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Add SST-2 dataset. Currently it is part of GLUE benchmark. This PR adds it as a standalone dataset. CC: @julien-c
2022-06-13T14:11:34Z
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The hub now returns 401 instead of 404 for unauthenticated requests to non-existing repos. This PR add support for the 401 error and fixes the CI fails on `master`
2022-06-10T13:05:11Z
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## Describe the bug CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269 ``` requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest...
2022-06-10T13:24:53Z
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This PR replaces the URLs of data files in Google Drive with our Hub ones, once the data owners have approved to host their data on the Hub. They also informed us that their dataset is licensed under CC BY-NC-ND.
2022-06-10T16:42:08Z
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This PR updates the tutorials to be more generalizable to all modalities. After reading the tutorials, a user should be able to load any type of dataset, know how to index into and slice a dataset, and do the most basic/common type of preprocessing (tokenization, resampling, applying transforms) depending on their data...
2022-06-14T16:22:02Z
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## Issue I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script `ds_train1 = mydataset.map(prepare_dataset)` the following error was issued: ``` ...
2023-07-04T02:18:39Z
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[ "Hi @mbarnig, thanks for reporting.\r\n\r\nPlease note that is an expected behavior by `pandas` (we use the `pandas` library to parse CSV files): https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html\r\n```\r\nBy default the following values are interpreted as NaN: \r\n‘’, ‘#N/A’, ‘#N/A N/A’, ‘#NA’, ‘-1...
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Currently `.shard()` and `.select()` always create an indices mapping. However if the requested data are contiguous, it's much more optimized to simply slice the Arrow table instead of building an indices mapping. In particular: - the shard/select operation will be much faster - reading speed will be much faster in t...
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Optimize contiguous shard and select
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Fix https://github.com/huggingface/datasets/issues/4462 in the case of bigbench
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This PR extends the support in streaming mode for datasets that use `xml.dom.minidom.parse`, by patching that function. This PR adds support for streaming datasets like "Yaxin/SemEval2015". Fix #4453.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "closing in favor of https://github.com/huggingface/datasets/pull/4465" ]
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As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`. This is because it will check for expected the number ...
2022-07-05T07:39:55Z
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2022-06-08T17:31:24Z
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BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter
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[ "Why not adding `max_examples` as part of the config name?", "Yup it can also work, and maybe it's simpler this way. Opening a PR to fix bigbench instead of https://github.com/huggingface/datasets/pull/4463", "Hi @lhoestq,\r\n\r\nThank you for taking a look at this issue, and proposing a solution. \r\nUnfortuna...
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## Describe the bug I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric. ## Environment info - `datasets` version: 1.9.0 - Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid - Python version: 3.6.13 - PyArrow version: 6.0.1
2024-03-25T12:58:29Z
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2022-06-08T14:41:00Z
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[ "I'm having the same issue,Can you tell me how to solve it?", "I have the same issue, can you tell me how to solve it? Thanks", "I had a folder named 'datasets' so this is why it can't find the import, it's looking in the wrong place", "@briandw your comment saved my day 👍 " ]
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Remove the fallback imports/checks in the code needed for Python 3.6 and update the requirements/CI files. Also, use Python types for the NumPy dtype wherever possible to avoid deprecation warnings in newer NumPy versions.
2022-07-26T19:16:39Z
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Drop Python 3.6 support
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2022-07-26T19:04:21Z
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Related to #4362.
2022-06-08T12:36:24Z
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Add and fix language tags for udhr dataset
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2022-06-08T12:27:13Z
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I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now.
2022-06-14T16:08:41Z
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First draft of the docs for TF + Datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Some links are still missing I think :)", "This is probably quite close to being ready, so cc some TF people @gante @amyeroberts @merveenoyan just so they see it! No need for a full review, but if you have any comments or suggestio...
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Tabular data are treated very differently than data for NLP, audio, vision, etc. and therefore the worflow for tabular data in `datasets` is not ideal. For example for tabular data, it is common to use pandas/spark/dask to process the data, and then load the data into X and y (X is an array of features and y an arra...
2023-03-06T08:53:55Z
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[ "I use below to load a dataset:\r\n```\r\ndataset = datasets.load_dataset(\"scikit-learn/auto-mpg\")\r\ndf = pd.DataFrame(dataset[\"train\"])\r\n```\r\nTBH as said, tabular folk split their own dataset, they sometimes have two splits, sometimes three. Maybe somehow avoiding it for tabular datasets might be good for...
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As stated in their website, data owners updated their URLs on 28/04/2022. This PR updates the data URLs. Fix #4452.
2022-06-08T07:24:54Z
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2022-06-07T10:40:54Z
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Update data URLs in fever dataset
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2022-06-08T07:16:17Z
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### Link _No response_ ### Description the link could not visit ### Owner _No response_
2022-06-07T11:53:11Z
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "Closing since it's a duplicate of https://github.com/huggingface/datasets/issues/4453" ]
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[ "I understand that the issue is that a remote file (URL) is being loaded as a local file. Right @albertvillanova @lhoestq?\r\n\r\n```\r\nMessage: [Errno 2] No such file or directory: 'https://raw.githubusercontent.com/YaxinCui/ABSADataset/main/SemEval2015Task12Corrected/train/restaurants_train.xml'\r\n```", ...
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## Describe the bug Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`. I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`. ## Steps to r...
2022-12-15T13:36:40Z
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2022-06-06T23:13:15Z
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Trying to load FEVER dataset results in NonMatchingChecksumError
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[ "Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work).", "Hello! Is there any update on this? I am having the same issue 6 months later." ]
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Closes #4430.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Awesome thanks @mariosasko!" ]
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**Is your feature request related to a problem? Please describe.** Many large datasets are full of duplications and it has been shown that deduplicating datasets can lead to better performance while training, and more truthful evaluation at test-time. A feature that allows one to easily deduplicate a dataset can be...
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New Preprocessing Feature - Deduplication [Request]
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[ "Hi! The [datasets_sql](https://github.com/mariosasko/datasets_sql) package lets you easily find distinct rows in a dataset (an example with `SELECT DISTINCT` is in the readme). Deduplication is (still) not part of the official API because it's hard to implement for datasets bigger than RAM while only using the nat...
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Add `paperswithcode_id` and fix some links in the `scene_parse_150` card.
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2022-06-06T15:41:37Z
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Currently, the docstring of `load_dataset_builder` only contains the first parameter `path` (no other): - https://huggingface.co/docs/datasets/v2.2.1/en/package_reference/loading_methods#datasets.load_dataset_builder.path
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To fix the rendering of `**kwargs` in docstrings, a parentheses must be added afterwards. See: - huggingface/doc-builder/issues/235
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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[ "If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.", "I'm having a look.", "Indeed there are several issues in this dataset loading scri...
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### Link https://huggingface.co/datasets/amazon_polarity/viewer/amazon_polarity/test ### Description For some reason the train split is OK but the test split is not for this dataset: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cach...
2022-06-07T18:50:37Z
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Dataset Viewer issue for amazon_polarity
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[ "Thanks, looking at it", "Not sure what happened 😬, but it's fixed" ]
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### Link https://huggingface.co/datasets/aeslc ### Description The dataset viewer can't find `dataset_infos.json` in it's cache: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/aeslc/eb8e30234cf9...
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Dataset Viewer issue for aeslc
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[ "Not sure what happened 😬, but it's fixed" ]
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As part of the strategy to center the docs around the different modalities, this PR updates the quickstart to include audio and vision examples. This improves the developer experience by making audio and vision content more discoverable, enabling users working in these modalities to also quickly get started without dig...
2022-06-23T16:33:19Z
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2022-06-02T17:42:03Z
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Update docs around audio and vision
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Let me know what you think, especially if we should include some code samples for training a model in the audio/vision sections. I left this out since we already showed it in the NLP section. I want to keep the focus on using Datas...
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## Describe the bug I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c...
2022-06-03T08:44:17Z
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2022-06-02T16:35:56Z
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TIMIT won't load after manual download: Errors about files that don't exist
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2022-06-03T08:44:16Z
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[ "To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436", "Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai...
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As pointed out by @sgugger: - huggingface/doc-builder/issues/235
2022-06-02T16:40:55Z
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2022-06-02T14:21:10Z
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Fix docstring of inspect_dataset
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2022-06-02T16:32:27Z
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Adds the missing columns to `blended_skill_talk` to align the loading logic with [ParlAI](https://github.com/facebookresearch/ParlAI/blob/main/parlai/tasks/blended_skill_talk/build.py). Fix #4426
2022-06-06T15:49:56Z
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2022-06-02T14:16:26Z
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Add missing columns to `blended_skill_talk`
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2022-06-06T15:41:25Z
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Related to: - #4422
2022-06-02T09:32:56Z
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Fix directory names for LDC data in timit_asr dataset
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2022-06-02T09:24:27Z
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## Describe the bug I have loaded a dataset as follows: ``` d = load_dataset("emotion", split="validation") ``` Afterwards I make some modifications to the dataset via a `map` call: ``` d.map(some_update_func, cache_file_name=modified_dataset) ``` This generates a cached version of the dataset on my local syst...
2022-06-02T23:59:26Z
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2022-06-02T01:51:49Z
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Load a local cached dataset that has been modified
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2022-06-02T23:59:18Z
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[ "Hi! `datasets` caches every modification/loading, so you can either rerun the pipeline up to the `map` call or use `Dataset.from_file(modified_dataset)` to load the dataset directly from the cache file.", "Awesome, hvala Mario! This works. " ]
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It seems that when user specify nested _URLs structures in their dataset script. An error will be raised when generating dummy dataset. I think the types of all elements in `dummy_data_dict.values()` should be checked because they may have different types. Linked to issue #4428 PS: I am not sure whether my co...
2022-06-07T12:08:28Z
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Fix dummy dataset generation script for handling nested types of _URLs
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2022-06-07T09:24:09Z
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Fix #4348
2022-06-09T10:34:54Z
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2022-06-01T12:09:56Z
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Fix script fetching and local path handling in `inspect_dataset` and `inspect_metric`
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2022-06-09T10:26:07Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Added back the `[:]` and a comment to explain why this is needed. " ]
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Currently, the args of `DatasetBuilder` do not appear in the docs: https://huggingface.co/docs/datasets/v2.1.0/en/package_reference/builder_classes#datasets.DatasetBuilder
2022-06-02T17:43:47Z
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Fix builder docstring
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It seems that all tests are passed
2022-06-11T12:40:23Z
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2022-06-01T01:20:40Z
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Add personaldialog datasets
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2022-06-11T12:31:16Z
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**Is your feature request related to a problem? Please describe.** The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https...
2022-06-07T17:14:44Z
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2022-05-31T21:00:44Z
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Add ability to load newer, cleaner version of Multi-News
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2022-06-07T17:14:44Z
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[ "Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.", "@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z...
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This PR updates the builder docstring with deprecated/added directives for arguments name/config_name. Follow up of: - #4414 - huggingface/doc-builder#233 First merge: - #4432
2022-06-08T11:40:18Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@mishig25 is investigating why deprecated/added do not affect the enclosed text format when used in args docstring: no special formatting appears: \r\n- https://moon-ci-docs.huggingface.co/docs/datasets/pr_4429/en/package_reference/b...
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## Describe the bug When making dummy data with the `datasets-cli dummy_data` tool, an error will be raised if you use a nested _URLS in your dataset script. Traceback (most recent call last): File "/home/name/LCCC/datasets/src/datasets/commands/datasets_cli.py", line 43, in <module> main() File "/hom...
2022-06-07T09:24:09Z
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2022-05-31T16:10:57Z
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Errors when building dummy data if you use nested _URLS
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2022-06-07T09:24:09Z
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As in https://github.com/huggingface/transformers/pull/17485, issues and PR for datasets under a namespace have to be on the HF Hub
2022-06-01T12:37:42Z
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Add HF.co for PRs/Issues for specific datasets
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2022-06-01T12:29:02Z
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**Is your feature request related to a problem? Please describe.** The original dataset `blended_skill_talk` consists of different sets of columns for the different splits: (test/valid) splits have additional data column `label_candidates` that the (train) doesn't have. When loading such data, an exception occurs at ...
2022-06-03T16:25:25Z
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2022-05-31T13:40:16Z
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Add loading variable number of columns for different splits
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2022-06-03T16:25:25Z
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[ "Hi! Indeed the column is missing, but you shouldn't get an error? Have you made some modifications (locally) to the loading script? I've opened a PR to add the missing columns to the script. " ]
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Related to #4422.
2022-06-01T14:15:30Z
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Make extensions case-insensitive in timit_asr dataset
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Fix #4422.
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Fix DuplicatedKeysError in timit_asr dataset
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Hi, I am adding a new dataset MMChat. It seems that all tests are passed
2022-06-11T12:40:52Z
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Add new dataset MMChat
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2022-06-11T12:31:42Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks ! As for https://github.com/huggingface/datasets/pull/4431 please also update the licensing section in https://huggingface.co/datasets/silver/mmchat ;)\r\n\r\nThen if it's fine for you feel free to close this PR" ]
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## Describe the bug I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all. ## Steps to reproduce the bug...
2022-06-02T06:34:05Z
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2022-05-30T22:00:22Z
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Cannot load timit_asr data set
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2022-05-31T13:42:31Z
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[ "Thanks for reporting, @bhaddow.\r\n\r\nI'm fixing it.", "Thanks for the quick fix!", "@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.\r\n\r\nWould you mind checking if it works OK now for you and reporting if there are any issues? Thanks. ", ...
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This change enables loading bzipped datasets, just like any other compressed dataset.
2022-06-06T15:22:50Z
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Add extractor for bzip2-compressed files
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2022-06-06T15:22:50Z
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## Describe the bug Metric evaluation fails in multi-node within a shared file system, because the master process cannot find the lock files from other nodes. (This issue was originally mentioned in the transformers repo https://github.com/huggingface/transformers/issues/17412) ## Steps to reproduce the bug 1. c...
2023-07-11T09:33:18Z
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Metric evaluation problems in multi-node, shared file system
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[ "If you call `metric.compute` in a distributed setup like yours, then `metric.compute` is called in each process. `metric.compute` first calls `metric.add_batch`, and it looks like your error appears at that stage.\r\n\r\nTo make sure that all the processes have started writing their predictions/references at the s...
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**Is your feature request related to a problem? Please describe.** So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library...
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2022-05-30T12:13:18Z
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Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual`
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2022-09-30T16:01:37Z
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[ "Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.", "Hi @mariosasko, right! I'll update the issue title/desc wi...
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Add dataset MMChat
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2022-05-30T14:58:18Z
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### Link _No response_ ### Description Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset. The generator contains all the samples needed for ...
2022-09-16T14:44:19Z
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how to convert a dict generator into a huggingface dataset.
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[ "@albertvillanova @lhoestq , could you please help me on this issue. ", "Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta...
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Hi, I am trying to add a new dataset lccc. All tests are passed.
2022-06-15T10:28:59Z
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Add LCCC dataset
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2022-06-02T09:13:46Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you very much for your help @albertvillanova .\r\n\r\nI think I have fixed all the comments.\r\n\r\nPlease let me know if this PR need further modification ;)", "@albertvillanova Thank you very much for your kind help.\r\nThe...
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Update `dataset_infos.json` when pushing splits one by one via `Dataset.push_to_hub` to avoid the splits verification error. TODO: ~~- [ ] handle token + `{Audio, Image}.embed_storage`~~ - [x] tests
2022-06-07T12:42:25Z
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Update `dataset_infos.json` with new split info in `Dataset.push_to_hub` to avoid verification error
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2022-06-07T12:33:52Z
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This PR renames the DatasetBuilder keyword argument `name` to `config_name` so that: - it avoids confusion with the attribute `DatasetBuilder.name`, which is different - it aligns with the Dataset property name `config_name`, defined in `DatasetInfoMixin.config_name` Other simpler possibility could be to rename it...
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### Link https://huggingface.co/datasets/ett ### Description Timestamp is not JSON serializable. ``` Status code: 500 Exception: Status500Error Message: Type is not JSON serializable: Timestamp ``` ### Owner No
2022-06-15T07:30:46Z
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Dataset Viewer issue for ett
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[ "Thanks for reporting @dgcnz.\r\n\r\nI have checked that the dataset works fine in streaming mode.\r\n\r\nAdditionally, other datasets containing timestamps are properly rendered by the viewer: https://huggingface.co/datasets/blbooks\r\n\r\nI have tried to force the refresh of the preview, but the endpoint is not r...
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Fix #4115
2022-06-15T17:11:25Z
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2022-05-26T12:10:28Z
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Skip hidden files/directories in data files resolution and `iter_files`
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2022-06-01T13:04:16Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This PR (via new release) broke many transformers tests.\r\n\r\nI will try to post a summary shortly.\r\n\r\ncc: @ydshieh ", "So now it can't handle a local path via: `--train_file tests/deepspeed/../fixtures/tests_samples/wmt_en_r...
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As explained at #4398, when calling `dataset.add_faiss_index` under certain conditions when calling a sequence of operations `cast_column`, `map`, and `remove_columns`, it fails as it's trying to look for already removed columns. So on, after testing some possible fixes, it seems that setting the dataset format righ...
2022-06-14T19:05:37Z
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2022-05-26T11:40:06Z
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Update `_format_columns` in `remove_columns`
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2022-06-14T16:01:56Z
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[ "🤗 This PR closes https://github.com/huggingface/datasets/issues/4398", "_The documentation is not available anymore as the PR was closed or merged._", "Hi! Thanks for reporting and providing a fix. I made a small change to make the fix easier to understand.", "Hi, @mariosasko thanks! It makes sense, sorry I...
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The `spider` dataset is distributed under the [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode) license. Fix #4401.
2022-05-26T06:48:42Z
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2022-05-26T06:17:35Z
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Remove Google Drive URL in spider dataset
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2022-05-26T06:40:12Z
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first of all, please look #4323 why i can not use {"path","array","sampling_rate"} because sf.write(format="wav") and sf.read(BytesIO) is changed my pcm data value maybe, i think wav got header but, pcm is not. and variable naming, pcm data is "byte" type. so, "array" name is not fair i think so, i use scipy l...
2022-07-07T13:27:29Z
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2022-05-26T04:26:36Z
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Update: add using pcm bytes (#4323)
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2022-07-07T13:16:09Z
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[ "@lhoestq Maybe I'm missing something, but what's the reason to read and encode PCM files to WAV in `Audio.encode_example`. Isn't the whole purpose of the decodable types to operate on raw files whenever possible? IMO this PR should only modify `Audio.decode_example` to support PCM files/bytes decoding.", "Becaus...
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2022-05-25T20:45:11Z
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### Link https://huggingface.co/datasets/conll2012_ontonotesv5 ### Description Dataset viewer outage. ### Owner No
2022-06-07T18:39:16Z
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Dataset Viewer issue for conll2012_ontonotesv5
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2022-06-07T18:39:16Z
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[ "Thanks for reporting, @jiangwy99.\r\n\r\nI guess this could be addressed only once we fix our issue with irresponsive backend endpoint.\r\n\r\nCC: @severo ", "I've just sent the forcing of the refresh of the preview to the new endpoint.", "Fixed, thanks for the patience. The issue was the amount of RAM allowed...
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Hi, As pointed out by @lhoestq in this discussion (https://huggingface.co/datasets/asi/wikitext_fr/discussions/1), it is not yet possible to edit datasets outside of a namespace with the Hub PR feature and that you have to go through GitHub. This modification should allow better referencing since only the xx lan...
2022-05-27T14:51:23Z
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2022-05-25T19:41:55Z
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Improve language tag for PIAF dataset
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2022-05-27T14:51:23Z
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## Describe the bug I am trying to process the [conll2012_ontonotesv5](https://huggingface.co/datasets/conll2012_ontonotesv5) dataset in `datasets` v2.2.2 and am running into a type error when casting the features. ## Steps to reproduce the bug ```python import os from typing import ( List, Dict, ) f...
2022-06-07T14:27:20Z
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2022-05-25T18:56:43Z
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[TypeError: Couldn't cast array of type] Cannot process dataset in v2.2.2
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2022-06-07T14:27:20Z
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I_kwDODunzps5Ka7qH
[ "And if the problem is that the way I am to construct the {Entity Type: list of spans} makes entity types without any spans hard to handle, is there a better way to meet the demand? Although I have verified that to make entity types without any spans to behave like `entity_chunk[label] = [[\"\"]]` can perform norma...
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**Is your feature request related to a problem? Please describe.** If building pipelines that can evaluate on more than one dataset, it would be nice to be able to log results of things like `Evaluating on {dataset.name}` or `results for {dataset.name} are: {results}` Without some way of concisely identifying a dat...
2022-09-13T15:09:30Z
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2022-05-25T18:56:08Z
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Dataset should have a `.name` field
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2022-06-16T10:47:53Z
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I_kwDODunzps5Ka7Xj
[ "Hi! You can already use `dset.builder_name` and `dset.config_name` for that purpose. And when it comes to versioning, it's better to use `dset._fingerprint` than the `version` attribute as the former represents a deterministic hash that encodes all the mutable ops executed on a dataset, and the latter stays the sa...
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2022-05-31T08:33:36Z
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2022-05-25T16:46:15Z
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Uncomment logging deactivation for ArrowBasedBuilder
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2022-05-31T08:25:02Z
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Skip identical files instead of overwriting them to save bandwidth and circumvent (user-side/server-side) errors, which can arise when working with large datasets due to long-lasting HTTP connections, by repeating calls to `push_to_hub` to resume an upload. To be able to check if an upload can be resumed, this PR mo...
2022-05-25T15:16:36Z
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Skip identical files in `push_to_hub` instead of overwriting
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2022-05-25T15:08:03Z
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## Describe the bug When importing 'spider' dataset [https://huggingface.co/datasets/spider] an error occurs ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('spider') ``` ## Expected results Dataset object ## Actual results NonMatchingChecksumError: Check...
2022-05-26T06:40:12Z
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2022-05-25T07:45:07Z
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[ "Thanks for reporting, @OmarAlaaeldein.\r\n\r\nDatasets hosted at Google Drive give problems quite often due to a change in their service:\r\n- #3786 \r\n\r\nRelated to:\r\n- #3906\r\n\r\nI'm having a look.", "We have made a Pull Request to replace the Google Drive URL. This fix will be accessible in our next `da...
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## Describe the bug Could not reach wikitext-2-raw-v1.py ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset("wikitext-2-raw-v1") ``` ## Expected results Download `wikitext-2-raw-v1` dataset successfully. ## Actual results ``` File "load_datasets.py", line 13, in <m...
2022-10-24T06:10:27Z
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2022-05-25T03:10:44Z
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load dataset wikitext-2-raw-v1 failed. Could not reach wikitext-2-raw-v1.py.
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2022-05-25T03:26:36Z
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[ "I tried in this way.\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset(path=\"wikitext\", name=\"wikitext-103-v1\", split=\"train\")\r\n```" ]
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## Describe the bug Trying to load a local dataset raises an error indicating that the config builder has to have a name. No error should be reported, since the call is completly valid. ## Steps to reproduce the bug ```python load_dataset("./data/some-dataset/", name="some-name") ``` ## Expected results The...
2022-09-12T15:30:43Z
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2022-05-24T18:03:01Z
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LocalDatasetModuleFactoryWithoutScript extracts invalid builder name
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CONTRIBUTOR
2022-09-12T15:30:43Z
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[ "Ok, so\r\n```\r\nos.path.basename(\"/home/user/\")\r\n```\r\ngives `''` while \r\n```\r\nos.path.basename(\"/home/user\")\r\n```\r\ngives `user`. \r\nThe code should check if the last char is a slash.\r\n", "The fix is:\r\n```\r\n\"name\": os.path.basename(self.path[:-1] if self.path[-1] == \"/\" else self.path)...
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First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue. ## Describe the bug Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add...
2022-06-14T16:01:56Z
4,398
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2022-05-24T14:41:34Z
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Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
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CONTRIBUTOR
2022-06-14T16:01:56Z
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[ "It works if we either remove the `ds = ds.cast_column(\"id\", Value(\"int32\"))` line from the code above, or if instead calling `ds.remove_columns()` we remove the columns inside each mapping as `ds.map(..., remove_columns=[...])` instead of right after the mapping.\r\n\r\nBoth of those solutions seem to fix the ...
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We had to make a hotfix by pinning dill: - #4380 because from version 0.3.5, our custom `save_function` pickling function was raising an exception: - #4379 This PR fixes this by implementing our custom `save_function` depending on the version of dill. CC: @anivegesana This PR needs first being merged: -...
2022-10-26T08:45:37Z
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As commented in: - https://github.com/huggingface/datasets/issues/4386#issuecomment-1134902372 CC: @StevenTang1998
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This PR adds the Pascal VOC dataset in the same way TFDS has it added. I believe we can iterate on this dataset and in future versions include more data, such as segmentation masks, but for now I think it is a good idea to just add it the same way as TFDS to get a solid first version out there.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Some CI fails are unrelated to your PR and fixed on master, feel free to merge master into your branch :)", "Thanks @nateraw for the addition of this dataset.\r\n\r\nI would suggest to transfer it to the Hugging Face Hub, under a \...
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## Describe the bug Due to memory problem, I need to save my tokenized datasets locally by CPU and reload it by multi GPU for running training script. However, after I reload it by `load_from_disk` and start training, the speed is extremely slow. It says I need about 1500 hours with 8 A100 cards. Before this, I can ru...
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trainer became extremely slow after reload dataset by `load_from_disk`
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[ "I tried to make the dataset much more smaller (100000 rows) , then the speed became `33.88it/s` from`8.62s/it`. It's nearly 200 times... Do you have any idea? Thank you!", "Similar issue: https://github.com/huggingface/transformers/issues/8818\r\n\r\nI changed `RandomSampler` to `SequentialSampler` in the `tra...
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Now our CI still uses a deprecated legacy image: > You’re using a [deprecated Docker convenience image.](https://discuss.circleci.com/t/legacy-convenience-image-deprecation/41034) Upgrade to a next-gen Docker convenience image. This PR updates to next-generation convenience image. Related to: - #2955
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Removes the `int` documentation from the [logging section](https://huggingface.co/docs/datasets/package_reference/logging_methods#levels) of the docs.
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This PR tweaks the keys in the metadata that are used to define the column mapping for question answering datasets. This is needed in order to faithfully reconstruct column names like `answers.text` and `answers.answer_start` from the keys in AutoTrain. As observed in https://github.com/huggingface/datasets/pull/436...
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Since Python 3.8, the typing module: - raises an AttributeError when trying to access `__args__` on any type, e.g.: `List.__args__` - provides the `get_args` function instead: `get_args(List)` This PR implements a fix for Python >=3.8 whereas maintaining backward compatibility.
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This PR fixes some URLs. Fix #4386.
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Now the builder name attribute is set from from the builder class name. This PR sets the builder name attribute from the module name instead. Some motivating reasons: - The dataset ID is relevant and unique among all datasets and this is directly related to the repository name, i.e., the name of the directory conta...
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device/google/accessory/adk2012 - Git at Google
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## Describe the bug The script of wiki_auto_asset_turk for GEM may be out of date. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('gem', 'wiki_auto_asset_turk') ``` ## Actual results ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/...
2022-05-24T05:55:52Z
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2022-05-21T12:31:30Z
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Bug for wiki_auto_asset_turk from GEM
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2022-05-23T10:29:55Z
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[ "Thanks for reporting, @StevenTang1998.\r\n\r\nI'm looking into it. ", "Hi @StevenTang1998,\r\n\r\nWe have fixed the issue:\r\n- #4389\r\n\r\nThe fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by installing `datasets` from our GitHub repo:\r\n```\r\npip...
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Regression test for future releases of `dill`. Related to #4379.
2022-05-25T08:30:13Z
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Test dill
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I should point out that the hash will be the same if computed twice with the same code on the same version of dill (after adding huggingface's code that removes line numbers and file names, and sorts globals.) My changes in dill 0.3....
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This PR performs a refactoring of the download functionalities, by proposing a modular solution and moving them to their own package "download". Some motivating arguments: - understandability: from a logical partitioning of the library, it makes sense to have all download functionalities grouped together instead of sc...
2022-05-25T10:52:02Z
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## Describe the L L ## Expected L A clear and concise lmll Specify the actual results or traceback. ## Environment info <!-- You can run the command `datasets-cli env` and copy-and-paste its output below. --> - `datasets` version: - Platform: - Python version: - PyArrow version:
2022-05-21T19:20:13Z
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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2022-05-21T02:15:18Z
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## Describe the bug The two datasets `mteb/mtop_intent` and `mteb/mtop_domain `use both the same cache folder `.cache/huggingface/datasets/mteb___mtop`. So if you first load `mteb/mtop_intent` then datasets will not load `mteb/mtop_domain`. If you delete this cache folder and flip the order how you load the two datas...
2022-06-02T08:18:37Z
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2022-05-20T18:18:03Z
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Bug in caching 2 datasets both with the same builder class name
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[ "Hi @NouamaneTazi, thanks for reporting.\r\n\r\nPlease note that both datasets are cached in the same directory because their loading builder classes have the same name: `class MTOP(datasets.GeneratorBasedBuilder)`.\r\n\r\nYou should name their builder classes differently, e.g.:\r\n- `MtopDomain`\r\n- `MtopIntent`"...
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Hotfix #4379. CC: @sgugger
2022-06-13T10:03:52Z
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Pin dill
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## Describe the bug As reported by @sgugger, latest dill release is breaking things with Datasets. ``` ______________ ExamplesTests.test_run_speech_recognition_seq2seq _______________ self = <multiprocess.pool.ApplyResult object at 0x7fa5981a1cd0>, timeout = None def get(self, timeout=None): s...
2022-05-21T15:53:26Z
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2022-05-20T13:48:36Z
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Latest dill release raises exception
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[ "Fixed by:\r\n- #4380 ", "Just an additional insight, the latest dill (either 0.3.5 or 0.3.5.1) also broke the hashing/fingerprinting of any mapping function.\r\n\r\nFor example:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nd = load_dataset(\"rotten_tomatoes\")\r\nd.map(lambda x: x)\r\n```\r\n\r\nReturns th...
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Amend three licenses on datasets to fit naming convention (lower case, cc licenses include sub-version number). I think that's it - everything else on datasets looks great & super-searchable now!
2022-05-24T13:50:23Z
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Tidy up license metadata for google_wellformed_query, newspop, sick
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2022-05-24T13:10:27Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "& thank you!" ]
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There was a bug in filepath segment: - wrong: `jkkummerfeld-irc-disentanglement-fd379e9` - right: `jkkummerfeld-irc-disentanglement-35f0a40` Also there was a bug in the checksum of the downloaded file. This PR fixes these issues. Fix partially #4376.
2022-05-20T09:34:36Z
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Fix checksum and bug in irc_disentangle dataset
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the dataviewer shows this message for "ubuntu" - "train", "test", and "validation" splits: ``` Server error Status code: 400 Exception: ValueError Message: Cannot seek streaming HTTP file ``` it appears to give the same message for the "channel_two" data as well. I get a Checksums error when usi...
2023-01-12T16:56:13Z
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2022-05-19T19:15:16Z
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irc_disentagle viewer error
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NONE
2022-06-02T08:20:00Z
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I_kwDODunzps5KCr6g
[ "DUPLICATED comment from https://github.com/huggingface/datasets/issues/3807:\r\n\r\nmy code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"irc_disentangle\", download_mode=\"force_redownload\")\r\n```\r\nhowever, it produces the same error\r\n```\r\n[38](file:///Library/Frameworks/Pyt...
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### Issue It's currently not possible to properly stream a dataset using multiple `torch.utils.data.DataLoader` workers: - the `TorchIterableDataset` can't be pickled and passed to the subprocesses: https://github.com/huggingface/datasets/issues/3950 - streaming extension is failing: https://github.com/huggingfa...
2022-07-04T16:05:14Z
4,375
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2022-05-19T15:00:31Z
https://api.github.com/repos/huggingface/datasets/issues/4375/comments
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Support DataLoader with num_workers > 0 in streaming mode
https://api.github.com/repos/huggingface/datasets/issues/4375/events
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MEMBER
2022-06-10T20:47:27Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Alright this is finally ready for review ! It's quite long I'm sorry, but it's not easy to disentangle everything ^^'\r\n\r\nThe main additions are in\r\n- src/datasets/formatting/dataset_wrappers/torch_iterable_dataset.py\r\n- src/d...
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## processing a custom dataset loaded as .txt file is extremely slow, compared to a dataset of similar volume from the hub I have a large .txt file of 22 GB which i load into HF dataset `lang_dataset = datasets.load_dataset("text", data_files="hi.txt")` further i use a pre-processing function to clean the d...
2023-07-25T15:07:17Z
4,374
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https://api.github.com/repos/huggingface/datasets
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2022-05-19T14:18:05Z
https://api.github.com/repos/huggingface/datasets/issues/4374/comments
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extremely slow processing when using a custom dataset
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2023-07-25T15:07:16Z
null
I_kwDODunzps5KBUm3
[ "Hi !\r\n\r\nMy guess is that some examples in your dataset are bigger than your RAM, and therefore loading them in RAM to pass them to `remove_non_indic_sentences` takes forever because it might use SWAP memory.\r\n\r\nMaybe several examples in your dataset are grouped together, can you check `len(lang_dataset[\"t...
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Remove the links in the docs to the no longer maintained dataset viewer.
2022-05-20T15:24:28Z
4,373
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2022-05-19T13:24:39Z
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Remove links in docs to old dataset viewer
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CONTRIBUTOR
2022-05-20T15:16:05Z
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PR_kwDODunzps44HsaY
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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