments | value:MDU6SXNzdWU2MTk1OTA1NTU= | value:closed | value:2 | value:2020-05-18T07:38:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/148/labels{/name} | value:148 | json:{"login": "richarddwang", "id": 17963619, "node_id": "MDQ6VXNlcjE3OTYzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/17963619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/richarddwang", "html_url": "https://github.com/richarddwang", "followers_url": "https://api.github.com/users/ric... | true | ||||||||
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```python
data = nlp.load_dataset('imdb', cache_dir=data_cache)
f_half, s_half = train_test_split(data['train'], test_size=0.5, random_state... | value:https://api.github.com/repos/huggingface/datasets/issues/147/comments | value:MDU6SXNzdWU2MTk1ODE5MDc= | value:closed | value:2 | value:2020-06-18T16:23:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/147/labels{/name} | value:147 | json:{"login": "ClonedOne", "id": 6853743, "node_id": "MDQ6VXNlcjY4NTM3NDM=", "avatar_url": "https://avatars.githubusercontent.com/u/6853743?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ClonedOne", "html_url": "https://github.com/ClonedOne", "followers_url": "https://api.github.com/users/ClonedOne/foll... | true | ||||||||
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Here is an example of how to use it.
```sh
import nlp
bertscore = nlp.load_metric('metrics/bertscore') # or simply nlp.load_metric('bertscore') after this is added to huggingface's s3 bucket
predictions = ['example', 'fruit']
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This PR changes to logic to the following:
1) All datasets that are present in `nlp/datasets` are tested only locally. This way when one adds a canoni... | value:https://api.github.com/repos/huggingface/datasets/issues/144/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4OTY5NjA1 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/144", "html_url": "https://github.com/huggingface/datasets/pull/144", "diff_url": "https://github.com/huggingface/datasets/pull/144.diff", "patch_url": "https://github.com/huggingface/datasets/pull/144.patch", "merged_at": "2020-05-16T13:44:33Z"} | value:2020-05-16T13:44:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/144/labels{/name} | value:144 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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```
ArrowTypeError: Could not convert [{'text': 'Denver Broncos'}, {'text': 'Denver Broncos'}, {'text': 'Denver Broncos'}] with type list: was not a dict, tuple, or recognized null value for conversion to struct type
```
This is how my predictions and referen... | value:https://api.github.com/repos/huggingface/datasets/issues/143/comments | value:MDU6SXNzdWU2MTk0NTc2NDE= | value:closed | value:1 | value:2020-05-22T13:38:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/143/labels{/name} | value:143 | json:{"login": "patil-suraj", "id": 27137566, "node_id": "MDQ6VXNlcjI3MTM3NTY2", "avatar_url": "https://avatars.githubusercontent.com/u/27137566?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patil-suraj", "html_url": "https://github.com/patil-suraj", "followers_url": "https://api.github.com/users/patil-... | true | ||||||||
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The datasets are fully functional though for the "big" l... | value:https://api.github.com/repos/huggingface/datasets/issues/142/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4OTU0OTc1 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/142", "html_url": "https://github.com/huggingface/datasets/pull/142", "diff_url": "https://github.com/huggingface/datasets/pull/142.diff", "patch_url": "https://github.com/huggingface/datasets/pull/142.patch", "merged_at": "2020-05-17T12:18:20Z"} | value:2020-05-17T12:18:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/142/labels{/name} | value:142 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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I think it's safer for now to enable both local and aws tests for every commit. The problem currently is that when we do a PR to add a dataset, the dataset is not yet on AWS on therefore not tested on the PR itself. Thus the PR will always be green even if the datase... | value:https://api.github.com/repos/huggingface/datasets/issues/140/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4OTUxMzg4 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/140", "html_url": "https://github.com/huggingface/datasets/pull/140", "diff_url": "https://github.com/huggingface/datasets/pull/140.diff", "patch_url": "https://github.com/huggingface/datasets/pull/140.patch", "merged_at": "2020-05-16T13:21:43Z"} | value:2020-05-16T13:21:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/140/labels{/name} | value:140 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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this PR adds the GermEval 2014 NER dataset 😃
> The GermEval 2014 NER Shared Task builds on a new dataset with German Named Entity annotation [1] with the following properties:
> - The data was sampled from German Wikipedia and News Corpora as a collection of citations.
> - The dataset covers over ... | value:https://api.github.com/repos/huggingface/datasets/issues/139/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4ODc4NzMy | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/139", "html_url": "https://github.com/huggingface/datasets/pull/139", "diff_url": "https://github.com/huggingface/datasets/pull/139.diff", "patch_url": "https://github.com/huggingface/datasets/pull/139.patch", "merged_at": "2020-05-16T13:56:22Z"} | value:2020-05-16T13:56:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/139/labels{/name} | value:139 | json:{"login": "stefan-it", "id": 20651387, "node_id": "MDQ6VXNlcjIwNjUxMzg3", "avatar_url": "https://avatars.githubusercontent.com/u/20651387?v=4", "gravatar_id": "", "url": "https://api.github.com/users/stefan-it", "html_url": "https://github.com/stefan-it", "followers_url": "https://api.github.com/users/stefan-it/fo... | value:False | true | ||||||||
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Just making a thread here recording what I said on Twitter, as it's impossible to follow discussion there. It's also just really not a good way to talk about this sort of thing.
The issue is that modules go into the global namespace, so you shouldn't use variable names that conflict with module names... | value:https://api.github.com/repos/huggingface/datasets/issues/138/comments | value:MDU6SXNzdWU2MTkyMjUxOTE= | value:closed | value:13 | value:2022-09-16T05:18:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/138/labels{/name} | value:138 | json:{"login": "honnibal", "id": 8059750, "node_id": "MDQ6VXNlcjgwNTk3NTA=", "avatar_url": "https://avatars.githubusercontent.com/u/8059750?v=4", "gravatar_id": "", "url": "https://api.github.com/users/honnibal", "html_url": "https://github.com/honnibal", "followers_url": "https://api.github.com/users/honnibal/follower... | true | ||||||||
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It appears to be possible to point to a local dataset path rather than downloading the external ones, but I'm not exactly sure how to go about doing thi... | value:https://api.github.com/repos/huggingface/datasets/issues/133/comments | value:MDU6SXNzdWU2MTkwOTQ5NTQ= | value:closed | value:5 | value:2020-07-23T16:44:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/133/labels{/name} | value:133 | json:{"login": "zphang", "id": 1668462, "node_id": "MDQ6VXNlcjE2Njg0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/1668462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/zphang", "html_url": "https://github.com/zphang", "followers_url": "https://api.github.com/users/zphang/followers", "fol... | true | ||||||||
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More information and the download link are available [here](https://skylion007.github.io/OpenWebTextCorpus/). | value:https://api.github.com/repos/huggingface/datasets/issues/132/comments | value:MDU6SXNzdWU2MTkwNzc4NTE= | value:closed | value:2 | value:2020-10-07T14:22:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/132/labels{/name} | value:132 | json:{"login": "LysandreJik", "id": 30755778, "node_id": "MDQ6VXNlcjMwNzU1Nzc4", "avatar_url": "https://avatars.githubusercontent.com/u/30755778?v=4", "gravatar_id": "", "url": "https://api.github.com/users/LysandreJik", "html_url": "https://github.com/LysandreJik", "followers_url": "https://api.github.com/users/Lysand... | true | ||||||||
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```python
dataset = nlp.load_dataset('glue')
```
The resultant dataset seems to be CoLA be default, without throwing any error. This is in contrast to calling:
```python
metric = nlp.load_metric("glue")
```
which throws an error telling the user that they need to specify a task in GLUE. Shou... | value:https://api.github.com/repos/huggingface/datasets/issues/130/comments | value:MDU6SXNzdWU2MTkwMzU0NDA= | value:closed | value:3 | value:2020-05-27T22:08:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/130/labels{/name} | value:130 | json:{"login": "zphang", "id": 1668462, "node_id": "MDQ6VXNlcjE2Njg0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/1668462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/zphang", "html_url": "https://github.com/zphang", "followers_url": "https://api.github.com/users/zphang/followers", "fol... | true | ||||||||
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I am going through [this overview notebook](https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb)
In simple step `dataset = nlp.load_dataset('squad', split='validation[:10%]')`
I get an error, which is connected with some inner code, I thi... | value:https://api.github.com/repos/huggingface/datasets/issues/128/comments | value:MDU6SXNzdWU2MTg5NTExMTc= | value:closed | value:2 | value:2020-05-15T13:10:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/128/labels{/name} | value:128 | json:{"login": "polkaYK", "id": 18486287, "node_id": "MDQ6VXNlcjE4NDg2Mjg3", "avatar_url": "https://avatars.githubusercontent.com/u/18486287?v=4", "gravatar_id": "", "url": "https://api.github.com/users/polkaYK", "html_url": "https://github.com/polkaYK", "followers_url": "https://api.github.com/users/polkaYK/followers"... | true | ||||||||
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Our first dataset script that only lives on AWS :-) https://s3.console.aws.amazon.com/s3/buckets/datasets.huggingface.co/nlp/datasets/webis/tl_dr/?region=us-east-1 @julien-c @jplu | value:https://api.github.com/repos/huggingface/datasets/issues/126/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4NTM1Mzc5 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/126", "html_url": "https://github.com/huggingface/datasets/pull/126", "diff_url": "https://github.com/huggingface/datasets/pull/126.diff", "patch_url": "https://github.com/huggingface/datasets/pull/126.patch", "merged_at": "2020-05-15T11:30:26Z"} | value:2020-05-15T11:31:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/126/labels{/name} | value:126 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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As a default we set` aws=True`, `Local=False`, `slow=False`
### 1. RUN_AWS=1 (default)
This runs 4 tests per dataset script.
a) Does the dataset script have a valid etag / Can it be reached on AWS?
b) Can we load its `builder_class`?
c) Can we load **all** dat... | value:https://api.github.com/repos/huggingface/datasets/issues/123/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4NDcxODU5 | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/123", "html_url": "https://github.com/huggingface/datasets/pull/123", "diff_url": "https://github.com/huggingface/datasets/pull/123.diff", "patch_url": "https://github.com/huggingface/datasets/pull/123.patch", "merged_at": "2020-05-15T10:03:26Z"} | value:2020-05-15T10:06:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/123/labels{/name} | value:123 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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[Here is the colab notebook I'm using.](https://colab.research.google.com/drive/1YH4JCAy0R1MMSc-k_Vlik_s1LEzP_t1h?usp=sharing)
```python
import nlp
dataset = nlp.load_dataset('squad', split='validation[:10%]')
def test(sample):
... | value:https://api.github.com/repos/huggingface/datasets/issues/120/comments | value:MDU6SXNzdWU2MTg3Mzc3ODM= | value:closed | value:1 | value:2020-05-15T07:02:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/120/labels{/name} | value:120 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | ||||||||
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[Colab notebook](https://colab.research.google.com/drive/11Mf7iNhIyt6GpgA1dBEtg3cyMHmMhtZS?usp=sharing)
But I meet this error :
> AttributeError: type object 'pyarrow.lib.RecordBatch' has no attribute 'from_struct_array'
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Should I apply my map function on the subsets one by one ?
```python
import nlp
cnn_dm = nlp.load_dataset('cnn_dailymail')
for corpus in ['train', 'test', 'validation']:
cnn_dm[corpus] = cnn_dm[corpus].ma... | value:https://api.github.com/repos/huggingface/datasets/issues/118/comments | value:MDU6SXNzdWU2MTg2NDMwODg= | value:closed | value:1 | value:2020-05-15T07:05:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/118/labels{/name} | value:118 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | ||||||||
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```python
dataset.drop('id')
```
But I didn't find how to remove a specific row.
**For example, how can I remove all sa... | value:https://api.github.com/repos/huggingface/datasets/issues/117/comments | value:MDU6SXNzdWU2MTg2MzI1NzM= | value:closed | value:4 | value:2022-07-15T08:36:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/117/labels{/name} | value:117 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | ||||||||
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I have to files : `test.pred.tokenized` and `test.gold.tokenized` with each line containing a sentence.
I tried :
```python
import nlp
rouge = nlp.load_metric('rouge')
with open("test.pred.tokenized") as p, open("test.gold.tokenized") as g:
for lp, lg in zip(p, g... | value:https://api.github.com/repos/huggingface/datasets/issues/116/comments | value:MDU6SXNzdWU2MTg2MjgyNjQ= | value:closed | value:5 | value:2020-05-28T23:43:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/116/labels{/name} | value:116 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | ||||||||
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```python
cnn_dm = nlp.load_dataset('cnn_dailymail')
print(cnn_dm.info)
```
returns :
> AttributeError: 'dict' object has no attribute 'info' | value:https://api.github.com/repos/huggingface/datasets/issues/115/comments | value:MDU6SXNzdWU2MTg2MTU4NTU= | value:closed | value:2 | value:2020-05-17T13:11:00Z | value:https://api.github.com/repos/huggingface/datasets/issues/115/labels{/name} | value:115 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | |||||||
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```python
import nlp
assert "cnn_dailymail" in [dataset.id for dataset in nlp.list_datasets()]
cnn_dm = nlp.load_dataset('cnn_dailymail')
```
[Colab notebook](https://colab.research.google.com/drive/1zQ3bYAVzm1h0mw0yWPqKAg_4EUlSx5Ex?usp=sharing)
gives following ... | value:https://api.github.com/repos/huggingface/datasets/issues/114/comments | value:MDU6SXNzdWU2MTg2MTEzMTA= | value:closed | value:1 | value:2020-05-15T00:19:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/114/labels{/name} | value:114 | json:{"login": "astariul", "id": 43774355, "node_id": "MDQ6VXNlcjQzNzc0MzU1", "avatar_url": "https://avatars.githubusercontent.com/u/43774355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/astariul", "html_url": "https://github.com/astariul", "followers_url": "https://api.github.com/users/astariul/follow... | true | ||||||||
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I had to do add some minor hacks to an important function to make it work.
There might be a cleaner way to handle it - can you take a look @thomwolf ? | value:https://api.github.com/repos/huggingface/datasets/issues/112/comments | value:MDExOlB1bGxSZXF1ZXN0NDE4Mjc0MTU4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/112", "html_url": "https://github.com/huggingface/datasets/pull/112", "diff_url": "https://github.com/huggingface/datasets/pull/112.diff", "patch_url": "https://github.com/huggingface/datasets/pull/112.patch", "merged_at": "2020-05-15T09:16:42Z"} | value:2020-05-15T09:16:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/112/labels{/name} | value:112 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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The user can then store these files under a hard-coded name: `wikihowAll.csv` and `wikihowSep.csv` in this case in a directory of his choice, e.g. `~/wikihow/manual_dir`.
The data... | value:https://api.github.com/repos/huggingface/datasets/issues/103/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3OTk5MDIy | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/103", "html_url": "https://github.com/huggingface/datasets/pull/103", "diff_url": "https://github.com/huggingface/datasets/pull/103.diff", "patch_url": "https://github.com/huggingface/datasets/pull/103.patch", "merged_at": "2020-05-14T14:27:40Z"} | value:2020-05-14T14:27:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/103/labels{/name} | value:103 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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```python
import nlp
met = nlp.load_metric('metrics/seqeval')
references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']]
predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O']... | value:https://api.github.com/repos/huggingface/datasets/issues/100/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3ODc1MjE2 | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/100", "html_url": "https://github.com/huggingface/datasets/pull/100", "diff_url": "https://github.com/huggingface/datasets/pull/100.diff", "patch_url": "https://github.com/huggingface/datasets/pull/100.patch", "merged_at": "2020-05-14T23:21:34Z"} | value:2020-05-14T23:21:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/100/labels{/name} | value:100 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | value:False | true | |||||||||
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I replaced the `urls_checksums` directory that used to contain `checksums.txt` and `cached_sizes.txt`, by a single file `dataset_infos.json`. It's just a dict `config_name` -> `DatasetInfo`.
It simplifies and improves how verifications of checksums and splits ... | value:https://api.github.com/repos/huggingface/datasets/issues/95/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3NTY5NzA4 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/95", "html_url": "https://github.com/huggingface/datasets/pull/95", "diff_url": "https://github.com/huggingface/datasets/pull/95.diff", "patch_url": "https://github.com/huggingface/datasets/pull/95.patch", "merged_at": "2020-05-14T08:58:42Z"} | value:2020-05-14T08:58:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/95/labels{/name} | value:95 | json:{"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"... | value:False | true | |||||||||
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- WMT is the first dataset that uses an abstract class IMO, so I had to modify the `load_dataset_module` a bit. | value:https://api.github.com/repos/huggingface/datasets/issues/92/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3Mjc1ODky | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/92", "html_url": "https://github.com/huggingface/datasets/pull/92", "diff_url": "https://github.com/huggingface/datasets/pull/92.diff", "patch_url": "https://github.com/huggingface/datasets/pull/92.patch", "merged_at": "2020-05-16T11:17:37Z"} | value:2020-05-16T11:17:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/92/labels{/name} | value:92 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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- Also this PR reformats all dataset scripts and adds `datasets` to `make style` | value:https://api.github.com/repos/huggingface/datasets/issues/91/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3Mjc0MjA0 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/91", "html_url": "https://github.com/huggingface/datasets/pull/91", "diff_url": "https://github.com/huggingface/datasets/pull/91.diff", "patch_url": "https://github.com/huggingface/datasets/pull/91.patch", "merged_at": "2020-05-13T10:40:14Z"} | value:2020-05-13T10:40:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/91/labels{/name} | value:91 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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```python
nlp.list_datasets()
nlp.list_metrics()
# Copy and prepare the scripts at `local_path` for easy inspection/modification.
nlp.inspect_dataset(path, local_path)
# Copy and prepare the scripts at `local_path` fo... | value:https://api.github.com/repos/huggingface/datasets/issues/89/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3MjM4MjU4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/89", "html_url": "https://github.com/huggingface/datasets/pull/89", "diff_url": "https://github.com/huggingface/datasets/pull/89.diff", "patch_url": "https://github.com/huggingface/datasets/pull/89.patch", "merged_at": "2020-05-13T09:33:10Z"} | value:2020-05-13T14:05:00Z | value:https://api.github.com/repos/huggingface/datasets/issues/89/labels{/name} | value:89 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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I tested it on a small config and it works fine | value:https://api.github.com/repos/huggingface/datasets/issues/88/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3MjI5ODQw | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/88", "html_url": "https://github.com/huggingface/datasets/pull/88", "diff_url": "https://github.com/huggingface/datasets/pull/88.diff", "patch_url": "https://github.com/huggingface/datasets/pull/88.patch", "merged_at": "2020-05-13T12:31:54Z"} | value:2020-05-13T12:31:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/88/labels{/name} | value:88 | json:{"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"... | value:False | true | |||||||||
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This one was uses `tf.io.gfile.copy` to download the data but I added the support for custom download in the mock_download_manager. I also had to add a `tensorflow` dependency for tests. | value:https://api.github.com/repos/huggingface/datasets/issues/85/comments | value:MDExOlB1bGxSZXF1ZXN0NDE3MjA0ODA4 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/85", "html_url": "https://github.com/huggingface/datasets/pull/85", "diff_url": "https://github.com/huggingface/datasets/pull/85.diff", "patch_url": "https://github.com/huggingface/datasets/pull/85.patch", "merged_at": "2020-05-13T09:09:38Z"} | value:2020-05-13T09:09:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/85/labels{/name} | value:85 | json:{"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"... | value:False | true | |||||||||
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The result looks like this:
![Screenshot from 2020-05-12 18-34-43](https://user-images.githubusercontent.com/23423619/81721933-ee1faf00-9480-11ea-9e95-d655... | value:https://api.github.com/repos/huggingface/datasets/issues/82/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2ODQ1Njc5 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/82", "html_url": "https://github.com/huggingface/datasets/pull/82", "diff_url": "https://github.com/huggingface/datasets/pull/82.diff", "patch_url": "https://github.com/huggingface/datasets/pull/82.patch", "merged_at": "2020-05-13T07:52:52Z"} | value:2020-05-13T07:52:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/82/labels{/name} | value:82 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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I also removed unused utils functions. | value:https://api.github.com/repos/huggingface/datasets/issues/81/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2ODM1NzE1 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/81", "html_url": "https://github.com/huggingface/datasets/pull/81", "diff_url": "https://github.com/huggingface/datasets/pull/81.diff", "patch_url": "https://github.com/huggingface/datasets/pull/81.patch", "merged_at": "2020-05-13T07:43:56Z"} | value:2020-05-13T07:43:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/81/labels{/name} | value:81 | json:{"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"... | value:False | true | |||||||||
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Now when you do `save_checksums`, it also create `cached_sizes.txt` right next to the checksum file.
This new file stores the bytes sizes and the number of examples of each split that has been prepared and stored in the cache. Example:
```
# Cached sizes: <full_config_na... | value:https://api.github.com/repos/huggingface/datasets/issues/80/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2ODMwNjk3 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/80", "html_url": "https://github.com/huggingface/datasets/pull/80", "diff_url": "https://github.com/huggingface/datasets/pull/80.diff", "patch_url": "https://github.com/huggingface/datasets/pull/80.patch", "merged_at": "2020-05-13T07:52:33Z"} | value:2020-05-13T07:52:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/80/labels{/name} | value:80 | json:{"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"... | value:False | true | |||||||||
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1. BLEU: BiLingual Evaluation Understudy: https://github.com/tensorflow/nmt/blob/master/nmt/scripts/bleu.py, https://github.com/chakki-works/sumeval/blob/master/sumeval/metrics/bleu.py (multilingual)
2. GLEU: Google-BLEU: https://github.com/cna... | value:https://api.github.com/repos/huggingface/datasets/issues/75/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2NjE0MzU1 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/75", "html_url": "https://github.com/huggingface/datasets/pull/75", "diff_url": "https://github.com/huggingface/datasets/pull/75.diff", "patch_url": "https://github.com/huggingface/datasets/pull/75.patch", "merged_at": "2020-05-13T07:44:10Z"} | value:2020-05-13T07:44:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/75/labels{/name} | value:75 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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```
pa_array.nbytes > MAX_BATCH_BYTES
```
doesn't work. Indeed for a StructArray, `nbytes` can be less 2GB even if there is an overflow (it loops...).
I don't think we can do a proper overflow test for the limit of 2GB...
For now I replaced it with a sanity ch... | value:https://api.github.com/repos/huggingface/datasets/issues/74/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2NjA3MDcy | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/74", "html_url": "https://github.com/huggingface/datasets/pull/74", "diff_url": "https://github.com/huggingface/datasets/pull/74.diff", "patch_url": "https://github.com/huggingface/datasets/pull/74.patch", "merged_at": "2020-05-12T10:04:37Z"} | value:2020-05-12T10:04:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/74/labels{/name} | value:74 | json:{"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"... | value:False | true | |||||||||
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According to [this](https://github.com/apache/arrow/blob/master/docs/source/cpp/arrays.rst#size-limitations-and-recommendations), it is not recommended to have pyarrow arrays bigger than 2Go.
Therefore I set a default batch size of 100 000 examples per batch. In general it shouldn'... | value:https://api.github.com/repos/huggingface/datasets/issues/71/comments | value:MDExOlB1bGxSZXF1ZXN0NDE2MTUxODM4 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/71", "html_url": "https://github.com/huggingface/datasets/pull/71", "diff_url": "https://github.com/huggingface/datasets/pull/71.diff", "patch_url": "https://github.com/huggingface/datasets/pull/71.patch", "merged_at": "2020-05-11T20:00:38Z"} | value:2020-05-11T20:09:47Z | value:https://api.github.com/repos/huggingface/datasets/issues/71/labels{/name} | value:71 | json:{"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"... | value:False | true | |||||||||
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@lhoestq noticed that I accidently deleted it in https://github.com/huggingface/nlp/pull/63#discussion_r422263729. | value:https://api.github.com/repos/huggingface/datasets/issues/68/comments | value:MDExOlB1bGxSZXF1ZXN0NDE1MzQ3NTgw | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/68", "html_url": "https://github.com/huggingface/datasets/pull/68", "diff_url": "https://github.com/huggingface/datasets/pull/68.diff", "patch_url": "https://github.com/huggingface/datasets/pull/68.patch", "merged_at": "2020-05-08T17:40:46Z"} | value:2020-05-08T17:40:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/68/labels{/name} | value:68 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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By default, the `aws` is deactivated and `local` is activated and `slow` is deactivated, so that only 1 test per dataset runs on circle ci.
**When local is activated all folders in `./datasets` are teste... | value:https://api.github.com/repos/huggingface/datasets/issues/67/comments | value:MDExOlB1bGxSZXF1ZXN0NDE1Mjc5NjI0 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/67", "html_url": "https://github.com/huggingface/datasets/pull/67", "diff_url": "https://github.com/huggingface/datasets/pull/67.diff", "patch_url": "https://github.com/huggingface/datasets/pull/67.patch", "merged_at": "2020-05-08T15:17:00Z"} | value:2020-05-08T19:50:47Z | value:https://api.github.com/repos/huggingface/datasets/issues/67/labels{/name} | value:67 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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@mariamabarham @lhoestq @thomwolf - what do you think?
If this is ok for you, I can sync up the master with the `add_... | value:https://api.github.com/repos/huggingface/datasets/issues/63/comments | value:MDExOlB1bGxSZXF1ZXN0NDE1MTczODU5 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/63", "html_url": "https://github.com/huggingface/datasets/pull/63", "diff_url": "https://github.com/huggingface/datasets/pull/63.diff", "patch_url": "https://github.com/huggingface/datasets/pull/63.patch", "merged_at": "2020-05-08T11:34:00Z"} | value:2020-05-08T17:39:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/63/labels{/name} | value:63 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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See: PR #59. | value:https://api.github.com/repos/huggingface/datasets/issues/61/comments | value:MDExOlB1bGxSZXF1ZXN0NDE1MTI3MTU4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/61", "html_url": "https://github.com/huggingface/datasets/pull/61", "diff_url": "https://github.com/huggingface/datasets/pull/61.diff", "patch_url": "https://github.com/huggingface/datasets/pull/61.patch", "merged_at": "2020-05-08T08:56:16Z"} | value:2020-05-08T08:56:32Z | value:https://api.github.com/repos/huggingface/datasets/issues/61/labels{/name} | value:61 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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We could also change (not included in this PR yet):
- `supervized_keys` to ... | value:https://api.github.com/repos/huggingface/datasets/issues/60/comments | value:MDExOlB1bGxSZXF1ZXN0NDE0OTQyNjEy | value:closed | value:6 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/60", "html_url": "https://github.com/huggingface/datasets/pull/60", "diff_url": "https://github.com/huggingface/datasets/pull/60.diff", "patch_url": "https://github.com/huggingface/datasets/pull/60.patch", "merged_at": "2020-05-08T10:18:24Z"} | value:2020-05-08T10:38:32Z | value:https://api.github.com/repos/huggingface/datasets/issues/60/labels{/name} | value:60 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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I'm trying to fix them here but I have a weird error, do you think you can have a look?
```bash
(datasets) MacBook-Pro-de-Thomas:datasets thomwolf$ python -m pytest -sv ... | value:https://api.github.com/repos/huggingface/datasets/issues/59/comments | value:MDExOlB1bGxSZXF1ZXN0NDE0OTM3NTgx | value:closed | value:5 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/59", "html_url": "https://github.com/huggingface/datasets/pull/59", "diff_url": "https://github.com/huggingface/datasets/pull/59.diff", "patch_url": "https://github.com/huggingface/datasets/pull/59.patch", "merged_at": "2020-05-08T10:46:51Z"} | value:2020-05-08T10:57:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/59/labels{/name} | value:59 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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I'm trying to fix them here but I have a weird error, do you think you can have a look?
```bash
(datasets) MacBook-Pro-de-Thomas:datasets thomwolf$ python -m pytest -sv ... | value:https://api.github.com/repos/huggingface/datasets/issues/58/comments | value:MDExOlB1bGxSZXF1ZXN0NDE0OTM0NTY4 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/58", "html_url": "https://github.com/huggingface/datasets/pull/58", "diff_url": "https://github.com/huggingface/datasets/pull/58.diff", "patch_url": "https://github.com/huggingface/datasets/pull/58.patch", "merged_at": null} | value:2020-05-07T21:48:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/58/labels{/name} | value:58 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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- The `cached_path` no longer returns None if the file is missing/the url doesn't work. Instead, it can raise `FileNotFoundError` (missing file), `ConnectionError` (no cache and unreachable url) or `ValueError` (parsing error)
- Fix requests to firebase API that doesn't handle HEAD requests...
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