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Refactor column mappings for question answering datasets
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2022-05-23T09:13:14
2022-05-24T12:57:00
2022-05-24T12:48:48
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This PR tweaks the keys in the metadata that are used to define the column mapping for question answering datasets. This is needed in order to faithfully reconstruct column names like `answers.text` and `answers.answer_start` from the keys in AutoTrain. As observed in https://github.com/huggingface/datasets/pull/436...
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2022-05-23T09:11:20
2022-06-01T09:27:52
2022-06-01T09:19:25
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Since Python 3.8, the typing module: - raises an AttributeError when trying to access `__args__` on any type, e.g.: `List.__args__` - provides the `get_args` function instead: `get_args(List)` This PR implements a fix for Python >=3.8 whereas maintaining backward compatibility.
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Fix bug in gem dataset for wiki_auto_asset_turk config
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2022-05-23T07:19:49
2022-05-23T10:38:26
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This PR fixes some URLs. Fix #4386.
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Set builder name from module instead of class
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Now the builder name attribute is set from from the builder class name. This PR sets the builder name attribute from the module name instead. Some motivating reasons: - The dataset ID is relevant and unique among all datasets and this is directly related to the repository name, i.e., the name of the directory conta...
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device/google/accessory/adk2012 - Git at Google
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"git clone https://android.googlesource.com/device/google/accessory/adk2012" https://android.googlesource.com/device/google/accessory/adk2012/#:~:text=git%20clone%20https%3A//android.googlesource.com/device/google/accessory/adk2012
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Bug for wiki_auto_asset_turk from GEM
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2022-05-21T12:31:30
2022-05-24T05:55:52
2022-05-23T10:29:55
NONE
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## Describe the bug The script of wiki_auto_asset_turk for GEM may be out of date. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('gem', 'wiki_auto_asset_turk') ``` ## Actual results ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/...
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Test dill
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2022-05-21T08:57:43
2022-05-25T08:30:13
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Regression test for future releases of `dill`. Related to #4379.
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Refactor download
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2022-05-21T08:49:24
2022-05-25T10:52:02
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This PR performs a refactoring of the download functionalities, by proposing a modular solution and moving them to their own package "download". Some motivating arguments: - understandability: from a logical partitioning of the library, it makes sense to have all download functionalities grouped together instead of sc...
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2022-05-21T19:20:13
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## Describe the L L ## Expected L A clear and concise lmll Specify the actual results or traceback. ## Environment info <!-- You can run the command `datasets-cli env` and copy-and-paste its output below. --> - `datasets` version: - Platform: - Python version: - PyArrow version:
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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Bug in caching 2 datasets both with the same builder class name
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2022-05-20T18:18:03
2022-06-02T08:18:37
2022-05-25T05:16:15
MEMBER
null
## Describe the bug The two datasets `mteb/mtop_intent` and `mteb/mtop_domain `use both the same cache folder `.cache/huggingface/datasets/mteb___mtop`. So if you first load `mteb/mtop_intent` then datasets will not load `mteb/mtop_domain`. If you delete this cache folder and flip the order how you load the two datas...
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[ "Hi @NouamaneTazi, thanks for reporting.\r\n\r\nPlease note that both datasets are cached in the same directory because their loading builder classes have the same name: `class MTOP(datasets.GeneratorBasedBuilder)`.\r\n\r\nYou should name their builder classes differently, e.g.:\r\n- `MtopDomain`\r\n- `MtopIntent`"...
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1,243,183,054
PR_kwDODunzps44MUz0
4,380
Pin dill
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2022-05-20T13:54:19
2022-06-13T10:03:52
2022-05-20T16:33:04
MEMBER
null
Hotfix #4379. CC: @sgugger
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4,379
Latest dill release raises exception
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2022-05-20T13:48:36
2022-05-21T15:53:26
2022-05-20T17:06:27
MEMBER
null
## Describe the bug As reported by @sgugger, latest dill release is breaking things with Datasets. ``` ______________ ExamplesTests.test_run_speech_recognition_seq2seq _______________ self = <multiprocess.pool.ApplyResult object at 0x7fa5981a1cd0>, timeout = None def get(self, timeout=None): s...
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[ "Fixed by:\r\n- #4380 ", "Just an additional insight, the latest dill (either 0.3.5 or 0.3.5.1) also broke the hashing/fingerprinting of any mapping function.\r\n\r\nFor example:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nd = load_dataset(\"rotten_tomatoes\")\r\nd.map(lambda x: x)\r\n```\r\n\r\nReturns th...
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1,242,935,373
PR_kwDODunzps44Lf2R
4,378
Tidy up license metadata for google_wellformed_query, newspop, sick
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2022-05-20T10:16:12
2022-05-24T13:50:23
2022-05-24T13:10:27
CONTRIBUTOR
null
Amend three licenses on datasets to fit naming convention (lower case, cc licenses include sub-version number). I think that's it - everything else on datasets looks great & super-searchable now!
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[ "_The documentation is not available anymore as the PR was closed or merged._", "& thank you!" ]
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4,377
Fix checksum and bug in irc_disentangle dataset
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2022-05-20T07:29:28
2022-05-20T09:34:36
2022-05-20T09:26:32
MEMBER
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There was a bug in filepath segment: - wrong: `jkkummerfeld-irc-disentanglement-fd379e9` - right: `jkkummerfeld-irc-disentanglement-35f0a40` Also there was a bug in the checksum of the downloaded file. This PR fixes these issues. Fix partially #4376.
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1,242,218,144
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4,376
irc_disentagle viewer error
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2022-05-19T19:15:16
2023-01-12T16:56:13
2022-06-02T08:20:00
NONE
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the dataviewer shows this message for "ubuntu" - "train", "test", and "validation" splits: ``` Server error Status code: 400 Exception: ValueError Message: Cannot seek streaming HTTP file ``` it appears to give the same message for the "channel_two" data as well. I get a Checksums error when usi...
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[ "DUPLICATED comment from https://github.com/huggingface/datasets/issues/3807:\r\n\r\nmy code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"irc_disentangle\", download_mode=\"force_redownload\")\r\n```\r\nhowever, it produces the same error\r\n```\r\n[38](file:///Library/Frameworks/Pyt...
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1,241,921,147
PR_kwDODunzps44IMCS
4,375
Support DataLoader with num_workers > 0 in streaming mode
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2022-05-19T15:00:31
2022-07-04T16:05:14
2022-06-10T20:47:27
MEMBER
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### Issue It's currently not possible to properly stream a dataset using multiple `torch.utils.data.DataLoader` workers: - the `TorchIterableDataset` can't be pickled and passed to the subprocesses: https://github.com/huggingface/datasets/issues/3950 - streaming extension is failing: https://github.com/huggingfa...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Alright this is finally ready for review ! It's quite long I'm sorry, but it's not easy to disentangle everything ^^'\r\n\r\nThe main additions are in\r\n- src/datasets/formatting/dataset_wrappers/torch_iterable_dataset.py\r\n- src/d...
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4,374
extremely slow processing when using a custom dataset
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2022-05-19T14:18:05
2023-07-25T15:07:17
2023-07-25T15:07:16
NONE
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## processing a custom dataset loaded as .txt file is extremely slow, compared to a dataset of similar volume from the hub I have a large .txt file of 22 GB which i load into HF dataset `lang_dataset = datasets.load_dataset("text", data_files="hi.txt")` further i use a pre-processing function to clean the d...
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[ "Hi !\r\n\r\nMy guess is that some examples in your dataset are bigger than your RAM, and therefore loading them in RAM to pass them to `remove_non_indic_sentences` takes forever because it might use SWAP memory.\r\n\r\nMaybe several examples in your dataset are grouped together, can you check `len(lang_dataset[\"t...
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4,373
Remove links in docs to old dataset viewer
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2022-05-19T13:24:39
2022-05-20T15:24:28
2022-05-20T15:16:05
CONTRIBUTOR
null
Remove the links in the docs to the no longer maintained dataset viewer.
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4,372
Check if dataset features match before push in `DatasetDict.push_to_hub`
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2022-05-19T12:32:30
2022-05-20T15:23:36
2022-05-20T15:15:30
CONTRIBUTOR
null
Fix #4211
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4,371
Add missing language tags for udhr dataset
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2022-05-19T09:34:10
2022-06-08T12:03:24
2022-05-20T09:43:10
MEMBER
null
Related to #4362.
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,369
Add redirect to dataset script in the repo structure page
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2022-05-18T17:05:33
2022-05-19T08:19:01
2022-05-19T08:10:51
MEMBER
null
Following https://github.com/huggingface/hub-docs/pull/146 I added a redirection to the dataset scripts documentation in the repository structure page.
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4,368
Add long answer candidates to natural questions dataset
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2022-05-18T14:35:42
2022-07-26T20:30:41
2022-07-26T20:18:42
CONTRIBUTOR
null
This is a modification of the Natural Questions dataset to include missing information specifically related to long answer candidates. (See here: https://github.com/google-research-datasets/natural-questions#long-answer-candidates). This information is important to ensure consistent comparison with prior work. It does ...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Once we have added `long_answer_candidates` maybe it would be worth to also add the missing `candidate_index` (inside `long_answer`). What do you think, @seirasto ?", "Also note the \"Data Fields\" section in the README is missing ...
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4,367
Remove config names as yaml keys
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2022-05-18T13:59:24
2022-05-20T09:35:26
2022-05-20T09:27:19
MEMBER
null
Many datasets have dots in their config names. However it causes issues with the YAML tags of the dataset cards since we can't have dots in YAML keys. I fix this, I removed the tags separations per config name completely, and have a single flat YAML for all configurations. Dataset search doesn't use this info anywa...
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[ "I included the change from https://github.com/huggingface/datasets/pull/4302 directly in this PR, this way the datasets will be updated right away in the CI (the CI is only triggered when a dataset card is changed)", "_The documentation is not available anymore as the PR was closed or merged._", "Alright it's ...
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TypeError: __init__() missing 1 required positional argument: 'scheme'
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2022-05-18T07:17:29
2022-05-18T16:36:22
2022-05-18T16:36:21
NONE
null
"name" : "node-1", "cluster_name" : "elasticsearch", "cluster_uuid" : "", "version" : { "number" : "7.5.0", "build_flavor" : "default", "build_type" : "tar", "build_hash" : "", "build_date" : "2019-11-26T01:06:52.518245Z", "build_snapshot" : false, "lucene_version" : "8.3.0...
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[ "Duplicate of:\r\n- #3956\r\n\r\nI think you should report that issue to `elasticsearch` library: https://github.com/elastic/elasticsearch-py" ]
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4,365
Remove dots in config names
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2022-05-17T20:12:57
2023-09-24T10:02:53
2022-05-18T13:59:41
MEMBER
null
20+ datasets have dots in their config names. However it causes issues with the YAML tags of the dataset cards since we can't have dots in YAML keys. This is related to https://github.com/huggingface/datasets/pull/2362 (internal https://github.com/huggingface/moon-landing/issues/946). Also removing the dots in th...
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4,364
Support complex feature types as `features` in packaged loaders
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2022-05-17T17:53:23
2022-05-31T12:26:23
2022-05-31T12:16:32
CONTRIBUTOR
null
This PR adds `table_cast` to the packaged loaders to fix casting to the `Image`/`Audio`, `ArrayND` and `ClassLabel` types. If these types are not present in the `builder.config.features` dictionary, the built-in `pa.Table.cast` is used for better performance. Additionally, this PR adds `cast_storage` to `ClassLabel` to...
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4,363
The dataset preview is not available for this split.
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2022-05-17T16:34:43
2022-06-08T12:32:10
2022-06-08T09:26:56
NONE
null
I have uploaded the corpus developed by our lab in the speech domain to huggingface [datasets](https://huggingface.co/datasets/Roh/ryanspeech). You can read about the companion paper accepted in interspeech 2021 [here](https://arxiv.org/abs/2106.08468). The dataset works fine but I can't make the dataset preview work. ...
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[ "Hi! A dataset has to be streamable to work with the viewer. I did a quick test, and yours is, so this might be a bug in the viewer. cc @severo \r\n", "Looking at it. The message is now:\r\n\r\n```\r\nMessage: cannot cache function '__shear_dense': no locator available for file '/src/services/worker/.venv/...
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Update dataset_infos for UDHN/udhr dataset
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2022-05-17T13:52:59
2022-06-08T19:20:11
2022-06-08T19:11:21
CONTRIBUTOR
null
Checksum update to `udhr` for issue #4361
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for contributing @leondz.\r\n\r\nThe checksums of the files have changed because more languages have been added:\r\n- the new language codes need to be added to the dataset card (README file)\r\n- I think the dataset version n...
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4,361
`udhr` doesn't load, dataset checksum mismatch
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2022-05-17T13:47:09
2022-06-08T19:11:21
2022-06-08T19:11:21
CONTRIBUTOR
null
## Describe the bug Loading `udhr` fails due to a checksum mismatch for some source files. Looks like both of the source files on unicode.org have changed: size + checksum in datasets repo: ``` (hfdev) leon@blade:~/datasets/datasets/udhr$ jq .default.download_checksums < dataset_infos.json { "https://unicode...
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Fix example in opus_ubuntu, Add license info
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2022-05-16T14:22:28
2022-06-01T13:06:07
2022-06-01T12:57:09
CONTRIBUTOR
null
This PR * fixes a typo in the example for the`opus_ubuntu` dataset where it's mistakenly referred to as `ubuntu` * adds the declared license info for this corpus' origin * adds an example instance * updates the data origin type
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[ "CI seems to fail due to languages incorrectly being flagged as invalid, I guess that's related to the currently-broken bcp47 validation (see #4304)", "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,359
Fix Version equality
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2022-05-16T13:19:26
2022-05-24T16:25:37
2022-05-24T16:17:14
MEMBER
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I think `Version` equality should align with other similar cases in Python, like: ```python In [1]: "a" == 5, "a" == None Out[1]: (False, False) In [2]: "a" != 5, "a" != None Out[2]: (True, True) ``` With this PR, we will get: ```python In [3]: Version("1.0.0") == 5, Version("1.0.0") == None Out[3]: (Fals...
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1,237,147,692
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4,358
Missing dataset tags and sections in some dataset cards
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2022-05-30T15:36:52
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Summary of CircleCI errors for different dataset metadata: - **BoolQ**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids' - **Conllpp**: expected some content in section `Citati...
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[ "@lhoestq I can take this issue. Please can you point out to me where I can find the other positional arguments?", "Hi @RohitRathore1 :)\r\n\r\nYou can find all the YAML tags in the tagging app here: https://hf.co/spaces/huggingface/datasets-tagging). They're all passed as arguments to a DatasetMetadata object us...
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4,357
Fix warning in push_to_hub
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2022-05-16T11:50:17
2022-05-16T15:18:49
2022-05-16T15:10:41
MEMBER
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Fix warning: ``` FutureWarning: 'shard_size' was renamed to 'max_shard_size' in version 2.1.1 and will be removed in 2.4.0. ```
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Fix dataset builder default version
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2022-05-16T09:05:10
2022-05-30T13:56:58
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MEMBER
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Currently, when using a custom config (subclass of `BuilderConfig`), default version set at the builder level is ignored: we must set default version in the custom config class. However, when loading a dataset with `config_kwargs` (for a configuration not present in `BUILDER_CONFIGS`), the default version set in the...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This PR requires one of these other PRs being merged first:\r\n- #4359 \r\n- huggingface/doc-builder#211" ]
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Fix warning in upload_file
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2022-05-16T08:21:31
2022-05-16T11:28:02
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MEMBER
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Fix warning: ``` FutureWarning: Pass path_or_fileobj='...' as keyword args. From version 0.7 passing these as positional arguments will result in an error ```
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1,236,404,383
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4,354
Problems with WMT dataset
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2022-05-15T20:58:26
2022-07-11T14:54:02
2022-07-11T14:54:01
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## Describe the bug I am trying to load WMT15 dataset and to define which data-sources to use for train/validation/test splits, but unfortunately it seems that the official documentation at [https://huggingface.co/datasets/wmt15#:~:text=Versions%20exists%20for,wmt_translate%22%2C%20config%3Dconfig)](https://huggingfac...
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[ "Hi! Yes, the docs are outdated. Expect this to be fixed soon. \r\n\r\nIn the meantime, you can try to fix the issue yourself.\r\n\r\nThese are the configs/language pairs supported by `wmt15` from which you can choose:\r\n* `cs-en` (Czech - English)\r\n* `de-en` (German - English)\r\n* `fi-en` (Finnish- English)\r\...
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4,353
Don't strip proceeding hyphen
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2022-05-14T18:25:29
2022-05-16T18:51:38
2022-05-16T13:52:11
CONTRIBUTOR
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Closes #4320.
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When using `dataset.map()` if passed `Features` types do not match what is returned from the mapped function, execution does not except in an obvious way
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2022-05-14T17:55:15
2022-05-16T15:09:17
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## Describe the bug Recently I was trying to using `.map()` to preprocess a dataset. I defined the expected Features and passed them into `.map()` like `dataset.map(preprocess_data, features=features)`. My expected `Features` keys matched what came out of `preprocess_data`, but the types i had defined for them did not...
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[ "Hi ! Thanks for reporting :) `datasets` usually returns a `pa.lib.ArrowInvalid` error if the feature types don't match.\r\n\r\nIt would be awesome if we had a way to reproduce the `OverflowError` in this case, to better understand what happened and be able to provide the best error message" ]
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4,351
Add optional progress bar for .save_to_disk(..) and .load_from_disk(..) when working with remote filesystems
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2022-05-14T11:30:42
2022-12-14T18:22:59
2022-12-14T18:22:59
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** When working with large datasets stored on remote filesystems(such as s3), the process of uploading a dataset could take really long time. For instance: I was uploading a re-processed version of wmt17 en-ru to my s3 bucket and it took like 35 minutes(a...
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[ "Hi! I like this idea. For consistency with `load_dataset`, we can use `fsspec`'s `TqdmCallback` in `.load_from_disk` to monitor the number of bytes downloaded, and in `.save_to_disk`, we can track the number of saved shards for consistency with `push_to_hub` (after we implement https://github.com/huggingface/data...
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4,350
Add a new metric: CTC_Consistency
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2022-05-13T17:31:19
2022-05-19T10:23:04
2022-05-19T10:23:03
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Add CTC_Consistency metric Do I also need to modify the `test_metric_common.py` file to make it run on test?
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[ "Thanks for your contribution, @YEdenZ.\r\n\r\nPlease note that our old `metrics` module is in the process of being incorporated to a separate library called `evaluate`: https://github.com/huggingface/evaluate\r\n\r\nTherefore, I would ask you to transfer your PR to that repository. Thank you." ]
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4,349
Dataset.map()'s fails at any value of parameter writer_batch_size
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2022-05-13T16:55:12
2022-06-02T12:51:11
2022-05-14T15:08:08
NONE
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## Describe the bug If the the value of `writer_batch_size` is less than the total number of instances in the dataset it will fail at that same number of instances. If it is greater than the total number of instances, it fails on the last instance. Context: I am attempting to fine-tune a pre-trained HuggingFace tr...
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[ "Note that this same issue occurs even if i preprocess with the more default way of tokenizing that uses LayoutLMv2Processor's internal OCR:\r\n\r\n```python\r\n feature_extractor = LayoutLMv2FeatureExtractor()\r\n tokenizer = LayoutLMv2Tokenizer.from_pretrained(\"microsoft/layoutlmv2-base-uncased\")\...
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I_kwDODunzps5JozYQ
4,348
`inspect` functions can't fetch dataset script from the Hub
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2022-05-13T16:08:26
2022-06-09T10:26:06
2022-06-09T10:26:06
MEMBER
null
The `inspect_dataset` and `inspect_metric` functions are unable to retrieve a dataset or metric script from the Hub and store it locally at the specified `local_path`: ```py >>> from datasets import inspect_dataset >>> inspect_dataset('rotten_tomatoes', local_path='path/to/my/local/folder') FileNotFoundError: C...
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[ "Hi, thanks for reporting! `git bisect` points to #2986 as the PR that introduced the bug. Since then, there have been some additional changes to the loading logic, and in the current state, `force_local_path` (set via `local_path`) forbids pulling a script from the internet instead of downloading it: https://githu...
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4,347
Support remote cache_dir
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2022-05-13T14:26:35
2022-05-25T16:35:23
2022-05-25T16:27:03
MEMBER
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This PR implements complete support for remote `cache_dir`. Before, the support was just partial. This is useful to create datasets using Apache Beam (parallel data processing) builder with `cache_dir` in a remote bucket, e.g., for Wikipedia dataset.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq thanks for your review.\r\n\r\nPlease note that `xjoin` cannot be used in this context, as it always returns a POSIX path string and this is not suitable on Windows machines.", "<s>`xjoin` returns windows paths (not posix)...
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I_kwDODunzps5JnaC2
4,346
GH Action to build documentation never ends
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2022-05-13T10:44:44
2022-05-13T11:22:00
2022-05-13T11:22:00
MEMBER
null
## Describe the bug See: https://github.com/huggingface/datasets/runs/6418035586?check_suite_focus=true I finally forced the cancel of the workflow.
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4,345
Fix never ending GH Action to build documentation
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2022-05-13T10:40:10
2022-05-13T11:29:43
2022-05-13T11:22:00
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There was an unclosed code block introduced by: - #4313 https://github.com/huggingface/datasets/pull/4313/files#diff-f933ce41f71c6c0d1ce658e27de62cbe0b45d777e9e68056dd012ac3eb9324f7R538 This causes the "Make documentation" step in the "Build documentation" workflow to never finish. - I think this issue should...
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,344
Fix docstring in DatasetDict::shuffle
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2022-05-13T08:06:00
2022-05-25T09:23:43
2022-05-24T15:35:21
CONTRIBUTOR
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I think due to #1626, the docstring contained this error ever since `seed` was added.
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4,343
Metrics documentation is not accessible in the datasets doc UI
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2022-05-13T07:46:30
2022-06-03T08:50:25
2022-06-03T08:50:25
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** Search for a metric name like "seqeval" yields no results on https://huggingface.co/docs/datasets/master/en/index . One needs to go look in `datasets/metrics/README.md` to find the doc. Even in the `README.md`, it can be hard to understand what the met...
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[ "Hey @fxmarty :) Yes we are working on showing the docs of all the metrics on the Hugging face website. If you want to follow the advancements you can check the [evaluate](https://github.com/huggingface/evaluate) repository cc @lvwerra @sashavor " ]
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4,342
Fix failing CI on Windows for sari and wiki_split metrics
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2022-05-13T05:03:38
2022-05-13T05:47:42
2022-05-13T05:47:42
MEMBER
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This PR adds `sacremoses` as explicit tests dependency (required by sari and wiki_split metrics). Before, this library was installed as a third-party dependency, but this is no longer the case for Windows. Fix #4341.
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Failing CI on Windows for sari and wiki_split metrics
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2022-05-13T04:55:17
2022-05-13T05:47:41
2022-05-13T05:47:41
MEMBER
null
## Describe the bug Our CI is failing from yesterday on Windows for metrics: sari and wiki_split ``` FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_sari - ... FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_wiki_split ``` See: https://app.circleci.com/pipelines/githu...
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Fix irc_disentangle dataset script
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2022-05-13T02:37:57
2022-05-24T15:37:30
2022-05-24T15:37:29
NONE
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updated extracted dataset's repo's latest commit hash (included in tarball's name), and updated the related data_infos.json
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[ "Thanks ! This has been fixed in https://github.com/huggingface/datasets/pull/4377, we can close this PR" ]
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Dataset loader for the MSLR2022 shared task
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2022-05-12T21:23:41
2022-07-18T17:19:27
2022-07-18T16:58:34
CONTRIBUTOR
null
This PR adds a dataset loader for the [MSLR2022 Shared Task](https://github.com/allenai/mslr-shared-task). Both the MS^2 and Cochrane datasets can be loaded with this dataloader: ```python from datasets import load_dataset ms2 = load_dataset("mslr2022", "ms2") cochrane = load_dataset("mslr2022", "cochrane") ``...
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[ "I think the underlying issue is in https://github.com/huggingface/datasets/blob/c0ed6fdc29675b3565b01b77fde5ab5d9d8b60ec/src/datasets/commands/dummy_data.py#L124 - where `CSV`s are considered to be in the same class of file as text, jsonl, and tsv.\r\n\r\nI think this is an error because CSVs can have newlines wit...
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Eval metadata Batch 4: Tweet Eval, Tweets Hate Speech Detection, VCTK, Weibo NER, Wisesight Sentiment, XSum, Yahoo Answers Topics, Yelp Polarity, Yelp Review Full
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Adding evaluation metadata for: - Tweet Eval - Tweets Hate Speech Detection - VCTK - Weibo NER - Wisesight Sentiment - XSum - Yahoo Answers Topics - Yelp Polarity - Yelp Review Full
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[ "Summary of CircleCI errors:\r\n\r\n- **XSum**: missing 6 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', and 'source_datasets'\r\n- **Yelp_polarity**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', ...
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Eval metadata batch 3: Reddit, Rotten Tomatoes, SemEval 2010, Sentiment 140, SMS Spam, Snips, SQuAD, SQuAD v2, Timit ASR
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Adding evaluation metadata for: - Reddit - Rotten Tomatoes - SemEval 2010 - Sentiment 140 - SMS Spam - Snips - SQuAD - SQuAD v2 - Timit ASR
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[ "Summary of CircleCI errors:\r\n\r\n- **sem_eval_2010_task_8**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids'\r\n- **sms_spam**: `Data Instances` and`Data Splits` are empty....
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Eval metadata batch 2 : Health Fact, Jigsaw Toxicity, LIAR, LJ Speech, MSRA NER, Multi News, NCBI Disease, Poem Sentiment
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Adding evaluation metadata for : - Health Fact - Jigsaw Toxicity - LIAR - LJ Speech - MSRA NER - Multi News - NCBI Diseas - Poem Sentiment
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[ "Summary of CircleCI errors:\r\n- **Jjigsaw_toxicity_pred**: `Citation Information` but it is empty.\r\n- **LIAR** : `Data Instances`,`Data Fields`, `Data Splits`, `Citation Information` are empty.\r\n- **MSRA NER** : Dataset Summary`, `Data Instances`, `Data Fields`, `Data Splits`, `Citation Information` are ...
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Eval metadata batch 1: BillSum, CoNLL2003, CoNLLPP, CUAD, Emotion, GigaWord, GLUE, Hate Speech 18, Hate Speech
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Adding evaluation metadata for: - BillSum - CoNLL2003 - CoNLLPP - CUAD - Emotion - GigaWord - GLUE - Hate Speech 18 - Hate Speech Offensive
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[ "Summary of CircleCI errors:\r\n- **BoolQ**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids'\r\n- **Conllpp**: expected some content in section `Citation Information` but it i...
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Adding eval metadata for billsum
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2023-09-24T10:02:46
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Adding eval metadata for billsum
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Adding eval metadata for Banking 77
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Adding eval metadata for Banking 77
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[ "@lhoestq , Circle CI is giving me an error, saying that ['extended'] is a key that shouldn't be in the dataset metadata, but it was there before my modification (so I don't want to remove it)" ]
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Adding eval metadata for arabic speech corpus
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Adding eval metadata to Amazon Polarity
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Adding eval metadata to Amazon Polarity
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Adding eval metadata to Allociné dataset
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Adding eval metadata for AG News
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Fix and clean Apache Beam functionality
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4,327
`wikipedia` pre-processed datasets
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2022-05-12T11:25:42
2022-08-31T08:26:57
2022-08-31T08:26:57
NONE
null
## Describe the bug [Wikipedia](https://huggingface.co/datasets/wikipedia) dataset readme says that certain subsets are preprocessed. However it seems like they are not available. When I try to load them it takes a really long time, and it seems like it's processing them. ## Steps to reproduce the bug ```python f...
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[ "Hi @vpj, thanks for reporting.\r\n\r\nI'm sorry, but I can't reproduce your bug: I load \"20220301.simple\"in 9 seconds:\r\n```shell\r\ntime python -c \"from datasets import load_dataset; load_dataset('wikipedia', '20220301.simple')\"\r\n\r\nDownloading and preparing dataset wikipedia/20220301.simple (download: 22...
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4,326
Fix type hint and documentation for `new_fingerprint`
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2022-05-12T11:05:08
2022-06-01T13:04:45
2022-06-01T12:56:18
CONTRIBUTOR
null
Currently, there are no type hints nor `Optional` for the argument `new_fingerprint` in several methods of `datasets.arrow_dataset.Dataset`. There was some documentation missing as well. Note that pylance is happy with the type hints, but pyright does not detect that `new_fingerprint` is set within the decorator....
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1,233,812,191
I_kwDODunzps5Jinrf
4,325
Dataset Viewer issue for strombergnlp/offenseval_2020, strombergnlp/polstance
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2022-05-12T10:59:08
2022-05-13T10:57:15
2022-05-13T10:57:02
CONTRIBUTOR
null
### Link https://huggingface.co/datasets/strombergnlp/offenseval_2020/viewer/ar/train ### Description The viewer isn't running for these two datasets. I left it overnight because a wait sometimes helps things get loaded, and the error messages have all gone, but the datasets are still turning up blank in viewer. May...
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[ "Not sure if it's related... I was going to raise an issue for https://huggingface.co/datasets/domenicrosati/TruthfulQA which also has the same issue... https://huggingface.co/datasets/domenicrosati/TruthfulQA/viewer/domenicrosati--TruthfulQA/train \r\n\r\n", "Yes, it's related. The backend behind the dataset vie...
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1,233,780,870
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4,324
Support >1 PWC dataset per dataset card
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2022-05-13T11:25:29
null
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** Some datasets cover more than one dataset on PapersWithCode. For example, the OffensEval 2020 challenge involved five languages, and there's one dataset to cover all five datasets, [`strombergnlp/offenseval_2020`](https://huggingface.co/datasets/stromb...
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[ "Hi @leondz, I agree it would be nice. We'll see what we can do ;)" ]
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1,233,634,928
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4,323
Audio can not find value["bytes"]
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2022-05-12T08:31:58
2022-07-07T13:16:08
2022-07-07T13:16:08
CONTRIBUTOR
null
## Describe the bug I wrote down _generate_examples like: ![image](https://user-images.githubusercontent.com/34292279/168027186-2fe8b255-2cd8-4b9b-ab1e-8d5a7182979b.png) but where is the bytes? ![image](https://user-images.githubusercontent.com/34292279/168027330-f2496dd0-1d99-464c-b15c-bc57eee0415a.png) ## ...
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[ "![image](https://user-images.githubusercontent.com/34292279/168063684-fff5c12a-8b1e-4c65-b18b-36100ab8a1af.png)\r\n\r\nthat is reason my bytes`s empty\r\nbut i have some confused why path prior is higher than bytes?\r\n\r\nif you can make bytes in _generate_examples , you don`t have to make bytes to path?\r\nbecau...
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4,322
Added stratify option to train_test_split function.
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2022-05-12T08:00:31
2022-11-22T14:53:55
2022-05-25T20:43:51
CONTRIBUTOR
null
This PR adds `stratify` option to `train_test_split` method. I took reference from scikit-learn's `StratifiedShuffleSplit` class for implementing stratified split and integrated the changes as were suggested by @lhoestq. It fixes #3452. @lhoestq Please review and let me know, if any changes are required.
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[ "> Nice thank you ! This will be super useful :)\r\n> \r\n> Could you also add some tests in test_arrow_dataset.py and add an example of usage in the `Example:` section of the `train_test_split` docstring ?\r\n\r\nI will try to do it, is there any documentation for adding test cases? I have never done it before.", ...
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4,321
Adding dataset enwik8
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2022-05-11T23:25:02
2022-06-01T14:27:30
2022-06-01T14:04:06
CONTRIBUTOR
null
Because I regularly work with enwik8, I would like to contribute the dataset loader 🤗
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[ "@lhoestq Thank you for the great feedback! Looks like all tests are passing now :)", "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,320
Multi-news dataset loader attempts to strip wrong character from beginning of summaries
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2022-05-11T21:36:41
2022-05-16T13:52:10
2022-05-16T13:52:10
CONTRIBUTOR
null
## Describe the bug The `multi_news.py` data loader has [a line which attempts to strip `"- "` from the beginning of summaries](https://github.com/huggingface/datasets/blob/aa743886221d76afb409d263e1b136e7a71fe2b4/datasets/multi_news/multi_news.py#L97). The actual character in the multi-news dataset, however, is `"–...
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[ "Hi ! Thanks for reporting :)\r\n\r\nThis dataset was simply converted from [tensorflow datasets](https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/summarization/multi_news.py)\r\n\r\nI think we can just remove the `.strip(\"- \")` and keep this character", "Cool! I made a PR." ]
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4,319
Adding eval metadata for ade v2
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2022-05-11T17:36:20
2022-05-12T13:29:51
2022-05-12T13:22:19
NONE
null
Adding metadata to allow evaluation
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4,318
Don't check f.loc in _get_extraction_protocol_with_magic_number
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2022-05-11T16:27:09
2022-05-11T16:57:02
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MEMBER
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`f.loc` doesn't always exist for file-like objects in python. I removed it since it was not necessary anyway (we always seek the file to 0 after reading the magic number) Fix https://github.com/huggingface/datasets/issues/4310
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Fix cnn_dailymail (dm stories were ignored)
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2022-05-11T14:25:25
2022-05-11T16:00:09
2022-05-11T15:52:37
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https://github.com/huggingface/datasets/pull/4188 introduced a bug in `datasets` 2.2.0: DailyMail stories are ignored when generating the dataset. I fixed that, and removed the google drive link (it has annoying quota limitations issues) We can do a patch release after this is merged
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Support passing config_kwargs to CLI run_beam
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2022-05-11T13:53:37
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This PR supports passing `config_kwargs` to CLI run_beam, so that for example for "wikipedia" dataset, we can pass: ``` --date 20220501 --language ca ```
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Fix CLI run_beam namespace
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2022-05-11T12:21:00
2022-05-11T13:13:00
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MEMBER
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Currently, it raises TypeError: ``` TypeError: __init__() got an unexpected keyword argument 'namespace' ```
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Catch pull error when mirroring
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2022-05-11T09:38:35
2022-05-11T12:54:07
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Catch pull errors when mirroring so that the script continues to update the other datasets. The error will still be printed at the end of the job. In this case the job also fails, and asks to manually update the datasets that failed.
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Add API code examples for Builder classes
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2022-05-10T22:22:32
2022-05-12T17:02:43
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This PR adds API code examples for the Builder classes.
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added TR-News dataset
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2022-10-03T09:36:45
2022-10-03T09:36:45
NONE
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[ "Thanks for your contribution, @batubayk.\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nI would suggest you create this dataset there. Please, feel free to tell us if you need some help." ]
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[Imagefolder] Docs + Don't infer labels from file names when there are metadata + Error messages when metadata and images aren't linked correctly
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2022-05-10T15:52:15
2022-05-10T17:19:42
2022-05-10T17:11:47
MEMBER
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I updated the `docs/source/image_process.mdx` documentation and added an example for image captioning and object detection using `ImageFolder`. While doing so I also improved a few aspects: - we don't need to infer labels from file names when there are metadata - they can just be in the metadata if necessary - rai...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Merging this one since mario is off, I took care of adding some tests to make sure everything is fine. Will do the release after it" ]
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Loading dataset with streaming: '_io.BufferedReader' object has no attribute 'loc'
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2022-05-10T15:12:53
2022-05-11T16:46:31
2022-05-11T16:46:31
NONE
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## Describe the bug Loading a datasets with `load_dataset` and `streaming=True` returns `AttributeError: '_io.BufferedReader' object has no attribute 'loc'`. Notice that loading with `streaming=False` works fine. In the following steps we load parquet files but the same happens with pickle files. The problem seems ...
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[WIP] Add TEDLIUM dataset
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2022-05-10T14:12:47
2022-06-17T12:54:40
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CONTRIBUTOR
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Adds the TED-LIUM dataset https://www.tensorflow.org/datasets/catalog/tedlium#tedliumrelease3 TODO: - [x] Port `tedium.py` from TF datasets using `convert_dataset.sh` script - [x] Make `load_dataset` work - [ ] ~~Run `datasets-cli` command to generate `dataset_infos.json`~~ - [ ] ~~Create dummy data for conti...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "```python\r\nfrom datasets import load_dataset\r\n\r\nds = load_dataset('./datasets/tedlium', 'release1', cache_dir='/home/sanchitgandhi/cache')\r\n```\r\n\r\n```\r\nDownloading and preparing dataset tedlium/release1 to /home/sanchit...
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Remove unused multiprocessing args from test CLI
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Multiprocessing is not used in the test CLI.
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Add packaged builder configs to the documentation
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2022-05-10T13:34:19
2022-05-10T14:03:50
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Add the packaged builders configurations to the docs reference is useful to show the list of all parameters one can use when loading data in many formats: CSV, JSON, etc.
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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4,306
`load_dataset` does not work with certain filename.
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2022-05-10T13:14:04
2022-05-10T18:58:36
2022-05-10T18:58:09
NONE
null
## Describe the bug This is a weird bug that took me some time to find out. I have a JSON dataset that I want to load with `load_dataset` like this: ``` data_files = dict(train="train.json.zip", val="val.json.zip") dataset = load_dataset("json", data_files=data_files, field="data") ``` ## Expected results ...
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[ "Never mind. It is because of the caching of datasets..." ]
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1,231,099,934
PR_kwDODunzps43kt4P
4,305
Fixes FrugalScore
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2022-05-10T12:44:06
2022-09-22T16:42:06
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CONTRIBUTOR
null
There are two minor modifications in this PR: 1) `predictions` and `references` are swapped. Basically Frugalscore is commutative, however some tiny differences can occur if we swap the references and the predictions. I decided to swap them just to obtain the exact results as reported in the paper. 2) I switched to d...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4305). All of your documentation changes will be reflected on that endpoint.", "> predictions and references are swapped. Basically Frugalscore is commutative, however some tiny differences can occur if we swap the references a...
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1,231,047,051
I_kwDODunzps5JYEmL
4,304
Language code search does direct matches
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2022-05-10T11:59:16
2022-05-10T12:38:42
null
CONTRIBUTOR
null
## Describe the bug Hi. Searching for bcp47 tags that are just the language prefix (e.g. `sq` or `da`) excludes datasets that have added extra information in their language metadata (e.g. `sq-AL` or `da-bornholm`). The example codes given in the [tagging app](https://huggingface.co/spaces/huggingface/datasets-taggin...
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[ "Thanks for reporting ! I forwarded the issue to the front-end team :)\r\n\r\nWill keep you posted !\r\n\r\nI also changed the tagging app to suggest two letters code for now." ]
https://api.github.com/repos/huggingface/datasets/issues/4303
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1,230,867,728
PR_kwDODunzps43j8cH
4,303
Fix: Add missing comma
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2022-05-11T08:50:15
2022-05-11T08:50:14
CONTRIBUTOR
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[ "The CI failure is unrelated to this PR and fixed on master, merging :)" ]
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1,230,651,117
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4,302
Remove hacking license tags when mirroring datasets on the Hub
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2022-05-10T05:52:46
2022-05-20T09:48:30
2022-05-20T09:40:20
MEMBER
null
Currently, when mirroring datasets on the Hub, the license tags are hacked: removed of characters "." and "$". On the contrary, this hacking is not applied to community datasets on the Hub. This generates multiple variants of the same tag on the Hub. I guess this hacking is no longer necessary: - it is not applied...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The Hub doesn't allow these characters in the YAML tags, and git push fails if you want to push a dataset card containing these characters.", "Ok, let me rename the bad config names :) I think I can also keep backward compatibility...
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1,230,401,256
PR_kwDODunzps43idlE
4,301
Add ImageNet-Sketch dataset
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2022-05-09T23:38:45
2022-05-23T18:14:14
2022-05-23T18:05:29
CONTRIBUTOR
null
This PR adds the ImageNet-Sketch dataset and resolves #3953 .
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I think you can go ahead with uploading the data, and also ping the author in parallel. I think the images may subject to copyright anyway (scrapped from google image) so the dataset author is not allowed to set a license to the data...
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4,300
Add API code examples for loading methods
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2022-05-09T21:30:26
2022-05-25T16:23:15
2022-05-25T09:20:13
MEMBER
null
This PR adds API code examples for loading methods, let me know if I've missed any important parameters we should showcase :) I was a bit confused about `inspect_dataset` and `inspect_metric`. The `path` parameter says it will accept a dataset identifier from the Hub. But when I try the identifier `rotten_tomatoes`,...
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Remove manual download from imagenet-1k
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2022-05-09T20:49:18
2022-05-25T14:54:59
2022-05-25T14:46:16
CONTRIBUTOR
null
Remove the manual download code from `imagenet-1k` to make it a regular dataset.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the reviews @apsdehal and @lhoestq! As suggested by @lhoestq, I'll separate the train/val/test splits, apply the validation split fixes and shuffle the images files to simplify the script and make streaming faster.", "@a...
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4,298
Normalise license names
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2022-05-09T13:51:32
2022-05-20T09:51:50
2022-05-20T09:51:50
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** When browsing datasets, the Licenses tag cloud (bottom left of e.g. https://huggingface.co/datasets) has multiple variants of the same license. This means the options exclude datasets arbitrarily, giving users artificially low recall. The cause of the ...
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[ "we'll add the same server-side metadata validation system as for hf.co/models soon-ish\r\n\r\n(you can check on hf.co/models that licenses are \"clean\")", "Fixed by #4367." ]
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1,229,735,498
I_kwDODunzps5JTEZK
4,297
Datasets YAML tagging space is down
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2022-05-09T13:45:05
2022-05-09T14:44:25
2022-05-09T14:44:25
CONTRIBUTOR
null
## Describe the bug The neat hf spaces app for generating YAML tags for dataset `README.md`s is down ## Steps to reproduce the bug 1. Visit https://huggingface.co/spaces/huggingface/datasets-tagging ## Expected results There'll be a HF spaces web app for generating dataset metadata YAML ## Actual results T...
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[ "@lhoestq @albertvillanova `update-task-list` branch does not exist anymore, should point to `main` now i guess", "Thanks for reporting, fixing it now", "It's up again :)" ]
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4,296
Fix URL query parameters in compression hop path when streaming
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2022-05-09T11:18:22
2022-07-06T15:19:53
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MEMBER
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Fix #3488.
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4,295
Fix missing lz4 dependency for tests
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2022-05-09T10:53:20
2022-05-09T11:21:22
2022-05-09T11:13:44
MEMBER
null
Currently, `lz4` is not defined as a dependency for tests. Therefore, all tests marked with `@require_lz4` are skipped.
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4,294
Fix CLI run_beam save_infos
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2022-05-09T09:47:43
2022-05-10T07:04:04
2022-05-10T06:56:10
MEMBER
null
Currently, it raises TypeError: ``` TypeError: _download_and_prepare() got an unexpected keyword argument 'save_infos' ```
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4,293
Fix wrong map parameter name in cache docs
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2022-05-08T07:27:46
2022-06-14T16:49:00
2022-06-14T16:07:00
CONTRIBUTOR
null
The `load_from_cache` parameter of `map` should be `load_from_cache_file`.
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Add API code examples for remaining main classes
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2022-05-06T18:15:31
2022-05-25T18:05:13
2022-05-25T17:56:36
MEMBER
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This PR adds API code examples for the remaining functions in the Main classes. I wasn't too familiar with some of the functions (`decode_batch`, `decode_column`, `decode_example`, etc.) so please feel free to add an example of usage and I can fill in the rest :)
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4,291
Dataset Viewer issue for strombergnlp/ipm_nel : preview is empty, no error message
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2022-05-06T12:03:27
2022-05-09T08:25:58
2022-05-09T08:25:58
CONTRIBUTOR
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### Link https://huggingface.co/datasets/strombergnlp/ipm_nel/viewer/ipm_nel/train ### Description The viewer is blank. I tried my best to emulate a dataset with a working viewer, but this one just doesn't seem to want to come up. What did I miss? ### Owner Yes
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[ "Hi @leondz, thanks for reporting.\r\n\r\nIndeed, the dataset viewer relies on the dataset being streamable (passing `streaming=True` to `load_dataset`). Whereas most of the datastes are streamable out of the box (thanks to our implementation of streaming), there are still some exceptions.\r\n\r\nIn particular, in ...