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Support float data types in pearsonr/spearmanr metrics
Fix #4053.
https://github.com/huggingface/datasets/pull/4054
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,054
true
Modify datatype from `int32` to `float` for pearsonr, spearmanr.
**Is your feature request related to a problem? Please describe.** - Now [Pearsonr](https://github.com/huggingface/datasets/blob/master/metrics/pearsonr/pearsonr.py) and [Spearmanr](https://github.com/huggingface/datasets/blob/master/metrics/spearmanr/spearmanr.py) both get input data as 'int32'. **Describe the ...
https://github.com/huggingface/datasets/issues/4053
[ "@Woodywarhol9 good catch, thanks for reporting.\r\n\r\nWe are fixing this." ]
null
4,053
false
metric = metric_cls( TypeError: 'NoneType' object is not callable
Hi, friend. I meet a problem. When I run the code: `metric = load_metric('glue', 'rte')` There is a problem raising: `metric = metric_cls( TypeError: 'NoneType' object is not callable ` I don't know why. Thanks for your help!
https://github.com/huggingface/datasets/issues/4052
[ "Hi @klyuhang9,\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [2]: metric = load_metric('glue', 'rte')\r\nDownloading builder script: 5.76kB [00:00, 2.40MB/s]\r\n```\r\n\r\nCould you please, retry to load the metric? Sometimes there are temporary connectivity issues.\r\n\r\nFeel free to re...
null
4,052
false
ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.0.0/datasets/glue/glue.py
Hi, I meet a problem. When I run the code: `dataset = load_dataset('glue','sst2')` There is a issue raising: ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.0.0/datasets/glue/glue.py I don't know why; it is ok when I use Google Chrome to view this url. Thanks for your...
https://github.com/huggingface/datasets/issues/4051
[ "Hi @klyuhang9,\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [4]: ds = load_dataset(\"glue\", \"sst2\", download_mode=\"force_redownload\")\r\nDownloading builder script: 28.8kB [00:00, 9.15MB/s] ...
null
4,051
false
Add RVL-CDIP dataset
Resolves #2762 Dataset Request : Add RVL-CDIP dataset [#2762](https://github.com/huggingface/datasets/issues/2762) This PR adds the RVL-CDIP dataset. The dataset contains Google Drive link for download and wasn't getting downloaded automatically, so I have provided manual_download_instructions. - I have added ...
https://github.com/huggingface/datasets/pull/4050
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks a lot for inputs. I'll use the URL suggested and check.\r\n\r\n> we need to implement the streamable (can't use os.path.join) and the non-streamable versions of _generate_examples.\r\n\r\nSure. I will check the reference and ...
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4,050
true
Create metric card for the Code Eval metric
Creating initial Code Eval metric card
https://github.com/huggingface/datasets/pull/4049
[ "_The documentation is not available anymore as the PR was closed or merged._", "if possible, give relevant names to your Pull requests @sashavor (make it easier to scan the repo activity) Thanks!", "updating them now! thanks for the feedback @julien-c " ]
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4,049
true
Split size error on `amazon_us_reviews` / `PC_v1_00` dataset
## Describe the bug When downloading this subset as of 3-28-2022 you will encounter a split size error after the dataset is extracted. The extracted dataset has roughly ~6m rows while the split expects <1m. Upon digging a little deeper, I downloaded the raw files from `https://s3.amazonaws.com/amazon-reviews-pds/t...
https://github.com/huggingface/datasets/issues/4048
[ "Follow-up: I have confirmed there are no duplicate lines via `sort amazon_reviews_us_PC_v1_00.tsv | uniq -cd` after extracting the raw file.", "Hi @trentonstrong, thanks for reporting!\r\n\r\nI confirm that loading this dataset configuration throws a `NonMatchingSplitsSizesError`:\r\n```\r\nNonMatchingSplitsSize...
null
4,048
false
Dataset.unique(column: str) -> ArrowNotImplementedError
## Describe the bug I'm trying to use `unique()` function, but it fails ## Steps to reproduce the bug 1. Get dataset 2. Call `unique` 3. Error # Sample code to reproduce the bug ```python !pip show datasets from datasets import load_dataset dataset = load_dataset('wikiann', 'en') dataset['train'].col...
https://github.com/huggingface/datasets/issues/4047
[ "Hi @orkenstein, thanks for reporting.\r\n\r\nPlease note that for this case, our `datasets` library uses under the hood the Apache Arrow `unique` function: https://arrow.apache.org/docs/python/generated/pyarrow.compute.unique.html#pyarrow.compute.unique\r\n\r\nAnd currently the Apache Arrow `unique` function is on...
null
4,047
false
Create metric card for XNLI
Proposing a metric card for XNLI
https://github.com/huggingface/datasets/pull/4046
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,046
true
Fix CLI dummy data generation
PR: - #3868 broke the CLI dummy data generation. Fix #4044.
https://github.com/huggingface/datasets/pull/4045
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,045
true
CLI dummy data generation is broken
## Describe the bug We get a TypeError when running CLI dummy data generation: ```shell datasets-cli dummy_data datasets/<your-dataset-folder> --auto_generate ``` gives: ``` File ".../huggingface/datasets/src/datasets/commands/dummy_data.py", line 361, in _autogenerate_dummy_data dataset_builder._prepare_...
https://github.com/huggingface/datasets/issues/4044
[]
null
4,044
false
Create metric card for CUAD
Proposing a CUAD metric card
https://github.com/huggingface/datasets/pull/4043
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,043
true
Add support for IIIF in datasets
This is a feature request for support for IIIF in `datasets`. Apologies for the long issue. I have also used a different format to the usual feature request since I think that makes more sense but happy to use the standard template if preferred. ## What is [IIIF](https://iiif.io/)? IIIF (International Image Inte...
https://github.com/huggingface/datasets/issues/4041
[ "Hi! Thanks for the detailed analysis of adding IIIF support. I like the idea of \"using IIIF through datasets scripts\" due to its ease of use. Another approach that I like is yielding image ids and using the `piffle` library (which offers a bit more flexibility) + `map` to download + cache images. We can handle b...
null
4,041
false
Support streaming xcopa dataset
null
https://github.com/huggingface/datasets/pull/4039
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,039
true
[DO NOT MERGE] Test doc-builder with skipped installation feature
This PR is just for testing that we can build PR docs with changes made on the [`skip-install-for-real`](https://github.com/huggingface/doc-builder/tree/skip-install-for-real) branch of `doc-builder`.
https://github.com/huggingface/datasets/pull/4038
[ "_The documentation is not available anymore as the PR was closed or merged._", "Fix in https://github.com/huggingface/doc-builder/pull/162 works as expected (docs build), closing this" ]
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4,038
true
Error while building documentation
## Describe the bug Documentation building is failing: - https://github.com/huggingface/datasets/runs/5716300989?check_suite_focus=true ``` ValueError: There was an error when converting ../datasets/docs/source/package_reference/main_classes.mdx to the MDX format. Unable to find datasets.filesystems.S3FileSystem...
https://github.com/huggingface/datasets/issues/4037
[ "After some investigation, maybe the bug is in `doc-builder`.\r\n\r\nI've opened an issue there:\r\n- huggingface/doc-builder#160", "Fixed by @lewtun (thank you):\r\n- huggingface/doc-builder@31fe6c8bc7225810e281c2f6c6cd32f38828c504" ]
null
4,037
false
Fix building of documentation
Documentation building is failing: - https://github.com/huggingface/datasets/runs/5716300989?check_suite_focus=true ``` ValueError: There was an error when converting ../datasets/docs/source/package_reference/main_classes.mdx to the MDX format. Unable to find datasets.filesystems.S3FileSystem in datasets. Make su...
https://github.com/huggingface/datasets/pull/4036
[ "_The documentation is not available anymore as the PR was closed or merged._", "Superseded by huggingface/doc-builder@31fe6c8bc7225810e281c2f6c6cd32f38828c504" ]
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4,036
true
Add zero_division argument to precision and recall metrics
Fix #4025.
https://github.com/huggingface/datasets/pull/4035
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4,035
true
Fix null checksum in xcopa dataset
null
https://github.com/huggingface/datasets/pull/4034
[]
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4,034
true
Fix checksum error in cats_vs_dogs dataset
Recent PR updated the metadata JSON file of cats_vs_dogs dataset: - #3878 However, that new JSON file contains a None checksum. This PR fixes it. Fix #4032.
https://github.com/huggingface/datasets/pull/4033
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,033
true
can't download cats_vs_dogs dataset
## Describe the bug can't download cats_vs_dogs dataset. error: Checksums didn't match for dataset source files ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("cats_vs_dogs") ``` ## Expected results loaded successfully. ## Actual results NonMatchingCheck...
https://github.com/huggingface/datasets/issues/4032
[ "Thnaks for reporting @RRaphaell.\r\n\r\nWe are fixing it. " ]
null
4,032
false
Cannot load the dataset conll2012_ontonotesv5
## Describe the bug Cannot load the dataset conll2012_ontonotesv5 ## Steps to reproduce the bug ```python # Sample code to reproduce the bug from datasets import load_dataset dataset = load_dataset('conll2012_ontonotesv5', 'english_v4', split="test") print(dataset) ``` ## Expected results The datasets s...
https://github.com/huggingface/datasets/issues/4031
[ "Hi @cathyxl, thanks for reporting.\r\n\r\nIndeed, we have recently updated the loading script of that dataset (and fixed that bug as well):\r\n- #4002\r\n\r\nThat fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by:\r\n- installing `datasets` from our GitH...
null
4,031
false
Use a constant for the articles regex in SQuAD v2
The main reason for doing this is to be able to change the articles list if using another language, for example. It's not the most elegant solution but at least it makes the metric more extensible with no drawbacks. BTW, what could be the best way to make this more generic (i.e., SQuAD in other languages)? Maybe rec...
https://github.com/huggingface/datasets/pull/4030
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,030
true
Add FAISS .range_search() method for retrieving all texts from dataset above similarity threshold
**Is your feature request related to a problem? Please describe.** I would like to retrieve all texts from a dataset, which are semantically similar to a specific input text (query), above a certain (cosine) similarity threshold. My dataset is very large (Wikipedia), so I need to use Datasets and FAISS for this. I wou...
https://github.com/huggingface/datasets/issues/4029
[ "Hi ! You can access the faiss index with\r\n```python\r\nfaiss_index = my_dataset.get_index(\"my_index_name\").faiss_index\r\n```\r\nand then do whatever you want with it, e.g. query it using range_search:\r\n```python\r\nthreshold = 0.95\r\nlimits, distances, indices = faiss_index.range_search(x=xq, thresh=thresh...
null
4,029
false
Fix docs on audio feature installation
This PR: - Removes the explicit installation of `librosa` (this is installed with `pip install datasets[audio]` - Adds the warning for Linux users to install manually the non-Python package `libsndfile` - Explains that the installation of `torchaudio` is only necessary to support loading audio datasets containing MP...
https://github.com/huggingface/datasets/pull/4028
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,028
true
ElasticSearch Indexing example: TypeError: __init__() missing 1 required positional argument: 'scheme'
## Describe the bug I am following the example in the documentation for elastic search step by step (on google colab): https://huggingface.co/docs/datasets/faiss_es#elasticsearch ``` from datasets import load_dataset squad = load_dataset('crime_and_punish', split='train[:1000]') ``` When I run the line: `sq...
https://github.com/huggingface/datasets/issues/4027
[ "Hi, @MoritzLaurer, thanks for reporting.\r\n\r\nNormally this is due to a mismatch between the versions of your Elasticsearch client and server:\r\n- your ES client is passing only keyword arguments to your ES server\r\n- whereas your ES server expects a positional argument called 'scheme'\r\n\r\nIn order to fix t...
null
4,027
false
Support streaming xtreme dataset for bucc18 config
Support streaming xtreme dataset for bucc18 config.
https://github.com/huggingface/datasets/pull/4026
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,026
true
Missing argument in precision/recall
**Is your feature request related to a problem? Please describe.** [`sklearn.metrics.precision_score`](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html) accepts an argument `zero_division`, but it is not available in [precision Metric](https://github.com/huggingface/datasets/blob/...
https://github.com/huggingface/datasets/issues/4025
[ "Thanks for the suggestion, @Dref360.\r\n\r\nWe are adding that argument. " ]
null
4,025
false
Doc: image_process small tip
I've added a small tip in the `image_process` doc
https://github.com/huggingface/datasets/pull/4024
[ "_The documentation is not available anymore as the PR was closed or merged._", "This tip is unnecessary, i.e., Pillow will already be installed since the `Image` feature requires it for encoding and decoding. Thanks anyway.\r\n\r\ncc @stevhliu I've noticed we are missing the installation section in the doc (`pip...
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4,024
true
Replace yahoo_answers_topics data url
I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
https://github.com/huggingface/datasets/pull/4023
[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI is failing because of issues in the dataset cards that are unrelated to this PR - merging" ]
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4,023
true
Replace dbpedia_14 data url
I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
https://github.com/huggingface/datasets/pull/4022
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,022
true
Fix `map` remove_columns on empty dataset
On an empty dataset, the `remove_columns` parameter of `map` currently doesn't actually remove the columns: ```python >>> ds = datasets.load_dataset("glue", "rte") >>> ds_filtered = ds.filter(lambda x: x["label"] != -1) >>> ds_mapped = ds_filtered.map(lambda x: x, remove_columns=["label"]) >>> print(repr(ds_mapped...
https://github.com/huggingface/datasets/pull/4021
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,021
true
Replace amazon_polarity data URL
I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
https://github.com/huggingface/datasets/pull/4020
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,020
true
Make yelp_polarity streamable
It was using `dl_manager.download_and_extract` on a TAR archive, which is not supported in streaming mode. I replaced this by `dl_manager.iter_archive`
https://github.com/huggingface/datasets/pull/4019
[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI is failing because of the incomplete dataset card - this is unrelated to the goal of this PR so we can ignore it" ]
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4,019
true
Replace yelp_review_full data url
I replaced the Google Drive URL of the Yelp review dataset by the FastAI one, since we've had some issues with Google Drive. Close https://github.com/huggingface/datasets/issues/4005
https://github.com/huggingface/datasets/pull/4018
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,018
true
Support streaming scan dataset
null
https://github.com/huggingface/datasets/pull/4017
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,017
true
Support streaming blimp dataset
null
https://github.com/huggingface/datasets/pull/4016
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,016
true
Can not correctly parse the classes with imagefolder
## Describe the bug I try to load my own image dataset with imagefolder, but the parsing of classes is incorrect. ## Steps to reproduce the bug I organized my dataset (ImageNet) in the following structure: ``` - imagenet/ - train/ - n01440764/ - ILSVRC2012_val_00000293.jpg ...
https://github.com/huggingface/datasets/issues/4015
[ "I found that the problem arises because the image files in my folder are actually symbolic links (for my own reasons). After modifications, the classes can now be correctly parsed. Therefore, I close this issue.", "HI, I have a question. How much time did you load the ImageNet data files? " ]
null
4,015
false
Support streaming id_clickbait dataset
null
https://github.com/huggingface/datasets/pull/4014
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,014
true
Cannot preview "hazal/Turkish-Biomedical-corpus-trM"
## Dataset viewer issue for '*hazal/Turkish-Biomedical-corpus-trM' **Link:** *https://huggingface.co/datasets/hazal/Turkish-Biomedical-corpus-trM* *I cannot see the dataset preview.* ``` Server Error Status code: 400 Exception: HTTPError Message: 403 Client Error: Forbidden for url: https://h...
https://github.com/huggingface/datasets/issues/4013
[ "Hi @hazalturkmen, thanks for reporting.\r\n\r\nNote that your dataset repository does not contain any loading script; it only contains a data file named `tr_article_2`.\r\n\r\nWhen there is no loading script but only data files, the `datasets` library tries to infer how to load the data by looking at the data file...
null
4,013
false
Rename wer to cer
wer variable changed to cer in README file
https://github.com/huggingface/datasets/pull/4012
[]
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4,012
true
Fix SQuAD v2 metric docs on `references` format
`references` it's not a list of dictionaries but a dictionary that has a list in its values.
https://github.com/huggingface/datasets/pull/4011
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4011). All of your documentation changes will be reflected on that endpoint." ]
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4,011
true
Fix None issue with Sequence of dict
`Features.encode_example` currently fails if it contains a sequence if dict like `Sequence({"subcolumn": Value("int32")})` and if `None` is passed instead of the dict. ```python File "/Users/quentinlhoest/Desktop/hf/datasets/src/datasets/features/features.py", line 1310, in encode_example return encode_neste...
https://github.com/huggingface/datasets/pull/4010
[ "_The documentation is not available anymore as the PR was closed or merged._", "Merging since I'd like do do a patch release soon for this one" ]
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4,010
true
AMI load_dataset error: sndfile library not found
## Describe the bug Getting error message when loading AMI dataset. ## Steps to reproduce the bug `python3 -c "from datasets import load_dataset; print(load_dataset('ami', 'headset-single', split='validation')[0])" ` ## Expected results A clear and concise description of the expected results. ## Actual r...
https://github.com/huggingface/datasets/issues/4009
[ "Issue unresolved, see [4000](https://github.com/huggingface/datasets/issues/4009#issue-1179658611)" ]
null
4,009
false
Support streaming daily_dialog dataset
null
https://github.com/huggingface/datasets/pull/4008
[ "Yay! I love this dataset!" ]
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4,008
true
set_format does not work with multi dimension tensor
## Describe the bug set_format only transforms the last dimension of a multi-dimension list to tensor ## Steps to reproduce the bug ```python import torch from datasets import Dataset ds = Dataset.from_dict({"A": [torch.rand((2, 2))]}) # ds = Dataset.from_dict({"A": [np.random.rand(2, 2)]}) # => same result...
https://github.com/huggingface/datasets/issues/4007
[ "Hi! Use the `ArrayXD` feature type (where X is the number of dimensions) to get correctly formated tensors. So in your case, define the dataset as follows :\r\n```python\r\nds = Dataset.from_dict({\"A\": [torch.rand((2, 2))]}, features=Features({\"A\": Array2D(shape=(2, 2), dtype=\"float32\")}))\r\n```\r\n", "Hi...
null
4,007
false
Use audio feature in ASR task template
The AutomaticSpeechRecognition task template is outdated: it still uses the file path column as input instead of the audio column. I changed that and updated all the datasets as well as the tests. The only community dataset that will need to be updated is `facebook/multilingual_librispeech`. It has almost zero us...
https://github.com/huggingface/datasets/pull/4006
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,006
true
Yelp not working
## Dataset viewer issue for '*name of the dataset*' **Link:** https://huggingface.co/datasets/yelp_review_full/viewer/yelp_review_full/train Doesn't work: ``` Server error Status code: 400 Exception: Error Message: line contains NULL ``` Am I the one who added this dataset ? No A seamingly...
https://github.com/huggingface/datasets/issues/4005
[ "I don't think it's an issue with the dataset-viewer. Maybe @lhoestq or @albertvillanova could confirm.\r\n\r\n```python\r\n>>> from datasets import load_dataset, DownloadMode\r\n>>> import itertools\r\n>>> # without streaming\r\n>>> dataset = load_dataset(\"yelp_review_full\", name=\"yelp_review_full\", split=\"tr...
null
4,005
false
ASSIN 2 dataset: replace broken Google Drive _URLS by links on github
Closes #4003 . Fixes checksum error. Replaces Google Drive urls by the files hosted here: [Multilingual Transformer Ensembles for Portuguese Natural Language Tasks](https://github.com/ruanchaves/assin)
https://github.com/huggingface/datasets/pull/4004
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,004
true
ASSIN2 dataset checksum bug
## Describe the bug Checksum error after trying to load the [ASSIN 2 dataset](https://huggingface.co/datasets/assin2). `NonMatchingChecksumError` triggered by calling `load_dataset("assin2")`. Similar to #3952 , #3942 , #3941 , etc. ``` ----------------------------------------------------------------------...
https://github.com/huggingface/datasets/issues/4003
[ "Using latest code, I am still facing the issue.\r\n\r\n```python\r\n(base) vimos@vimosmu ➜ ~ ipython\r\nPython 3.6.7 | packaged by conda-forge | (default, Nov 6 2019, 16:19:42) \r\nType 'copyright', 'credits' or 'license' for more information\r\nIPython 7.11.1 -- An enhanced Interactive Python. Type '?' for help...
null
4,003
false
Support streaming conll2012_ontonotesv5 dataset
Use another URL whit a single ZIP file (instead of previous one with a ZIP file inside another ZIP file).
https://github.com/huggingface/datasets/pull/4002
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,002
true
How to use generate this multitask dataset for SQUAD? I am getting a value error.
## Dataset viewer issue for 'squad_multitask*' **Link:** https://huggingface.co/datasets/vershasaxena91/squad_multitask *short description of the issue* I am trying to generate the multitask dataset for squad dataset. However, gives the error in dataset explorer as well as my local machine. I tried the comma...
https://github.com/huggingface/datasets/issues/4001
[ "Hi! Replacing `nlp.<obj>` with `datasets.<obj>` in the script should fix the problem. `nlp` has been renamed to `datasets` more than a year ago, so please use `datasets` instead to avoid weird issues.", "Thank You! Was able to solve with the help of this.", "But I request you to please fix the same in the data...
null
4,001
false
load_dataset error: sndfile library not found
## Describe the bug Can't load ami dataset ## Steps to reproduce the bug ``` python3 -c "from datasets import load_dataset; print(load_dataset('ami', 'headset-single', split='validation')[0])" ``` ## Expected results ## Actual results Downloading and preparing dataset ami/headset-single (download: 10.71...
https://github.com/huggingface/datasets/issues/4000
[ "Hi @i-am-neo,\r\n\r\nThe audio support is an extra feature of `datasets` and therefore it must be installed as an additional optional dependency:\r\n```shell\r\npip install datasets[audio]\r\n```\r\nAdditionally, for specific MP3 support (which is not the case for AMI dataset, that contains WAV audio files), there...
null
4,000
false
Docs maintenance
This PR links some functions to the API reference. These functions previously only showed up in code format because the path to the actual API was incorrect.
https://github.com/huggingface/datasets/pull/3999
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,999
true
Fix Audio.encode_example() when writing an array
Closes #3996
https://github.com/huggingface/datasets/pull/3998
[ "_The documentation is not available anymore as the PR was closed or merged._", "@albertvillanova do you think [this line](https://github.com/huggingface/datasets/pull/3998/files#diff-58e348f6e4deaa5f3119e420a5d48ebb82875a78c28628831748fb54f59b2c78R67) is enough? that's why we missed this bug, we didn't check thi...
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3,998
true
Sync Features dictionaries
This PR adds a wrapper to the `Features` class to keep the secondary dict, `_column_requires_decoding`, aligned with the main dict (as discussed in https://github.com/huggingface/datasets/pull/3723#discussion_r806912731). A more elegant approach would be to subclass `UserDict` and override `__setitem__` and `__delit...
https://github.com/huggingface/datasets/pull/3997
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,997
true
Audio.encode_example() throws an error when writing example from array
## Describe the bug When trying to do `Audio().encode_example()` with preexisting array (see [this line](https://github.com/huggingface/datasets/blob/master/src/datasets/features/audio.py#L73)), `sf.write()` throws you an error: `TypeError: No format specified and unable to get format from file extension: <_io.BytesI...
https://github.com/huggingface/datasets/issues/3996
[ "Good catch ! Yes I think passing `format=\"wav\"` is the right thing to do", "Thanks @polinaeterna for reporting this issue.\r\n\r\nIn relation to the decoding of MP3 audio files without torchaudio, I remember Patrick made some tests and these had quite bad performance. That is why he proposed to support MP3 fil...
null
3,996
false
Close `PIL.Image` file handler in `Image.decode_example`
Closes the file handler of the PIL image object in `Image.decode_example` to avoid the `Too many open files` error. To pass [the image equality checks](https://app.circleci.com/pipelines/github/huggingface/datasets/10774/workflows/d56670e6-16bb-4c64-b601-a152c5acf5ed/jobs/65825) in CI, `Image.decode_example` calls `...
https://github.com/huggingface/datasets/pull/3995
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,995
true
Change audio column from string path to Audio feature in ASR task
Will fix #3990
https://github.com/huggingface/datasets/pull/3994
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3,994
true
Streaming dataset + interleave + DataLoader hangs with multiple workers
## Describe the bug Interleaving multiple iterable datasets that use `load_dataset` on streaming mode hangs when passed to `torch.utils.data.DataLoader` with multiple workers. ## Steps to reproduce the bug ```python from datasets import interleave_datasets, load_dataset from torch.utils.data import DataLoader ...
https://github.com/huggingface/datasets/issues/3993
[ "Same thing occurs when streaming files loaded from disk.", "Hi ! Thanks for reporting, could this be related to https://github.com/huggingface/datasets/issues/3950 ?\r\n\r\nCurrently streaming datasets only works in single process, but we're working on having in work in distributed setups as well :) (EDIT: done)...
null
3,993
false
Image column is not decoded in map when using with with_transform
## Describe the bug Image column is not _decoded_ in **map** when using with `with_transform` ## Steps to reproduce the bug ```python from datasets import Image, Dataset def add_C(batch): batch["C"] = batch["A"] return batch ds = Dataset.from_dict({"A": ["image.png"]}).cast_column("A", Image()) ...
https://github.com/huggingface/datasets/issues/3992
[ "Hi! This behavior stems from this line: https://github.com/huggingface/datasets/blob/799b817d97590ddc97cbd38d07469403e030de8c/src/datasets/arrow_dataset.py#L1919\r\nBasically, the `Image`/`Audio` columns are decoded only if the `format_type` attribute is `None` (`set_format`/`with_format` and `set_transform`/`with...
null
3,992
false
Add Lung Image Database Consortium image collection (LIDC-IDRI) dataset
## Adding a Dataset - **Name:** *Lung Image Database Consortium image collection (LIDC-IDRI)* - **Description:** *Consists of diagnostic and lung cancer screening thoracic computed tomography (CT) scans with marked-up annotated lesions. It is a web-accessible international resource for development, training, and ev...
https://github.com/huggingface/datasets/issues/3991
[]
null
3,991
false
Improve AutomaticSpeechRecognition task template
**Is your feature request related to a problem? Please describe.** [AutomaticSpeechRecognition task template](https://github.com/huggingface/datasets/blob/master/src/datasets/tasks/automatic_speech_recognition.py) is outdated as it uses path to audiofile as an audio column instead of a Audio feature itself (I guess it...
https://github.com/huggingface/datasets/issues/3990
[ "There is an open PR to do that: #3364. I just haven't had time to finish it... ", "> There is an open PR to do that: #3364. I just haven't had time to finish it...\r\n\r\n😬 thanks..." ]
null
3,990
false
Remove old wikipedia leftovers
After updating Wikipedia dataset, remove old wikipedia leftovers from doc.
https://github.com/huggingface/datasets/pull/3989
[ "_The documentation is not available anymore as the PR was closed or merged._", "> This makes me think we shouldn't advise the use of load_dataset in dataset scripts, since it doesn't guarantee that the cache will work as expected (the cache directory is not set correctly, and the required disk space for download...
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3,989
true
More consistent references in docs
Aligns the internal references with style discussed in https://github.com/huggingface/datasets/pull/3980. cc @stevhliu
https://github.com/huggingface/datasets/pull/3988
[ "_The documentation is not available anymore as the PR was closed or merged._", "Looks good, thanks for working on this!" ]
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3,988
true
Fix Faiss custom_index device
Currently, if both `custom_index` and `device` are passed to `FaissIndex`, `device` is silently ignored. This PR fixes this by raising a ValueError if both arguments are passed. Alternatively, the `custom_index` could be transferred to the target `device`.
https://github.com/huggingface/datasets/pull/3987
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,987
true
Dataset loads indefinitely after modifying default cache path (~/.cache/huggingface)
## Describe the bug Dataset loads indefinitely after modifying cache path (~/.cache/huggingface) If none of the environment variables are set, this custom dataset loads fine ( json-based dataset with custom dataset load script) ** Update: Transformer modules faces the same issue as well during loading ## A clear ...
https://github.com/huggingface/datasets/issues/3986
[ "Hi ! I didn't managed to reproduce the issue. When you kill the process, is there any stacktrace that shows at what point in the code python is hanging ?", "Hi @lhoestq , I've traced the issue back to file locking. It's similar to this thread, using Lustre filesystem as well. https://github.com/huggingface/datas...
null
3,986
false
[image feature] Too many files open error when image feature is returned as a path
## Describe the bug PR in context: #3967. If I load the dataset in this PR (TextVQA), and do a simple list comprehension on the dataset, I get `Too many open files error`. This is happening due to the way we are loading the image feature when a str path is returned from the `_generate_examples`. Specifically at http...
https://github.com/huggingface/datasets/issues/3985
[]
null
3,985
false
Local and automatic tests fail
## Describe the bug Running the tests from CircleCI on a PR or locally fails, even with no changes. Tests seem to fail on `test_metric_common.py` ## Steps to reproduce the bug ```shell git clone https://huggingface/datasets.git cd datasets ``` ```python python -m pip install -e . pytest ``` ## Expected...
https://github.com/huggingface/datasets/issues/3984
[ "Hi ! To be able to run the tests, you need to install all the test dependencies and additional ones with\r\n```\r\npip install -e .[tests]\r\npip install -r additional-tests-requirements.txt --no-deps\r\n```\r\n\r\nIn particular, you probably need to `sacrebleu`. It looks like it wasn't able to instantiate `sacreb...
null
3,984
false
Infinitely attempting lock
I am trying to run one of the examples of the `transformers` repo, which makes use of `datasets`. Important to note is that I am trying to run this via a Databricks notebook, and all the files reside in the Databricks Filesystem (DBFS). ``` %sh python /dbfs/transformers/examples/pytorch/summarization/run_summariz...
https://github.com/huggingface/datasets/issues/3983
[ "Hi ! Thanks for reporting. We're using `py-filelock` as our locking mechanism.\r\n\r\nCan you try deleting the .lock file mentioned in the logs and try again ? Make sure that no other process is generating the `cnn_dailymail` dataset.\r\n\r\nIf it doesn't work, could you try to set up a lock using the latest vers...
null
3,983
false
Exclude Google Drive tests of the CI
These tests make the CI spam the Google Drive API, the CI now gets banned by Google Drive very often. I think we can just skip these tests from the CI for now. In the future we could have a CI job that runs only once a day or once a week for such cases cc @albertvillanova @mariosasko @severo Close #3415 ...
https://github.com/huggingface/datasets/pull/3982
[ "_The documentation is not available anymore as the PR was closed or merged._", "I was thinking exactly the same: running unit tests that request continuously a third-party API is not a good idea." ]
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3,982
true
Add TER metric card
Add TER metric card This card is still missing content for the following sections: - **Limitations & Biases** - **Values from Papers** If anyone has any ideas for either of the above, feel free to either add them or point me to them and I'll add them!
https://github.com/huggingface/datasets/pull/3981
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,981
true
Add tip on how to speed up loading with ImageFolder
This PR does two things: * adds a tip on how to speed up loading of a large number of files with ImageFolder (motivated by [this issue](https://github.com/huggingface/datasets/issues/3960)) * replaces the current references to the `Dataset` methods in the Image Processing doc with their fully qualified counterparts (...
https://github.com/huggingface/datasets/pull/3980
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for adding that tip! πŸ‘ \r\n\r\nFor the docs syntax, it might be better if we hide the package name/full path to the class or function and only show the name of it. I think it's easier for users to read the function name (eg,`...
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3,980
true
Fix google drive streaming for small files
Google drive did another change recently, following #3787 #3843 . In particular Google Drive now returns 403 for GET requests with `confirm=t` when a files doesn't have a virus warning message. I fixed this by passing `confirm=t` if and only if when there is one (i.e. when status code is 200 for HEAD)
https://github.com/huggingface/datasets/pull/3979
[ "_The documentation is not available anymore as the PR was closed or merged._", "Actually the CI fails because of this\r\n![image](https://user-images.githubusercontent.com/42851186/159281771-78e611b1-6b04-4a87-8324-b6ba2d8c6a6a.png)\r\n\r\nIt looks like we can't have a proper way to test google drive in the CI r...
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3,979
true
I can't view HFcallback dataset for ASR Space
## Dataset viewer issue for '*Urdu-ASR-flags*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/kingabzpro/Urdu-ASR-flags)* *I think dataset should show some thing and if you want me to add script, please show me the documentation. I thought this was suppose to be automatic task.* A...
https://github.com/huggingface/datasets/issues/3978
[ "the dataset viewer is working on this dataset. I imagine the issue is that we would expect to be able to listen to the audio files in the `Please Record Your Voice file` column, right?\r\n\r\nmaybe @lhoestq or @albertvillanova could help\r\n\r\n<img width=\"1019\" alt=\"Capture d’écran 2022-03-24 aΜ€ 17 36 20\" sr...
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3,978
false
Adapt `docs/README.md` for datasets
## Describe the bug Currently `docs/README.md` is a direct copy from `transformers`, we should probably adapt this file for `datasets`.
https://github.com/huggingface/datasets/issues/3977
[ "Thanks for reporting @qqaatw.\r\n\r\nYes, we should definitely adapt that file for `datasets`. " ]
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3,977
false
Fix main classes reference in docs
Currently the section index (on the page's right side) of the [main classes reference](https://huggingface.co/docs/datasets/master/en/package_reference/main_classes) incorrectly displays `Tensor returned:`, this PR fixes this issue by wrapping code examples in this page with markdown code block. There are other exam...
https://github.com/huggingface/datasets/pull/3976
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3976). All of your documentation changes will be reflected on that endpoint.", "Not sure why some section titles end with `[[datasets.xxx]]`, like this: https://moon-ci-docs.huggingface.co/docs/datasets/pr_3976/en/package_refer...
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3,976
true
Update many missing tags to dataset README's
I've started to go through the datasets available and noticed that there are 127 datasets that does not have all the tags so I started filling them in; starting with some of the most common and QA datasets Not 100% certain that the task_id is correct for SuperGLUE If anyone is browsing the issues and would like t...
https://github.com/huggingface/datasets/pull/3975
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3,975
true
Add XFUN dataset
This PR adds XFUN dataset. Home page and repository: https://github.com/doc-analysis/XFUND Source code: https://github.com/microsoft/unilm/blob/master/layoutlmft/layoutlmft/data/datasets/xfun.py
https://github.com/huggingface/datasets/pull/3974
[ "_The documentation is not available anymore as the PR was closed or merged._", "Not sure how to generate dummy data.\r\n\r\nThe downloaded file structure is \r\n\r\n- document file paths\r\n - (a json file containing all documents info, document images folder)\r\n - (a json file containing all documents in...
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3,974
true
ConnectionError and SSLError
code ``` from datasets import load_dataset dataset = load_dataset('oscar', 'unshuffled_deduplicated_it') ``` bug report ``` --------------------------------------------------------------------------- ConnectionError Traceback (most recent call last) ~\AppData\Local\Temp/ipykernel_2978...
https://github.com/huggingface/datasets/issues/3973
[ "Hi ! You can download the `oscar.py` file from this repository at `/datasets/oscar/oscar.py`.\r\n\r\nThen you can load the dataset by passing the local path to `oscar.py` to `load_dataset`:\r\n```python\r\nload_dataset(\"path/to/oscar.py\", \"unshuffled_deduplicated_it\")\r\n```", "it works,but another error occ...
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3,973
false
Adding Roman Urdu Hate Speech dataset
This Pull request will add the Roman Urdu Hate speech Dataset.
https://github.com/huggingface/datasets/pull/3972
[ "@lhoestq can you review when you have some time? Also were the previous CI fails due to the Google Drive tests which were excluded by #3982 ?", "> were the previous CI fails due to the Google Drive tests which were excluded by https://github.com/huggingface/datasets/pull/3982 ?\r\n\r\nYes exactly, merging `maste...
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3,972
true
Applied index-filters on scores in search.py.
Updated search.py to resolve the issue mentioned in https://github.com/huggingface/datasets/issues/3961. Applied index-filters on scores in get_nearest_examples and get_nearest_examples_batch methods of search.py.
https://github.com/huggingface/datasets/pull/3971
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,971
true
Apply index-filters on scores in get_nearest_examples and get_nearest…
Updated search.py to resolve the issue mentioned in https://github.com/huggingface/datasets/issues/3961. Applied index-filters on scores in get_nearest_examples and get_nearest_examples_batch methods of search.py.
https://github.com/huggingface/datasets/pull/3970
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3,970
true
Cannot preview cnn_dailymail dataset
## Dataset viewer issue for '*cnn_dailymail*' **Link:** https://huggingface.co/datasets/cnn_dailymail *short description of the issue* Am I the one who added this dataset ? Yes-No
https://github.com/huggingface/datasets/issues/3969
[ "I guess the cache got corrupted due to a previous issue with Google Drive service.\r\n\r\nThe cache should be regenerated, e.g. by passing `download_mode=\"force_redownload\"`.\r\n\r\nCC: @severo ", "Note that the dataset preview uses its own cache, not `datasets`' cache. So `download_mode=\"force_redownload\"` ...
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3,969
false
Cannot preview 'indonesian-nlp/eli5_id' dataset
## Dataset viewer issue for '*indonesian-nlp/eli5_id*' **Link:** https://huggingface.co/datasets/indonesian-nlp/eli5_id I can not see the dataset preview. ``` Server Error Status code: 400 Exception: Status400Error Message: Not found. Maybe the cache is missing, or maybe the dataset does not exis...
https://github.com/huggingface/datasets/issues/3968
[ "Hi @cahya-wirawan, thanks for reporting.\r\n\r\nYour dataset is working OK in streaming mode:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: ds = load_dataset(\"indonesian-nlp/eli5_id\", split=\"train\", streaming=True)\r\n ...: item = next(iter(ds))\r\n ...: item\r\nUsing custom data con...
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false
[feat] Add TextVQA dataset
This would be the first classification-based vision-and-language dataset in the datasets library. Currently, the dataset downloads everything you need beforehand. See the [paper](https://arxiv.org/abs/1904.08920) for more details. Test Plan: - Ran the full and the dummy data test locally
https://github.com/huggingface/datasets/pull/3967
[ "_The documentation is not available anymore as the PR was closed or merged._", "Hey :) Have you had a chance to continue this PR ? Let me know if you have questions or if I can help", "Hey @lhoestq, let me wrap this up soon. I will resolve your comments in next push." ]
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3,967
true
Create metric card for BERTScore
Proposing a metric card for BERTScore
https://github.com/huggingface/datasets/pull/3966
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,966
true
TypeError: Couldn't cast array of type for JSONLines dataset
## Describe the bug One of the [course participants](https://discuss.huggingface.co/t/chapter-5-questions/11744/20?u=lewtun) is having trouble loading a JSONLines dataset that's composed of the GitHub issues from `spacy` (see stack trace below). This reminds me a bit of #2799 where one can load the dataset in `pan...
https://github.com/huggingface/datasets/issues/3965
[ "Hi @lewtun, thanks for reporting.\r\n\r\nIt seems that our library fails at inferring the dtype of the columns:\r\n- `milestone`\r\n- `performed_via_github_app` \r\n\r\n(and assigns them `null` dtype)." ]
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false
Add default Audio Loader
**Is your feature request related to a problem? Please describe.** Writing a custom loading dataset script might be a bit challenging for users. **Describe the solution you'd like** Add default Audio loader (analogous to ImageFolder) for small datasets with standard directory structure. **Describe alternatives ...
https://github.com/huggingface/datasets/issues/3964
[]
null
3,964
false
Add Audio Folder
Would resolve #3964 AudioFolder loads a .txt file with transcriptions and creates a dataset with all audiofiles in provided directory that has a transcription (independently of the directory structure) as a single split (train). Can be loaded via: ```python # for local dirs dataset = load_dataset("audiofolder...
https://github.com/huggingface/datasets/pull/3963
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3963). All of your documentation changes will be reflected on that endpoint.", "Feel free to merge `master` into this branch to fix the CI errors related to Google Drive :)\r\n\r\nI think we can just remove the test that is bas...
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3,963
true
Fix flatten of Sequence feature type
The `Sequence` features type is not correctly flattened if it contains a dictionary. This PR fixes this, and I added a test case for this. Close https://github.com/huggingface/datasets/issues/3795
https://github.com/huggingface/datasets/pull/3962
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,962
true
Scores from Index at extra positions are not filtered out
If a FAISS index has fewer records than the requested number of top results (k), then it returns -1 in indices for the additional positions. The get_nearest_examples method only filters out the extra results from the dataset samples. It would be better to filter out extra scores too. Reference: https://github.com/hu...
https://github.com/huggingface/datasets/issues/3961
[ "Hi! Yes, that makes sense! Would you like to submit a PR to fix this?", "Created PR https://github.com/huggingface/datasets/pull/3971" ]
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3,961
false
Load local dataset error
When i used the datasets==1.11.0, it's all right. Util update the latest version, it get the error like this: ``` >>> from datasets import load_dataset >>> data_files={'train': ['/ssd/datasets/imagenet/pytorch/train'], 'validation': ['/ssd/datasets/imagenet/pytorch/val']} >>> ds = load_dataset('nateraw/image-folder...
https://github.com/huggingface/datasets/issues/3960
[ "Hi! Instead of @nateraw's `image-folder`, I suggest using the newly released `imagefolder` dataset:\r\n```python\r\n>>> from datasets import load_dataset\r\n>>> data_files={'train': ['/ssd/datasets/imagenet/pytorch/train/**'], 'validation': ['/ssd/datasets/imagenet/pytorch/val/**']}\r\n>>> ds = load_dataset('image...
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3,960
false
Medium-sized dataset conversion from pandas causes a crash
Hi, I am suffering from the following issue: ## Describe the bug Conversion to arrow dataset from pandas dataframe of a certain size deterministically causes the following crash: ``` File "/home/datasets_crash.py", line 7, in <module> arrow=datasets.Dataset.from_pandas(d) File "/home/.conda/envs/tools...
https://github.com/huggingface/datasets/issues/3959
[ "Hi ! It looks like an issue with pyarrow, could you try updating pyarrow and try again ?", "@albertvillanova did you find a solution to this?", "IΒ΄m getting the same problem with some files, @albertvillanova did you find a solution to this?" ]
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3,959
false
Update Wikipedia metadata
This PR updates: - dataset card - metadata JSON
https://github.com/huggingface/datasets/pull/3958
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3958). All of your documentation changes will be reflected on that endpoint.", "Once this last PR validated, I can take care of the integration of all the wikipedia update branch into master, @lhoestq. " ]
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3,958
true
Fix xtreme s metrics
We in fact do need BABEL in xtreme-s
https://github.com/huggingface/datasets/pull/3957
[ "Sorry for the commit history mess, but will be squashed anyways so should be fine", "_The documentation is not available anymore as the PR was closed or merged._" ]
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3,957
true
TypeError: __init__() missing 1 required positional argument: 'scheme'
## Describe the bug Based on [this tutorial](https://huggingface.co/docs/datasets/faiss_es#elasticsearch) the provided code should add Elasticsearch index but raised the following error, probably the new Elasticsearch version is not compatible though the tutorial doesn't provide any information about the supporting El...
https://github.com/huggingface/datasets/issues/3956
[ "Hi @amirj, thanks for reporting.\r\n\r\nAt first sight, your issue seems a version incompatibility between your Elasticsearch client and your Elasticsearch server.\r\n\r\nFeel free to have a look at Elasticsearch client docs: https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/overview.html#_co...
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3,956
false
Remove unncessary 'pylint disable' message in ReadMe
null
https://github.com/huggingface/datasets/pull/3955
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3,955
true
The dataset preview is not available for tdklab/Hebrew_Squad_v1.1 dataset
## Dataset viewer issue for 'tdklab/Hebrew_Squad_v1.1' **Link:** https://huggingface.co/api/datasets/tdklab/Hebrew_Squad_v1.1?full=true The dataset preview is not available for this dataset. Am I the one who added this dataset ? Yes
https://github.com/huggingface/datasets/issues/3954
[ "Hi @MatanBenChorin, thanks for reporting.\r\n\r\nPlease, take into account that the preview may take some time until it properly renders (we are working to reduce this time).\r\n\r\nMaybe @severo can give more details on this.", "Hi, \r\nThank you", "Thanks for reporting. We are looking at it and will give upd...
null
3,954
false
Add ImageNet Sketch
## Adding a Dataset - **Name:** ImageNet Sketch - **Description:** ImageNet-Sketch is a dataset consisting of sketch-like images, that matches the ImageNet classification validation set in categories and scale. - **Paper:** [Learning Robust Global Representations by Penalizing Local Predictive Power](https://arxiv.o...
https://github.com/huggingface/datasets/issues/3953
[ "Can you assign this task to me? @nreimers @mariosasko ", "Hi! Sure! Let us know if you need any pointers." ]
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3,953
false