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#2837 Use cache folder for lockfile
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[ "The CI fail about the meteor metric is unrelated to this PR " ]
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Fixes #2837 Use a cache folder directory to store the FileLock. The issue was that the lock file was in a readonly folder.
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Adding an Elastic Search index to a Dataset
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[ "Hi, is this bug deterministic in your poetry env ? I mean, does it always stop at 90% or is it random ?\r\n\r\nAlso, can you try using another version of Elasticsearch ? Maybe there's an issue with the one of you poetry env", "I face similar issue with oscar dataset on remote ealsticsearch instance. It was mainl...
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NONE
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## Describe the bug When trying to index documents from the squad dataset, the connection to ElasticSearch seems to break: Reusing dataset squad (/Users/andreasmotz/.cache/huggingface/datasets/squad/plain_text/1.0.0/d6ec3ceb99ca480ce37cdd35555d6cb2511d223b9150cce08a837ef62ffea453) 90%|████████████████████████████...
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Add IC, SI, ER tasks to SUPERB
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[ "Sorry for the late PR, uploading 10+GB files to the hub through a VPN was an adventure :sweat_smile: ", "Thank you so much for adding these subsets @anton-l! \r\n\r\n> These datasets either require manual downloads or have broken/unstable links. You can get all necessary archives in this repo: https://huggingfac...
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CONTRIBUTOR
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This PR adds 3 additional classification tasks to SUPERB #### Intent Classification Dataset URL seems to be down at the moment :( See the note below. S3PRL source: https://github.com/s3prl/s3prl/blob/master/s3prl/downstream/fluent_commands/dataset.py Instructions: https://github.com/s3prl/s3prl/tree/master/s3prl/...
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Fix data URLs and metadata in DocRED dataset
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The host of `docred` dataset has updated the `dev` data file. This PR: - Updates the dev URL - Updates dataset metadata This PR also fixes the URL of the `train_distant` split, which was wrong. Fix #2882.
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`load_dataset('docred')` results in a `NonMatchingChecksumError`
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[ "Hi @tmpr, thanks for reporting.\r\n\r\nTwo weeks ago (23th Aug), the host of the source `docred` dataset updated one of the files (`dev.json`): you can see it [here](https://drive.google.com/drive/folders/1c5-0YwnoJx8NS6CV2f-NoTHR__BdkNqw).\r\n\r\nTherefore, the checksum needs to be updated.\r\n\r\nNormally, in th...
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NONE
null
## Describe the bug I get consistent `NonMatchingChecksumError: Checksums didn't match for dataset source files` errors when trying to execute `datasets.load_dataset('docred')`. ## Steps to reproduce the bug It is quasi only this code: ```python import datasets data = datasets.load_dataset('docred') ``` ## ...
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Add BIOSSES dataset
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Adding the biomedical semantic sentence similarity dataset, BIOSSES, listed in "Biomedical Datasets - BigScience Workshop 2021"
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Extend support for streaming datasets that use pathlib.Path stem/suffix
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This PR extends the support in streaming mode for datasets that use `pathlib`, by patching the properties `pathlib.Path.stem` and `pathlib.Path.suffix`. Related to #2876, #2874, #2866. CC: @severo
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In v1.4.1, all TIMIT train transcripts are "Would such an act of refusal be useful?"
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[ "Hi @rcgale, thanks for reporting.\r\n\r\nPlease note that this bug was fixed on `datasets` version 1.5.0: https://github.com/huggingface/datasets/commit/a23c73e526e1c30263834164f16f1fdf76722c8c#diff-f12a7a42d4673bb6c2ca5a40c92c29eb4fe3475908c84fd4ce4fad5dc2514878\r\n\r\nIf you update `datasets` version, that shoul...
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## Describe the bug Using version 1.4.1 of `datasets`, TIMIT transcripts are all the same. ## Steps to reproduce the bug I was following this tutorial - https://huggingface.co/blog/fine-tune-wav2vec2-english But here's a distilled repro: ```python !pip install datasets==1.4.1 from datasets import load_datas...
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NotADirectoryError: [WinError 267] During load_from_disk
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## Describe the bug Trying to load saved dataset or dataset directory from Amazon S3 on a Windows machine fails. Performing the same operation succeeds on non-windows environment (AWS Sagemaker). ## Steps to reproduce the bug ```python # Followed https://huggingface.co/docs/datasets/filesystems.html#loading-a-pr...
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Don't keep the dummy data folder or dataset_infos.json when resolving data files
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[ "Hi @lhoestq I am new to huggingface datasets, I would like to work on this issue!\r\n", "Thanks for the help :) \r\n\r\nAs mentioned in the PR, excluding files named \"dummy_data.zip\" is actually more general than excluding the files inside a \"dummy\" folder. I just did the change in the PR, I think we can mer...
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When there's no dataset script, all the data files of a folder or a repository on the Hub are loaded as data files. There are already a few exceptions: - files starting with "." are ignored - the dataset card "README.md" is ignored - any file named "config.json" is ignored (currently it isn't used anywhere, but i...
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Extend support for streaming datasets that use pathlib.Path.glob
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[ "I am thinking that ideally we should call `fs.glob()` instead...", "Thanks, @lhoestq: the idea of adding the mock filesystem is to avoid network calls and reduce testing time ;) \r\n\r\nI have added `rglob` as well and fixed some bugs." ]
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This PR extends the support in streaming mode for datasets that use `pathlib`, by patching the method `pathlib.Path.glob`. Related to #2874, #2866. CC: @severo
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Add Congolese Swahili speech datasets
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## Adding a Dataset - **Name:** Congolese Swahili speech corpora - **Data:** https://gamayun.translatorswb.org/data/ Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md). Also related: https://mobile.twitter.com/OktemAlp/status/14351963936...
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Support streaming datasets that use pathlib
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[ "I've tried https://github.com/huggingface/datasets/issues/2866 again, and I get the same error.\r\n\r\n```python\r\nimport datasets as ds\r\nds.load_dataset('counter', split=\"train\", streaming=False)\r\n```", "@severo Issue #2866 is not fully fixed yet: multiple patches need to be implemented for `pathlib`, as...
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This PR extends the support in streaming mode for datasets that use `pathlib.Path`. Related to: #2866. CC: @severo
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adding swedish_medical_ner
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[ "Hi, what's the current status of this request? It says Changes requested, but I can't see what changes?", "Hi, it looks like this PR includes changes to other files that `swedish_medical_ner`.\r\n\r\nFeel free to remove these changes, or simply create a new PR that only contains the addition of the dataset" ]
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Adding the Swedish Medical NER dataset, listed in "Biomedical Datasets - BigScience Workshop 2021" Code refactored
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adding swedish_medical_ner
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Adding the Swedish Medical NER dataset, listed in "Biomedical Datasets - BigScience Workshop 2021"
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datasets.config.PYARROW_VERSION has no attribute 'major'
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[ "I have changed line 288 to `if int(datasets.config.PYARROW_VERSION.split(\".\")[0]) < 3:` just to get around it.", "Hi @bwang482,\r\n\r\nI'm sorry but I'm not able to reproduce your bug.\r\n\r\nPlease note that in our current master branch, we made a commit (d03223d4d64b89e76b48b00602aba5aa2f817f1e) that simulta...
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In the test_dataset_common.py script, line 288-289 ``` if datasets.config.PYARROW_VERSION.major < 3: packaged_datasets = [pd for pd in packaged_datasets if pd["dataset_name"] != "parquet"] ``` which throws the error below. `datasets.config.PYARROW_VERSION` itself return the string '4.0.1'. I have tested thi...
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Fix three typos in two files for documentation
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Changed "bacth_size" to "batch_size" (2x) Changed "intsructions" to "instructions"
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TypeError: 'NoneType' object is not callable
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[ "Hi, @Chenfei-Kang.\r\n\r\nI'm sorry, but I'm not able to reproduce your bug:\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nds = load_dataset(\"glue\", 'cola')\r\nds\r\n```\r\n```\r\nDatasetDict({\r\n train: Dataset({\r\n features: ['sentence', 'label', 'idx'],\r\n num_rows: 8551\r\n ...
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NONE
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## Describe the bug TypeError: 'NoneType' object is not callable ## Steps to reproduce the bug ```python from datasets import load_dataset, load_metric dataset = datasets.load_dataset("glue", 'cola') ``` ## Expected results A clear and concise description of the expected results. ## Actual results Speci...
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Add Common Objects in 3D (CO3D)
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## Adding a Dataset - **Name:** *Common Objects in 3D (CO3D)* - **Description:** *See blog post [here](https://ai.facebook.com/blog/common-objects-in-3d-dataset-for-3d-reconstruction)* - **Paper:** *[link to paper](https://arxiv.org/abs/2109.00512)* - **Data:** *[link to data](https://ai.facebook.com/datasets/co3d-...
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Add CaSiNo dataset
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[ "Hi @lhoestq \r\n\r\nJust a request to look at the dataset. Please let me know if any changes are necessary before merging it into the repo. Thank you.", "Hey @lhoestq \r\n\r\nThanks for merging it. One question: I still cannot find the dataset on https://huggingface.co/datasets. Does it take some time or did I ...
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CONTRIBUTOR
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Hi. I request you to add our dataset to the repository. This data was recently published at NAACL 2021: https://aclanthology.org/2021.naacl-main.254.pdf
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"counter" dataset raises an error in normal mode, but not in streaming mode
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[ "Hi @severo, thanks for reporting.\r\n\r\nJust note that currently not all canonical datasets support streaming mode: this is one case!\r\n\r\nAll datasets that use `pathlib` joins (using `/`) instead of `os.path.join` (as in this dataset) do not support streaming mode yet.", "OK. Do you think it's possible to de...
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## Describe the bug `counter` dataset raises an error on `load_dataset()`, but simply returns an empty iterator in streaming mode. ## Steps to reproduce the bug ```python >>> import datasets as ds >>> a = ds.load_dataset('counter', split="train", streaming=False) Using custom data configuration default Dow...
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Add MultiEURLEX dataset
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[ "Hi @lhoestq, we have this new cool multilingual dataset coming at EMNLP 2021. It would be really nice if we could have it in Hugging Face asap. Thanks! ", "Hi @lhoestq, I adopted most of your suggestions:\r\n\r\n- Dummy data files reduced, including the 2 smallest documents per subset JSONL.\r\n- README was upda...
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**Add new MultiEURLEX Dataset** MultiEURLEX comprises 65k EU laws in 23 official EU languages (some low-ish resource). Each EU law has been annotated with EUROVOC concepts (labels) by the Publication Office of EU. As with the English EURLEX, the goal is to predict the relevant EUROVOC concepts (labels); this is mult...
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Data source host changed their data URL: google-research-datasets/ToTTo@cebeb43. Fix #2860.
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[ "Superseded by PR #2864.\r\n\r\n@mrm8488 next time you would like to work on an issue, you can first self-assign it to you (by writing `#self-assign` in a comment on the issue). That way, other people can see you are already working on it and there are not multiple people working on the same issue. 😉 " ]
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Only retain relevant statistics in certain metrics
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**Is your feature request related to a problem? Please describe.** As I understand, in the `add_batch()` function, the raw predictions and references are kept (in memory?) until `compute()` is called. https://github.com/huggingface/datasets/blob/e248247518140d5b0527ce2843a1a327e2902059/src/datasets/metric.py#L423-L44...
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fix: 🐛 be more specific when catching exceptions
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[ "To give more context: after our discussion, if I understood properly, you are trying to fix a call to `datasets` that takes 15 minutes: https://github.com/huggingface/datasets-preview-backend/issues/17 Is this right?\r\n\r\n", "Yes, that's it. And to do that I'm trying to use https://pypi.org/project/stopit/, wh...
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The same specific exception is catched in other parts of the same function.
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Cannot download TOTTO dataset
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[ "Hola @mrm8488, thanks for reporting.\r\n\r\nApparently, the data source host changed their URL one week ago: https://github.com/google-research-datasets/ToTTo/commit/cebeb430ec2a97747e704d16a9354f7d9073ff8f\r\n\r\nI'm fixing it." ]
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Error: Couldn't find file at https://storage.googleapis.com/totto/totto_data.zip `datasets version: 1.11.0` # How to reproduce: ```py from datasets import load_dataset dataset = load_dataset('totto') ```
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Loading allenai/c4 in streaming mode does too many HEAD requests
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[ "https://github.com/huggingface/datasets/blob/6c766f9115d686182d76b1b937cb27e099c45d68/src/datasets/builder.py#L179-L186", "Thanks a lot!!!" ]
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This does 60,000+ HEAD requests to get all the ETags of all the data files: ```python from datasets import load_dataset load_dataset("allenai/c4", streaming=True) ``` It makes loading the dataset completely impractical. The ETags are used to compute the config id (it must depend on the data files being used). ...
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Fix s3fs version in CI
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The latest s3fs version has new constrains on aiobotocore, and therefore on boto3 and botocore This PR changes the constrains to avoid the new conflicts In particular it pins the version of s3fs.
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Update: Openwebtext - update size
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[ "merging since the CI error in unrelated to this PR and fixed on master" ]
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Update the size of the Openwebtext dataset I also regenerated the dataset_infos.json but the data file checksum didn't change, and the number of examples either (8013769 examples) related to #2839
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fix: 🐛 remove URL's query string only if it's ?dl=1
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A lot of URL use the query strings, for example http://opus.nlpl.eu/download.php?f=Bianet/v1/moses/en-ku.txt.zip, we must not remove it when trying to detect the protocol. We thus remove it only in the case of the query string being ?dl=1 which occurs on dropbox and dl.orangedox.com. Also: add unit tests. See ht...
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Fix windows CI CondaError
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From this thread: https://github.com/conda/conda/issues/6057 We can fix the conda error ``` CondaError: Cannot link a source that does not exist. C:\Users\...\Anaconda3\Scripts\conda.exe ``` by doing ```bash conda update conda ``` before doing any install in the windows CI
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Fix caching when moving script
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[ "Merging since the CI failure is unrelated to this PR" ]
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When caching the result of a `map` function, the hash that is computed depends on many properties of this function, such as all the python objects it uses, its code and also the location of this code. Using the full path of the python script for the location of the code makes the hash change if a script like `run_ml...
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Add AMI dataset
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[ "Hey @cahya-wirawan, \r\n\r\nI played around with the dataset a bit and it looks already very good to me! That's exactly how it should be constructed :-) I can help you a bit with defining the config, etc... on Monday!", "@lhoestq - I think the dataset is ready to be merged :-) \r\n\r\nAt the moment, I don't real...
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This is an initial commit for AMI dataset
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Fix: linnaeus - fix url
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[ "Merging since the CI error is unrelated this this PR" ]
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The url was causing a `ConnectionError` because of the "/" at the end Close https://github.com/huggingface/datasets/issues/2821
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Update `column_names` showed as `:func:` in exploring.st
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Hi, One mention of `column_names` in exploring.st was showing it as `:func:` instead of `:attr:`.
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Wound segmentation datasets
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## Adding a Dataset - **Name:** Wound segmentation datasets - **Description:** annotated wound image dataset - **Paper:** https://www.nature.com/articles/s41598-020-78799-w - **Data:** https://github.com/uwm-bigdata/wound-segmentation - **Motivation:** Interesting simple image dataset, useful for segmentation, wi...
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Add Open Catalyst Project Dataset
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## Adding a Dataset - **Name:** Open Catalyst 2020 (OC20) Dataset - **Website:** https://opencatalystproject.org/ - **Data:** https://github.com/Open-Catalyst-Project/ocp/blob/master/DATASET.md Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATAS...
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Update README.md
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Changed 'Tain' to 'Train'.
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fix regex to accept negative timezone
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fix #2846
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Negative timezone
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[ "Fixed by #2847." ]
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CONTRIBUTOR
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## Describe the bug The load_dataset method do not accept a parquet file with a negative timezone, as it has the following regex: ``` "^(s|ms|us|ns),\s*tz=([a-zA-Z0-9/_+:]*)$" ``` So a valid timestap ```timestamp[us, tz=-03:00]``` returns an error when loading parquet files. ## Steps to reproduce the bug ```py...
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[feature request] adding easy to remember `datasets.cache_dataset()` + `datasets.is_dataset_cached()`
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CONTRIBUTOR
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Often, there is a need to prepare a dataset but not use it immediately, e.g. think tests suite setup, so it'd be really useful to be able to do: ``` if not datasets.is_dataset_cached(ds): datasets.cache_dataset(ds) ``` This can already be done with: ``` builder = load_dataset_builder(ds) if not os.path.idsi...
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Fix: wikicorpus - fix keys
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[ "The CI error is unrelated to this PR\r\n\r\n... merging !" ]
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As mentioned in https://github.com/huggingface/datasets/issues/2552, there is a duplicate keys error in `wikicorpus`. I fixed that by taking into account the file index in the keys
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2,843
Fix extraction protocol inference from urls with params
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[ "merging since the windows error is just a CircleCI issue", "It works, eg https://observablehq.com/@huggingface/datasets-preview-backend-client#{%22datasetId%22%3A%22discovery%22} and https://datasets-preview.huggingface.tech/rows?dataset=discovery&config=discovery&split=train", "Nice !" ]
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Previously it was unable to infer the compression protocol for files at URLs like ``` https://foo.bar/train.json.gz?dl=1 ``` because of the query parameters. I fixed that, this should allow 10+ datasets to work in streaming mode: ``` "discovery", "emotion", "grail_qa", "guardian_authorship", "pra...
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always requiring the username in the dataset name when there is one
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[ "From what I can understand, you want the saved arrow file directory to have username as well instead of just dataset name if it was downloaded with the user prefix?", "I don't think the user cares of how this is done, but the 2nd command should fail, IMHO, as its dataset name is invalid:\r\n```\r\n# first run\r\...
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Me and now another person have been bitten by the `datasets`'s non-strictness on requiring a dataset creator's username when it's due. So both of us started with `stas/openwebtext-10k`, somewhere along the lines lost `stas/` and continued using `openwebtext-10k` and it all was good until we published the software an...
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Adding GLUECoS Hinglish and Spanglish code-switching bemchmark
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[ "Hi @yjernite I am interested in adding this dataset. \r\nIn the repo they have also added a code mixed MT task from English to Hinglish [here](https://github.com/microsoft/GLUECoS#code-mixed-machine-translation-task). I think this could be a good dataset addition in itself and then I can add the rest of the GLUECo...
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MEMBER
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## Adding a Dataset - **Name:** GLUECoS - **Description:** a Microsoft Benchmark to evaluate code-switching for only two language pairs but a variety of tasks - **Paper:** https://aclanthology.org/2020.acl-main.329/ - **Data:** https://github.com/microsoft/GLUECoS - **Motivation:** We currently only have [one othe...
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How can I compute BLEU-4 score use `load_metric` ?
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I have found the sacrebleu metric. But, I do not know the difference between it and BLEU-4. If I want to compute BLEU-4 score, what can i do?
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OpenWebText: NonMatchingSplitsSizesError
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[ "Thanks for reporting, I'm updating the verifications metadata", "I just regenerated the verifications metadata and noticed that nothing changed: the data file is fine (the checksum didn't change), and the number of examples is still 8013769. Not sure how you managed to get 7982430 examples.\r\n\r\nCan you try to...
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CONTRIBUTOR
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## Describe the bug When downloading `openwebtext`, I'm getting: ``` datasets.utils.info_utils.NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=39769494896, num_examples=8013769, dataset_name='openwebtext'), 'recorded': SplitInfo(name='train', num_bytes=39611023912, num_examples=7982430...
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Add error_bad_chunk to the JSON loader
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Add the `error_bad_chunk` parameter to the JSON loader. Setting `error_bad_chunk=False` allows to skip an unparsable chunk of JSON data without raising an error. Additional note: In case of an unparsable JSON chunk, the JSON loader no longer tries to load the full JSON (which could take a lot of time in stream...
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prepare_module issue when loading from read-only fs
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[ "Hello, I opened #2887 to fix this." ]
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## Describe the bug When we use prepare_module from a readonly file system, we create a FileLock using the `local_path`. This path is not necessarily writable. `lock_path = local_path + ".lock"` ## Steps to reproduce the bug Run `load_dataset` on a readonly python loader file. ```python ds = load_datas...
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Optimize Dataset.filter to only compute the indices to keep
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[ "Maybe worth updating the docs here as well?", "Yup, will do !" ]
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Optimize `Dataset.filter` to only compute the indices of the rows to keep, instead of creating a new Arrow table with the rows to keep. Creating a new table was an issue because it could take a lot of disk space. This will be useful to process audio datasets for example cc @patrickvonplaten
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Update: timit_asr - make the dataset streamable
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The TIMIT ASR dataset had two issues that was preventing it from being streamable: 1. it was missing a call to `open` before `pd.read_csv` 2. it was using `os.path.dirname` which is not supported for streaming I made the dataset streamable by using `open` to load the CSV, and by adding the support for `os.path.d...
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Fix IndexError by ignoring empty RecordBatch
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We need to ignore the empty record batches for the interpolation search to work correctly when querying arrow tables Close #2833 cc @SaulLu
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IndexError when accessing first element of a Dataset if first RecordBatch is empty
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The computation of the offsets of the underlying Table of a Dataset has some issues if the first RecordBatch is empty. ```python from datasets import Dataset import pyarrow as pa pa_table = pa.Table.from_pydict({"a": [1]}) pa_table2 = pa.Table.from_pydict({"a": []}, schema=pa_table.schema) ds_table = pa.conca...
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Logging levels not taken into account
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## Describe the bug The `logging` module isn't working as intended relative to the levels to set. ## Steps to reproduce the bug ```python from datasets import logging logging.set_verbosity_debug() logger = logging.get_logger() logger.error("ERROR") logger.warning("WARNING") logger.info("INFO") logge...
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ArrowInvalid when mapping dataset with missing values
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[ "Hi ! It fails because of the feature type inference.\r\n\r\nBecause the first 1000 examples all have null values in the \"match\" field, then it infers that the type for this field is `null` type before writing the data on disk. But as soon as it tries to map an example with a non-null \"match\" field, then it fai...
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## Describe the bug I encountered an `ArrowInvalid` when mapping dataset with missing values. Here are the files for a minimal example. The exception is only thrown when the first line in the csv has a missing value (if you move the last line to the top it isn't thrown). [data_small.csv](https://github.com/huggingf...
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Add imagefolder dataset
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[ "@lhoestq @albertvillanova it would be super cool if we could get the Image Classification task to work with this. I'm not sure how to have the dataset find the unique label names _after_ the dataset has been loaded. Is that even possible? \r\n\r\nMy hacky community version [here](https://huggingface.co/datasets/na...
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A generic imagefolder dataset inspired by `torchvision.datasets.ImageFolder`. Resolves #2508 --- Example Usage: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/nateraw/954fa8cba4ff806f6147a782fa9efd1a/imagefolder-official-example.ipynb)
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Optimize streaming from TAR archives
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Hi ! As you know TAR has some constraints for data streaming. While it is optimized for buffering, the files in the TAR archive **need to be streamed in order**. It means that we can't choose which file to stream from, and this notation is to be avoided for TAR archives: ``` tar://books_large_p1.txt::https://storage....
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Add code-mixed Kannada Hope speech dataset
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## Adding a Dataset - **Name:** *KanHope* - **Description:** *A code-mixed English-Kannada dataset for Hope speech detection* - **Paper:** *https://arxiv.org/abs/2108.04616* - **Data:** *https://github.com/adeepH/KanHope/tree/main/dataset* - **Motivation:** *The dataset is amongst the very few resources available...
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add a text classification dataset
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Add a Text Classification dataset: KanHope
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[ "Hi ! In your script it looks like you're trying to load the dataset `bn_hate_speech,`, not KanHope.\r\n\r\nMoreover the error `KeyError: ' '` means that you have a feature of type ClassLabel, but for a certain example of the dataset, it looks like the label is empty (it's just a string with a space). Can you make ...
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## Adding a Dataset - **Name:** *KanHope* - **Description:** *A code-mixed English-Kannada dataset for Hope speech detection* - **Paper:** *https://arxiv.org/abs/2108.04616* (I am the author of the paper} - **Author:** *[AdeepH](https://github.com/adeepH)* - **Data:** *https://github.com/adeepH/KanHope/tree/main/d...
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The datasets.map function does not load cached dataset after moving python script
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[ "This also happened to me on COLAB.\r\nDetails:\r\nI ran the `run_mlm.py` in two different notebooks. \r\nIn the first notebook, I do tokenization since I can get 4 CPU cores without any GPUs, and save the cache into a folder which I copy to drive.\r\nIn the second notebook, I copy the cache folder from drive and r...
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## Describe the bug The datasets.map function caches the processed data to a certain directory. When the map function is called another time with totally the same parameters, the cached data are supposed to be reloaded instead of re-processing. However, it doesn't reuse cached data sometimes. I use the common data pro...
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Fix defaults in the `cache_dir` docstring.
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HF_DATASETS_CACHE variable in Windows
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[ "Agh - I'm a muppet. No quote marks are needed.\r\nset HF_DATASETS_CACHE = C:\\Datasets\r\nworks as intended." ]
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I can't seem to use a custom Cache directory in Windows. I have tried: set HF_DATASETS_CACHE = "C:\Datasets" set HF_DATASETS_CACHE = "C:/Datasets" set HF_DATASETS_CACHE = "C:\\Datasets" set HF_DATASETS_CACHE = "r'C:\Datasets'" set HF_DATASETS_CACHE = "\Datasets" set HF_DATASETS_CACHE = "/Datasets" In each in...
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Add url prefix convention for many compression formats
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[ "Thanks for the feedback :) I will also complete the documentation to explain this convention", "I just added some documentation about how streaming works with chained URLs.\r\n\r\nI will also add some docs about how to use chained URLs directly in `load_dataset` in #2662, since #2662 does change the documentatio...
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MEMBER
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## Intro When doing dataset streaming, the uncompression of compressed files is done on the fly using `fsspec`. In particular, the download manager method `download_and_extract` doesn't return a path to the local download and extracted file, but instead a chained URL so that the uncompression can be done when the...
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Cannot load linnaeus dataset
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[ "Thanks for reporting ! #2852 fixed this error\r\n\r\nWe'll do a new release of `datasets` soon :)" ]
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NONE
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## Describe the bug The [linnaeus](https://huggingface.co/datasets/linnaeus) dataset cannot be loaded. To reproduce: ``` from datasets import load_dataset datasets = load_dataset("linnaeus") ``` This results in: ``` Downloading and preparing dataset linnaeus/linnaeus (download: 17.36 MiB, generated: 8.74 MiB,...
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2,820
Downloading “reddit” dataset keeps timing out.
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[ "```\r\nUsing custom data configuration default\r\nDownloading and preparing dataset reddit/default (download: 2.93 GiB, generated: 17.64 GiB, post-processed: Unknown size, total: 20.57 GiB) to /Volumes/My Passport for Mac/og-chat-data/reddit/default/1.0.0/98ba5abea674d3178f7588aa6518a5510dc0c6fa8176d9653a3546d5afc...
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NONE
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## Describe the bug A clear and concise description of what the bug is. Everytime I try and download the reddit dataset it times out before finishing and I have to try again. There is some timeout error that I will post once it happens again. ## Steps to reproduce the bug ```python from datasets import load_d...
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Added XL-Sum dataset
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[ "Thanks for adding this one ! I just did some minor changes and set the timeout back to 100sec instead of 1000", "The CI failure is unrelated to this PR - let me take a look", "> Thanks for adding this one! I just did some minor changes and set the timeout back to 100sec instead of 1000\r\n\r\nThank you for upd...
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Added XL-Sum dataset published in ACL-IJCNLP 2021. (https://aclanthology.org/2021.findings-acl.413/). The default timeout values in `src/datasets/utils/file_utls.py` were increased to enable downloading from the original google drive links.
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cannot load data from my loacal path
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[ "Hi ! The `data_files` parameter must be a string, a list/tuple or a python dict.\r\n\r\nCan you check the type of your `config.train_path` please ? Or use `data_files=str(config.train_path)` ?" ]
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## Describe the bug I just want to directly load data from my local path,but find a bug.And I compare it with pandas to provide my local path is real. here is my code ```python3 # print my local path print(config.train_path) # read data and print data length tarin=pd.read_csv(config.train_path) print(len(tari...
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Rename The Pile subsets
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[ "Sounds good. Should we also have a “the_pile” dataset with the subsets as configuration?", "I think the main `the_pile` datasets will be the one that is the mix of all the subsets: https://the-eye.eu/public/AI/pile/\r\n\r\nWe can also add configurations for each subset, and even allow users to specify the subset...
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MEMBER
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After discussing with @yjernite we think it's better to have the subsets of The Pile explicitly have "the_pile" in their names. I'm doing the changes for the subsets that @richarddwang added: - [x] books3 -> the_pile_books3 https://github.com/huggingface/datasets/pull/2801 - [x] stack_exchange -> the_pile_stack_ex...
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Add Mostly Basic Python Problems Dataset
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[ "I started working on that." ]
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## Adding a Dataset - **Name:** Mostly Basic Python Problems Dataset - **Description:** The benchmark consists of around 1,000 crowd-sourced Python programming problems, designed to be solvable by entry level programmers, covering programming fundamentals, standard library functionality, and so on. Each problem consi...
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Tiny typo fixes of "fo" -> "of"
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Noticed a few of these when reading docs- feel free to ignore the PR and just fix on some main contributor branch if more helpful. Thanks for the great library! :)
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Bump tqdm version
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The recently released tqdm 4.62.1 includes a fix for PermissionError on Windows (submitted by me in https://github.com/tqdm/tqdm/pull/1207), which means we can remove expensive `gc.collect` calls by bumping tqdm to that version. This PR does exactly that and, additionally, fixes a `disable_tqdm` definition that would p...
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Remove compression from xopen
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[ "After discussing with @lhoestq, a reasonable alternative:\r\n- `download_manager.extract(urlpath)` adds prefixes to `urlpath` in the same way as `fsspec` does for protocols, but we implement custom prefixes for all compression formats: \r\n `bz2::http://domain.org/filename.bz2`\r\n- `xopen` parses the `urlpath` a...
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We implemented support for streaming with 2 requirements: - transparent use for the end user: just needs to pass the parameter `streaming=True` - no additional work for the contributors: previous loading scripts should also work in streaming mode with no (or minor) changes; and new loading scripts should not involve ...
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arXiv Dataset verification problem
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## Describe the bug `dataset_infos.json` for `arxiv_dataset` contains a fixed number of training examples, however the data (downloaded from an external source) is updated every week with additional examples. Therefore, loading the dataset without `ignore_verifications=True` results in a verification error.
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Fix stream oscar
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[ "One additional note: if we can try to not change the code of oscar.py too often, I'm sure users that have it in their cache directory will be happy to not have to redownload it every time they update the library ;)\r\n\r\n(since changing the code changes the cache directory of the dataset)", "I don't think this ...
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Previously, an additional `open` was added to oscar to make it stream-compatible: 587bbb94e891b22863b312b99696e32708c379f4. This was argued that might be problematic: https://github.com/huggingface/datasets/pull/2786#discussion_r690045921 This PR: - removes that additional `open` - patches `gzip.open` with `xop...
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Add WIT Dataset
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Adds Google's [WIT](https://github.com/google-research-datasets/wit) dataset.
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Add Beans Dataset
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Adds the [beans](https://github.com/AI-Lab-Makerere/ibean/) image classification dataset.
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Enable streaming for Wikipedia corpora
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**Is your feature request related to a problem? Please describe.** Several of the [Wikipedia corpora](https://huggingface.co/datasets?search=wiki) on the Hub involve quite large files that would be a good candidate for streaming. Currently it is not possible to stream these corpora: ```python from datasets import ...
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Add cats_vs_dogs dataset
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Adds Microsoft's [Cats vs. Dogs](https://www.microsoft.com/en-us/download/details.aspx?id=54765) dataset.
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Fix streaming tar files from canonical datasets
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[ "In case it's relevant for this PR, I'm finding that I cannot stream the `bookcorpus` dataset (using the `master` branch of `datasets`), which is a `.tar.bz2` file:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nbooks_dataset_streamed = load_dataset(\"bookcorpus\", split=\"train\", streaming=True)\r\n...
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Previous PR #2800 implemented support to stream remote tar files when passing the parameter `data_files`: they required a glob string `"*"`. However, this glob string creates an error when streaming canonical datasets (with a `join` after the `open`). This PR fixes this issue and allows streaming tar files both f...
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Fix streaming zip files from canonical datasets
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Previous PR #2798 fixed streaming remote zip files when passing the parameter `data_files`. However, that broke streaming zip files used in canonical `datasets` scripts, which normally have a subsequent `join()` (patched with `xjoin()`) after the `StreamingDownloadManager.download_and_extract()` is called. This P...
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Add Food-101
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Adds image classification dataset [Food-101](https://data.vision.ee.ethz.ch/cvl/datasets_extra/food-101/).
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add stack exchange
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[ "Hi ! Merging this one since it's all good :)\r\n\r\nHowever I think it would also be better to actually rename it `the_pile_stack_exchange` to make things clearer and to avoid name collisions in the future. I would like to do the same for `books3` as well.\r\n\r\nIf you don't mind I'll open a PR to do the renaming...
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stack exchange is part of EleutherAI/The Pile, but AFAIK, The Pile dataset blend all sub datasets together thus we are not able to use just one of its sub dataset from The Pile data. So I create an independent dataset using The Pile preliminary components. I also change default `timeout` to 100 seconds instead of 10...
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add openwebtext2
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[ "It seems we need to `pip install jsonlines` to pass the checks ?", "Hi ! Do you really need `jsonlines` ? I think it simply uses `json.loads` under the hood.\r\n\r\nCurrently the test are failing because `jsonlines` is not part of the extra requirements `TESTS_REQUIRE` in setup.py\r\n\r\nSo either you can replac...
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openwebtext2 is part of EleutherAI/The Pile, but AFAIK, The Pile dataset blend all sub datasets together thus we are not able to use just one of its sub dataset from The Pile data. So I create an independent dataset using The Pile preliminary components. When I was creating dataset card. I found there is room for cr...
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add books3
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[ "> When I was creating dataset card. I found there is room for creating / editing dataset card. I've made it an issue. #2797\r\n\r\nThanks for the message, we'll definitely improve this\r\n\r\n> Also I am wondering whether the import of The Pile dataset is actively undertaken (because I may need it recently)? #1675...
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books3 is part of EleutherAI/The Pile, but AFAIK, The Pile dataset blend all sub datasets together thus we are not able to use just one of its sub dataset from The Pile data. So I create an independent dataset using The Pile preliminary components. When I was creating dataset card. I found there is room for creating...
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Support streaming tar files
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[ "Hi ! Why do we need the custom `readline` for exactly ? feel free to add a comment to say why it's needed" ]
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This PR adds support to stream tar files by using the `fsspec` tar protocol. It also uses the custom `readline` implemented in PR #2786. The corresponding test is implemented in PR #2786.
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Loading JSON throws ArrowNotImplementedError
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[ "Hi @lewtun, thanks for reporting.\r\n\r\nApparently, `pyarrow.json` tries to cast timestamp-like fields in your JSON file to pyarrow timestamp type, and it fails with `ArrowNotImplementedError`.\r\n\r\nI will investigate if there is a way to tell pyarrow not to try that timestamp casting.", "I think the issue is...
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## Describe the bug I have created a [dataset](https://huggingface.co/datasets/lewtun/github-issues-test) of GitHub issues in line-separated JSON format and am finding that I cannot load it with the `json` loading script (see stack trace below). Curiously, there is no problem loading the dataset with `pandas` which...
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Fix streaming zip files
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[ "Hi ! I don't fully understand this change @albertvillanova \r\nThe `_extract` method used to return the compound URL that points to the root of the inside of the archive.\r\nThis way users can use the usual os.path.join or other functions to point to the relevant files. I don't see why you're using a glob pattern ...
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Currently, streaming remote zip data files gives `FileNotFoundError` message: ```python data_files = f"https://huggingface.co/datasets/albertvillanova/datasets-tests-compression/resolve/main/sample.zip" ds = load_dataset("json", split="train", data_files=data_files, streaming=True) next(iter(ds)) ``` This PR fi...
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Make creating/editing dataset cards easier, by editing on site and dumping info from test command.
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**Is your feature request related to a problem? Please describe.** Creating and editing dataset cards should be but not that easy - If other else know Some information I don't know (bias of dataset, dataset curation, supported dataset, ...), he/she should know the description on hf.co comes from README.md under git...
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add cedr dataset
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[ "> Hi ! Thanks a lot for adding this one :)\r\n> \r\n> Good job with the dataset card and the dataset script !\r\n> \r\n> I left a few suggestions\r\n\r\nThank you very much for your helpful suggestions. I have tried to carry them all out." ]
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Warnings and documentation about pickling incorrect
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## Describe the bug I have a docs bug and a closely related docs enhancement suggestion! ### Bug The warning and documentation say "either `dill` or `pickle`" for fingerprinting. But it seems that `dill`, which is installed by `datasets` by default, _must_ work, or else the fingerprinting fails. Warning: ...
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Fix type hint for data_files
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Fix type hint for `data_files` in signatures and docstrings.
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Update: GooAQ - add train/val/test splits
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[ "@albertvillanova my tests are failing here:\r\n```\r\ndataset_name = 'gooaq'\r\n\r\n def test_load_dataset(self, dataset_name):\r\n configs = self.dataset_tester.load_all_configs(dataset_name, is_local=True)[:1]\r\n> self.dataset_tester.check_load_dataset(dataset_name, configs, is_local=True, use_l...
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[GooAQ](https://github.com/allenai/gooaq) dataset was recently updated after splits were added for the same. This PR contains new updated GooAQ with train/val/test splits and updated README as well.
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Fix typo in cnn_dailymail
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Fix typo in test_dataset_common
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Updated dataset description of DaNE
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[ "Thanks for finishing it @albertvillanova " ]
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How to sample every file in a list of files making up a split in a dataset when loading?
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[ "Hi ! This is not possible just with `load_dataset`.\r\n\r\nYou can do something like this instead:\r\n```python\r\nseed=42\r\ndata_files_dict = {\r\n \"train\": [train_file1, train_file2],\r\n \"test\": [test_file1, test_file2],\r\n \"val\": [val_file1, val_file2]\r\n}\r\ndataset = datasets.load_dataset(\...
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I am loading a dataset with multiple train, test, and validation files like this: ``` data_files_dict = { "train": [train_file1, train_file2], "test": [test_file1, test_file2], "val": [val_file1, val_file2] } dataset = datasets.load_dataset( "csv", data_files=data_files_dict, split=[...
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ConnectionError: Couldn't reach https://raw.githubusercontent.com
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[ "the bug code locate in :\r\n if data_args.task_name is not None:\r\n # Downloading and loading a dataset from the hub.\r\n datasets = load_dataset(\"glue\", data_args.task_name, cache_dir=model_args.cache_dir)", "Hi @jinec,\r\n\r\nFrom time to time we get this kind of `ConnectionError` coming fr...
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Hello, I am trying to run run_glue.py and it gives me this error - Traceback (most recent call last): File "E:/BERT/pytorch_hugging/transformers/examples/pytorch/text-classification/run_glue.py", line 546, in <module> main() File "E:/BERT/pytorch_hugging/transformers/examples/pytorch/text-classification/...
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