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https://github.com/huggingface/datasets/issues/3830 | 3,830 | Got error when load cnn_dailymail dataset | {
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"Was able to reproduce the issue on Colab; full logs below. \r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotADirectoryError Traceback (most recent call last)\r\n[<ipython-input-2-39967739ba7f>](https://localhost:8080/#) in <module>()\r\n 1... | 2022-03-05T01:43:12Z | 2022-03-07T06:53:41Z | 2022-03-07T06:53:41Z | NONE | null | null | When using datasets.load_dataset method to load cnn_dailymail dataset, got error as below:
- windows os: FileNotFoundError: [WinError 3] 系统找不到指定的路径。: 'D:\\SourceCode\\DataScience\\HuggingFace\\Data\\downloads\\1bc05d24fa6dda2468e83a73cf6dc207226e01e3c48a507ea716dc0421da583b\\cnn\\stories'
- google colab: NotADirec... | {
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https://github.com/huggingface/datasets/issues/3829 | 3,829 | [📄 Docs] Create a `datasets` performance guide. | {
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"Hi ! Yes this is definitely something we'll explore, since optimizing processing pipelines can be challenging and because performance is key here: we want anyone to be able to play with large-scale datasets more easily.\r\n\r\nI think we'll start by documenting the performance of the dataset transforms we provide,... | 2022-03-05T00:28:06Z | 2022-03-10T16:24:27Z | null | NONE | null | null | ## Brief Overview
Downloading, saving, and preprocessing large datasets from the `datasets` library can often result in [performance bottlenecks](https://github.com/huggingface/datasets/issues/3735). These performance snags can be challenging to identify and to debug, especially for users who are less experienced with... | null | {
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https://github.com/huggingface/datasets/issues/3828 | 3,828 | The Pile's _FEATURE spec seems to be incorrect | {
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"Hi @dlwh, thanks for reporting.\r\n\r\nPlease note, that the source data files for \"all\" config are different from the other configurations.\r\n\r\nThe \"all\" config contains the official Pile data files, from https://mystic.the-eye.eu/public/AI/pile/\r\nAll data examples contain a \"meta\" dict with a single \... | 2022-03-04T21:25:32Z | 2022-03-08T09:30:49Z | 2022-03-08T09:30:48Z | NONE | null | null | ## Describe the bug
If you look at https://huggingface.co/datasets/the_pile/blob/main/the_pile.py:
For "all"
* the pile_set_name is never set for data
* there's actually an id field inside of "meta"
For subcorpora pubmed_central and hacker_news:
* the meta is specified to be a string, but it's actually a di... | {
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https://github.com/huggingface/datasets/pull/3827 | 3,827 | Remove deprecated `remove_columns` param in `filter` | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3827). All of your documentation changes will be reflected on that endpoint."
] | 2022-03-04T17:23:26Z | 2022-03-07T12:37:52Z | 2022-03-07T12:37:51Z | COLLABORATOR | false | {
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https://github.com/huggingface/datasets/pull/3826 | 3,826 | Add IterableDataset.filter | {
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"Indeed ! If `batch_size` is `None` or `<=0` then the full dataset should be passed. It's been mentioned in the docs for a while but never actually ... | 2022-03-04T16:57:23Z | 2022-03-09T17:23:13Z | 2022-03-09T17:23:11Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | _Needs https://github.com/huggingface/datasets/pull/3801 to be merged first_
I added `IterableDataset.filter` with an API that is a subset of `Dataset.filter`:
```python
def filter(self, function, batched=False, batch_size=1000, with_indices=false, input_columns=None):
```
TODO:
- [x] tests
- [x] docs
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https://github.com/huggingface/datasets/pull/3825 | 3,825 | Update version and date in Wikipedia dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | CC: @geohci | {
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https://github.com/huggingface/datasets/pull/3824 | 3,824 | Allow not specifying feature cols other than `predictions`/`references` in `Metric.compute` | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix #3818 | {
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https://github.com/huggingface/datasets/issues/3823 | 3,823 | 500 internal server error when trying to open a dataset composed of Zarr stores | {
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"Hi @jacobbieker, thanks for reporting!\r\n\r\nI have transferred this issue to our Hub team and they are investigating it. I keep you informed. ",
"Hi @jacobbieker, we are investigating this issue on our side and we'll see if we can fix it, but please note that your repo is considered problematic for git. Here a... | 2022-03-04T10:37:14Z | 2022-03-08T09:47:39Z | 2022-03-08T09:47:39Z | NONE | null | null | ## Describe the bug
The dataset [openclimatefix/mrms](https://huggingface.co/datasets/openclimatefix/mrms) gives a 500 server error when trying to open it on the website, or through code.
The dataset doesn't have a loading script yet, and I did push two [xarray](https://docs.xarray.dev/en/stable/) Zarr stores of da... | {
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https://github.com/huggingface/datasets/issues/3822 | 3,822 | Add Biwi Kinect Head Pose Database | {
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"Official dataset location : https://icu.ee.ethz.ch/research/datsets.html\r\nIn the \"Biwi Kinect Head Pose Database\" section, I do not find any information regarding \"Downloading the dataset.\" . Do we mail the authors regarding this ?\r\n\r\nI found the dataset on Kaggle : [Link](https://www.kaggle.com/kmader/b... | 2022-03-04T08:48:39Z | 2025-04-07T13:04:25Z | 2022-06-01T13:00:47Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** Biwi Kinect Head Pose Database
- **Description:** Over 15K images of 20 people recorded with a Kinect while turning their heads around freely. For each frame, depth and rgb images are provided, together with ground in the form of the 3D location of the head and its rotation angles.
- ... | {
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https://github.com/huggingface/datasets/pull/3821 | 3,821 | Update Wikipedia dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I'm starting to generate the pre-processed data for some of the languages (for backward compatibility).\r\n\r\nOnce this merged, we will create the pre-processed data on the Hub under the Wikimedia namespace.",
"All steps have been... | 2022-03-04T08:19:21Z | 2022-03-21T12:35:23Z | 2022-03-21T12:31:00Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR combines all updates to Wikipedia dataset.
Once approved, this will be used to generate the pre-processed Wikipedia datasets.
Finally, this PR will be able to be merged into master:
- NOT using squash
- BUT a regular MERGE (or REBASE+MERGE), so that all commits are preserved
TODO:
- [x] #3435
- [x]... | {
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https://github.com/huggingface/datasets/issues/3820 | 3,820 | `pubmed_qa` checksum mismatch | {
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"Hi @jon-tow, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nWe are planning to make a patch release today.\r\n\r\nIn the meantime, you can get this fix by installing o... | 2022-03-04T00:28:08Z | 2022-03-04T09:42:32Z | 2022-03-04T09:42:32Z | CONTRIBUTOR | null | null | ## Describe the bug
Loading [`pubmed_qa`](https://huggingface.co/datasets/pubmed_qa) results in a mismatched checksum error.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
import datasets
try:
datasets.load_dataset("pubmed_qa", "pqa_labeled")
except Exception as e:
print(e... | {
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https://github.com/huggingface/datasets/pull/3819 | 3,819 | Fix typo in doc build yml | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3819). All of your documentation changes will be reflected on that endpoint."
] | 2022-03-03T20:08:44Z | 2022-03-04T13:07:41Z | 2022-03-04T13:07:41Z | NONE | false | {
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https://github.com/huggingface/datasets/issues/3818 | 3,818 | Support for "sources" parameter in the add() and add_batch() methods in datasets.metric - SARI | {
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"Hi, thanks for reporting! We can add a `sources: datasets.Value(\"string\")` feature to the `Features` dict in the `SARI` script to fix this. Would you be interested in submitting a PR?",
"Hi Mario,\r\n\r\nThanks for your message. I did try to add `sources` into the `Features` dict using a script for the metric:... | 2022-03-03T18:57:54Z | 2022-03-04T18:04:21Z | 2022-03-04T18:04:21Z | NONE | null | null | **Is your feature request related to a problem? Please describe.**
The methods `add_batch` and `add` from the `Metric` [class](https://github.com/huggingface/datasets/blob/1675ad6a958435b675a849eafa8a7f10fe0f43bc/src/datasets/metric.py) does not work with [SARI](https://github.com/huggingface/datasets/blob/master/metr... | {
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https://github.com/huggingface/datasets/pull/3817 | 3,817 | Simplify Common Voice code | {
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"I think the script looks pretty clean and readable now! cool!\r\n"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | In #3736 we introduced one method to generate examples when streaming, that is different from the one when not streaming.
In this PR I propose a new implementation which is simpler: it only has one function, based on `iter_archive`. And you still have access to local audio files when loading the dataset in non-strea... | {
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https://github.com/huggingface/datasets/pull/3816 | 3,816 | Doc new UI test workflows2 | {
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https://github.com/huggingface/datasets/pull/3815 | 3,815 | Fix iter_archive getting reset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The `DownloadManager.iter_archive` method currently returns an iterator - which is **empty** once you iter over it once. This means you can't pass the same archive iterator to several splits.
To fix that, I changed the ouput of `DownloadManager.iter_archive` to be an iterable that you can iterate over several times... | {
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https://github.com/huggingface/datasets/pull/3814 | 3,814 | Handle Nones in PyArrow struct | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes an issue introduced by #3575 where `None` values stored in PyArrow arrays/structs would get ignored by `cast_storage` or by the `pa.array(cast_to_python_objects(..))` pattern. To fix the former, it also bumps the minimal PyArrow version to v5.0.0 to use the `mask` param in `pa.SturctArray`.
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https://github.com/huggingface/datasets/issues/3813 | 3,813 | Add MetaShift dataset | {
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"I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.",
"#self-assign",
"I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m... | 2022-03-03T14:26:45Z | 2022-04-10T13:39:59Z | 2022-04-10T13:39:59Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** MetaShift
- **Description:** collection of 12,868 sets of natural images across 410 classes-
- **Paper:** https://arxiv.org/abs/2202.06523v1
- **Data:** https://github.com/weixin-liang/metashift
Instructions to add a new dataset can be found [here](https://github.com/huggingface/... | {
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https://github.com/huggingface/datasets/pull/3812 | 3,812 | benchmark streaming speed with tar vs zip archives | {
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"I'm closing the PR since we're not going to merge it"
] | 2022-03-03T12:48:41Z | 2022-03-03T14:55:34Z | 2022-03-03T14:55:33Z | CONTRIBUTOR | false | {
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} | # do not merge
## Hypothesis
packing data into a single zip archive could allow us not to care about splitting data into several tar archives for efficient streaming which is annoying (since data creators usually host the data in a single tar)
## Data
I host it [here](https://huggingface.co/datasets/polinaeter... | {
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https://github.com/huggingface/datasets/pull/3811 | 3,811 | Update dev doc gh workflows | {
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https://github.com/huggingface/datasets/pull/3810 | 3,810 | Update version of xcopa dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases
We updated our loading script, but we did not bump a new version number:
- #3254
This PR updates our loading script version from `1.0.0` to `1.1.0`. | {
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https://github.com/huggingface/datasets/issues/3809 | 3,809 | Checksums didn't match for datasets on Google Drive | {
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"Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ... | 2022-03-03T09:01:10Z | 2022-03-03T09:24:58Z | 2022-03-03T09:24:05Z | NONE | null | null | ## Describe the bug
Datasets hosted on Google Drive do not seem to work right now.
Loading them fails with a checksum error.
## Steps to reproduce the bug
```python
from datasets import load_dataset
for dataset in ["head_qa", "yelp_review_full"]:
try:
load_dataset(dataset)
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https://github.com/huggingface/datasets/issues/3808 | 3,808 | Pre-Processing Cache Fails when using a Factory pattern | {
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"Ok - this is still an issue but I believe the root cause is different than I originally thought. I'm now able to get caching to work consistently with the above example as long as I fix the python hash seed `export PYTHONHASHSEED=1234`",
"Hi! \r\n\r\nYes, our hasher should work with decorators. For instance, thi... | 2022-03-02T20:18:43Z | 2022-03-10T23:01:47Z | 2022-03-10T23:01:47Z | NONE | null | null | ## Describe the bug
If you utilize a pre-processing function which is created using a factory pattern, the function hash changes on each run (even if the function is identical) and therefore the data will be reproduced each time.
## Steps to reproduce the bug
```python
def preprocess_function_factory(augmenta... | {
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https://github.com/huggingface/datasets/issues/3807 | 3,807 | NonMatchingChecksumError in xcopa dataset | {
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"@albertvillanova here's a separate issue for a bug similar to #3792",
"Hi @afcruzs-ms, thanks for opening this separate issue for your problem.\r\n\r\nThe root problem in the other issue (#3792) was a change in the service of Google Drive.\r\n\r\nBut in your case, the `xcopa` dataset is not hosted on Google Driv... | 2022-03-02T18:10:19Z | 2022-05-20T06:00:42Z | 2022-03-03T17:40:31Z | NONE | null | null | ## Describe the bug
Loading the xcopa dataset doesn't work, it fails due to a mismatch in the checksum.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("xcopa", "it")
```
## Expected results
The dataset should be loaded correctly.
## Actual results
Fails ... | {
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https://github.com/huggingface/datasets/pull/3806 | 3,806 | Fix Spanish data file URL in wiki_lingua dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes the URL for Spanish data file.
Previously, Spanish had the same URL as Vietnamese data file. | {
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https://github.com/huggingface/datasets/pull/3805 | 3,805 | Remove decode: true for image feature in head_qa | {
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https://github.com/huggingface/datasets/issues/3804 | 3,804 | Text builder with custom separator line boundaries | {
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"Gently pinging @lhoestq",
"Hi ! Interresting :)\r\n\r\nCould you give more details on what kind of separators you would like to use instead ?",
"In my case, I just want to use `\\n` but not `U+2028`.",
"Ok I see, maybe there can be a `sep` parameter to allow users to specify what line/paragraph separator the... | 2022-03-02T14:50:16Z | 2022-03-16T15:53:59Z | null | NONE | null | null | **Is your feature request related to a problem? Please describe.**
The current [Text](https://github.com/huggingface/datasets/blob/207be676bffe9d164740a41a883af6125edef135/src/datasets/packaged_modules/text/text.py#L23) builder implementation splits texts with `splitlines()` which splits the text on several line bound... | null | {
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https://github.com/huggingface/datasets/pull/3803 | 3,803 | Remove deprecated methods/params (preparation for v2.0) | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR removes the following deprecated methos/params:
* `Dataset.cast_`/`DatasetDict.cast_`
* `Dataset.dictionary_encode_column_`/`DatasetDict.dictionary_encode_column_`
* `Dataset.remove_columns_`/`DatasetDict.remove_columns_`
* `Dataset.rename_columns_`/`DatasetDict.rename_columns_`
* `prepare_module`
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https://github.com/huggingface/datasets/pull/3802 | 3,802 | Release of FairLex dataset | {
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"This is awesome ! The dataset card and the dataset script look amazing :)\r\n\r\nI wanted to ask you if you'd be interested to have this dataset under the namespace of you research group at https://huggingface.co/coastalcph ? If yes, then you can actually create a dataset repository under your research group name ... | 2022-03-02T10:40:18Z | 2022-03-02T15:21:10Z | 2022-03-02T15:18:54Z | CONTRIBUTOR | false | {
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**FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing**
We present a benchmark suite of four datasets for evaluating the fairness of pre-trained legal language models and the techniques used to fine-tune them for downstream tasks. Our benchmarks cover four jurisdictions (European Cou... | {
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https://github.com/huggingface/datasets/pull/3801 | 3,801 | [Breaking] Align `map` when streaming: update instead of overwrite + add missing parameters | {
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"Right ! Will add it in another PR :)"
] | 2022-03-01T18:06:43Z | 2022-03-07T16:30:30Z | 2022-03-07T16:30:29Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently the datasets in streaming mode and in non-streaming mode have two distinct API for `map` processing.
In this PR I'm aligning the two by changing `map` in streamign mode. This includes a **major breaking change** and will require a major release of the library: **Datasets 2.0**
In particular, `Dataset.ma... | {
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https://github.com/huggingface/datasets/pull/3800 | 3,800 | Added computer vision tasks | {
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https://github.com/huggingface/datasets/pull/3799 | 3,799 | Xtreme-S Metrics | {
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"@lhoestq - if you could take a final review here this would be great (if you have 5min :-) ) ",
"Don't think the failures are related but not 100% sure",
"Yes the CI fail is unrelated - you can ignore it"
] | 2022-03-01T13:42:28Z | 2022-03-16T14:40:29Z | 2022-03-16T14:40:26Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | **Added datasets (TODO)**:
- [x] MLS
- [x] Covost2
- [x] Minds-14
- [x] Voxpopuli
- [x] FLoRes (need data)
**Metrics**: Done | {
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https://github.com/huggingface/datasets/pull/3798 | 3,798 | Fix error message in CSV loader for newer Pandas versions | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix the error message in the CSV loader for `Pandas >= 1.4`. To fix this, I directly print the current file name in the for-loop. An alternative would be to use a check similar to this:
```python
csv_file_reader.handle.handle if datasets.config.PANDAS_VERSION >= version.parse("1.4") else csv_file_reader.f
```
CC: @... | {
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https://github.com/huggingface/datasets/pull/3797 | 3,797 | Reddit dataset card contribution | {
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https://github.com/huggingface/datasets/pull/3796 | 3,796 | Skip checksum computation if `ignore_verifications` is `True` | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This will speed up the loading of the datasets where the number of data files is large (can easily happen with `imagefoler`, for instance) | {
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https://github.com/huggingface/datasets/issues/3795 | 3,795 | can not flatten natural_questions dataset | {
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"same issue. downgrade it to a lower version.",
"Thanks for reporting, I'll take a look tomorrow :)"
] | 2022-02-27T13:57:40Z | 2022-03-21T14:36:12Z | 2022-03-21T14:36:12Z | NONE | null | null | ## Describe the bug
after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('natural_questions',cache_dir = 'data/datase... | {
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https://github.com/huggingface/datasets/pull/3794 | 3,794 | Add Mahalanobis distance metric | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P.
In this PR I implement the metric in a simple way with the help of numpy only.
Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak... | {
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https://github.com/huggingface/datasets/pull/3793 | 3,793 | Docs new UI actions no self hosted | {
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"It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui... | 2022-02-25T23:48:55Z | 2022-03-01T15:55:29Z | 2022-03-01T15:55:28Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Removes the need to have a self-hosted runner for the dev documentation | {
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https://github.com/huggingface/datasets/issues/3792 | 3,792 | Checksums didn't match for dataset source | {
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"Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']",
"I think this is a side-effect of #3787. The checksums won't match because the URLs ha... | 2022-02-25T19:55:09Z | 2024-03-13T12:25:08Z | 2022-02-28T08:44:18Z | NONE | null | null | ## Dataset viewer issue for 'wiki_lingua*'
**Link:** *link to the dataset viewer page*
`data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]")
`
*short description of the issue*
```
[NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://drive.google.co... | {
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https://github.com/huggingface/datasets/pull/3791 | 3,791 | Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem | {
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https://github.com/huggingface/datasets/pull/3790 | 3,790 | Add doc builder scripts | {
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"I think we're only missing the hosted runner to be configured for this repository and we should be good",
"Regarding the self-hosted runner, I actually encourage using the approach defined here: https://github.com/huggingface/transformers/pull/15710, which doesn't leverage a self-hosted runner. This prevents que... | 2022-02-25T16:38:47Z | 2022-03-01T15:55:42Z | 2022-03-01T15:55:41Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I added the three scripts:
- build_dev_documentation.yml
- build_documentation.yml
- delete_dev_documentation.yml
I got them from `transformers` and did a few changes:
- I removed the `transformers`-specific dependencies
- I changed all the paths to be "datasets" instead of "transformers"
- I passed the `--lib... | {
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https://github.com/huggingface/datasets/pull/3789 | 3,789 | Add URL and ID fields to Wikipedia dataset | {
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"Do you think we have a dedicated branch for all the changes we want to do to wikipedia ? Then once everything looks good + we have preprocessed the main languages, we can merge it on the `master` branch",
"Yes, @lhoestq, I agree with you.\r\n\r\nI have just created the dedicated branch [`update-wikipedia`](https... | 2022-02-25T15:34:37Z | 2022-03-04T08:24:24Z | 2022-03-04T08:24:23Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using.
About the conversion from title to URL, I found that apart from replacing blanks with underscores, som... | {
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https://github.com/huggingface/datasets/issues/3788 | 3,788 | Only-data dataset loaded unexpectedly as validation split | {
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"I see two options:\r\n1. drop the \"dev\" keyword since it can be considered too generic\r\n2. improve the pattern to something more reasonable, e.g. asking for a separator before and after \"dev\"\r\n```python\r\n[\"*[ ._-]dev[ ._-]*\", \"dev[ ._-]*\"]\r\n```\r\n\r\nI think 2. is nice. If we agree on this one we ... | 2022-02-25T12:11:39Z | 2022-02-28T11:22:22Z | null | MEMBER | null | null | ## Describe the bug
As reported by @thomasw21 and @lhoestq, a dataset containing only a data file whose name matches the pattern `*dev*` will be returned as VALIDATION split, even if this is not the desired behavior, e.g. a file named `datosdevision.jsonl.gz`. | null | {
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https://github.com/huggingface/datasets/pull/3787 | 3,787 | Fix Google Drive URL to avoid Virus scan warning | {
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"Once this PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previous... | 2022-02-25T09:35:12Z | 2022-03-04T20:43:32Z | 2022-02-25T11:56:35Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs.
Fix #3786, fix #3784. | {
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https://github.com/huggingface/datasets/issues/3786 | 3,786 | Bug downloading Virus scan warning page from Google Drive URLs | {
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"Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch... | 2022-02-25T09:32:23Z | 2022-03-03T09:25:59Z | 2022-02-25T11:56:35Z | MEMBER | null | null | ## Describe the bug
Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself.
See:
- #3758
- #3773
- #3784
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https://github.com/huggingface/datasets/pull/3785 | 3,785 | Fix: Bypass Virus Checks in Google Drive Links (CNN-DM dataset) | {
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"Thank you, @albertvillanova!",
"Got it. Thanks for explaining this, @albertvillanova!\r\n\r\n> On the other hand, the tests are not passing because the dummy data should also be fixed. Once done, this PR will be able to be merged into master.\r\n\r\nWill do this 👍",
"Hi ! I think we need to fix the issue for ... | 2022-02-25T05:48:57Z | 2022-03-03T16:43:47Z | 2022-03-03T14:03:37Z | NONE | false | {
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} | This commit fixes the issue described in #3784. By adding an extra parameter to the end of Google Drive links, we are able to bypass the virus check and download the datasets.
So, if the original link looked like https://drive.google.com/uc?export=download&id=0BwmD_VLjROrfTHk4NFg2SndKcjQ
The new link now looks li... | {
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https://github.com/huggingface/datasets/issues/3784 | 3,784 | Unable to Download CNN-Dailymail Dataset | {
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"#self-assign",
"@AngadSethi thanks for reporting and thanks for your PR!",
"Glad to help @albertvillanova! Just fine-tuning the PR, will comment once I am able to get it up and running 😀",
"Fixed by:\r\n- #3787"
] | 2022-02-25T05:24:47Z | 2022-03-03T14:05:17Z | 2022-03-03T14:05:17Z | NONE | null | null | ## Describe the bug
I am unable to download the CNN-Dailymail dataset. Upon closer investigation, I realised why this was happening:
- The dataset sits in Google Drive, and both the CNN and DM datasets are large.
- Google is unable to scan the folder for viruses, **so the link which would originally download the dat... | {
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https://github.com/huggingface/datasets/pull/3783 | 3,783 | Support passing str to iter_files | {
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"@mariosasko it was indeed while reading that PR, that I remembered this change I wanted to do long ago... 😉"
] | 2022-02-24T12:58:15Z | 2022-02-24T16:01:40Z | 2022-02-24T16:01:40Z | MEMBER | false | {
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https://github.com/huggingface/datasets/pull/3782 | 3,782 | Error of writing with different schema, due to nonpreservation of nullability | {
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"Hi ! Thanks for reporting, indeed `disable_nullable` doesn't seem to be supported in this case. Maybe at one point we can have `disable_nullable` as a parameter of certain feature types"
] | 2022-02-24T08:23:07Z | 2022-03-03T14:54:39Z | 2022-03-03T14:54:39Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | ## 1. Case
```
dataset.map(
batched=True,
disable_nullable=True,
)
```
will get the following error at here https://github.com/huggingface/datasets/blob/c9967f55626931f8059dc416526c791444cdfdf7/src/datasets/arrow_writer.py#L516
`pyarrow.lib.ArrowInvalid: Tried to write record batch with different schema`
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https://github.com/huggingface/datasets/pull/3781 | 3,781 | Reddit dataset card additions | {
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"Hello! I added the tags and created a PR. Just to note, regarding the paperswithcode_id tag, that currently has the value \"reddit\"; the dataset described as reddit in paperswithcode is https://paperswithcode.com/dataset/reddit and it isn't the Webis-tldr-17. I could not find Webis-tldr-17 in paperswithcode neith... | 2022-02-23T21:29:16Z | 2022-02-28T18:00:40Z | 2022-02-28T11:21:14Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38
It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well.
The task at which t... | {
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https://github.com/huggingface/datasets/pull/3780 | 3,780 | Add ElkarHizketak v1.0 dataset | {
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"I also filled some missing sections in the dataset card"
] | 2022-02-23T14:44:17Z | 2022-03-04T19:04:29Z | 2022-03-04T19:04:29Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/3779 | 3,779 | Update manual download URL in newsroom dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix #3778. | {
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https://github.com/huggingface/datasets/issues/3778 | 3,778 | Not be able to download dataset - "Newsroom" | {
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"Hi @Darshan2104, thanks for reporting.\r\n\r\nPlease note that at Hugging Face we do not host the data of this dataset, but just a loading script pointing to the host of the data owners.\r\n\r\nApparently the data owners changed their data host server. After googling it, I found their new website at: https://lil.n... | 2022-02-23T10:15:50Z | 2022-02-23T17:05:04Z | 2022-02-23T13:26:40Z | NONE | null | null | Hello,
I tried to download the **newsroom** dataset but it didn't work out for me. it said me to **download it manually**!
For manually, Link is also didn't work! It is sawing some ad or something!
If anybody has solved this issue please help me out or if somebody has this dataset please share your google driv... | {
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https://github.com/huggingface/datasets/pull/3777 | 3,777 | Start removing canonical datasets logic | {
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"I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?",
"> I'm not sure if the documentation explains why the dataset identifiers might have a na... | 2022-02-22T18:23:30Z | 2022-02-24T15:04:37Z | 2022-02-24T15:04:36Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I updated the source code and the documentation to start removing the "canonical datasets" logic.
Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly.
### Changes
- the documentation about dataset ... | {
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https://github.com/huggingface/datasets/issues/3776 | 3,776 | Allow download only some files from the Wikipedia dataset | {
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"Hi @jvanz, thank you for your proposal.\r\n\r\nIn fact, we are aware that it is very common the problem you mention. Because of that, we are currently working in implementing a new version of wikipedia on the Hub, with all data preprocessed (no need to use Apache Beam), from where you will be able to use `data_fil... | 2022-02-22T13:46:41Z | 2022-02-22T14:50:02Z | null | NONE | null | null | **Is your feature request related to a problem? Please describe.**
The Wikipedia dataset can be really big. This is a problem if you want to use it locally in a laptop with the Apache Beam `DirectRunner`. Even if your laptop have a considerable amount of memory (e.g. 32gb).
**Describe the solution you'd like**
I... | null | {
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https://github.com/huggingface/datasets/pull/3775 | 3,775 | Update gigaword card and info | {
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https://github.com/huggingface/datasets/pull/3774 | 3,774 | Fix reddit_tifu data URL | {
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https://github.com/huggingface/datasets/issues/3773 | 3,773 | Checksum mismatch for the reddit_tifu dataset | {
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"Thanks for reporting, @anna-kay. We are fixing it.",
"@albertvillanova Thank you for the fast response! However I am still getting the same error:\r\n\r\nDownloading: 2.23kB [00:00, ?B/s]\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Anna\\PycharmProjects\\summarization\\main.py\", line 17, in <mo... | 2022-02-22T10:57:07Z | 2022-02-25T19:27:49Z | 2022-02-22T12:38:44Z | CONTRIBUTOR | null | null | ## Describe the bug
A checksum occurs when downloading the reddit_tifu data (both long & short).
## Steps to reproduce the bug
reddit_tifu_dataset = load_dataset('reddit_tifu', 'long')
## Expected results
The expected result is for the dataset to be downloaded and cached locally.
## Actual results
File "... | {
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https://github.com/huggingface/datasets/pull/3772 | 3,772 | Fix: dataset name is stored in keys | {
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https://github.com/huggingface/datasets/pull/3771 | 3,771 | Fix DuplicatedKeysError on msr_sqa dataset | {
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https://github.com/huggingface/datasets/issues/3770 | 3,770 | DuplicatedKeysError on msr_sqa dataset | {
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"Thanks for reporting, @kolk.\r\n\r\nWe are fixing it. "
] | 2022-02-22T00:43:33Z | 2022-02-22T08:12:39Z | 2022-02-22T08:12:39Z | NONE | null | null | ### Describe the bug
Failure to generate dataset msr_sqa because of duplicate keys.
### Steps to reproduce the bug
```
from datasets import load_dataset
load_dataset("msr_sqa")
```
### Expected results
The examples keys should be unique.
**Actual results**
```
>>> load_dataset("msr_sqa")
Downloading:
6... | {
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https://github.com/huggingface/datasets/issues/3769 | 3,769 | `dataset = dataset.map()` causes faiss index lost | {
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"Hi ! Indeed `map` is dropping the index right now, because one can create a dataset with more or fewer rows using `map` (and therefore the index might not be relevant anymore)\r\n\r\nI guess we could check the resulting dataset length, and if the user hasn't changed the dataset size we could keep the index, what d... | 2022-02-21T21:59:23Z | 2022-06-27T14:56:29Z | null | NONE | null | null | ## Describe the bug
assigning the resulted dataset to original dataset causes lost of the faiss index
## Steps to reproduce the bug
`my_dataset` is a regular loaded dataset. It's a part of a customed dataset structure
```python
self.dataset.add_faiss_index('embeddings')
self.dataset.list_indexes()
# ['embeddin... | null | {
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https://github.com/huggingface/datasets/pull/3768 | 3,768 | Fix HfFileSystem docstring | {
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https://github.com/huggingface/datasets/pull/3767 | 3,767 | Expose method and fix param | {
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https://github.com/huggingface/datasets/pull/3766 | 3,766 | Fix head_qa data URL | {
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https://github.com/huggingface/datasets/pull/3765 | 3,765 | Update URL for tagging app | {
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"Oh, this URL shouldn't be updated to the tagging app as it's actually used for creating the README - closing this."
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https://github.com/huggingface/datasets/issues/3764 | 3,764 | ! | {
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**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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https://github.com/huggingface/datasets/issues/3763 | 3,763 | It's not possible download `20200501.pt` dataset | {
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"Hi @jvanz, thanks for reporting.\r\n\r\nPlease note that Wikimedia website does not longer host Wikipedia dumps for so old dates.\r\n\r\nFor a list of accessible dump dates of `pt` Wikipedia, please see: https://dumps.wikimedia.org/ptwiki/\r\n\r\nYou can load for example `20220220` `pt` Wikipedia:\r\n```python\r\n... | 2022-02-20T18:34:58Z | 2022-02-21T12:06:12Z | 2022-02-21T09:25:06Z | NONE | null | null | ## Describe the bug
The dataset `20200501.pt` is broken.
The available datasets: https://dumps.wikimedia.org/ptwiki/
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("wikipedia", "20200501.pt", beam_runner='DirectRunner')
```
## Expected results
I expect t... | {
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https://github.com/huggingface/datasets/issues/3762 | 3,762 | `Dataset.class_encode` should support custom class names | {
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"Hi @Dref360, thanks a lot for your proposal.\r\n\r\nIt totally makes sense to have more flexibility when class encoding, I agree.\r\n\r\nYou could even further customize the class encoding by passing an instance of `ClassLabel` itself (instead of replicating `ClassLabel` instantiation arguments as `Dataset.class_e... | 2022-02-19T21:21:45Z | 2022-02-21T12:16:35Z | 2022-02-21T12:16:35Z | CONTRIBUTOR | null | null | I can make a PR, just wanted approval before starting.
**Is your feature request related to a problem? Please describe.**
It is often the case that classes are not ordered in alphabetical order. Current `class_encode_column` sort the classes before indexing.
https://github.com/huggingface/datasets/blob/master/sr... | {
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https://github.com/huggingface/datasets/issues/3761 | 3,761 | Know your data for HF hub | {
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"Hi @Muhtasham you should take a look at https://huggingface.co/blog/data-measurements-tool and accompanying demo app at https://huggingface.co/spaces/huggingface/data-measurements-tool\r\n\r\nWe would be interested in your feedback. cc @meg-huggingface @sashavor @yjernite "
] | 2022-02-19T19:48:47Z | 2022-02-21T14:15:23Z | 2022-02-21T14:15:23Z | NONE | null | null | **Is your feature request related to a problem? Please describe.**
Would be great to see be able to understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues.
**Describe the solution you'd like**
Something like https://knowyourdata.withgoogle.com/ for HF hub | {
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https://github.com/huggingface/datasets/issues/3760 | 3,760 | Unable to view the Gradio flagged call back dataset | {
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"Hi @kingabzpro.\r\n\r\nI think you need to create a loading script that creates the dataset from the CSV file and the image paths.\r\n\r\nAs example, you could have a look at the Food-101 dataset: https://huggingface.co/datasets/food101\r\n- Loading script: https://huggingface.co/datasets/food101/blob/main/food101... | 2022-02-19T17:45:08Z | 2022-03-22T07:12:11Z | 2022-03-22T07:12:11Z | NONE | null | null | ## Dataset viewer issue for '*savtadepth-flags*'
**Link:** *[savtadepth-flags](https://huggingface.co/datasets/kingabzpro/savtadepth-flags)*
*with the Gradio 2.8.1 the dataset viers stopped working. I tried to add values manually but its not working. The dataset is also not showing the link with the app https://h... | {
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https://github.com/huggingface/datasets/pull/3759 | 3,759 | Rename GenerateMode to DownloadMode | {
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"Thanks! Used here: https://github.com/huggingface/datasets-preview-backend/blob/main/src/datasets_preview_backend/models/dataset.py#L26 :) "
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- Renames `GenerateMode` to `DownloadMode`
- Implements `DeprecatedEnum`
- Deprecates `GenerateMode`
Close #769. | {
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https://github.com/huggingface/datasets/issues/3758 | 3,758 | head_qa file missing | {
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"We usually find issues with files hosted at Google Drive...\r\n\r\nIn this case we download the Google Drive Virus scan warning instead of the data file.",
"Fixed: https://huggingface.co/datasets/head_qa/viewer/en/train. Thanks\r\n\r\n<img width=\"1551\" alt=\"Capture d’écran 2022-02-28 à 15 29 04\" src=\"http... | 2022-02-18T16:32:43Z | 2022-02-28T14:29:18Z | 2022-02-21T14:39:19Z | COLLABORATOR | null | null | ## Describe the bug
A file for the `head_qa` dataset is missing (https://drive.google.com/u/0/uc?export=download&id=1a_95N5zQQoUCq8IBNVZgziHbeM-QxG2t/HEAD_EN/train_HEAD_EN.json)
## Steps to reproduce the bug
```python
>>> from datasets import load_dataset
>>> load_dataset("head_qa", name="en")
```
## Expec... | {
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https://github.com/huggingface/datasets/pull/3757 | 3,757 | Add perplexity to metrics | {
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"Awesome thank you ! The implementation of the parent `Metric` class was assuming that all metrics were supposed to have references/predictions pairs - I just changed that so you don't have to override `compute()`. I took the liberty of doing the changes directly inside this PR to make sure it works as expected wit... | 2022-02-18T15:52:23Z | 2022-02-25T17:13:34Z | 2022-02-25T17:13:34Z | CONTRIBUTOR | false | {
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This code differs from the code in [this](https://huggingface.co/docs/transformers/perplexity) HF blog post because the blogpost code fails in at least the following circumstances:
- returns nans whenever the stride = 1
- hits a runtime error when the stride is significantly larger than th... | {
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https://github.com/huggingface/datasets/issues/3756 | 3,756 | Images get decoded when using `map()` with `input_columns` argument on a dataset | {
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"Hi! If I'm not mistaken, this behavior is intentional, but I agree it could be more intuitive.\r\n\r\n@albertvillanova Do you remember why you decided not to decode columns in the `Audio` feature PR when `input_columns` is not `None`? IMO we should decode those columns, and we don't even have to use lazy structure... | 2022-02-18T15:35:38Z | 2022-12-13T16:59:06Z | 2022-12-13T16:59:06Z | NONE | null | null | ## Describe the bug
The `datasets.features.Image` feature class decodes image data by default. Expectedly, when indexing a dataset or using the `map()` method, images are returned as PIL Image instances.
However, when calling `map()` and setting a specific data column with the `input_columns` argument, the image ... | {
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https://github.com/huggingface/datasets/issues/3755 | 3,755 | Cannot preview dataset | {
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"Thanks for reporting. The dataset viewer depends on some backend treatments, and for now, they might take some hours to get processed. We're working on improving it.",
"It has finally been processed. Thanks for the patience.",
"Thanks for the info @severo !"
] | 2022-02-18T13:06:45Z | 2022-02-19T14:30:28Z | 2022-02-18T15:41:33Z | NONE | null | null | ## Dataset viewer issue for '*rubrix/news*'
**Link:https://huggingface.co/datasets/rubrix/news** *link to the dataset viewer page*
Cannot see the dataset preview:
```
Status code: 400
Exception: Status400Error
Message: Not found. Cache is waiting to be refreshed.
```
Am I the one who added thi... | {
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https://github.com/huggingface/datasets/issues/3754 | 3,754 | Overflowing indices in `select` | {
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"Fixed on master (see https://github.com/huggingface/datasets/pull/3719).",
"Awesome, I did not find that one! Thanks."
] | 2022-02-18T11:30:52Z | 2022-02-18T11:38:23Z | 2022-02-18T11:38:23Z | MEMBER | null | null | ## Describe the bug
The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`.
## Steps to reproduce the bug
```python
from datasets import Dataset
ds = Dataset.from_dict({"test": [1,2,3]})
ds = ds.select(range(5))
print(ds)
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https://github.com/huggingface/datasets/issues/3753 | 3,753 | Expanding streaming capabilities | {
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"Related to: https://github.com/huggingface/datasets/issues/3444",
"Cool ! `filter` will be very useful. There can be a filter that you can apply on a streaming dataset:\r\n```python\r\nload_dataset(..., streaming=True).filter(lambda x: x[\"lang\"] == \"sw\")\r\n```\r\n\r\nOtherwise if you want to apply a filter ... | 2022-02-18T10:45:41Z | 2025-03-19T14:50:14Z | null | MEMBER | null | null | Some ideas for a few features that could be useful when working with large datasets in streaming mode.
## `filter` for `IterableDataset`
Adding filtering to streaming datasets would be useful in several scenarios:
- filter a dataset with many languages for a subset of languages
- filter a dataset for specific li... | null | {
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https://github.com/huggingface/datasets/pull/3752 | 3,752 | Update metadata JSON for cats_vs_dogs dataset | {
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Fix #3750. | {
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https://github.com/huggingface/datasets/pull/3751 | 3,751 | Fix typo in train split name | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | In the README guide (and consequently in many datasets) there was a typo in the train split name:
```
| Tain | Valid | Test |
```
This PR:
- fixes the typo in the train split name
- fixes the column alignment of the split tables
in the README guide and in all datasets. | {
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https://github.com/huggingface/datasets/issues/3750 | 3,750 | `NonMatchingSplitsSizesError` for cats_vs_dogs dataset | {
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"Thnaks for reporting @jaketae. We are fixing it. "
] | 2022-02-18T05:46:39Z | 2022-02-18T14:56:11Z | 2022-02-18T14:56:11Z | CONTRIBUTOR | null | null | ## Describe the bug
Cannot download cats_vs_dogs dataset due to `NonMatchingSplitsSizesError`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("cats_vs_dogs")
```
## Expected results
Loading is successful.
## Actual results
```
NonMatchingSplitsSiz... | {
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https://github.com/huggingface/datasets/pull/3749 | 3,749 | Add tqdm arguments | {
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"Hi ! Thanks this will be very useful :)\r\n\r\nIt looks like there are some changes in the github diff that are not related to your contribution, can you try fixing this by merging `master` into your PR, or create a new PR from an updated version of `master` ?",
"I have already solved the conflict on this latest... | 2022-02-18T01:34:46Z | 2022-03-08T09:38:48Z | 2022-03-08T09:38:48Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/3748 | 3,748 | Add tqdm arguments | {
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1. It is able to show the progress bar by adding the length of the iterator.
2. Pass in tqdm_kwargs so that can enable more feasibility for the control of tqdm library. | {
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https://github.com/huggingface/datasets/issues/3747 | 3,747 | Passing invalid subset should throw an error | {
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] | open | false | [] | 2022-02-17T18:16:11Z | 2022-02-17T18:16:11Z | null | CONTRIBUTOR | null | null | ## Describe the bug
Only some datasets have a subset (as in `load_dataset(name, subset)`). If you pass an invalid subset, an error should be thrown.
## Steps to reproduce the bug
```python
import datasets
datasets.load_dataset('rotten_tomatoes', 'asdfasdfa')
```
## Expected results
This should break, since ... | null | {
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https://github.com/huggingface/datasets/pull/3746 | 3,746 | Use the same seed to shuffle shards and metadata in streaming mode | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When shuffling in streaming mode, those two entangled lists are shuffled independently. In this PR I changed this to shuffle the lists of same length with the exact same seed, in order for the files and metadata to still be aligned.
```python
gen_kwargs = {
"files": [os.path.join(data_dir, filename) for filename... | {
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https://github.com/huggingface/datasets/pull/3745 | 3,745 | Add mIoU metric | {
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"Hmm the doctest failed again - maybe the full result needs to be on one single line",
"cc @lhoestq for the final review",
"Cool ! Feel free to merge if it's all good for you"
] | 2022-02-17T15:52:17Z | 2022-03-08T13:20:26Z | 2022-03-08T13:20:26Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the mean Intersection-over-Union metric to the library, useful for tasks like semantic segmentation.
It is entirely based on mmseg's [implementation](https://github.com/open-mmlab/mmsegmentation/blob/master/mmseg/core/evaluation/metrics.py).
I've removed any PyTorch dependency, and rely on Numpy only... | {
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https://github.com/huggingface/datasets/issues/3744 | 3,744 | Better shards shuffling in streaming mode | {
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```python
gen_kwargs = {
"files": [os.path.join(data_dir, filename) for filename in all_files],
"me... | {
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https://github.com/huggingface/datasets/pull/3743 | 3,743 | initial monash time series forecasting repository | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"The CI fails are unrelated to this PR, merging !",
"thanks 🙇🏽 "
] | 2022-02-17T10:51:31Z | 2022-03-21T09:54:41Z | 2022-03-21T09:50:16Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/3742 | 3,742 | Fix ValueError message formatting in int2str | {
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I bumped into this particular `ValueError` during my work (because an instance of `np.int64` was passed instead of regular Python `int`), and so I had to `print(type(values))` myself. Apparently, it's just the missing `f` to make message an f-string.
It ain't much for a contribution, but it's honest work. Hop... | {
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https://github.com/huggingface/datasets/pull/3741 | 3,741 | Rm sphinx doc | {
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- [x] Update circle ci yaml
- [x] Delete sphinx static & python files in docs dir
- [x] Update readme in docs dir
- [ ] Update docs config in setup.py | {
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https://github.com/huggingface/datasets/pull/3740 | 3,740 | Support streaming for pubmed | {
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"@albertvillanova just FYI, since you were so helpful with the previous pubmed issue :) ",
"IIRC streaming from FTP is not fully tested yet, so I'm fine with switching to HTTPS for now, as long as the download speed/availability is great",
"@albertvillanova Thanks for pointing me to the `ET` module replacement.... | 2022-02-17T00:18:22Z | 2022-02-18T14:42:13Z | 2022-02-18T14:42:13Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR makes some minor changes to the `pubmed` dataset to allow for `streaming=True`. Fixes #3739.
Basically, I followed the C4 dataset which works in streaming mode as an example, and made the following changes:
* Change URL prefix from `ftp://` to `https://`
* Explicilty `open` the filename and pass the XML ... | {
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https://github.com/huggingface/datasets/issues/3739 | 3,739 | Pubmed dataset does not work in streaming mode | {
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"Thanks for reporting, @abhi-mosaic (related to #3655).\r\n\r\nPlease note that `xml.etree.ElementTree.parse` already supports streaming:\r\n- #3476\r\n\r\nNo need to refactor to use `open`/`xopen`. Is is enough with importing the package `as ET` (instead of `as etree`)."
] | 2022-02-16T17:13:37Z | 2022-02-18T14:42:13Z | 2022-02-18T14:42:13Z | CONTRIBUTOR | null | null | ## Describe the bug
Trying to use the `pubmed` dataset with `streaming=True` fails.
## Steps to reproduce the bug
```python
import datasets
pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True)
print (next(iter(pubmed_train)))
```
## Expected results
I would expect to see the first ... | {
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https://github.com/huggingface/datasets/issues/3738 | 3,738 | For data-only datasets, streaming and non-streaming don't behave the same | {
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"Note that we might change the heuristic and create a different config per file, at least in that case.",
"Hi @severo, thanks for reporting.\r\n\r\nYes, this happens because when non-streaming, a cast of all data is done in order to \"concatenate\" it all into a single dataset (thus the error), while this casting... | 2022-02-16T15:20:57Z | 2022-02-21T14:24:55Z | null | COLLABORATOR | null | null | See https://huggingface.co/datasets/huggingface/transformers-metadata: it only contains two JSON files.
In streaming mode, the files are concatenated, and thus the rows might be dictionaries with different keys:
```python
import datasets as ds
iterable_dataset = ds.load_dataset("huggingface/transformers-metadat... | null | {
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https://github.com/huggingface/datasets/pull/3737 | 3,737 | Make RedCaps streamable | {
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@lhoestq Using `data/redcaps_v1.0_annotations.zip` as a download URL gives an error locally when running `datasets-cli test` (will investigate this another time) | {
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https://github.com/huggingface/datasets/pull/3736 | 3,736 | Local paths in common voice | {
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"I just changed to `dl_manager.is_streaming` rather than an additional parameter `streaming` that has to be handled by the DatasetBuilder class - this way the streaming logic doesn't interfere with the base builder's code.\r\n\r\nI think it's better this way, but let me know if you preferred the previous way and I ... | 2022-02-16T15:01:29Z | 2022-09-21T14:58:38Z | 2022-02-22T09:13:43Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Continuation of https://github.com/huggingface/datasets/pull/3664:
- pass the `streaming` parameter to _split_generator
- update @anton-l's code to use this parameter for `common_voice`
- add a comment to explain why we use `download_and_extract` in non-streaming and `iter_archive` in streaming
Now the `common_... | {
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https://github.com/huggingface/datasets/issues/3735 | 3,735 | Performance of `datasets` at scale | {
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"> using command line git-lfs - [...] 300MB/s!\r\n\r\nwhich server location did you upload from?",
"From GCP region `us-central1-a`.",
"The most surprising part to me is the saving time. Wondering if it could be due to compression (`ParquetWriter` uses SNAPPY compression by default; it can be turned off with `... | 2022-02-16T14:23:32Z | 2024-06-27T01:17:48Z | null | MEMBER | null | null | # Performance of `datasets` at 1TB scale
## What is this?
During the processing of a large dataset I monitored the performance of the `datasets` library to see if there are any bottlenecks. The insights of this analysis could guide the decision making to improve the performance of the library.
## Dataset
The da... | null | {
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https://github.com/huggingface/datasets/pull/3734 | 3,734 | Fix bugs in NewsQA dataset | {
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https://github.com/huggingface/datasets/issues/3733 | 3,733 | Bugs in NewsQA dataset | {
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] | closed | false | [] | 2022-02-16T13:17:37Z | 2022-02-17T07:54:25Z | 2022-02-17T07:54:25Z | MEMBER | null | null | ## Describe the bug
NewsQA dataset has the following bugs:
- the field `validated_answers` is an exact copy of the field `answers` but with the addition of `'count': [0]` to each dict
- the field `badQuestion` does not appear in `answers` nor `validated_answers`
## Steps to reproduce the bug
By inspecting the da... | {
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https://github.com/huggingface/datasets/pull/3732 | 3,732 | Support streaming in size estimation function in `push_to_hub` | {
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"would this allow to include the size in the dataset info without downloading the files? related to https://github.com/huggingface/datasets/pull/3670",
"@severo I don't think so. We could use this to get `info.download_checksums[\"num_bytes\"]`, but we must process the files to get the rest of the size info. "
] | 2022-02-16T13:10:48Z | 2022-02-21T18:18:45Z | 2022-02-21T18:18:44Z | COLLABORATOR | false | {
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https://github.com/huggingface/datasets/pull/3731 | 3,731 | Fix Multi-News dataset metadata and card | {
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