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] | https://api.github.com/repos/huggingface/datasets | MEMBER | The dev version that ends in `.dev0` should be greater than the current version.
However it happens that `1.8.0 > 1.8.0.dev0` for example.
Therefore we need to use `1.8.1.dev0` for example in this case.
I updated the dev version to use `1.8.1.dev0`, and I also added a comment in the setup.py in the release steps a... | 2021-06-22T09:47:10Z | https://github.com/huggingface/datasets/pull/2531 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR adds a task template for text summarization. As far as I can tell, we do not need to distinguish between "extractive" or "abstractive" summarization - both can be handled with this template.
Usage:
```python
from datasets import load_dataset
from datasets.tasks import Summarization
ds = load_dataset(... | 2021-06-23T14:22:11Z | https://github.com/huggingface/datasets/pull/2529 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
In the transformers library you can set the verbosity level to logging.NOTSET to work around the usage of tqdm and IPywidgets, however in Datasets this is no longer possible. This is because transformers set the verbosity level of tqdm with [this](https://github.com/huggingface/transformers/blob/b5... | 2021-06-24T14:42:47Z | https://github.com/huggingface/datasets/issues/2528 | {
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This resulted in unexpected results when searching for datasets bigger than 1M on the hub, since it was only showing the ones with the tag `n>1M`. | 2021-06-21T15:06:50Z | https://github.com/huggingface/datasets/pull/2527 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** COCO
- **Description:** COCO is a large-scale object detection, segmentation, and captioning dataset.
- **Paper + website:** https://cocodataset.org/#home
- **Data:** https://cocodataset.org/#download
- **Motivation:** It would be great to have COCO available in HuggingFace datasets... | 2023-06-22T14:12:18Z | https://github.com/huggingface/datasets/issues/2526 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats.
Note: this affects only TESTS_REQUIRE so I guess only developers not end users. | 2021-06-21T10:01:13Z | https://github.com/huggingface/datasets/pull/2525 | {
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Dataset: emotion
Homepage: https://github.com/dair-ai/emotion_dataset
Dataset: https://github.com/huggingface/datasets/blob/master/datasets/emotion/emotion.py
Permalink: https://huggingface.co/datasets/viewer/?dataset=emotion
Emotion is a dataset of English Twitter messages with eight b... | 2023-01-02T12:04:58Z | https://github.com/huggingface/datasets/issues/2522 | {
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## Text classification
* [hatexplain](https://huggingface.co/datasets/hatexplain): ostensibly a form of text classification, but not in the standard `(text, target)` ... | 2023-07-20T13:20:32Z | https://github.com/huggingface/datasets/issues/2520 | {
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Notes:
* I could not test the tydiqa implementation since I don't have enough disk space 😢 . But I am confident the template works :)
* there exist other datasets like `fquad` and `mlqa` which are candida... | 2021-06-18T15:01:17Z | https://github.com/huggingface/datasets/pull/2518 | {
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i find myself more and more relying on datasets just to do all the preprocessing. One thing however, for removing duplicated rows, I couldn't find out how and am always converting datasets to pandas to do that..
**Describe the solution you'd like*... | 2024-01-25T14:27:59Z | https://github.com/huggingface/datasets/issues/2514 | {
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A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
seqeval = load_metric("seqeval")
seqeval.compute(predictions=[['A']], references=[['A']])
```
## Expected results
The function computes a dict with ... | 2021-06-17T15:46:07Z | https://github.com/huggingface/datasets/issues/2512 | {
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- **Name:** *C4*
- **Description:** *https://github.com/allenai/allennlp/discussions/5056*
- **Paper:** *https://arxiv.org/abs/1910.10683*
- **Data:** *https://huggingface.co/datasets/allenai/c4*
- **Motivation:** *Used a lot for pretraining*
Instructions to add a new dataset can be found [h... | 2021-07-05T12:36:58Z | https://github.com/huggingface/datasets/issues/2511 | {
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In this PR I also added `DatasetDict.align_labels_with_mapping` | 2021-06-17T10:45:25Z | https://github.com/huggingface/datasets/pull/2510 | {
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I fixed that by setting the fingerprint to be the hash of:
- the relative cache dir (dataset_name/version/config_id)
- the requested split
Close #2496
I had to fix an issue with the filelock filename that was too long (>255). It prevented t... | 2021-06-21T15:05:04Z | https://github.com/huggingface/datasets/pull/2509 | {
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Yes - we would like to load an image classification dataset with datasets without having to write a custom data loader.
**Describe the solution you'd like**
Given a folder structure with images of each class in each folder, the ability to load th... | 2022-03-01T16:29:44Z | https://github.com/huggingface/datasets/issues/2508 | {
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Close #2366. | 2021-06-16T10:47:49Z | https://github.com/huggingface/datasets/pull/2507 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds a course banner similar to the one you can now see in the [Transformers repo](https://github.com/huggingface/transformers) that links to the course. Let me know if placement seems right to you or not, I can move it just below the badges too. | 2021-06-15T16:25:36Z | https://github.com/huggingface/datasets/pull/2506 | {
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This could make the numpy/torch/tf/jax formatting faster | 2021-06-28T09:53:39Z | https://github.com/huggingface/datasets/pull/2505 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
SubjQA seems to have a boolean that's consistently wrong.
It defines:
- question_subj_level: The subjectiviy level of the question (on a 1 to 5 scale with 1 being the most subjective).
- is_ques_subjective: A boolean subjectivity label derived from question_subj_level (i.e., scores below 4 are... | 2021-08-25T03:52:06Z | https://github.com/huggingface/datasets/issues/2503 | {
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I just added the "jax" formatting, as we already have for pytorch, tensorflow, numpy (and also pandas and arrow).
It does pretty much the same thing as the pytorch formatter except it creates jax.numpy.ndarray objects.
```python
from datasets import Dataset
d = Dataset.from_dict({"foo": [[0., 1., 2.]]})... | 2021-06-21T16:15:50Z | https://github.com/huggingface/datasets/pull/2502 | {
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Close #2472. | 2021-06-14T16:49:42Z | https://github.com/huggingface/datasets/pull/2501 | {
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TODOs:
- [x] Add docstring and entry in the docs
- [x] Add tests
Closes #2484
| 2021-07-09T00:08:16Z | https://github.com/huggingface/datasets/pull/2500 | {
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- **Name:** Python Programming Puzzles
- **Description:** Programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis
- **Paper:** https://arxiv.org/pdf/2106.05784.pdf
- **Data:** https://github.com/microsoft/PythonProgrammingPuzzles ([Scro... | 2021-06-15T18:14:14Z | https://github.com/huggingface/datasets/issues/2499 | {
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It would be great, if possible, to further improve read performance of raw encoded datasets and their subsequent conversion to torch tensors.
A bit more background. I am working on LM pre-training using HF ecosystem. We use encoded HF Wikipedia an... | 2022-07-15T17:12:04Z | https://github.com/huggingface/datasets/issues/2498 | {
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This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4.
In relation with PR #2461 and #2490.
cc: @lhoestq, @abhi1thakur, @SBrandeis | 2021-06-15T18:06:18Z | https://github.com/huggingface/datasets/pull/2497 | {
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However the fingerprint seems to change when someone moves the cache directory of the dataset.
This is because it uses the default fingerprint generation:
1. the dataset path is used to get the fingerprint
2. the modification times of the arrow file... | 2021-06-21T15:05:03Z | https://github.com/huggingface/datasets/issues/2496 | {
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- How to make datasets the fastest
- How to make datasets take the less RAM
- How to make datasets take the less hard drive mem
cc: @thomwolf
| 2024-01-20T19:48:38Z | https://github.com/huggingface/datasets/issues/2494 | {
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Here is my PR for the text classification dataset in Mongolian.
Please do let me know in case you have anything to clarify.
Thanks & Regards,
Enod | 2021-06-22T09:49:04Z | https://github.com/huggingface/datasets/pull/2492 | {
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Close #2489. | 2021-07-06T16:54:52Z | https://github.com/huggingface/datasets/pull/2490 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | Hi there!
I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` lib.
1) There ... | 2022-10-03T09:38:18Z | https://github.com/huggingface/datasets/pull/2486 | {
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> My suggestion for this would be to have this enabled by default.
>
> Plus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered b... | 2021-06-11T18:54:25Z | https://github.com/huggingface/datasets/issues/2485 | {
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```python
from datasets import load_dataset_builder
dataset_name = "openwebtext"
builder = load_dataset_builder(dataset_name)
print(builder.cache_dir)
``` | 2021-07-05T10:45:57Z | https://github.com/huggingface/datasets/issues/2484 | {
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However calling gc.collect too often causes significant slow downs (the CI run time doubled).
So I just m... | 2021-06-18T19:25:06Z | https://github.com/huggingface/datasets/pull/2483 | {
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They were due to open arrow files not properly closed by pyarrow.
Since https://github.com/huggin... | 2021-06-11T15:11:51Z | https://github.com/huggingface/datasets/pull/2482 | {
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TODO:
- [x] Set configurable extracted datasets path: #2487
- [x] Set configurable downloaded datasets path: #2488
- [ ] Set configurable "incomplete" datasets path? | 2021-06-15T14:23:49Z | https://github.com/huggingface/datasets/issues/2480 | {
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To-Do: Update README.md and add YAML tags | 2021-07-30T12:57:54Z | https://github.com/huggingface/datasets/pull/2476 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows).
I am using the next code line
dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10))
The above code result with the same sentence duplicated ten times.
It al... | 2021-06-13T08:13:50Z | https://github.com/huggingface/datasets/issues/2475 | {
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When using Google Colab big datasets can be an issue, as they won't fit on the VM's disk. Therefore mounting google drive could be a possible solution. Unfortunatly when loading my own dataset by using the _load_from_disk_ function, the data gets cache... | 2022-02-16T14:55:01Z | https://github.com/huggingface/datasets/issues/2474 | {
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To-Do: Update README.md and add YAML tags | 2021-07-29T11:56:19Z | https://github.com/huggingface/datasets/pull/2473 | {
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I have contacted Zenodo support to fix this issue.
TODO:
- [x] Check with Zenodo to fix the issue
- [x] Check BibTeX entry is right | 2021-06-14T16:49:42Z | https://github.com/huggingface/datasets/issues/2472 | {
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```
PermissionError: [WinError 32] The process cannot access the file because it is being used by another process
``` | 2021-06-11T15:11:50Z | https://github.com/huggingface/datasets/issues/2471 | {
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https://api.github.com/repos/huggingface/datasets/issues/2470/comments | https://api.github.com/repos/huggingface/datasets/issues/2470/timeline | 2021-07-01T09:11:13Z | null | completed | MDU6SXNzdWU5MTY3MjQyNjA= | closed | [] | null | 2,470 | {
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Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`.
I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure whether the issue is on my end, because it's difficult for me to debug! Any ti... | 2021-07-01T09:34:54Z | https://github.com/huggingface/datasets/issues/2470 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The structure is change such that each example is a sentence
The change is done for issues:
#2061
#2444
Close #2061 , close #2444. | 2021-06-18T11:55:09Z | https://github.com/huggingface/datasets/pull/2466 | {
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@lhoestq , can you please review | 2021-06-14T14:59:05Z | https://github.com/huggingface/datasets/pull/2465 | {
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After this change, the `README.md` now reflects the content of `dataset_infos.json`.
Signed-off-by: Matteo Manica <drugilsberg@gmail.com> | 2021-06-09T10:15:46Z | https://github.com/huggingface/datasets/pull/2464 | {
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Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq. | 2021-06-10T12:49:56Z | https://github.com/huggingface/datasets/pull/2463 | {
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- It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset.
- The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical" end users.
- A user expects... | 2023-08-16T09:34:34Z | https://github.com/huggingface/datasets/issues/2462 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | There is this issue in pyarrow:
```python
import pyarrow as pa
arr = pa.array([[i * 10] for i in range(4)])
arr.cast(pa.list_(pa.int32())) # works
arr = arr.slice(1)
arr.cast(pa.list_(pa.int32())) # fails
# ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented")
```
Howev... | 2021-06-08T17:56:24Z | https://github.com/huggingface/datasets/pull/2461 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now.
@zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py`
## Steps to reproduce the bug
```python
from datasets impo... | 2021-06-10T08:31:09Z | https://github.com/huggingface/datasets/issues/2459 | {
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We see 2 clear use cases of Datasets:
- the "canonical" way, where you can work with very large datasets, as they are memory-mapped and cached (after every transformation)
- some edge cases (speed benchmarks, inter... | 2021-06-08T18:57:11Z | https://github.com/huggingface/datasets/issues/2458 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR adds a helper function to align the `label2id` mapping between a `datasets.Dataset` and a classifier (e.g. a transformer with a `PretrainedConfig.label2id` dict), with the alignment performed on the dataset itself.
This will help us with the Hub evaluation, where we won't know in advance whether a model that... | 2022-01-12T08:57:41Z | https://github.com/huggingface/datasets/pull/2457 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #2449
@lhoestq Should I revert to the old `dummy/1.0.0` or delete it and keep only `dummy/1.1.0`? | 2021-06-14T15:35:25Z | https://github.com/huggingface/datasets/pull/2455 | {
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cc: @stas00, huggingface/transformers#12056 | 2021-06-07T20:43:46Z | https://github.com/huggingface/datasets/pull/2454 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | When loading a Dataset from a JSON file whose column names are not sorted alphabetically, we should get the same column name order, whether we pass features (in the same order as in the file) or not.
I found this issue while working on #2366. | 2021-06-15T18:05:36Z | https://github.com/huggingface/datasets/pull/2453 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of import... | 2021-06-07T14:34:32Z | https://github.com/huggingface/datasets/issues/2452 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | Hi, I'm having the following issue when I try to load the `blue` metric.
```shell
import datasets
metric = datasets.load_metric('blue')
Traceback (most recent call last):
File "/home/irfan/environments/Perplexity_Transformers/lib/python3.6/site-packages/datasets/load.py", line 320, in prepare_module
local... | 2021-06-07T10:46:15Z | https://github.com/huggingface/datasets/issues/2450 | {
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I faced a bug while trying to fix this. Documenting the solution here. Maybe we can add it to the doc (`CONTRIBUTING.md` and `ADD_NEW_DATASET.md`).
> And to make the command work without the ExpectedMoreDownloadedFiles error, you just need to ... | 2021-06-07T15:16:21Z | https://github.com/huggingface/datasets/pull/2449 | {
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"gists_url"... | Fix flores download link | https://api.github.com/repos/huggingface/datasets/issues/2448/events | null | https://api.github.com/repos/huggingface/datasets/issues/2448/labels{/name} | 2021-06-05T17:30:24Z | null | false | null | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When loading the adversarial_qa dataset the 'test' portion has no answers. Only the 'train' and 'validation' portions do. This occurs with all four of the configs ('adversarialQA', 'dbidaf', 'dbert', 'droberta')
## Steps to reproduce the bug
```
from datasets import load_dataset
examples ... | 2021-06-07T11:13:07Z | https://github.com/huggingface/datasets/issues/2447 | {
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| 2021-06-04T18:56:47Z | https://github.com/huggingface/datasets/issues/2446 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I was browsing through annotation guidelines, as suggested by the datasets introduction.
The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend... | 2021-06-18T11:53:43Z | https://github.com/huggingface/datasets/issues/2444 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | As discussed on Slack, I have manually checked for ~100 datasets that they have at least one subset in English. This information was missing so adding into the READMEs.
Note that I didn't check all the subsets so it's possible that some of the datasets have subsets in other languages than English... | 2021-06-04T09:51:40Z | https://github.com/huggingface/datasets/pull/2442 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Ever since today, I have been getting a DuplicatedKeysError while trying to load my dataset from my own script.
Error returned when running this line: `dataset = load_dataset('/content/drive/MyDrive/Thesis/Datasets/book_preprocessing/goodreads_maharjan_trimmed_and_nered/goodreadsnered.py')`
Note ... | 2021-06-04T23:50:03Z | https://github.com/huggingface/datasets/issues/2441 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included:
```
dataset_name = 'arcd'
@pytest.m... | 2021-06-09T09:06:31Z | https://github.com/huggingface/datasets/issues/2440 | {
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cc @thomwolf | 2021-06-15T16:03:23Z | https://github.com/huggingface/datasets/pull/2439 | {
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To fix that I re-order the features based on the arrow schema:
```python
inferred_fe... | 2021-06-04T09:02:31Z | https://github.com/huggingface/datasets/pull/2438 | {
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**Edit**:
In addition to those changes, I'll be updating the `ReadMe` as follows:
Currently, `Section` has separate parsing and validation error lists. In `.validate()`, we add these lists to the final lists and throw errors.
One way to make `ReadMe` consistent... | 2021-06-14T13:23:27Z | https://github.com/huggingface/datasets/pull/2436 | {
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* 1 config
* A schema that matches the `squad` one (i.e. same column names, especially for the nested `answers` column because the current implementation does not support casting with mismatched columns. see #2434)
* Less than 20... | 2021-06-03T14:34:30Z | https://github.com/huggingface/datasets/pull/2435 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently the `QuestionAnsweringExtractive` task template and `preprare_for_task` only support "flat" features. We should extend the functionality to cover QA datasets like:
* `iapp_wiki_qa_squad`
* `parsinlu_reading_comprehension`
where the nested features differ with those from `squad` and trigger an `ArrowNot... | 2022-10-05T17:06:28Z | https://github.com/huggingface/datasets/issues/2434 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixes #2431 | 2021-06-01T08:52:11Z | https://github.com/huggingface/datasets/pull/2433 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | For some reason we end up with this error in the linux CI when running pip install .[tests]
```
pip._vendor.resolvelib.resolvers.InconsistentCandidate: Provided candidate AlreadyInstalledCandidate(six 1.16.0 (/usr/local/lib/python3.6/site-packages)) does not satisfy SpecifierRequirement('six>1.9'), SpecifierRequireme... | 2021-05-31T13:17:07Z | https://github.com/huggingface/datasets/pull/2432 | {
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https://api.github.com/repos/huggingface/datasets/issues/2431/comments | https://api.github.com/repos/huggingface/datasets/issues/2431/timeline | 2021-06-01T08:52:11Z | null | completed | MDU6SXNzdWU5MDc0MTM2OTE= | closed | [] | null | 2,431 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
dataset = load_dataset('adversarial_qa', 'adversarialQA')
```
## Expected results
The dataset should be loaded into memory
## Actual results
>DuplicatedKeysError: FAILURE TO GENERATE DATASET ... | 2021-06-01T08:54:03Z | https://github.com/huggingface/datasets/issues/2431 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | As pointed out by @lhoestq in #2411, after the creation of the Zenodo DOI for Datasets, a new BibTeX entry is created with each release.
This PR adds a version-specific BibTeX entry, besides the existing one which is generic for the project.
See version-specific BibTeX entry here: https://zenodo.org/record/481776... | 2021-06-08T07:53:22Z | https://github.com/huggingface/datasets/pull/2430 | {
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