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1,158,589,512
PR_kwDODunzps4z5oq-
3,815
Fix iter_archive getting reset
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1,646,323,132,000
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The `DownloadManager.iter_archive` method currently returns an iterator - which is **empty** once you iter over it once. This means you can't pass the same archive iterator to several splits. To fix that, I changed the ouput of `DownloadManager.iter_archive` to be an iterable that you can iterate over several times...
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1,158,518,995
PR_kwDODunzps4z5Zk4
3,814
Handle Nones in PyArrow struct
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[ "Looks like I added my comments while you were editing - sorry about that" ]
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CONTRIBUTOR
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This PR fixes an issue introduced by #3575 where `None` values stored in PyArrow arrays/structs would get ignored by `cast_storage` or by the `pa.array(cast_to_python_objects(..))` pattern. To fix the former, it also bumps the minimal PyArrow version to v5.0.0 to use the `mask` param in `pa.SturctArray`.
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1,158,474,859
I_kwDODunzps5FDOxr
3,813
Add MetaShift dataset
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[ "I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.", "#self-assign", "I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m...
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MEMBER
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## Adding a Dataset - **Name:** MetaShift - **Description:** collection of 12,868 sets of natural images across 410 classes- - **Paper:** https://arxiv.org/abs/2202.06523v1 - **Data:** https://github.com/weixin-liang/metashift Instructions to add a new dataset can be found [here](https://github.com/huggingface/...
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1,158,369,995
PR_kwDODunzps4z46C4
3,812
benchmark streaming speed with tar vs zip archives
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[ "I'm closing the PR since we're not going to merge it" ]
1,646,311,721,000
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CONTRIBUTOR
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# do not merge ## Hypothesis packing data into a single zip archive could allow us not to care about splitting data into several tar archives for efficient streaming which is annoying (since data creators usually host the data in a single tar) ## Data I host it [here](https://huggingface.co/datasets/polinaeter...
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PR_kwDODunzps4z4dHS
3,811
Update dev doc gh workflows
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CONTRIBUTOR
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Reflect changes from https://github.com/huggingface/transformers/pull/15891
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1,158,202,093
PR_kwDODunzps4z4WUW
3,810
Update version of xcopa dataset
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1,646,301,505,000
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MEMBER
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Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases We updated our loading script, but we did not bump a new version number: - #3254 This PR updates our loading script version from `1.0.0` to `1.1.0`.
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1,158,143,480
I_kwDODunzps5FB934
3,809
Checksums didn't match for datasets on Google Drive
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[ "Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ...
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NONE
null
## Describe the bug Datasets hosted on Google Drive do not seem to work right now. Loading them fails with a checksum error. ## Steps to reproduce the bug ```python from datasets import load_dataset for dataset in ["head_qa", "yelp_review_full"]: try: load_dataset(dataset) except Exception as excep...
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1,157,650,043
I_kwDODunzps5FAFZ7
3,808
Pre-Processing Cache Fails when using a Factory pattern
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[ "Ok - this is still an issue but I believe the root cause is different than I originally thought. I'm now able to get caching to work consistently with the above example as long as I fix the python hash seed `export PYTHONHASHSEED=1234`", "Hi! \r\n\r\nYes, our hasher should work with decorators. For instance, thi...
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NONE
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## Describe the bug If you utilize a pre-processing function which is created using a factory pattern, the function hash changes on each run (even if the function is identical) and therefore the data will be reproduced each time. ## Steps to reproduce the bug ```python def preprocess_function_factory(augmenta...
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1,157,531,812
I_kwDODunzps5E_oik
3,807
NonMatchingChecksumError in xcopa dataset
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[ "@albertvillanova here's a separate issue for a bug similar to #3792", "Hi @afcruzs-ms, thanks for opening this separate issue for your problem.\r\n\r\nThe root problem in the other issue (#3792) was a change in the service of Google Drive.\r\n\r\nBut in your case, the `xcopa` dataset is not hosted on Google Driv...
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## Describe the bug Loading the xcopa dataset doesn't work, it fails due to a mismatch in the checksum. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("xcopa", "it") ``` ## Expected results The dataset should be loaded correctly. ## Actual results Fails ...
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1,157,505,826
PR_kwDODunzps4z2FeI
3,806
Fix Spanish data file URL in wiki_lingua dataset
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1,646,243,022,000
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MEMBER
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This PR fixes the URL for Spanish data file. Previously, Spanish had the same URL as Vietnamese data file.
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This was erroneously added in https://github.com/huggingface/datasets/commit/701f128de2594e8dc06c0b0427c0ba1e08be3054. This PR removes it.
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Text builder with custom separator line boundaries
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[ "Gently pinging @lhoestq", "Hi ! Interresting :)\r\n\r\nCould you give more details on what kind of separators you would like to use instead ?", "In my case, I just want to use `\\n` but not `U+2028`.", "Ok I see, maybe there can be a `sep` parameter to allow users to specify what line/paragraph separator the...
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NONE
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**Is your feature request related to a problem? Please describe.** The current [Text](https://github.com/huggingface/datasets/blob/207be676bffe9d164740a41a883af6125edef135/src/datasets/packaged_modules/text/text.py#L23) builder implementation splits texts with `splitlines()` which splits the text on several line bound...
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Remove deprecated methods/params (preparation for v2.0)
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This PR removes the following deprecated methos/params: * `Dataset.cast_`/`DatasetDict.cast_` * `Dataset.dictionary_encode_column_`/`DatasetDict.dictionary_encode_column_` * `Dataset.remove_columns_`/`DatasetDict.remove_columns_` * `Dataset.rename_columns_`/`DatasetDict.rename_columns_` * `prepare_module` * param...
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Release of FairLex dataset
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[ "This is awesome ! The dataset card and the dataset script look amazing :)\r\n\r\nI wanted to ask you if you'd be interested to have this dataset under the namespace of you research group at https://huggingface.co/coastalcph ? If yes, then you can actually create a dataset repository under your research group name ...
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**FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing** We present a benchmark suite of four datasets for evaluating the fairness of pre-trained legal language models and the techniques used to fine-tune them for downstream tasks. Our benchmarks cover four jurisdictions (European Cou...
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[Breaking] Align `map` when streaming: update instead of overwrite + add missing parameters
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[ "Right ! Will add it in another PR :)" ]
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Currently the datasets in streaming mode and in non-streaming mode have two distinct API for `map` processing. In this PR I'm aligning the two by changing `map` in streamign mode. This includes a **major breaking change** and will require a major release of the library: **Datasets 2.0** In particular, `Dataset.ma...
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Added computer vision tasks
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CONTRIBUTOR
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Previous PR was in my fork so thought it'd be easier if I do it from a branch. Added computer vision task datasets according to HF tasks.
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Xtreme-S Metrics
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[ "@lhoestq - if you could take a final review here this would be great (if you have 5min :-) ) ", "Don't think the failures are related but not 100% sure", "Yes the CI fail is unrelated - you can ignore it" ]
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**Added datasets (TODO)**: - [x] MLS - [x] Covost2 - [x] Minds-14 - [x] Voxpopuli - [x] FLoRes (need data) **Metrics**: Done
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3,798
Fix error message in CSV loader for newer Pandas versions
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CONTRIBUTOR
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Fix the error message in the CSV loader for `Pandas >= 1.4`. To fix this, I directly print the current file name in the for-loop. An alternative would be to use a check similar to this: ```python csv_file_reader.handle.handle if datasets.config.PANDAS_VERSION >= version.parse("1.4") else csv_file_reader.f ``` CC: @...
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Reddit dataset card contribution
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Description tags for webis-tldr-17 added.
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Skip checksum computation if `ignore_verifications` is `True`
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This will speed up the loading of the datasets where the number of data files is large (can easily happen with `imagefoler`, for instance)
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[ "same issue. downgrade it to a lower version.", "Thanks for reporting, I'll take a look tomorrow :)" ]
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NONE
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## Describe the bug after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('natural_questions',cache_dir = 'data/datase...
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PR_kwDODunzps4zniT4
3,794
Add Mahalanobis distance metric
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CONTRIBUTOR
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Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P. In this PR I implement the metric in a simple way with the help of numpy only. Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak...
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PR_kwDODunzps4zfdL0
3,793
Docs new UI actions no self hosted
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[ "It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui...
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MEMBER
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Removes the need to have a self-hosted runner for the dev documentation
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Checksums didn't match for dataset source
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[ "Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']", "I think this is a side-effect of #3787. The checksums won't match because the URLs ha...
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NONE
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## Dataset viewer issue for 'wiki_lingua*' **Link:** *link to the dataset viewer page* `data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]") ` *short description of the issue* ``` [NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://drive.google.co...
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PR_kwDODunzps4zevU2
3,791
Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem
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CONTRIBUTOR
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As discussed in https://github.com/huggingface/datasets/pull/2830#issuecomment-1048989764, this PR adds a QOL improvement to easily reference the files inside a directory in `load_dataset` using the `data_dir` param (very handy for ImageFolder because it avoids globbing, but also useful for the other loaders). Addition...
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3,790
Add doc builder scripts
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[ "I think we're only missing the hosted runner to be configured for this repository and we should be good", "Regarding the self-hosted runner, I actually encourage using the approach defined here: https://github.com/huggingface/transformers/pull/15710, which doesn't leverage a self-hosted runner. This prevents que...
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MEMBER
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I added the three scripts: - build_dev_documentation.yml - build_documentation.yml - delete_dev_documentation.yml I got them from `transformers` and did a few changes: - I removed the `transformers`-specific dependencies - I changed all the paths to be "datasets" instead of "transformers" - I passed the `--lib...
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3,789
Add URL and ID fields to Wikipedia dataset
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[ "Do you think we have a dedicated branch for all the changes we want to do to wikipedia ? Then once everything looks good + we have preprocessed the main languages, we can merge it on the `master` branch", "Yes, @lhoestq, I agree with you.\r\n\r\nI have just created the dedicated branch [`update-wikipedia`](https...
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MEMBER
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This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using. About the conversion from title to URL, I found that apart from replacing blanks with underscores, som...
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3,788
Only-data dataset loaded unexpectedly as validation split
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[ "I see two options:\r\n1. drop the \"dev\" keyword since it can be considered too generic\r\n2. improve the pattern to something more reasonable, e.g. asking for a separator before and after \"dev\"\r\n```python\r\n[\"*[ ._-]dev[ ._-]*\", \"dev[ ._-]*\"]\r\n```\r\n\r\nI think 2. is nice. If we agree on this one we ...
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MEMBER
null
## Describe the bug As reported by @thomasw21 and @lhoestq, a dataset containing only a data file whose name matches the pattern `*dev*` will be returned as VALIDATION split, even if this is not the desired behavior, e.g. a file named `datosdevision.jsonl.gz`.
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PR_kwDODunzps4zdE7b
3,787
Fix Google Drive URL to avoid Virus scan warning
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[ "Thanks for this @albertvillanova!", "Once this PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previous...
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MEMBER
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This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs. Fix #3786, fix #3784.
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3,786
Bug downloading Virus scan warning page from Google Drive URLs
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[ "Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch...
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MEMBER
null
## Describe the bug Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself. See: - #3758 - #3773 - #3784
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3,785
Fix: Bypass Virus Checks in Google Drive Links (CNN-DM dataset)
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[ "Thank you, @albertvillanova!", "Got it. Thanks for explaining this, @albertvillanova!\r\n\r\n> On the other hand, the tests are not passing because the dummy data should also be fixed. Once done, this PR will be able to be merged into master.\r\n\r\nWill do this 👍", "Hi ! I think we need to fix the issue for ...
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This commit fixes the issue described in #3784. By adding an extra parameter to the end of Google Drive links, we are able to bypass the virus check and download the datasets. So, if the original link looked like https://drive.google.com/uc?export=download&id=0BwmD_VLjROrfTHk4NFg2SndKcjQ The new link now looks li...
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I_kwDODunzps5EjH3j
3,784
Unable to Download CNN-Dailymail Dataset
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[ "#self-assign", "@AngadSethi thanks for reporting and thanks for your PR!", "Glad to help @albertvillanova! Just fine-tuning the PR, will comment once I am able to get it up and running 😀", "Fixed by:\r\n- #3787" ]
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## Describe the bug I am unable to download the CNN-Dailymail dataset. Upon closer investigation, I realised why this was happening: - The dataset sits in Google Drive, and both the CNN and DM datasets are large. - Google is unable to scan the folder for viruses, **so the link which would originally download the dat...
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PR_kwDODunzps4zZ1jR
3,783
Support passing str to iter_files
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[ "@mariosasko it was indeed while reading that PR, that I remembered this change I wanted to do long ago... 😉" ]
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PR_kwDODunzps4zY-Xb
3,782
Error of writing with different schema, due to nonpreservation of nullability
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[ "Hi ! Thanks for reporting, indeed `disable_nullable` doesn't seem to be supported in this case. Maybe at one point we can have `disable_nullable` as a parameter of certain feature types" ]
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## 1. Case ``` dataset.map( batched=True, disable_nullable=True, ) ``` will get the following error at here https://github.com/huggingface/datasets/blob/c9967f55626931f8059dc416526c791444cdfdf7/src/datasets/arrow_writer.py#L516 `pyarrow.lib.ArrowInvalid: Tried to write record batch with different schema` ...
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Reddit dataset card additions
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[ "Hello! I added the tags and created a PR. Just to note, regarding the paperswithcode_id tag, that currently has the value \"reddit\"; the dataset described as reddit in paperswithcode is https://paperswithcode.com/dataset/reddit and it isn't the Webis-tldr-17. I could not find Webis-tldr-17 in paperswithcode neith...
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The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38 It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well. The task at which t...
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Add ElkarHizketak v1.0 dataset
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[ "I also filled some missing sections in the dataset card" ]
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Update manual download URL in newsroom dataset
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Fix #3778.
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3,778
Not be able to download dataset - "Newsroom"
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[ "Hi @Darshan2104, thanks for reporting.\r\n\r\nPlease note that at Hugging Face we do not host the data of this dataset, but just a loading script pointing to the host of the data owners.\r\n\r\nApparently the data owners changed their data host server. After googling it, I found their new website at: https://lil.n...
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Hello, I tried to download the **newsroom** dataset but it didn't work out for me. it said me to **download it manually**! For manually, Link is also didn't work! It is sawing some ad or something! If anybody has solved this issue please help me out or if somebody has this dataset please share your google driv...
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Start removing canonical datasets logic
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[ "I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?", "> I'm not sure if the documentation explains why the dataset identifiers might have a na...
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I updated the source code and the documentation to start removing the "canonical datasets" logic. Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly. ### Changes - the documentation about dataset ...
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3,776
Allow download only some files from the Wikipedia dataset
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[ "Hi @jvanz, thank you for your proposal.\r\n\r\nIn fact, we are aware that it is very common the problem you mention. Because of that, we are currently working in implementing a new version of wikipedia on the Hub, with all data preprocessed (no need to use Apache Beam), from where you will be able to use `data_fil...
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**Is your feature request related to a problem? Please describe.** The Wikipedia dataset can be really big. This is a problem if you want to use it locally in a laptop with the Apache Beam `DirectRunner`. Even if your laptop have a considerable amount of memory (e.g. 32gb). **Describe the solution you'd like** I...
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Update gigaword card and info
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[ "I think it actually comes from an issue here:\r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/file_utils.py#L575-L579\r\n\r\nand \r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/streaming...
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Reported on the forum: https://discuss.huggingface.co/t/error-loading-dataset/14999
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3,774
Fix reddit_tifu data URL
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Fix #3773.
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Checksum mismatch for the reddit_tifu dataset
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[ "Thanks for reporting, @anna-kay. We are fixing it.", "@albertvillanova Thank you for the fast response! However I am still getting the same error:\r\n\r\nDownloading: 2.23kB [00:00, ?B/s]\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Anna\\PycharmProjects\\summarization\\main.py\", line 17, in <mo...
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## Describe the bug A checksum occurs when downloading the reddit_tifu data (both long & short). ## Steps to reproduce the bug reddit_tifu_dataset = load_dataset('reddit_tifu', 'long') ## Expected results The expected result is for the dataset to be downloaded and cached locally. ## Actual results File "...
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3,772
Fix: dataset name is stored in keys
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Fix DuplicatedKeysError on msr_sqa dataset
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Fix #3770.
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DuplicatedKeysError on msr_sqa dataset
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[ "Thanks for reporting, @kolk.\r\n\r\nWe are fixing it. " ]
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### Describe the bug Failure to generate dataset msr_sqa because of duplicate keys. ### Steps to reproduce the bug ``` from datasets import load_dataset load_dataset("msr_sqa") ``` ### Expected results The examples keys should be unique. **Actual results** ``` >>> load_dataset("msr_sqa") Downloading: 6...
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3,769
`dataset = dataset.map()` causes faiss index lost
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[ "Hi ! Indeed `map` is dropping the index right now, because one can create a dataset with more or fewer rows using `map` (and therefore the index might not be relevant anymore)\r\n\r\nI guess we could check the resulting dataset length, and if the user hasn't changed the dataset size we could keep the index, what d...
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## Describe the bug assigning the resulted dataset to original dataset causes lost of the faiss index ## Steps to reproduce the bug `my_dataset` is a regular loaded dataset. It's a part of a customed dataset structure ```python self.dataset.add_faiss_index('embeddings') self.dataset.list_indexes() # ['embeddin...
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Fix HfFileSystem docstring
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Expose method and fix param
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A fix + expose a new method, following https://github.com/huggingface/datasets/pull/3670
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Fix head_qa data URL
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Fix #3758.
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Update URL for tagging app
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[ "Oh, this URL shouldn't be updated to the tagging app as it's actually used for creating the README - closing this." ]
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This PR updates the URL for the tagging app to be the one on Spaces.
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!
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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It's not possible download `20200501.pt` dataset
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[ "Hi @jvanz, thanks for reporting.\r\n\r\nPlease note that Wikimedia website does not longer host Wikipedia dumps for so old dates.\r\n\r\nFor a list of accessible dump dates of `pt` Wikipedia, please see: https://dumps.wikimedia.org/ptwiki/\r\n\r\nYou can load for example `20220220` `pt` Wikipedia:\r\n```python\r\n...
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NONE
null
## Describe the bug The dataset `20200501.pt` is broken. The available datasets: https://dumps.wikimedia.org/ptwiki/ ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("wikipedia", "20200501.pt", beam_runner='DirectRunner') ``` ## Expected results I expect t...
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`Dataset.class_encode` should support custom class names
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[ "Hi @Dref360, thanks a lot for your proposal.\r\n\r\nIt totally makes sense to have more flexibility when class encoding, I agree.\r\n\r\nYou could even further customize the class encoding by passing an instance of `ClassLabel` itself (instead of replicating `ClassLabel` instantiation arguments as `Dataset.class_e...
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I can make a PR, just wanted approval before starting. **Is your feature request related to a problem? Please describe.** It is often the case that classes are not ordered in alphabetical order. Current `class_encode_column` sort the classes before indexing. https://github.com/huggingface/datasets/blob/master/sr...
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3,761
Know your data for HF hub
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[ "Hi @Muhtasham you should take a look at https://huggingface.co/blog/data-measurements-tool and accompanying demo app at https://huggingface.co/spaces/huggingface/data-measurements-tool\r\n\r\nWe would be interested in your feedback. cc @meg-huggingface @sashavor @yjernite " ]
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**Is your feature request related to a problem? Please describe.** Would be great to see be able to understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues. **Describe the solution you'd like** Something like https://knowyourdata.withgoogle.com/ for HF hub
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3,760
Unable to view the Gradio flagged call back dataset
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[ "Hi @kingabzpro.\r\n\r\nI think you need to create a loading script that creates the dataset from the CSV file and the image paths.\r\n\r\nAs example, you could have a look at the Food-101 dataset: https://huggingface.co/datasets/food101\r\n- Loading script: https://huggingface.co/datasets/food101/blob/main/food101...
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## Dataset viewer issue for '*savtadepth-flags*' **Link:** *[savtadepth-flags](https://huggingface.co/datasets/kingabzpro/savtadepth-flags)* *with the Gradio 2.8.1 the dataset viers stopped working. I tried to add values manually but its not working. The dataset is also not showing the link with the app https://h...
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Rename GenerateMode to DownloadMode
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[ "Thanks! Used here: https://github.com/huggingface/datasets-preview-backend/blob/main/src/datasets_preview_backend/models/dataset.py#L26 :) " ]
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This PR: - Renames `GenerateMode` to `DownloadMode` - Implements `DeprecatedEnum` - Deprecates `GenerateMode` Close #769.
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head_qa file missing
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[ "We usually find issues with files hosted at Google Drive...\r\n\r\nIn this case we download the Google Drive Virus scan warning instead of the data file.", "Fixed: https://huggingface.co/datasets/head_qa/viewer/en/train. Thanks\r\n\r\n<img width=\"1551\" alt=\"Capture d’écran 2022-02-28 à 15 29 04\" src=\"http...
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CONTRIBUTOR
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## Describe the bug A file for the `head_qa` dataset is missing (https://drive.google.com/u/0/uc?export=download&id=1a_95N5zQQoUCq8IBNVZgziHbeM-QxG2t/HEAD_EN/train_HEAD_EN.json) ## Steps to reproduce the bug ```python >>> from datasets import load_dataset >>> load_dataset("head_qa", name="en") ``` ## Expec...
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Add perplexity to metrics
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[ "Awesome thank you ! The implementation of the parent `Metric` class was assuming that all metrics were supposed to have references/predictions pairs - I just changed that so you don't have to override `compute()`. I took the liberty of doing the changes directly inside this PR to make sure it works as expected wit...
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CONTRIBUTOR
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Adding perplexity metric This code differs from the code in [this](https://huggingface.co/docs/transformers/perplexity) HF blog post because the blogpost code fails in at least the following circumstances: - returns nans whenever the stride = 1 - hits a runtime error when the stride is significantly larger than th...
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3,756
Images get decoded when using `map()` with `input_columns` argument on a dataset
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[ "Hi! If I'm not mistaken, this behavior is intentional, but I agree it could be more intuitive.\r\n\r\n@albertvillanova Do you remember why you decided not to decode columns in the `Audio` feature PR when `input_columns` is not `None`? IMO we should decode those columns, and we don't even have to use lazy structure...
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NONE
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## Describe the bug The `datasets.features.Image` feature class decodes image data by default. Expectedly, when indexing a dataset or using the `map()` method, images are returned as PIL Image instances. However, when calling `map()` and setting a specific data column with the `input_columns` argument, the image ...
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Cannot preview dataset
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[ "Thanks for reporting. The dataset viewer depends on some backend treatments, and for now, they might take some hours to get processed. We're working on improving it.", "It has finally been processed. Thanks for the patience.", "Thanks for the info @severo !" ]
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## Dataset viewer issue for '*rubrix/news*' **Link:https://huggingface.co/datasets/rubrix/news** *link to the dataset viewer page* Cannot see the dataset preview: ``` Status code: 400 Exception: Status400Error Message: Not found. Cache is waiting to be refreshed. ``` Am I the one who added thi...
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Overflowing indices in `select`
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[ "Fixed on master (see https://github.com/huggingface/datasets/pull/3719).", "Awesome, I did not find that one! Thanks." ]
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MEMBER
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## Describe the bug The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"test": [1,2,3]}) ds = ds.select(range(5)) print(ds) p...
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Expanding streaming capabilities
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[ "Related to: https://github.com/huggingface/datasets/issues/3444", "Cool ! `filter` will be very useful. There can be a filter that you can apply on a streaming dataset:\r\n```python\r\nload_dataset(..., streaming=True).filter(lambda x: x[\"lang\"] == \"sw\")\r\n```\r\n\r\nOtherwise if you want to apply a filter ...
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Some ideas for a few features that could be useful when working with large datasets in streaming mode. ## `filter` for `IterableDataset` Adding filtering to streaming datasets would be useful in several scenarios: - filter a dataset with many languages for a subset of languages - filter a dataset for specific li...
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3,752
Update metadata JSON for cats_vs_dogs dataset
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Note that the number of examples in the train split was already fixed in the dataset card. Fix #3750.
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Fix typo in train split name
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In the README guide (and consequently in many datasets) there was a typo in the train split name: ``` | Tain | Valid | Test | ``` This PR: - fixes the typo in the train split name - fixes the column alignment of the split tables in the README guide and in all datasets.
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`NonMatchingSplitsSizesError` for cats_vs_dogs dataset
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[ "Thnaks for reporting @jaketae. We are fixing it. " ]
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## Describe the bug Cannot download cats_vs_dogs dataset due to `NonMatchingSplitsSizesError`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("cats_vs_dogs") ``` ## Expected results Loading is successful. ## Actual results ``` NonMatchingSplitsSiz...
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Add tqdm arguments
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[ "Hi ! Thanks this will be very useful :)\r\n\r\nIt looks like there are some changes in the github diff that are not related to your contribution, can you try fixing this by merging `master` into your PR, or create a new PR from an updated version of `master` ?", "I have already solved the conflict on this latest...
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In this PR, tqdm arguments can be passed to the map() function and such, in order to be more flexible.
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Add tqdm arguments
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In this PR, there are two changes. 1. It is able to show the progress bar by adding the length of the iterator. 2. Pass in tqdm_kwargs so that can enable more feasibility for the control of tqdm library.
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Passing invalid subset should throw an error
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## Describe the bug Only some datasets have a subset (as in `load_dataset(name, subset)`). If you pass an invalid subset, an error should be thrown. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('rotten_tomatoes', 'asdfasdfa') ``` ## Expected results This should break, since ...
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Use the same seed to shuffle shards and metadata in streaming mode
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When shuffling in streaming mode, those two entangled lists are shuffled independently. In this PR I changed this to shuffle the lists of same length with the exact same seed, in order for the files and metadata to still be aligned. ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename...
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Add mIoU metric
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[ "Hmm the doctest failed again - maybe the full result needs to be on one single line", "cc @lhoestq for the final review", "Cool ! Feel free to merge if it's all good for you" ]
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This PR adds the mean Intersection-over-Union metric to the library, useful for tasks like semantic segmentation. It is entirely based on mmseg's [implementation](https://github.com/open-mmlab/mmsegmentation/blob/master/mmseg/core/evaluation/metrics.py). I've removed any PyTorch dependency, and rely on Numpy only...
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Better shards shuffling in streaming mode
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Sometimes a dataset script has a `_split_generators` that returns several files as well as the corresponding metadata of each file. It often happens that they end up in two separate lists in the `gen_kwargs`: ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename in all_files], "me...
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initial monash time series forecasting repository
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI fails are unrelated to this PR, merging !", "thanks 🙇🏽 " ]
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Fix ValueError message formatting in int2str
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Hi! I bumped into this particular `ValueError` during my work (because an instance of `np.int64` was passed instead of regular Python `int`), and so I had to `print(type(values))` myself. Apparently, it's just the missing `f` to make message an f-string. It ain't much for a contribution, but it's honest work. Hop...
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Rm sphinx doc
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Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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Support streaming for pubmed
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[ "@albertvillanova just FYI, since you were so helpful with the previous pubmed issue :) ", "IIRC streaming from FTP is not fully tested yet, so I'm fine with switching to HTTPS for now, as long as the download speed/availability is great", "@albertvillanova Thanks for pointing me to the `ET` module replacement....
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CONTRIBUTOR
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This PR makes some minor changes to the `pubmed` dataset to allow for `streaming=True`. Fixes #3739. Basically, I followed the C4 dataset which works in streaming mode as an example, and made the following changes: * Change URL prefix from `ftp://` to `https://` * Explicilty `open` the filename and pass the XML ...
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Pubmed dataset does not work in streaming mode
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[ "Thanks for reporting, @abhi-mosaic (related to #3655).\r\n\r\nPlease note that `xml.etree.ElementTree.parse` already supports streaming:\r\n- #3476\r\n\r\nNo need to refactor to use `open`/`xopen`. Is is enough with importing the package `as ET` (instead of `as etree`)." ]
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CONTRIBUTOR
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## Describe the bug Trying to use the `pubmed` dataset with `streaming=True` fails. ## Steps to reproduce the bug ```python import datasets pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True) print (next(iter(pubmed_train))) ``` ## Expected results I would expect to see the first ...
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For data-only datasets, streaming and non-streaming don't behave the same
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[ "Note that we might change the heuristic and create a different config per file, at least in that case.", "Hi @severo, thanks for reporting.\r\n\r\nYes, this happens because when non-streaming, a cast of all data is done in order to \"concatenate\" it all into a single dataset (thus the error), while this casting...
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CONTRIBUTOR
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See https://huggingface.co/datasets/huggingface/transformers-metadata: it only contains two JSON files. In streaming mode, the files are concatenated, and thus the rows might be dictionaries with different keys: ```python import datasets as ds iterable_dataset = ds.load_dataset("huggingface/transformers-metadat...
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3,737
Make RedCaps streamable
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Make RedCaps streamable. @lhoestq Using `data/redcaps_v1.0_annotations.zip` as a download URL gives an error locally when running `datasets-cli test` (will investigate this another time)
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Local paths in common voice
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[ "I just changed to `dl_manager.is_streaming` rather than an additional parameter `streaming` that has to be handled by the DatasetBuilder class - this way the streaming logic doesn't interfere with the base builder's code.\r\n\r\nI think it's better this way, but let me know if you preferred the previous way and I ...
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MEMBER
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Continuation of https://github.com/huggingface/datasets/pull/3664: - pass the `streaming` parameter to _split_generator - update @anton-l's code to use this parameter for `common_voice` - add a comment to explain why we use `download_and_extract` in non-streaming and `iter_archive` in streaming Now the `common_...
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Performance of `datasets` at scale
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[ "> using command line git-lfs - [...] 300MB/s!\r\n\r\nwhich server location did you upload from?", "From GCP region `us-central1-a`.", "The most surprising part to me is the saving time. Wondering if it could be due to compression (`ParquetWriter` uses SNAPPY compression by default; it can be turned off with `...
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MEMBER
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# Performance of `datasets` at 1TB scale ## What is this? During the processing of a large dataset I monitored the performance of the `datasets` library to see if there are any bottlenecks. The insights of this analysis could guide the decision making to improve the performance of the library. ## Dataset The da...
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Fix bugs in NewsQA dataset
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Fix #3733.
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Bugs in NewsQA dataset
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MEMBER
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## Describe the bug NewsQA dataset has the following bugs: - the field `validated_answers` is an exact copy of the field `answers` but with the addition of `'count': [0]` to each dict - the field `badQuestion` does not appear in `answers` nor `validated_answers` ## Steps to reproduce the bug By inspecting the da...
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3,732
Support streaming in size estimation function in `push_to_hub`
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[ "would this allow to include the size in the dataset info without downloading the files? related to https://github.com/huggingface/datasets/pull/3670", "@severo I don't think so. We could use this to get `info.download_checksums[\"num_bytes\"]`, but we must process the files to get the rest of the size info. " ]
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This PR adds the streamable version of `os.path.getsize` (`fsspec` can return `None`, so we fall back to `fs.open` to make it more robust) to account for possible streamable paths in the nested `extra_nbytes_visitor` function inside `push_to_hub`.
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Fix Multi-News dataset metadata and card
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Fix #3730.
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Checksum Error when loading multi-news dataset
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[ "Thanks for reporting @byw2.\r\nWe are fixing it.\r\nIn the meantime, you can load the dataset by passing `ignore_verifications=True`:\r\n ```python\r\ndataset = load_dataset(\"multi_news\", ignore_verifications=True)" ]
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## Describe the bug When using the load_dataset function from datasets module to load the Multi-News dataset, does not load the dataset but throws Checksum Error instead. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("multi_news") ``` ## Expected results ...
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3,729
Wrong number of examples when loading a text dataset
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[ "Hi @kg-nlp, thanks for reporting.\r\n\r\nThat is weird... I guess we would need some sample data file where this behavior appears to reproduce the bug for further investigation... ", "ok, I found the reason why that two results are not same.\r\nthere is /u2029 in the text, the datasets will split sentence accord...
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## Describe the bug when I use load_dataset to read a txt file I find that the number of the samples is incorrect ## Steps to reproduce the bug ``` fr = open('train.txt','r',encoding='utf-8').readlines() print(len(fr)) # 1199637 datasets = load_dataset('text', data_files={'train': ['train.txt']}, streaming...
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VoxPopuli
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[ "duplicate of https://github.com/huggingface/datasets/issues/2300" ]
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## Adding a Dataset - **Name:** VoxPopuli - **Description:** A Large-Scale Multilingual Speech Corpus - **Paper:** https://arxiv.org/pdf/2101.00390.pdf - **Data:** https://github.com/facebookresearch/voxpopuli - **Motivation:** one of the largest (if not the largest) multilingual speech corpus: 400K hours of multi...
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3,727
Patch all module attributes in its namespace
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When patching module attributes, only those defined in its `__all__` variable were considered by default (only falling back to `__dict__` if `__all__` was None). However those are only a subset of all the module attributes in its namespace (`__dict__` variable). This PR fixes the problem of modules that have non-...
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3,726
Use config pandas version in CSV dataset builder
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Fix #3724.
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Pin pandas to avoid bug in streaming mode
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Temporarily pin pandas version to avoid bug in streaming mode (patching no longer works). Related to #3724.
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3,724
Bug while streaming CSV dataset with pandas 1.4
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## Describe the bug If we upgrade to pandas `1.4`, the patching of the pandas module is no longer working ``` AttributeError: '_PatchedModuleObj' object has no attribute '__version__' ``` ## Steps to reproduce the bug ``` pip install pandas==1.4 ``` ```python from datasets import load_dataset ds = load_dat...
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3,723
Fix flatten of complex feature types
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[ "Apparently the merge brought back some tests that use `flatten_()` that we removed recently", "_The documentation is not available anymore as the PR was closed or merged._" ]
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Fix `flatten` for the following feature types: Image/Audio, Translation, and TranslationVariableLanguages. Inspired by `cast`/`table_cast`, I've introduced a `table_flatten` function to handle the Image/Audio types. CC: @SBrandeis Fix #3686.
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added electricity load diagram dataset
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Initial Electricity Load Diagram time series dataset.
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3,721
Multi-GPU support for `FaissIndex`
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[ "Any love?", "Hi, any update?", "@albertvillanova Sorry for bothering you again, quick follow up: is there anything else you want me to add / modify?", "Hi @rentruewang , we updated the documentation on `master`, could you merge `master` into your branch please ?", "@lhoestq I've merge `huggingface/datasets...
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CONTRIBUTOR
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Per #3716 , current implementation does not take into consideration that `faiss` can run on multiple GPUs. In this commit, I provided multi-GPU support for `FaissIndex` by modifying the device management in `IndexableMixin.add_faiss_index` and `FaissIndex.load`. Now users are able to pass in 1. a positive intege...
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Builder Configuration Update Required on Common Voice Dataset
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[ "Hi @aasem, thanks for reporting.\r\n\r\nPlease note that currently Commom Voice is hosted on our Hub as a community dataset by the Mozilla Foundation. See all Common Voice versions here: https://huggingface.co/mozilla-foundation\r\n\r\nMaybe we should add an explaining note in our \"legacy\" Common Voice canonical...
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NONE
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Missing language in Common Voice dataset **Link:** https://huggingface.co/datasets/common_voice I tried to call the Urdu dataset using `load_dataset("common_voice", "ur", split="train+validation")` but couldn't due to builder configuration not found. I checked the source file here for the languages support: ht...
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PR_kwDODunzps4yyFv7
3,719
Check if indices values in `Dataset.select` are within bounds
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CONTRIBUTOR
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Fix #3707 Instead of reusing `_check_valid_index_key` from `datasets.formatting`, I defined a new function to provide a more meaningful error message.
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Fix Evidence Infer Treatment dataset
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MEMBER
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This PR: - fixes a bug in the script, by removing an unnamed column with the row index: fix KeyError - fix the metadata JSON, by adding both configurations (1.1 and 2.0): fix ExpectedMoreDownloadedFiles - updates the dataset card Fix #3515.
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I_kwDODunzps5DyAkn
3,717
wrong condition in `Features ClassLabel encode_example`
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[ "Hi @Tudyx, \r\n\r\nPlease note that in Python, the boolean NOT operator (`not`) has lower precedence than comparison operators (`<=`, `<`), thus the expression you mention is equivalent to:\r\n```python\r\n not (-1 <= example_data < self.num_classes)\r\n```\r\n\r\nAlso note that as expected, the exception is raise...
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NONE
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## Describe the bug The `encode_example` function in *features.py* seems to have a wrong condition. ```python if not -1 <= example_data < self.num_classes: raise ValueError(f"Class label {example_data:d} greater than configured num_classes {self.num_classes}") ``` ## Expected results The `not - 1` co...
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`FaissIndex` to support multiple GPU and `custom_index`
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[ "Hi @rentruewang, thansk for reporting and for your PR!!! We should definitely support this. ", "@albertvillanova Great! :)" ]
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Currently, because `device` is of the type `int | None`, to leverage `faiss-gpu`'s multi-gpu support, you need to create a `custom_index`. However, if using a `custom_index` created by e.g. `faiss.index_cpu_to_all_gpus`, then `FaissIndex.save` does not ...
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