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https://api.github.com/repos/huggingface/datasets/issues/5331
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1,473,146,738
PR_kwDODunzps5EKDpr
5,331
Support for multiple configs in packaged modules via metadata yaml info
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5331). All of your documentation changes will be reflected on that endpoint." ]
2022-12-02T16:43:44Z
2022-12-02T18:01:31Z
null
CONTRIBUTOR
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will solve https://github.com/huggingface/datasets/issues/5209 and https://github.com/huggingface/datasets/issues/5151
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https://api.github.com/repos/huggingface/datasets/issues/5329
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1,471,999,125
PR_kwDODunzps5EGK3y
5,329
Clarify imagefolder is for small datasets
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5329). All of your documentation changes will be reflected on that endpoint.", "I think it's also reasonable to add the same note to the AudioFolder decription", "Thank you ! I think \"regular\" is more appropriate than \"sma...
2022-12-01T21:47:29Z
2022-12-02T18:36:54Z
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Based on feedback from [here](https://github.com/huggingface/datasets/issues/5317#issuecomment-1334108824), this PR adds a note to the `imagefolder` loading and creating docs that `imagefolder` is designed for small scale image datasets.
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1,471,661,437
PR_kwDODunzps5EFAyT
5,328
Fix docs building for main
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[ "_The documentation is not available anymore as the PR was closed or merged._", "EDIT\r\nAt least the docs for ~~main~~ PR branch are now built:\r\n- https://github.com/huggingface/datasets/actions/runs/3594847760/jobs/6053620813", "Build documentation for main branch was triggered after this PR being merged: h...
2022-12-01T17:07:45Z
2022-12-02T16:29:00Z
2022-12-02T16:26:00Z
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This PR reverts the triggering event for building documentation introduced by: - #5250 Fix #5326.
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PR_kwDODunzps5EE_3Q
5,327
Avoid unwanted behaviour when splits from script and metadata are not matching because of outdated metadata
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5327). All of your documentation changes will be reflected on that endpoint." ]
2022-12-01T17:05:23Z
2022-12-01T17:41:02Z
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will fix #5315
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I_kwDODunzps5Xt1r4
5,326
No documentation for main branch is built
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2022-12-01T16:50:58Z
2022-12-02T16:26:01Z
2022-12-02T16:26:01Z
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Since: - #5250 - Commit: 703b84311f4ead83c7f79639f2dfa739295f0be6 the docs for main branch are no longer built. The change introduced only triggers the docs building for releases.
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1,471,536,822
I_kwDODunzps5Xtd62
5,325
map(...batch_size=None) for IterableDataset
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[ "Hi! I agree it makes sense for `IterableDataset.map` to support the `batch_size=None` case. This should be super easy to fix." ]
2022-12-01T15:43:42Z
2022-12-01T17:37:03Z
null
CONTRIBUTOR
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### Feature request Dataset.map(...) allows batch_size to be None. It would be nice if IterableDataset did too. ### Motivation Although it may seem a bit of a spurious request given that `IterableDataset` is meant for larger than memory datasets, but there are a couple of reasons why this might be nice. One is th...
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1,471,524,512
I_kwDODunzps5Xta6g
5,324
Fix docstrings and types in documentation that appears on the website
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[ "I agree we have a mess with docstrings..." ]
2022-12-01T15:34:53Z
2022-12-01T16:35:36Z
null
CONTRIBUTOR
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While I was working on https://github.com/huggingface/datasets/pull/5313 I've noticed that we have a mess in how we annotate types and format args and return values in the code. And some of it is displayed in the [Reference section](https://huggingface.co/docs/datasets/package_reference/builder_classes) of the document...
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1,471,518,803
I_kwDODunzps5XtZhT
5,323
Duplicated Keys in Taskmaster-2 Dataset
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[ "Thanks for reporting, @liaeh.\r\n\r\nWe are having a look at it. ", "I have transferred the discussion to the Community tab of the dataset: https://huggingface.co/datasets/taskmaster2/discussions/1" ]
2022-12-01T15:31:06Z
2022-12-01T16:26:06Z
2022-12-01T16:26:06Z
NONE
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### Describe the bug Loading certain splits () of the taskmaster-2 dataset fails because of a DuplicatedKeysError. This occurs for the following domains: `'hotels', 'movies', 'music', 'sports'`. The domains `'flights', 'food-ordering', 'restaurant-search'` load fine. Output: ### Steps to reproduce the bug ``` ...
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1,471,502,162
PR_kwDODunzps5EEeQP
5,322
Raise error for simple `.tar` archives in the same way as for `.tar.gz` and `.gz`
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5322). All of your documentation changes will be reflected on that endpoint." ]
2022-12-01T15:19:28Z
2022-12-01T15:24:40Z
null
CONTRIBUTOR
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1,471,430,667
PR_kwDODunzps5EEOhE
5,321
Fix loading from HF GCP cache
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Do you know why this stopped working?\r\n\r\nIt comes from the changes in https://github.com/huggingface/datasets/pull/5107/files#diff-355ae5c229f95f86895404b72378ecd6e966c41cbeebb674af6fe6e9611bc126" ]
2022-12-01T14:39:06Z
2022-12-01T16:10:09Z
2022-12-01T16:07:02Z
MEMBER
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As reported in https://huggingface.co/proxy/discuss.huggingface.co/t/error-loading-wikipedia-dataset/26599/4 it's not possible to download a cached version of Wikipedia from the HF GCP cache I fixed it and added an integration test (runs in 10sec)
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[Extract] Place the lock file next to the destination directory
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2022-12-01T13:55:49Z
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2022-12-01T15:33:58Z
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Previously it was placed next to the archive to extract, but the archive can be in a read-only directory as noticed in https://github.com/huggingface/datasets/issues/5295 Therefore I moved the lock location to be next to the destination directory, which is required to have write permissions
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5,319
Fix Text sample_by paragraph
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Fix #5316.
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Origin/fix missing features error
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[ "_The documentation is not available anymore as the PR was closed or merged._", "please review :) @lhoestq @ola13 thankoo", "Thanks :) I just updated the test to make sure it works even when there's a column missing, and did a minor change to json.py to add the missing columns for the other kinds of JSON files ...
2022-12-01T06:18:39Z
2022-12-04T05:52:07Z
2022-12-04T05:49:39Z
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This fixes the problem of when the dataset_load function reads a function with "features" provided but some read batches don't have columns that later show up. For instance, the provided "features" requires columns A,B,C but only columns B,C show. This fixes this by adding the column A with nulls.
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I_kwDODunzps5XpF-U
5,317
`ImageFolder` performs poorly with large datasets
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[ "Hi ! ImageFolder is made for small scale datasets indeed. For large scale image datasets you better group your images in TAR archives or Arrow/Parquet files. This is true not just for ImageFolder loading performance, but also because having millions of files is not ideal for your filesystem or when moving the data...
2022-12-01T00:04:21Z
2022-12-01T21:49:26Z
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### Describe the bug While testing image dataset creation, I'm seeing significant performance bottlenecks with imagefolders when scanning a directory structure with large number of images. ## Setup * Nested directories (5 levels deep) * 3M+ images * 1 `metadata.jsonl` file ## Performance Degradation Point...
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Bug in sample_by="paragraph"
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[ "Thanks for reporting, @adampauls.\r\n\r\nWe are having a look at it. " ]
2022-11-30T19:24:13Z
2022-12-01T15:19:02Z
2022-12-01T15:19:02Z
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### Describe the bug I think [this line](https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/text/text.py#L96) is wrong and should be `batch = f.read(self.config.chunksize)`. Otherwise it will never terminate because even when `f` is finished reading, `batch` will still be truthy from the l...
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Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails
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[ "EDIT:\r\nI think in this case, the metadata files (either README or JSON) should not be read (i.e. `self.info.splits` should be None).\r\n\r\nOne idea: \r\n- I think ideally we should set this behavior when we pass `--save_info` to the CLI `test`\r\n- However, currently, the builder is unaware of this: `save_info`...
2022-11-30T18:02:15Z
2022-12-02T07:02:53Z
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### Describe the bug If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails. That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f...
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Datasets: classification_report() got an unexpected keyword argument 'suffix'
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[ "This seems similar to https://github.com/huggingface/datasets/issues/2512 Can you try to update seqeval ? ", "@JonathanAlis also note that the metrics are deprecated in our `datasets` library.\r\n\r\nPlease, use the new library 🤗 Evaluate instead: https://huggingface.co/docs/evaluate" ]
2022-11-30T14:01:03Z
2022-12-01T15:00:46Z
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https://github.com/huggingface/datasets/blob/main/metrics/seqeval/seqeval.py > import datasets predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] seqeval = datasets.load_metri...
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Fix description of streaming in the docs
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2022-11-29T18:00:28Z
2022-12-01T14:55:30Z
2022-12-01T14:00:34Z
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We say that "the data is being downloaded progressively" which is not true, it's just streamed, so I fixed it. Probably I missed some other places where it is written? Also changed docstrings for `StreamingDownloadManager`'s `download` and `extract` to reflect the same, as these docstrings are displayed in the docu...
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Add DatasetDict.to_pandas
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[ "The current implementation is what I had in mind, i.e. concatenate all splits by default.\r\n\r\nHowever, I think most tabular datasets would come as a single split. So for that usecase, it wouldn't change UX if we raise when there are more than one splits.\r\n\r\nAnd for multiple splits, the user either passes a ...
2022-11-29T16:30:02Z
2022-12-01T16:09:44Z
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From discussions in https://github.com/huggingface/datasets/issues/5189, for tabular data it doesn't really make sense to have to do ```python df = load_dataset(...)["train"].to_pandas() ``` because many datasets are not split. In this PR I added `to_pandas` to `DatasetDict` which returns the DataFrame: If th...
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Add `features` param to `IterableDataset.map`
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5311). All of your documentation changes will be reflected on that endpoint." ]
2022-11-29T11:08:34Z
2022-12-02T19:22:17Z
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## Description As suggested by @lhoestq in #3888, we should be adding the param `features` to `IterableDataset.map` so that the features can be preserved (not turned into `None` as that's the default behavior) whenever the user passes those as param, so as to be consistent with `Dataset.map`, as it provides the `fea...
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Support xPath for Windows pathnames
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This PR implements a string representation of `xPath`, which is valid for local paths (also windows) and remote URLs. Additionally, some `os.path` methods are fixed for remote URLs on Windows machines. Now, on Windows machines: ```python In [2]: str(xPath("C:\\dir\\file.txt")) Out[2]: 'C:\\dir\\file.txt' In [...
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5,309
Close stream in `ArrowWriter.finalize` before inference error
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2022-11-28T16:59:39Z
2022-11-28T17:05:59Z
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Ensure the file stream is closed in `ArrowWriter.finalize` before raising the `SchemaInferenceError` to avoid the `PermissionError` on Windows in `incomplete_dir`'s `shutil.rmtree`.
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5,308
Support `topdown` parameter in `xwalk`
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2022-11-28T14:42:41Z
2022-11-30T12:44:35Z
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Add support for the `topdown` parameter in `xwalk` when `fsspec>=2022.11.0` is installed.
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5,307
Use correct dataset type in `from_generator` docs
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2022-11-28T13:59:10Z
2022-11-28T15:30:37Z
2022-11-28T15:27:26Z
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Use the correct dataset type in the `from_generator` docs (example with sharding).
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5,306
Can't use custom feature description when loading a dataset
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[ "Forgot to actually convert the feature dict to a Feature object. Closing." ]
2022-11-28T07:55:44Z
2022-11-28T08:11:45Z
2022-11-28T08:11:44Z
CONTRIBUTOR
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### Describe the bug I have created a feature dictionary to describe my datasets' column types, to use when loading the dataset, following [the doc](https://huggingface.co/docs/datasets/main/en/about_dataset_features). It crashes at dataset load. ### Steps to reproduce the bug ```python # Creating features task_...
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I_kwDODunzps5XW7Sy
5,305
Dataset joelito/mc4_legal does not work with multiple files
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[ "Thanks for reporting @JoelNiklaus.\r\n\r\nPlease note that since we moved all dataset loading scripts to the Hub, the issues and pull requests relative to specific datasets are directly handled on the Hub, in their Community tab. I'm transferring this issue there: https://huggingface.co/datasets/joelito/mc4_legal/...
2022-11-28T00:16:16Z
2022-11-28T07:22:42Z
2022-11-28T07:22:42Z
CONTRIBUTOR
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### Describe the bug The dataset https://huggingface.co/datasets/joelito/mc4_legal works for languages like bg with a single data file, but not for languages with multiple files like de. It shows zero rows for the de dataset. joelniklaus@Joels-MacBook-Pro ~/N/P/C/L/p/m/mc4_legal (main) [1]> python test_mc4_legal....
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5,304
timit_asr doesn't load the test split.
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[ "The [timit_asr.py](https://huggingface.co/datasets/timit_asr/blob/main/timit_asr.py) script iterates over the WAV files per split directory using this:\r\n```python\r\nwav_paths = sorted(Path(data_dir).glob(f\"**/{split}/**/*.wav\"))\r\nwav_paths = wav_paths if wav_paths else sorted(Path(data_dir).glob(f\"**/{spli...
2022-11-26T10:18:22Z
2022-12-01T13:28:59Z
null
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### Describe the bug When I use the function ```timit = load_dataset('timit_asr', data_dir=data_dir)```, it only loads train split, not test split. I tried to change the directory and filename to lower case to upper case for the test split, but it does not work at all. ```python DatasetDict({ train: Datase...
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5,303
Skip dataset verifications by default
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2022-11-25T18:39:09Z
2022-11-25T18:44:23Z
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Skip the dataset verifications (split and checksum verifications, duplicate keys check) by default unless a dataset is being tested (`datasets-cli test/run_beam`). The main goal is to avoid running the checksum check in the default case due to how expensive it can be for large datasets. PS: Maybe we should deprecate...
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Improve `use_auth_token` docstring and deprecate `use_auth_token` in `download_and_prepare`
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2022-11-25T17:09:21Z
2022-11-28T12:40:12Z
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Clarify in the docstrings what happens when `use_auth_token` is `None` and deprecate the `use_auth_token` param in `download_and_prepare`.
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5,301
Return a split Dataset in load_dataset
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5301). All of your documentation changes will be reflected on that endpoint.", "Just noticed that now we have to deal with indexed & split datasets. The remaining tests are failing because one should be able to get an indexed d...
2022-11-25T16:35:54Z
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...instead of a DatasetDict. ```python # now supported ds = load_dataset("squad") ds[0] for example in ds: pass # still works ds["train"] ds["validation"] # new ds.splits # Dict[str, Dataset] | None # soon to be supported (not in this PR) ds = load_dataset("dataset_with_no_splits") ds[0] f...
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Use same `num_proc` for dataset download and generation
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5300). All of your documentation changes will be reflected on that endpoint.", "I noticed this bug the other day and was going to look into it! \"Where are these processes coming from?\" ;-)" ]
2022-11-25T15:37:42Z
2022-11-25T15:52:04Z
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Use the same `num_proc` value for data download and generation. Additionally, do not set `num_proc` to 16 in `DownloadManager` by default (`num_proc` now has to be specified explicitly).
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Fix xopen for Windows pathnames
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This PR fixes a bug in `xopen` function for Windows pathnames. Fix #5298.
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Bug in xopen with Windows pathnames
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2022-11-25T15:21:32Z
2022-11-29T08:21:25Z
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Currently, `xopen` function has a bug with local Windows pathnames: From its implementation: ```python def xopen(file: str, mode="r", *args, **kwargs): file = _as_posix(PurePath(file)) main_hop, *rest_hops = file.split("::") if is_local_path(main_hop): return open(file, mode, *args, **kwarg...
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Fix xjoin for Windows pathnames
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This PR fixes a bug in `xjoin` function with Windows pathnames. Fix #5296.
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2022-11-25T13:29:33Z
2022-11-29T08:05:13Z
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Currently, `xjoin` function has a bug with local Windows pathnames: instead of returning the OS-dependent join pathname, it always returns it in POSIX format. ```python from datasets.download.streaming_download_manager import xjoin path = xjoin("C:\\Users\\USERNAME", "filename.txt") ``` Join path should be: ...
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Extractions failed when .zip file located on read-only path (e.g., SageMaker FastFile mode)
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[ "Hi ! Thanks for reporting. Indeed the lock file should be placed in a directory with write permission (e.g. in the directory where the archive is extracted).", "I opened https://github.com/huggingface/datasets/pull/5320 to fix this - it places the lock file in the cache directory instead of trying to put in next...
2022-11-25T03:59:43Z
2022-12-01T13:56:40Z
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### Describe the bug Hi, `load_dataset()` does not work .zip files located on a read-only directory. Looks like it's because Dataset creates a lock file in the [same directory](https://github.com/huggingface/datasets/blob/df4bdd365f2abb695f113cbf8856a925bc70901b/src/datasets/utils/extract.py) as the .zip file. ...
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Support streaming datasets with pathlib.Path.with_suffix
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This PR extends the support in streaming mode for datasets that use `pathlib.Path.with_suffix`. Fix #5293.
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Support streaming datasets with pathlib.Path.with_suffix
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2022-11-24T17:52:08Z
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Extend support for streaming datasets that use `pathlib.Path.with_suffix`. This feature will be useful e.g. for datasets containing text files and annotated files with the same name but different extension.
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Missing documentation build for versions 2.7.1 and 2.6.2
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2022-11-24T09:42:10Z
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After the patch releases [2.7.1](https://github.com/huggingface/datasets/releases/tag/2.7.1) and [2.6.2](https://github.com/huggingface/datasets/releases/tag/2.6.2), the online docs were not properly built (the build_documentation workflow was not triggered). There was a fix by: - #5291 However, both documentati...
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[build doc] for v2.7.1 & v2.6.2
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2022-11-24T08:54:47Z
2022-11-24T09:14:10Z
2022-11-24T09:11:15Z
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Do NOT merge. Using this PR to build docs for [v2.7.1](https://github.com/huggingface/datasets/pull/5291/commits/f4914af20700f611b9331a9e3ba34743bbeff934) & [v2.6.2](https://github.com/huggingface/datasets/pull/5291/commits/025f85300a0874eeb90a20393c62f25ac0accaa0)
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_5290). All of your documentation changes will be reflected on that endpoint." ]
2022-11-24T03:53:46Z
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