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Fix #2010 | 2021-03-09T14:06:04Z | https://github.com/huggingface/datasets/pull/2015 | {
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not super convinced this is better, and while I usually fight against kwargs here it seems to me that it better conveys the relationship to the `_split_generator` method. | 2021-03-10T10:08:37Z | https://github.com/huggingface/datasets/pull/2014 | {
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"What's the issue exactly ?\r\n\r\nGiven an `upstream` remote repository with url `https://github.com/huggingface/datasets.git`, you can totally rebase from `upstream/master`.\r\n\r\nIt's mentioned at the beginning how to add the `upstream` remote repository\r\n\r\nhttps://github.com/huggingface/datasets/blob/987df... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Feels like the documentation on adding a new dataset is outdated?
https://github.com/huggingface/datasets/blob/987df6b4e9e20fc0c92bc9df48137d170756fd7b/ADD_NEW_DATASET.md#L49-L54
There is no upstream branch on remote. | 2021-03-09T11:33:31Z | https://github.com/huggingface/datasets/issues/2012 | {
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I had to add an `original_id` feature because the dataset files have repeated IDs. I can remove them if needed. I have also added `id` which is unique.
Let me know in case of any issues. | 2021-03-11T18:00:52Z | https://github.com/huggingface/datasets/pull/2011 | {
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"I'm not able to reproduce on my side.\r\nCan you provide the full stacktrace please ?\r\nWhat version of `python` and `dill` do you have ? Which OS are you using ?",
"```\r\nco_filename = '<ipython-input-2-e0383a102aae>', returned_obj = [0]\r\n ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I'm following the CI setup as described in
https://github.com/huggingface/datasets/blob/8eee4fa9e133fe873a7993ba746d32ca2b687551/.circleci/config.yml#L16-L19
in a new conda environment, at commit https://github.com/huggingface/datasets/commit/4de6dbf84e93dad97e1000120d6628c88954e5d4
and getting
```
FAILED... | 2021-03-09T14:06:03Z | https://github.com/huggingface/datasets/issues/2010 | {
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"Hi @theo-m !\r\n\r\nA few lines above this line, you'll find that the `_split_generators` method returns a list of `SplitGenerator`s objects:\r\n\r\n```python\r\ndatasets.SplitGenerator(\r\n name=datasets.Split.VALIDATION,\r\n # These kwargs will be passed to _generate_examples\r\n gen_kwargs={\r\n ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | https://github.com/huggingface/datasets/blob/2ac9a0d24a091989f869af55f9f6411b37ff5188/templates/new_dataset_script.py#L156-L158
Looking at the template, I find this documentation line to be confusing, the method parameters don't include the `gen_kwargs` so I'm unclear where they're coming from.
Happy to push a PR... | 2021-03-12T15:01:34Z | https://github.com/huggingface/datasets/issues/2009 | {
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"What do yo think of the documentation btw ?\r\nWhat parts would you like to see improved ?",
"I like how concise and straightforward the docs are.\r\n\r\nFew things that would further improve the docs IMO:\r\n* the usage example of `Dataset.formatted_as` in https://huggingface.co/docs/datasets/master/processing.... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR:
* fixes various typos/grammer I came across while reading the docs
* adds the "Install with conda" installation instructions
Closes #1959 | 2021-03-15T18:42:49Z | https://github.com/huggingface/datasets/pull/2008 | {
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"So maybe a summary here: \r\nIf I could fit a large model with batch_size = X into memory, is there a way I could train this model for huge datasets with keeping setting the same? thanks ",
"The `datastets` library doesn't load datasets into memory. Therefore you can load a dataset that is terabytes big without ... | https://api.github.com/repos/huggingface/datasets | NONE | Hi
I am running this example from transformers library version 4.3.3:
(Here is the full documentation https://github.com/huggingface/transformers/issues/8771 but the running command should work out of the box)
USE_TF=0 deepspeed run_seq2seq.py --model_name_or_path google/mt5-base --dataset_name wmt16 --dataset_... | 2021-08-04T18:02:25Z | https://github.com/huggingface/datasets/issues/2007 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 824,457,794 | [] | https://api.github.com/repos/huggingface/datasets/issues/2006 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | The benchmarks runs are [failing](https://github.com/huggingface/datasets/runs/2055534629?check_suite_focus=true) because of
```
ERROR: 'dvc.lock' is git-ignored.
```
I removed the dvc.lock file from the gitignore to fix that | 2021-03-08T11:28:35Z | https://github.com/huggingface/datasets/pull/2006 | {
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https://api.github.com/repos/huggingface/datasets/issues/2005/comments | https://api.github.com/repos/huggingface/datasets/issues/2005/timeline | 2021-03-09T17:58:13Z | null | completed | MDU6SXNzdWU4MjQyNzUwMzU= | closed | [] | null | 2,005 | {
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"gists_url"... | Setting to torch format not working with torchvision and MNIST | https://api.github.com/repos/huggingface/datasets/issues/2005/events | null | https://api.github.com/repos/huggingface/datasets/issues/2005/labels{/name} | 2021-03-08T07:38:11Z | null | false | null | null | 824,275,035 | [] | https://api.github.com/repos/huggingface/datasets/issues/2005 | [
"Adding to the previous information, I think `torch.utils.data.DataLoader` is doing some conversion. \r\nWhat I tried:\r\n```python\r\ntrain_dataset = load_dataset('mnist')\r\n```\r\nI don't use any `map` or `set_format` or any `transform`. I use this directly, and try to load batches using the `DataLoader` with ba... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi
I am trying to use `torchvision.transforms` to handle the transformation of the image data in the `mnist` dataset. Assume I have a `transform` variable which contains the `torchvision.transforms` object.
A snippet of what I am trying to do:
```python
def prepare_features(examples):
images = []
labe... | 2021-03-09T17:58:13Z | https://github.com/huggingface/datasets/issues/2005 | {
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"gists... | LaRoSeDa | https://api.github.com/repos/huggingface/datasets/issues/2004/events | null | https://api.github.com/repos/huggingface/datasets/issues/2004/labels{/name} | 2021-03-08T01:06:32Z | null | false | null | {
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"@lhoestq all the changes requested are implemented. Thank you for your time and feedback :)"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Add LaRoSeDa to huggingface datasets. | 2021-03-17T10:43:20Z | https://github.com/huggingface/datasets/pull/2004 | {
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"This is expected to show this message to the user via stdout.\r\nThis way the users see it directly and can cancel the downloading if they want to.\r\nCould you elaborate why it would be better to have it in stderr instead of stdout ?",
"@lhoestq, sorry for the late reply\r\n\r\nI completely understand why you d... | https://api.github.com/repos/huggingface/datasets | NONE | In this code segment, we can see some messages are being printed to the `stdout`.
https://github.com/huggingface/datasets/blob/7e60bb509b595e8edc60a87f32b2bacfc065d607/src/datasets/builder.py#L545-L554
According to the comment, it is done intentionally, but I don't really understand why don't we log it with a higher ... | 2023-07-25T16:35:21Z | https://github.com/huggingface/datasets/issues/2003 | {
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"gists... | MOROCO | https://api.github.com/repos/huggingface/datasets/issues/2002/events | null | https://api.github.com/repos/huggingface/datasets/issues/2002/labels{/name} | 2021-03-07T16:22:17Z | null | false | null | {
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"@lhoestq Thank you for all the feedback. I've added the suggested changes in my last commit."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Add MOROCO to huggingface datasets. | 2021-03-19T09:52:06Z | https://github.com/huggingface/datasets/pull/2002 | {
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"gists_u... | Empty evidence document ("provenance") in KILT ELI5 dataset | https://api.github.com/repos/huggingface/datasets/issues/2001/events | null | https://api.github.com/repos/huggingface/datasets/issues/2001/labels{/name} | 2021-03-07T15:41:35Z | null | false | null | null | 823,946,706 | [] | https://api.github.com/repos/huggingface/datasets/issues/2001 | [
"Why did you close this issue? How did you end up finding the evidence documents? I'm running into a similar issue with other KILT tasks."
] | https://api.github.com/repos/huggingface/datasets | NONE | In the original KILT benchmark(https://github.com/facebookresearch/KILT),
all samples has its evidence document (i.e. wikipedia page id) for prediction.
For example, a sample in ELI5 dataset has the format including provenance (=evidence document) like this
`{"id": "1kiwfx", "input": "In Trading Places (1983... | 2022-12-19T19:25:14Z | https://github.com/huggingface/datasets/issues/2001 | {
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"Hi @itsLuisa !\r\n\r\nCould you give us more information about the error you're getting, please?\r\nA copy-paste of the Traceback would be nice to get a better understanding of what is wrong :) ",
"Hello @SBrandeis , this is it:\r\n```\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Luisa\\AppData\\... | https://api.github.com/repos/huggingface/datasets | NONE | Hi everyone,
Can anyone help me with why the dataset loading script below raises a Windows Permission Error? I stuck quite closely to https://github.com/huggingface/datasets/blob/master/datasets/conll2003/conll2003.py , only I want to load the data from three local three-column tsv-files (id\ttokens\tpos_tags\n). I am... | 2021-03-09T12:42:57Z | https://github.com/huggingface/datasets/issues/2000 | {
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"Hi @lhoestq,\r\n\r\nI have added the changes from the review."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds [FashionMNIST](https://github.com/zalandoresearch/fashion-mnist) dataset. | 2021-03-09T09:52:11Z | https://github.com/huggingface/datasets/pull/1999 | {
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"gists_url"... | Add -DOCSTART- note to dataset card of conll-like datasets | https://api.github.com/repos/huggingface/datasets/issues/1998/events | null | https://api.github.com/repos/huggingface/datasets/issues/1998/labels{/name} | 2021-03-06T19:08:29Z | null | false | null | {
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"Nice catch! Yes I didn't check the actual data, instead I was just looking for the `if line.startswith(\"-DOCSTART-\")` pattern."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Closes #1983 | 2021-03-11T02:20:07Z | https://github.com/huggingface/datasets/pull/1998 | {
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"Thanks for reporting! We'll fix that as soon as possible",
"Actually soundfile is not a dependency of this dataset.\r\nThe error comes from a bug that was fixed in this commit: https://github.com/huggingface/datasets/pull/1767/commits/c304e63629f4453367de2fd42883a78768055532\r\nBasically the library used to cons... | https://api.github.com/repos/huggingface/datasets | NONE | Navigate to https://huggingface.co/datasets/viewer/?dataset=arabic_speech_corpus
Error:
```
ImportError: To be able to use this dataset, you need to install the following dependencies['soundfile'] using 'pip install soundfile' for instance'
Traceback:
File "/home/sasha/.local/share/virtualenvs/lib-ogGKnCK_/lib/p... | 2022-10-05T13:24:26Z | https://github.com/huggingface/datasets/issues/1996 | {
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"cc @lhoestq @vrindaprabhu",
"Failing `run (push)` is unrelated -> merging",
"Thanks for fixing this, it was affecting my runs for https://github.com/huggingface/transformers/pull/10581/",
"I am seeing this very late! Sorry for the blunder everyone! :("
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | When playing around with timit I noticed that only the first sample is used for all indices. I corrected this typo so that the dataset is correctly loaded. | 2021-06-30T06:25:53Z | https://github.com/huggingface/datasets/pull/1995 | {
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"gists_url"... | not being able to get wikipedia es language | https://api.github.com/repos/huggingface/datasets/issues/1994/events | null | https://api.github.com/repos/huggingface/datasets/issues/1994/labels{/name} | 2021-03-05T08:31:48Z | null | false | null | null | 822,871,238 | [] | https://api.github.com/repos/huggingface/datasets/issues/1994 | [
"@lhoestq I really appreciate if you could help me providiing processed datasets, I do not really have access to enough resources to run the apache-beam and need to run the codes on these datasets. Only en/de/fr currently works, but I need all the languages more or less. thanks ",
"Hi @dorost1234, I think I can ... | https://api.github.com/repos/huggingface/datasets | NONE | Hi
I am trying to run a code with wikipedia of config 20200501.es, getting:
Traceback (most recent call last):
File "run_mlm_t5.py", line 608, in <module>
main()
File "run_mlm_t5.py", line 359, in main
datasets = load_dataset(data_args.dataset_name, data_args.dataset_config_name)
File "/dara/libs... | 2021-03-11T20:46:21Z | https://github.com/huggingface/datasets/issues/1994 | {
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https://api.github.com/repos/huggingface/datasets/issues/1993/comments | https://api.github.com/repos/huggingface/datasets/issues/1993/timeline | 2021-03-22T04:05:50Z | null | completed | MDU6SXNzdWU4MjI3NTgzODc= | closed | [] | null | 1,993 | {
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"Hi ! That looks like a bug, can you provide some code so that we can reproduce ?\r\nIt's not supposed to update the original dataset",
"Hi, I experimented with RAG. \r\n\r\nActually, you can run the [use_own_knowldge_dataset.py](https://github.com/shamanez/transformers/blob/rag-end-to-end-retrieval/examples/rese... | https://api.github.com/repos/huggingface/datasets | NONE | I am using the latest datasets library. In my work, I first use **load_from_disk** to load a data set that contains 3.8Gb information. Then during my training process, I update that dataset object and add new elements and save it in a different place.
When I save the dataset with **save_to_disk**, the original da... | 2021-03-22T04:05:50Z | https://github.com/huggingface/datasets/issues/1993 | {
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"Hi @hwijeen, you might want to look at issues #1796 and #1949. I think it could be something related to the I/O operations being performed.",
"I see that many people are experiencing the same issue. Is this problem considered an \"official\" bug that is worth a closer look? @lhoestq",
"Yes this looks like a bu... | https://api.github.com/repos/huggingface/datasets | NONE | Hi, thank you for the great library.
I've been using datasets to pretrain language models, and it often involves datasets as large as ~70G.
My data preparation step is roughly two steps: `load_dataset` which splits corpora into a table of sentences, and `map` converts a sentence into a list of integers, using a tok... | 2023-06-08T12:31:55Z | https://github.com/huggingface/datasets/issues/1992 | {
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"Thanks for the reviews! A note that I have addressed the comments, and waiting for a further review."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adding the conllpp dataset, is a revision from https://github.com/huggingface/datasets/pull/1910. | 2021-03-17T10:37:39Z | https://github.com/huggingface/datasets/pull/1991 | {
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https://api.github.com/repos/huggingface/datasets/issues/1990/comments | https://api.github.com/repos/huggingface/datasets/issues/1990/timeline | 2021-08-04T18:04:25Z | null | completed | MDU6SXNzdWU4MjIzODQ1MDI= | closed | [] | null | 1,990 | {
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"Do you think this is trying to bring the dataset into memory and if I can avoid it to save on memory so it only brings a batch into memory? @lhoestq thank you",
"It's not trying to bring the dataset into memory.\r\n\r\nActually, it's trying to memory map the dataset file, which is different. It allows to load l... | https://api.github.com/repos/huggingface/datasets | NONE | Hi,
I am trying to run a code with a wikipedia dataset, here is the command to reproduce the error. You can find the codes for run_mlm.py in huggingface repo here: https://github.com/huggingface/transformers/blob/v4.3.2/examples/language-modeling/run_mlm.py
```
python run_mlm.py --model_name_or_path bert-base-multi... | 2021-08-04T18:04:25Z | https://github.com/huggingface/datasets/issues/1990 | {
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https://api.github.com/repos/huggingface/datasets/issues/1989/comments | https://api.github.com/repos/huggingface/datasets/issues/1989/timeline | 2023-07-24T14:39:33Z | null | completed | MDU6SXNzdWU4MjIzMjgxNDc= | closed | [] | null | 1,989 | {
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"gists_url"... | Question/problem with dataset labels | https://api.github.com/repos/huggingface/datasets/issues/1989/events | null | https://api.github.com/repos/huggingface/datasets/issues/1989/labels{/name} | 2021-03-04T17:06:53Z | null | false | null | null | 822,328,147 | [] | https://api.github.com/repos/huggingface/datasets/issues/1989 | [
"It seems that I get parsing errors for various fields in my data. For example now I get this:\r\n```\r\n File \"../../../models/tr-4.3.2/run_puppets.py\", line 523, in <module>\r\n main()\r\n File \"../../../models/tr-4.3.2/run_puppets.py\", line 249, in main\r\n datasets = load_dataset(\"csv\", data_files... | https://api.github.com/repos/huggingface/datasets | NONE | Hi, I'm using a dataset with two labels "nurse" and "not nurse". For whatever reason (that I don't understand), I get an error that I think comes from the datasets package (using csv). Everything works fine if the labels are "nurse" and "surgeon".
This is the trace I get:
```
File "../../../models/tr-4.3.2/run_... | 2023-07-24T14:39:33Z | https://github.com/huggingface/datasets/issues/1989 | {
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https://api.github.com/repos/huggingface/datasets/issues/1988/comments | https://api.github.com/repos/huggingface/datasets/issues/1988/timeline | 2021-08-04T18:05:23Z | null | completed | MDU6SXNzdWU4MjIzMjQ2MDU= | closed | [] | null | 1,988 | {
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"Hi ! Yes it's possible to use image data. There are already a few of them available (MNIST, CIFAR..)"
] | https://api.github.com/repos/huggingface/datasets | NONE | Hi!
At the README.MD, you say: "efficient data pre-processing: simple, fast and reproducible data pre-processing for the above public datasets as well as your own local datasets in CSV/JSON/text. "
But here:
https://github.com/huggingface/datasets/blob/master/templates/new_dataset_script.py#L82-L117
You menti... | 2021-08-04T18:05:23Z | https://github.com/huggingface/datasets/issues/1988 | {
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https://api.github.com/repos/huggingface/datasets/issues/1987/comments | https://api.github.com/repos/huggingface/datasets/issues/1987/timeline | 2022-10-05T13:12:26Z | null | completed | MDU6SXNzdWU4MjIzMDg5NTY= | closed | [] | null | 1,987 | {
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"It's reachable for the viewer and me, so I suppose it was down at that moment?"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | While testing the hotfix, I tried a random other wmt release and found wmt15 to be broken:
```
python -c 'from datasets import load_dataset; load_dataset("wmt15", "de-en")'
Downloading: 2.91kB [00:00, 818kB/s]
Downloading: 3.02kB [00:00, 897kB/s]
Downloading: 41.1kB [00:00, 19.1MB/s]
Downloading and preparing da... | 2022-10-05T13:12:26Z | https://github.com/huggingface/datasets/issues/1987 | {
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https://api.github.com/repos/huggingface/datasets/issues/1986/comments | https://api.github.com/repos/huggingface/datasets/issues/1986/timeline | 2021-03-04T14:31:07Z | null | completed | MDU6SXNzdWU4MjIxNzYyOTA= | closed | [] | null | 1,986 | {
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"caching issue, seems to work again.."
] | https://api.github.com/repos/huggingface/datasets | NONE | ~\.cache\huggingface\modules\datasets_modules\datasets\wmt14\43e717d978d2261502b0194999583acb874ba73b0f4aed0ada2889d1bb00f36e\wmt_utils.py in _split_generators(self, dl_manager)
758 # Extract manually downloaded files.
759 manual_files = dl_manager.extract(manual_paths_dict)
--> 760 e... | 2021-03-04T14:31:07Z | https://github.com/huggingface/datasets/issues/1986 | {
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https://api.github.com/repos/huggingface/datasets/issues/1985/comments | https://api.github.com/repos/huggingface/datasets/issues/1985/timeline | 2021-03-16T09:44:00Z | null | null | MDExOlB1bGxSZXF1ZXN0NTg0ODM4NjIw | closed | [] | false | 1,985 | {
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"@lhoestq, are the tests OK? Some other cases I missed? Do you agree with this approach?",
"I just tested this and it works like a charm :) \r\n\r\nHowever tokenizing and then setting the format to \"torch\" to feed the tokens into a model doesn't seem to work anymore, since the pytorch tensors have the int32/int... | https://api.github.com/repos/huggingface/datasets | MEMBER | Optimize int precision to reduce dataset file size.
Close #1973, close #1825, close #861. | 2021-03-22T12:04:40Z | https://github.com/huggingface/datasets/pull/1985 | {
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"Dummy data generation is deprecated now. Closing."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | As requested in #1981, we need tests for WMT datasets, using dummy data. | 2022-11-04T14:19:16Z | https://github.com/huggingface/datasets/issues/1984 | {
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https://api.github.com/repos/huggingface/datasets/issues/1983/comments | https://api.github.com/repos/huggingface/datasets/issues/1983/timeline | 2022-10-05T13:13:26Z | null | completed | MDU6SXNzdWU4MjE3NDYwMDg= | closed | [] | null | 1,983 | {
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"Hi,\r\n\r\nif you inspect the raw data, you can find there are 946 occurrences of `-DOCSTART- -X- -X- O` in the train split and `14041 + 946 = 14987`, which is exactly the number of sentences the authors report. `-DOCSTART-` is a special line that acts as a boundary between two different documents and is filtered ... | https://api.github.com/repos/huggingface/datasets | NONE | Thanks for the dataset sharing! But when I use conll-2003, I meet some questions.
The statistics of conll-2003 in this repo is :
\#train 14041 \#dev 3250 \#test 3453
While the official statistics is:
\#train 14987 \#dev 3466 \#test 3684
Wish for your reply~ | 2022-10-05T13:13:26Z | https://github.com/huggingface/datasets/issues/1983 | {
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"I validated that this fixed the problem, thank you, @albertvillanova!\r\n",
"still facing the same issue or similar:\r\nfrom datasets import load_dataset\r\nwtm14_test = load_dataset('wmt14',\"de-en\",cache_dir='./datasets')\r\n\r\n~\\.cache\\huggingface\\modules\\datasets_modules\\datasets\\wmt14\\43e717d978d22... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix #1981 | 2021-03-04T16:46:04Z | https://github.com/huggingface/datasets/pull/1982 | {
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"@stas00 Mea culpa... May I fix this tomorrow morning?",
"yes, of course, I reverted to the version before that and it works ;)\r\n\r\nbut since a new release was just made you will probably need to make a hotfix.\r\n\r\nand add the wmt to the tests?",
"Sure, I will implement a regression test!",
"@stas00 it ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | on master:
```
python -c 'from datasets import load_dataset; load_dataset("wmt14", "de-en")'
Downloading and preparing dataset wmt14/de-en (download: Unknown size, generated: Unknown size, post-processed: Unknown size, total: Unknown size) to /home/stas/.cache/huggingface/datasets/wmt14/de-en/1.0.0/43e717d978d226150... | 2021-03-04T14:16:47Z | https://github.com/huggingface/datasets/issues/1981 | {
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"Nice thanks for the change !\r\nThis looks all good to me\r\n\r\nBefore we merge can you just update the dataset_infos.json file of drop ? You can do it by running\r\n```\r\ndatasets-cli test ./datasets/drop --all_configs --save_infos --ignore_verifications\r\n```",
"Done!"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hello all,
I propose this change to the DROP loading script so that all answers are loaded no matter their type. Currently, only "span" answers are loaded, which excludes a significant amount of answers from drop (i.e. "number" and "date").
I updated the script with the version I use for my work. However, I could... | 2021-03-15T11:27:26Z | https://github.com/huggingface/datasets/pull/1980 | {
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"Thanks !\r\nNow to fix the CI the only thing left is to add a dummy `test-task-tc-template.out` file inside the `dummy_data.zip` at `./datasets/sem_eval_2020_task_11/dummy/1.1.0`\r\nIt must contain the labels template for each dummy article of the test set included in `dummy_data.zip`\r\n\r\nAfter that we should b... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | … dataset
- `article_id` is needed to create the submission file for the task at https://propaganda.qcri.org/semeval2020-task11/
- The `technique classification` task provides the span indices in a template for the test set that is necessary to complete the task. This PR implements processing of that template for t... | 2021-03-13T10:59:40Z | https://github.com/huggingface/datasets/pull/1979 | {
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"@lhoestq thank you very much for the quick review and useful comments! \r\n\r\nI have tried to address them all, and a few comments that you left for ro_sts I have applied to the ro_sts_parallel as well (in read-me: fixed source_datasets, links to homepage, repository, leaderboard, thanks to me message, in ro_sts_... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adding [RO-STS](https://github.com/dumitrescustefan/RO-STS) dataset | 2021-03-05T10:00:14Z | https://github.com/huggingface/datasets/pull/1978 | {
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"I sometimes also get this error with other languages of the same dataset:\r\n\r\n File \"/dara/libs/anaconda3/envs/code/lib/python3.7/site-packages/datasets-1.3.0-py3.7.egg/datasets/arrow_reader.py\", line 322, in read_table\r\n stream = stream_from(filename)\r\n File \"pyarrow/io.pxi\", line 782, in pyarrow.... | https://api.github.com/repos/huggingface/datasets | NONE | Hi
I am trying to run run_mlm.py code [1] of huggingface with following "wikipedia"/ "20200501.aa" dataset:
`python run_mlm.py --model_name_or_path bert-base-multilingual-cased --dataset_name wikipedia --dataset_config_name 20200501.aa --do_train --do_eval --output_dir /tmp/test-mlm --max_seq_l... | 2021-03-03T10:17:40Z | https://github.com/huggingface/datasets/issues/1977 | {
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cc @stas00 | 2021-03-03T15:45:31Z | https://github.com/huggingface/datasets/pull/1976 | {
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More info : https://github.com/sphinx-doc/sphinx/pull/2064
You can try here : https://29353-250213286-gh.circle-artifacts.com/0/docs/_build/html/index.html | 2021-03-04T10:44:12Z | https://github.com/huggingface/datasets/pull/1974 | {
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"Echo'ing this observation: I have a few datasets in the neighborhood of 2GB CSVs uncompressed, and when I use something like `Dataset.save_to_disk()` it's ~18GB on disk.\r\n\r\nIf this is unexpected behavior, would be happy to help run debugging as needed.",
"Thanks @ioana-blue for pointing out this problem (and... | https://api.github.com/repos/huggingface/datasets | NONE | I'm running several training jobs (around 10) with a relatively large dataset (3M samples). The datasets cache reached 178G and it seems really large. What is it stored in there and why is it so large? I don't think I noticed this problem before and seems to be related to the new version of the datasets library. Any in... | 2021-03-30T14:03:59Z | https://github.com/huggingface/datasets/issues/1973 | {
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"gist... | 'Dataset' object has no attribute 'rename_column' | https://api.github.com/repos/huggingface/datasets/issues/1972/events | null | https://api.github.com/repos/huggingface/datasets/issues/1972/labels{/name} | 2021-03-02T08:01:49Z | null | false | null | null | 819,752,761 | [] | https://api.github.com/repos/huggingface/datasets/issues/1972 | [
"Hi ! `rename_column` has been added recently and will be available in the next release"
] | https://api.github.com/repos/huggingface/datasets | NONE | 'Dataset' object has no attribute 'rename_column' | 2022-06-01T16:08:47Z | https://github.com/huggingface/datasets/issues/1972 | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/other_user}",... | Fix ArrowWriter closes stream at exit | https://api.github.com/repos/huggingface/datasets/issues/1971/events | null | https://api.github.com/repos/huggingface/datasets/issues/1971/labels{/name} | 2021-03-02T07:12:34Z | null | false | null | {
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"Oh nice thanks for adding the context manager ! All the streams and RecordBatchWriter will be properly closed now. Hopefully this gives a better experience on windows on which it's super important to close stuff.\r\n\r\nNot sure about the error, it looks like a process crashed silently.\r\nLet me take a look",
"... | https://api.github.com/repos/huggingface/datasets | MEMBER | Current implementation of ArrowWriter does not properly release the `stream` resource (by closing it) if its `finalize()` method is not called and/or an Exception is raised before/during the call to its `finalize()` method.
Therefore, ArrowWriter should be used as a context manager that properly closes its `stream` ... | 2021-03-10T16:36:57Z | https://github.com/huggingface/datasets/pull/1971 | {
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"gists_url": "htt... | Fixing the URL filtering for bad MLSUM examples in GEM | https://api.github.com/repos/huggingface/datasets/issues/1970/events | null | https://api.github.com/repos/huggingface/datasets/issues/1970/labels{/name} | 2021-03-02T01:22:58Z | null | false | null | {
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cc @sebastianGehrmann | 2021-03-02T03:19:06Z | https://github.com/huggingface/datasets/pull/1970 | {
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https://api.github.com/repos/huggingface/datasets/issues/1967/comments | https://api.github.com/repos/huggingface/datasets/issues/1967/timeline | 2021-03-02T17:25:00Z | null | null | MDExOlB1bGxSZXF1ZXN0NTgyMjc5OTEx | closed | [] | false | 1,967 | {
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... | Add Turkish News Category Dataset - 270K - Lite Version | https://api.github.com/repos/huggingface/datasets/issues/1967/events | null | https://api.github.com/repos/huggingface/datasets/issues/1967/labels{/name} | 2021-03-01T18:21:59Z | null | false | null | {
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"Thanks for the change, merging now !"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds the Turkish News Categories Dataset (270K - Lite Version) dataset which is a text classification dataset by me, @basakbuluz and @serdarakyol.
This dataset contains the same news from the current [interpress_news_category_tr dataset](https://huggingface.co/datasets/interpress_news_category_tr) but contains... | 2021-03-02T17:25:00Z | https://github.com/huggingface/datasets/pull/1967 | {
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https://api.github.com/repos/huggingface/datasets/issues/1966/comments | https://api.github.com/repos/huggingface/datasets/issues/1966/timeline | 2021-03-02T13:05:44Z | null | null | MDExOlB1bGxSZXF1ZXN0NTgyMjU2MzE0 | closed | [] | false | 1,966 | {
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"gists_url": "https:... | Fix metrics collision in separate multiprocessed experiments | https://api.github.com/repos/huggingface/datasets/issues/1966/events | null | https://api.github.com/repos/huggingface/datasets/issues/1966/labels{/name} | 2021-03-01T17:45:18Z | null | false | null | {
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"Since the failure was originally intermittent, there is no 100% telling that the problem is gone. \r\nBut if my artificial race condition setup https://github.com/huggingface/datasets/issues/1942#issuecomment-787124529 is to be the litmus test then the problem has been fixed, as with this PR branch that particular... | https://api.github.com/repos/huggingface/datasets | MEMBER | As noticed in #1942 , there's a issue with locks if you run multiple separate evaluation experiments in a multiprocessed setup.
Indeed there is a time span in Metric._finalize() where the process 0 loses its lock before re-acquiring it. This is bad since the lock of the process 0 tells the other process that the cor... | 2021-03-02T13:05:45Z | https://github.com/huggingface/datasets/pull/1966 | {
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https://api.github.com/repos/huggingface/datasets/issues/1965/comments | https://api.github.com/repos/huggingface/datasets/issues/1965/timeline | 2021-03-04T19:40:42Z | null | completed | MDU6SXNzdWU4MTg4MzM0NjA= | closed | [] | null | 1,965 | {
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"gists_url": "htt... | Can we parallelized the add_faiss_index process over dataset shards ? | https://api.github.com/repos/huggingface/datasets/issues/1965/events | null | https://api.github.com/repos/huggingface/datasets/issues/1965/labels{/name} | 2021-03-01T12:47:34Z | null | false | null | null | 818,833,460 | [] | https://api.github.com/repos/huggingface/datasets/issues/1965 | [
"Hi !\r\nAs far as I know not all faiss indexes can be computed in parallel and then merged. \r\nFor example [here](https://github.com/facebookresearch/faiss/wiki/Special-operations-on-indexes#splitting-and-merging-indexes) is is mentioned that only IndexIVF indexes can be merged.\r\nMoreover faiss already works us... | https://api.github.com/repos/huggingface/datasets | NONE | I am thinking of making the **add_faiss_index** process faster. What if we run the add_faiss_index process on separate dataset shards and then combine them before (dataset.concatenate) saving the faiss.index file ?
I feel theoretically this will reduce the accuracy of retrieval since it affects the indexing process... | 2021-03-04T19:40:56Z | https://github.com/huggingface/datasets/issues/1965 | {
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https://api.github.com/repos/huggingface/datasets/issues/1964/comments | https://api.github.com/repos/huggingface/datasets/issues/1964/timeline | 2022-10-05T13:09:47Z | null | completed | MDU6SXNzdWU4MTg2MjQ4NjQ= | closed | [] | null | 1,964 | {
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"gists_url"... | Datasets.py function load_dataset does not match squad dataset | https://api.github.com/repos/huggingface/datasets/issues/1964/events | null | https://api.github.com/repos/huggingface/datasets/issues/1964/labels{/name} | 2021-03-01T08:41:31Z | null | false | null | null | 818,624,864 | [] | https://api.github.com/repos/huggingface/datasets/issues/1964 | [
"Hi !\r\n\r\nTo fix 1, an you try to run this code ?\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nload_dataset(\"squad\", download_mode=\"force_redownload\")\r\n```\r\nMaybe the file your downloaded was corrupted, in this case redownloading this way should fix your issue 1.\r\n\r\nRegarding your 2nd poi... | https://api.github.com/repos/huggingface/datasets | NONE | ### 1 When I try to train lxmert,and follow the code in README that --dataset name:
```shell
python examples/question-answering/run_qa.py --model_name_or_path unc-nlp/lxmert-base-uncased --dataset_name squad --do_train --do_eval --per_device_train_batch_size 12 --learning_rate 3e-5 --num_train_epochs 2 --max_seq_len... | 2022-10-05T13:09:47Z | https://github.com/huggingface/datasets/issues/1964 | {
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https://api.github.com/repos/huggingface/datasets/issues/1963/comments | https://api.github.com/repos/huggingface/datasets/issues/1963/timeline | 2022-10-05T13:13:46Z | null | completed | MDU6SXNzdWU4MTgyODk5Njc= | closed | [] | null | 1,963 | {
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"gists_url"... | bug in SNLI dataset | https://api.github.com/repos/huggingface/datasets/issues/1963/events | null | https://api.github.com/repos/huggingface/datasets/issues/1963/labels{/name} | 2021-02-28T19:36:20Z | null | false | null | null | 818,289,967 | [] | https://api.github.com/repos/huggingface/datasets/issues/1963 | [
"Hi ! The labels -1 correspond to the examples without gold labels in the original snli dataset.\r\nFeel free to remove these examples if you don't need them by using\r\n```python\r\ndata = data.filter(lambda x: x[\"label\"] != -1)\r\n```"
] | https://api.github.com/repos/huggingface/datasets | NONE | Hi
There is label of -1 in train set of SNLI dataset, please find the code below:
```
import numpy as np
import datasets
data = datasets.load_dataset("snli")["train"]
labels = []
for d in data:
labels.append(d["label"])
print(np.unique(labels))
```
and results:
`[-1 0 1 2]`
version of datas... | 2022-10-05T13:13:46Z | https://github.com/huggingface/datasets/issues/1963 | {
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https://api.github.com/repos/huggingface/datasets/issues/1962/comments | https://api.github.com/repos/huggingface/datasets/issues/1962/timeline | 2021-03-03T16:37:50Z | null | null | MDExOlB1bGxSZXF1ZXN0NTgxNDQwNzM4 | closed | [] | false | 1,962 | {
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"gists_url"... | Fix unused arguments | https://api.github.com/repos/huggingface/datasets/issues/1962/events | null | https://api.github.com/repos/huggingface/datasets/issues/1962/labels{/name} | 2021-02-28T02:47:07Z | null | false | null | {
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"@lhoestq Re-added the arg. The ConnectionError in CI seems unrelated to this PR (the same test fails on master as well).",
"Thanks !\r\nI'm re-running the CI, maybe this was an issue with circleCI",
"Looks all good now, merged :)"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Noticed some args in the codebase are not used, so managed to find all such occurrences with Pylance and fix them. | 2021-03-11T02:18:17Z | https://github.com/huggingface/datasets/pull/1962 | {
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https://api.github.com/repos/huggingface/datasets/issues/1960/comments | https://api.github.com/repos/huggingface/datasets/issues/1960/timeline | 2021-03-23T15:26:49Z | null | null | MDExOlB1bGxSZXF1ZXN0NTgxNDMzOTY4 | closed | [] | false | 1,960 | {
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"gists_url"... | Allow stateful function in dataset.map | https://api.github.com/repos/huggingface/datasets/issues/1960/events | null | https://api.github.com/repos/huggingface/datasets/issues/1960/labels{/name} | 2021-02-28T01:29:05Z | null | false | null | {
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"@lhoestq Added a test. If you can come up with a better stateful callable, I'm all ears 😄. ",
"Sorry I said earlier that it was good to have it inside the loop, my mistake !",
"@lhoestq Okay, did some refactoring and now the \"cache\" part comes before the for loop. Thanks for the guidance.\r\n\r\nThink this... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Removes the "test type" section in Dataset.map which would modify the state of the stateful function. Now, the return type of the map function is inferred after processing the first example.
Fixes #1940
@lhoestq Not very happy with the usage of `nonlocal`. Would like to hear your opinion on this. | 2021-03-23T15:26:49Z | https://github.com/huggingface/datasets/pull/1960 | {
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https://api.github.com/repos/huggingface/datasets/issues/1959/comments | https://api.github.com/repos/huggingface/datasets/issues/1959/timeline | 2021-03-09T10:21:32Z | null | completed | MDU6SXNzdWU4MTgwNTU2NDQ= | closed | [] | null | 1,959 | {
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"Hi,\r\n\r\ntry `skiprows` instead. This part is not properly documented in the docs it seems.\r\n\r\n@lhoestq I'll fix this as part of a bigger PR that fixes typos in the docs."
] | https://api.github.com/repos/huggingface/datasets | NONE | Hello everyone,
I'm quite new to Git so sorry in advance if I'm breaking some ground rules of issues posting... :/
I tried to use the load_dataset function, from Huggingface datasets library, on a csv file using the skip_rows argument described on Huggingface page to skip the first row containing column names
`t... | 2021-03-09T10:21:32Z | https://github.com/huggingface/datasets/issues/1959 | {
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"Never mind, I ran it again and it worked this time. Strange."
] | https://api.github.com/repos/huggingface/datasets | NONE | I did
```
from datasets import load_dataset
dataset = load_dataset("xsum")
```
This returns
`ConnectionError: Couldn't reach http://bollin.inf.ed.ac.uk/public/direct/XSUM-EMNLP18-Summary-Data-Original.tar.gz` | 2021-02-27T21:50:16Z | https://github.com/huggingface/datasets/issues/1958 | {
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https://api.github.com/repos/huggingface/datasets/issues/1956/comments | https://api.github.com/repos/huggingface/datasets/issues/1956/timeline | 2021-03-01T17:24:42Z | null | completed | MDU6SXNzdWU4MTgwMTM3NDE= | closed | [] | null | 1,956 | {
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"You can pass the same `experiment_id` for all the metrics of the same group, and use another `experiment_id` for the other groups.\r\nMaybe we can add an environment variable that sets the default value for `experiment_id` ? What do you think ?",
"Ah, you're absolutely correct, @lhoestq - it's exactly the equiva... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ```
metric = load_metric('glue', 'mrpc', num_process=num_process, process_id=rank)
```
presumes that there is only one set of parallel processes running - and will intermittently fail if you have multiple sets running as they will surely overwrite each other. Similar to https://github.com/huggingface/datasets/issu... | 2021-03-01T17:24:42Z | https://github.com/huggingface/datasets/issues/1956 | {
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N.B. When referring to the library `datasets` in the docs it is typically used as a singular, and it definitely is a singular when written as "`datasets` library", that is "`datasets` library is ..." and no... | 2021-03-01T17:20:38Z | https://github.com/huggingface/datasets/pull/1955 | {
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"gists_url"... | add a new column | https://api.github.com/repos/huggingface/datasets/issues/1954/events | null | https://api.github.com/repos/huggingface/datasets/issues/1954/labels{/name} | 2021-02-26T18:17:27Z | null | false | {
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"Hi\r\nnot sure how change the lable after creation, but this is an issue not dataset request. thanks ",
"Hi ! Currently you have to use `map` . You can see an example of how to do it in this comment: https://github.com/huggingface/datasets/issues/853#issuecomment-727872188\r\n\r\nIn the future we'll add support ... | https://api.github.com/repos/huggingface/datasets | NONE | Hi
I'd need to add a new column to the dataset, I was wondering how this can be done? thanks
@lhoestq | 2021-04-29T14:50:43Z | https://github.com/huggingface/datasets/issues/1954 | {
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I also fixed some formatting issues in the docstrings | 2021-03-01T14:03:48Z | https://github.com/huggingface/datasets/pull/1953 | {
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"I never said the calls were hanging indefinitely, what we need is quite different - in the firewalled env with a network, there should be no network calls or they should fail instantly.\r\n\r\nTo make this work I suppose on top of this PR we need:\r\n1. `DATASETS_OFFLINE` env var to force set timeout to 0 globally... | https://api.github.com/repos/huggingface/datasets | MEMBER | As noticed in https://github.com/huggingface/datasets/issues/1939, timeouts were not properly handled when loading a dataset.
This caused the connection to hang indefinitely when working in a firewalled environment cc @stas00
I added a default timeout, and included an option to our offline environment for tests to... | 2021-03-01T14:29:24Z | https://github.com/huggingface/datasets/pull/1952 | {
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"@mariosasko This is kinda cool! "
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | One thing I've noticed while going through the codebase is the usage of `scripts` in `setup.py`. This [answer](https://stackoverflow.com/a/28119736/14095927) on SO explains it nicely why it's better to use `entry_points` instead of `scripts`. To add cross-platform support to the CLI, this PR replaces `scripts` with `en... | 2021-03-11T02:18:26Z | https://github.com/huggingface/datasets/pull/1951 | {
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2) added tags to README
3) updated a few fields of README
4) new dataset_infos.json and dummy files | 2021-03-01T11:08:30Z | https://github.com/huggingface/datasets/pull/1950 | {
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"gists_url"... | Enable Fast Filtering using Arrow Dataset | https://api.github.com/repos/huggingface/datasets/issues/1949/events | null | https://api.github.com/repos/huggingface/datasets/issues/1949/labels{/name} | 2021-02-26T02:53:37Z | null | false | null | null | 816,986,936 | [] | https://api.github.com/repos/huggingface/datasets/issues/1949 | [
"Hi @gchhablani :)\r\nThanks for proposing your help !\r\n\r\nI'll be doing a refactor of some parts related to filtering in the scope of https://github.com/huggingface/datasets/issues/1877\r\nSo I would first wait for this refactor to be done before working on the filtering. In particular because I plan to make th... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi @lhoestq,
As mentioned in Issue #1796, I would love to work on enabling fast filtering/mapping. Can you please share the expectations? It would be great if you could point me to the relevant methods/files involved. Or the docs or maybe an overview of `arrow_dataset.py`. I only ask this because I am having trouble... | 2021-02-26T19:18:29Z | https://github.com/huggingface/datasets/issues/1949 | {
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"These warnings are showed when there's a call to `.map` to say to the user that a dataset is reloaded from the cache instead of being recomputed.\r\nThey are warnings since we want to make sure the users know that it's not recomputed.",
"Thank you for explaining the intention, @lhoestq \r\n\r\n1. Could it be the... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | on master I get this with `--dataset_name wmt16 --dataset_config ro-en`:
```
WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/stas/.cache/huggingface/datasets/wmt16/ro-en/1.0.0/9dc00622c30446e99c4c63d12a484ea4fb653f2f37c867d6edcec839d7eae50f/cache-2e01bead8cf42e26.arrow
WARNING:datasets.arr... | 2023-07-12T17:19:30Z | https://github.com/huggingface/datasets/issues/1948 | {
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I added them to the documentation and added a paragraph on how to use them
You can preview the documentation [here](https://28862-250213286-gh.circle-artifacts.com/0/docs/_build/html/processing.html#renaming-r... | 2021-03-01T14:36:54Z | https://github.com/huggingface/datasets/pull/1947 | {
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"@lhoestq question about public API: `keep_in_memory` or just `in_memory`?",
"For consistence I'd say `keep_in_memory`, but no strong opinion.",
"@lhoestq done!"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Implement `Dataset.from_csv`.
Analogue to #1943.
If finally, the scripts should be used instead, at least we can reuse the tests here. | 2021-03-12T09:42:48Z | https://github.com/huggingface/datasets/pull/1946 | {
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"sorry my mistake, datasets were overwritten closing now, thanks a lot"
] | https://api.github.com/repos/huggingface/datasets | NONE | Hi
I am trying to concatenate a list of huggingface datastes as:
` train_dataset = datasets.concatenate_datasets(train_datasets)
`
Here is the `train_datasets` when I print:
```
[Dataset({
features: ['attention_mask', 'idx', 'input_ids', 'label', 'question1', 'question2', 'token_type_ids'],
num_rows... | 2021-02-25T13:20:35Z | https://github.com/huggingface/datasets/issues/1945 | {
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"I updated your suggestions. Thank you very much for your support. @lhoestq ",
"> Thanks for changing to ClassLabel :)\r\n> This is all good now !\r\n> \r\n> However I can see changes in other files than the ones for interpress_news_category_tr_lite, can you please fix that ?\r\n> To do so you can create another ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds the Turkish News Categories Dataset (270K - Lite Version) dataset which is a text classification dataset by me, @basakbuluz and @serdarakyol.
This dataset contains the same news from the current [interpress_news_category_tr dataset](https://huggingface.co/datasets/interpress_news_category_tr) but contai... | 2021-03-02T17:46:41Z | https://github.com/huggingface/datasets/pull/1944 | {
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"Thanks @lhoestq. I was trying to follow @thomwolf suggestion about integrating that script but as `from_json` method...\r\n> Note that I don't think this is necessary a breaking change, we can still keep the old scripts around\r\n\r\nDo you think there is a better way of doing it?\r\n\r\nI was trying to implement ... | https://api.github.com/repos/huggingface/datasets | MEMBER | Implement `Dataset.from_jsonl`. | 2021-03-18T09:42:08Z | https://github.com/huggingface/datasets/pull/1943 | {
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"Hi !\r\n\r\nThe cache at `~/.cache/huggingface/metrics` stores the users data for metrics computations (hence the arrow files).\r\n\r\nHowever python modules (i.e. dataset scripts, metric scripts) are stored in `~/.cache/huggingface/modules/datasets_modules`.\r\n\r\nIn particular the metrics are cached in `~/.cach... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | the original report was pretty bad and incomplete - my apologies!
Please see the complete version here: https://github.com/huggingface/datasets/issues/1942#issuecomment-786336481
------------
As mentioned here https://github.com/huggingface/datasets/issues/1939 metrics don't get cached, looking at my local `~/... | 2022-10-05T13:08:45Z | https://github.com/huggingface/datasets/issues/1942 | {
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"Thanks for reporting ! I'm taking a look",
"Index training was missing, I fixed it here: https://github.com/huggingface/datasets/commit/f5986c46323583989f6ed1dabaf267854424a521\r\n\r\nCan you try again please ?",
"Works great 👍 I just put a minor comment on the commit, I think you meant to pass the `train_siz... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi,
It looks like loading of FAISS index now fails when using index_name = 'exact'.
For example, from the RAG [model card](https://huggingface.co/facebook/rag-token-nq?fbclid=IwAR3bTfhls5U_t9DqsX2Vzb7NhtRHxJxfQ-uwFT7VuCPMZUM2AdAlKF_qkI8#usage).
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"Thanks for the report !\r\n\r\nCurrently we don't have a way to let the user easily disable this behavior.\r\nHowever I agree that we should support stateful processing functions, ideally by removing `does_function_return_dict`.\r\n\r\nWe needed this function in order to know whether the `map` functions needs to w... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi there!
In my codebase I have a function to filter rows in a dataset, selecting only a certain number of examples per class. The function passes a extra argument to maintain a counter of the number of dataset rows/examples already selected per each class, which are the ones I want to keep in the end:
```python
... | 2021-03-23T15:26:49Z | https://github.com/huggingface/datasets/issues/1940 | {
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"Thanks for reporting and for all the details and suggestions.\r\n\r\nI'm totally in favor of having a HF_DATASETS_OFFLINE env variable to disable manually all the connection checks, remove retries etc.\r\n\r\nMoreover you may know that the use case that you are mentioning is already supported from `datasets` 1.3.0... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This issue comes from a need to be able to run `datasets` in a firewalled env, which currently makes the software hang until it times out, as it's unable to complete the network calls.
I propose the following approach to solving this problem, using the example of `run_seq2seq.py` as a sample program. There are 2 pos... | 2021-03-05T05:09:54Z | https://github.com/huggingface/datasets/issues/1939 | {
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This was causing silent issues as in #1936 and breaking the conversion methods str2int and int2str.
cc @justin-yan | 2021-02-25T11:27:29Z | https://github.com/huggingface/datasets/pull/1938 | {
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"Facing the same issue for [Squad](https://huggingface.co/datasets/viewer/?dataset=squad) and [TriviaQA](https://huggingface.co/datasets/viewer/?dataset=trivia_qa) datasets as well.",
"We just fixed the issue, thanks for reporting !"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The page of the CommonGen data https://huggingface.co/datasets/viewer/?dataset=common_gen shows
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"Thanks ! could you maybe add a few tests in test_arrow_dataset.py to make sure from_pandas works as expected with categorical types ?\r\n\r\nIn particular I'm pretty sure that if you now try to `cast` the dataset to the same features at its current features, it will break instead of just being a no-op.\r\nThis is ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | @lhoestq - continuing our conversation from https://github.com/huggingface/datasets/issues/1906#issuecomment-784247014
The goal of this PR is to support `Dataset.from_pandas(df)` where the dataframe contains a Category.
Just the 4 line change below actually does seem to work:
```
>>> from datasets import Data... | 2022-03-09T18:46:22Z | https://github.com/huggingface/datasets/pull/1936 | {
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"@patrickvonplaten \r\nI removed the mp3 files, dummy_data is much smaller now!"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR adds the CoVoST2 dataset for speech translation and ASR.
https://github.com/facebookresearch/covost#covost-2
The dataset requires manual download as the download page requests an email address and the URLs are temporary.
The dummy data is a bit bigger because of the mp3 files and 36 configs. | 2021-02-24T18:09:32Z | https://github.com/huggingface/datasets/pull/1935 | {
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"Dataset added in release [1.5.0](https://github.com/huggingface/datasets/releases/tag/1.5.0), I think I can close this."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I am going to add SST:
- **Name:** The Stanford Sentiment Treebank
- **Description:** The first corpus with fully labeled parse trees that allows for a complete analysis of the compositional effects of sentiment in language
- **Paper:** [Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank... | 2021-03-18T17:51:44Z | https://github.com/huggingface/datasets/issues/1934 | {
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"Should we close this PR?",
"Yes, this one was mostly related to https://github.com/huggingface/datasets/issues/4542 but now I think the TF support is not needed at the moment.",
"What about enabling the Arrow IPC format through an environment variable/config? Would be very helpful to better interop. with other... | https://api.github.com/repos/huggingface/datasets | MEMBER | According to the [documentation](https://arrow.apache.org/docs/format/Columnar.html?highlight=arrow1#ipc-file-format), it's identical to the streaming format except that it contains the memory offsets of each sample:
> We define a “file format” supporting random access that is build with the stream format. The file ... | 2023-10-30T16:20:19Z | https://github.com/huggingface/datasets/pull/1933 | {
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"Hi, it seems I am somewhat stuck here. The failed test `ci/circleci: run_dataset_script_tests_pyarrow_1_WIN` seems to be caused by some broken connection (`ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host`). Any help on this is appreciated. \r\n\r\nEdit: Seems to... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Add a multilingual (machine translated and automatically generated) version of the LAMA benchmark. For details see the paper https://arxiv.org/pdf/2102.00894.pdf | 2021-03-01T10:01:03Z | https://github.com/huggingface/datasets/pull/1931 | {
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"Hi @JieyuZhao ! Have you had a chance to add the different configurations ?\r\nThanks again for your help on this !",
"> Hi @JieyuZhao ! Have you had a chance to add the different configurations ?\r\n> Thanks again for your help on this !\r\n\r\nHi @lhoestq Yes, I've updated the code. Now the configuration will... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Updated the wino_bias.py script.
- updated the data_url
- added different configurations for different data splits
- added the coreference_cluster to the data features | 2021-04-07T15:24:56Z | https://github.com/huggingface/datasets/pull/1930 | {
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"@lhoestq Thanks for the quick review.",
"I merged master to this branch to re-run the CI before merging :)"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR:
* improves typing (mostly more consistent use of `typing.Optional`)
* `DatasetDict.cleanup_cache_files` now correctly returns a dict
* replaces `dict()` with the corresponding literal
* uses `dict_to_copy.copy()` instead of `dict(dict_to_copy)` for shallow copying | 2021-02-24T16:16:14Z | https://github.com/huggingface/datasets/pull/1929 | {
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"Thanks @JieyuZhao.\r\n\r\nI think this PR was superseded by your other PRs:\r\n- #1930\r\n- #2152 \r\n\r\nI'm closing this."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Updated the info for the wino_bias dataset. | 2022-09-23T13:35:09Z | https://github.com/huggingface/datasets/pull/1927 | {
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The scalar quantizer SQ8 doesn't reduce the performance of the index as shown in retrieval experiments on RAG.
The quantizer reduces the size of the index a lot but increases index b... | 2021-02-22T15:49:54Z | https://github.com/huggingface/datasets/pull/1926 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 813,600,902 | [] | https://api.github.com/repos/huggingface/datasets/issues/1925 | [
"Hi @lhoestq ,\r\n\r\nI am running into an issue now when trying to run RAG. Running exactly as described [here](https://huggingface.co/facebook/rag-token-nq?fbclid=IwAR3bTfhls5U_t9DqsX2Vzb7NhtRHxJxfQ-uwFT7VuCPMZUM2AdAlKF_qkI8#usage) I get the error below. Wondering if it's related to this.\r\n\r\nRunning Transfor... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix the bugs noticed in #1915
There was a bug when `with_embeddings=False` where the configuration name was the same as if `with_embeddings=True`, which led the dataset builder to do bad verifications (for example it used to expect to download the embeddings for `with_embeddings=False`).
Another issue was that s... | 2021-02-25T01:33:48Z | https://github.com/huggingface/datasets/pull/1925 | {
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"Hi !\r\nI guess you can add a dataset without the fields that must be kept anonymous, and then update those when the anonymity period is over.\r\nYou can also make the PR from an anonymous org.\r\nPinging @yjernite just to make sure it's ok",
"Hello,\r\nI would prefer to do the reverse: adding a link to an anony... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hello,
Thanks a lot for your librairy.
We plan to submit a paper on OpenReview using the Anonymous setting. Is it possible to add a new dataset without breaking the anonimity, with a link to the paper ?
Cheers
@eusip | 2022-10-05T13:07:11Z | https://github.com/huggingface/datasets/issues/1924 | {
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I added... | 2021-02-22T11:22:44Z | https://github.com/huggingface/datasets/pull/1923 | {
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"Hi @JieyuZhao !\r\n\r\nYou can edit the dataset card of wino_bias to update the URL via a Pull Request. This would be really appreciated :)\r\n\r\nThe dataset card is the README.md file you can find at https://github.com/huggingface/datasets/tree/master/datasets/wino_bias\r\nAlso the homepage url is also mentioned... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi all,
Thanks for the efforts to collect all the datasets! But I think there is a problem with the wino_bias dataset. The current link is not correct. How can I update that?
Thanks! | 2021-02-22T10:35:59Z | https://github.com/huggingface/datasets/issues/1922 | {
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"@lhoestq - apologies for the multiple PRs, my previous one (#1905) got mangled due to some merge conflicts that I had trouble resolving so I just cherry-picked my changes onto a fresh branch here."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR follows up on discussion in #1900 to have an explicit set of basic dtypes for datasets.
This moves away from str(pyarrow.DataType) as the method of choice for creating dtypes, favoring an explicit mapping to a list of supported Value dtypes.
I believe in practice this should be backward compatible, since ... | 2021-02-22T09:44:10Z | https://github.com/huggingface/datasets/pull/1921 | {
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"So I was curious why the issue reported at #1919 wasn't caught in [this test](https://github.com/huggingface/datasets/blob/248104c4bdb2e01c036b7578867199191fbff181/tests/test_arrow_dataset.py#L209), so I did some digging.\r\nI tried to save to a temporary directory (just like in the test), like this:\r\n```python\... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixes #1919
| 2021-02-22T10:30:11Z | https://github.com/huggingface/datasets/pull/1920 | {
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"Hi thanks for reporting and for proposing a fix :)\r\n\r\nI just merged a fix, feel free to try it from the master branch !",
"Closing since this has been fixed by #1923"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | When I try to save a dataset locally using the `save_to_disk` method I get the error:
```bash
FileNotFoundError: [Errno 2] No such file or directory: '/content/squad/train/squad-train.arrow'
```
To replicate:
1. Install `datasets` from master
2. Run this code:
```python
from datasets import load... | 2021-03-03T17:40:27Z | https://github.com/huggingface/datasets/issues/1919 | {
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"upgraded to php 3.9.2 and it works!"
] | https://api.github.com/repos/huggingface/datasets | NONE | Windows 10
Php 3.6.8
when running
```
import datasets
oscar_am = datasets.load_dataset("oscar", "unshuffled_deduplicated_am")
print(oscar_am["train"][0])
```
I get the following error
```
file "C:\PYTHON\3.6.8\lib\encodings\cp1252.py", line 23, in decode
return codecs.charmap_decode(input,self.er... | 2021-02-19T22:41:11Z | https://github.com/huggingface/datasets/issues/1917 | {
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"Hmmm this one broke master. I'm fixing it.\r\n\r\nMaybe because your branch was outdated ?",
"Sorry @lhoestq, I forgot to update the imports... :/",
"It's fine, the CI should have caught this tbh. Not sure why it did't fail"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Remove unused/unnecessary py_utils functions/classes. | 2021-02-22T14:56:56Z | https://github.com/huggingface/datasets/pull/1916 | {
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"Thanks for reporting ! This is a bug. For now feel free to set `ignore_verifications=False` in `load_dataset`.\r\nI'm working on a fix",
"I just merged a fix :)\r\n\r\nWe'll do a patch release soon. In the meantime feel free to try it from the master branch\r\nThanks again for reporting !",
"Closing since this... | https://api.github.com/repos/huggingface/datasets | NONE | I am trying to download the `wiki_dpr` dataset. Specifically, I want to download `psgs_w100.multiset.no_index` with no embeddings/no index. In order to do so, I ran:
`curr_dataset = load_dataset("wiki_dpr", embeddings_name="multiset", index_name="no_index")`
However, I got the following error:
`datasets.utils.i... | 2021-03-03T17:40:48Z | https://github.com/huggingface/datasets/issues/1915 | {
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https://api.github.com/repos/huggingface/datasets/issues/1914/comments | https://api.github.com/repos/huggingface/datasets/issues/1914/timeline | 2021-02-21T19:48:03Z | null | null | MDExOlB1bGxSZXF1ZXN0NTc2NTYyNTkz | closed | [] | false | 1,914 | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/other_user}",... | Fix logging imports and make all datasets use library logger | https://api.github.com/repos/huggingface/datasets/issues/1914/events | null | https://api.github.com/repos/huggingface/datasets/issues/1914/labels{/name} | 2021-02-19T16:12:34Z | null | false | null | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 812,149,201 | [] | https://api.github.com/repos/huggingface/datasets/issues/1914 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix library relative logging imports and make all datasets use library logger. | 2021-02-21T19:48:03Z | https://github.com/huggingface/datasets/pull/1914 | {
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https://api.github.com/repos/huggingface/datasets/issues/1913/comments | https://api.github.com/repos/huggingface/datasets/issues/1913/timeline | 2021-02-19T18:36:11Z | null | null | MDExOlB1bGxSZXF1ZXN0NTc2NTQ0NjQw | closed | [] | false | 1,913 | {
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"Just so I understand how it can be used in practice, do you have an example showing how to load a text dataset with this option?",
"Sure ! Here is an example:\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nload_dataset(\"text\", keep_linebreaks=True, data_files=...)\r\n```\r\n\r\nI'll update the docume... | https://api.github.com/repos/huggingface/datasets | MEMBER | As asked in #870 and https://github.com/huggingface/transformers/issues/10269 there should be a parameter to keep the linebreaks when loading a text dataset.
cc @sgugger @jncasey | 2021-02-19T18:36:12Z | https://github.com/huggingface/datasets/pull/1913 | {
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