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https://github.com/huggingface/datasets/pull/1889 | 1,889 | Implement to_dict and to_pandas for Dataset | {
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"Next step is going to add these two in the documentation ^^"
] | 2021-02-16T12:38:19Z | 2021-02-18T18:42:37Z | 2021-02-18T18:42:34Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | With options to return a generator or the full dataset | {
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https://github.com/huggingface/datasets/pull/1888 | 1,888 | Docs for adding new column on formatted dataset | {
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"Close #1872"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As mentioned in #1872 we should add in the documentation how the format gets updated when new columns are added
Close #1872 | {
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https://github.com/huggingface/datasets/pull/1887 | 1,887 | Implement to_csv for Dataset | {
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"@lhoestq I stumbled upon an interesting failure when adding tests for CSV serialization of `ArrayXD` features (see the failing unit tests in the CI)\r\n\r\nIt's due to the fact that booleans cannot be converted from arrow format to numpy without copy: https://arrow.apache.org/docs/python/generated/pyarrow.Array.ht... | 2021-02-16T11:27:29Z | 2021-02-19T09:41:59Z | 2021-02-19T09:41:59Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | cc @thomwolf
`to_csv` supports passing either a file path or a *binary* file object
The writing is batched to avoid loading the whole table in memory | {
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https://github.com/huggingface/datasets/pull/1886 | 1,886 | Common voice | {
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"Does it make sense to make the domains as the different languages?\r\nA problem is that you need to download the datasets from the browser.\r\nOne idea would be to either contact Mozilla regarding API access to the dataset or make use of a headless browser for downloading the datasets (might be hard since we have ... | 2021-02-16T11:16:10Z | 2021-03-09T18:51:31Z | 2021-03-09T18:51:31Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Started filling out information about the dataset and a dataset card.
To do
Create tagging file
Update the common_voice.py file with more information | {
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https://github.com/huggingface/datasets/pull/1885 | 1,885 | add missing info on how to add large files | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Thanks to @lhoestq's instructions I was able to add data files to a custom dataset repo. This PR is attempting to tell others how to do the same if they need to.
@lhoestq | {
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https://github.com/huggingface/datasets/pull/1884 | 1,884 | dtype fix when using numpy arrays | {
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https://github.com/huggingface/datasets/pull/1883 | 1,883 | Add not-in-place implementations for several dataset transforms | {
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"@lhoestq I am not sure how to test `dictionary_encode_column` (in-place version was not tested before)",
"I can take a look at dictionary_encode_column tomorrow.\r\nAlthough it's likely that it doesn't work then. It was added at the beginning of the lib and never tested nor used afaik.",
"Now let's update the ... | 2021-02-15T18:44:26Z | 2021-02-24T14:54:49Z | 2021-02-24T14:53:26Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1882 | 1,882 | Create Remote Manager | {
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"@lhoestq I have refactorized the logic. Instead of the previous hierarchy call (local temp file opening -> remote call -> use again temp local file logic but from within the remote caller scope), now it is flattened. Schematically:\r\n```python\r\nwith src.open() as src_file, dst.open() as dst_file:\r\n src_fil... | 2021-02-15T17:36:24Z | 2022-07-06T15:19:47Z | null | MEMBER | false | {
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https://github.com/huggingface/datasets/pull/1881 | 1,881 | `list_datasets()` returns a list of strings, not objects | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Here and there in the docs there is still stuff like this:
```python
>>> datasets_list = list_datasets()
>>> print(', '.join(dataset.id for dataset in datasets_list))
```
However, my understanding is that `list_datasets()` returns a list of strings rather than a list of objects. | {
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https://github.com/huggingface/datasets/pull/1880 | 1,880 | Update multi_woz_v22 checksums | {
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I updated them in this PR | {
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https://github.com/huggingface/datasets/pull/1879 | 1,879 | Replace flatten_nested | {
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"Hi @lhoestq. If you agree to merge this, I will start separating the logic for NestedDataStructure.map ;)"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Replace `flatten_nested` with `NestedDataStructure.flatten`.
This is a first step towards having all NestedDataStructure logic as a separated concern, independent of the caller/user of the data structure.
Eventually, all checks (whether the underlying data is list, dict, etc.) will be only inside this class.
I... | {
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https://github.com/huggingface/datasets/pull/1878 | 1,878 | Add LJ Speech dataset | {
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"Hey @anton-l,\r\n\r\nThanks a lot for the very clean integration!\r\n\r\n1) I think we should now start having \"automatic-speech-recognition\" as a label in the dataset tagger (@yjernite is it easy to add?). But we can surely add this dataset with the tag you've added and then later change the label to `asr` \r\n... | 2021-02-15T13:10:42Z | 2021-02-15T19:39:41Z | 2021-02-15T14:18:09Z | MEMBER | false | {
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As requested by #1841
The ASR format is based on #1767
There are a couple of quirks that should be addressed:
- I tagged this dataset as `other-other-automatic-speech-recognition` and `other-other-text-to-speech` (as classified by pape... | {
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https://github.com/huggingface/datasets/issues/1877 | 1,877 | Allow concatenation of both in-memory and on-disk datasets | {
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"I started working on this. My idea is to first add the pyarrow Table wrappers InMemoryTable and MemoryMappedTable that both implement what's necessary regarding copy/pickle. Then have another wrapper that takes the concatenation of InMemoryTable/MemoryMappedTable objects.\r\n\r\nWhat's important here is that conca... | 2021-02-15T11:39:46Z | 2021-03-26T16:51:58Z | 2021-03-26T16:51:58Z | MEMBER | null | null | This is a prerequisite for the addition of the `add_item` feature (see #1870).
Currently there is one assumption that we would need to change: a dataset is either fully in memory (dataset._data_files is empty), or the dataset can be reloaded from disk (using the dataset._data_files).
This assumption is used for pickl... | {
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https://github.com/huggingface/datasets/issues/1876 | 1,876 | load_dataset("multi_woz_v22") NonMatchingChecksumError | {
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"Thanks for reporting !\r\nThis is due to the changes made in the data files in the multiwoz repo: https://github.com/budzianowski/multiwoz/pull/59\r\nI'm opening a PR to update the checksums of the data files.",
"I just merged the fix. It will be available in the new release of `datasets` later today.\r\nYou'll ... | 2021-02-14T19:14:48Z | 2021-08-04T18:08:00Z | 2021-08-04T18:08:00Z | NONE | null | null | Hi, it seems that loading the multi_woz_v22 dataset gives a NonMatchingChecksumError.
To reproduce:
`dataset = load_dataset('multi_woz_v22','v2.2_active_only',split='train')`
This will give the following error:
```
raise NonMatchingChecksumError(error_msg + str(bad_urls))
datasets.utils.info_utils.N... | {
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https://github.com/huggingface/datasets/pull/1875 | 1,875 | Adding sari metric | {
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https://github.com/huggingface/datasets/pull/1874 | 1,874 | Adding Europarl Bilingual dataset | {
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"is there a way to check errors without subscribing to CircleCI? Because they want access to private repositories when logging.",
"I think you need to be logged in to check the errors unfortunately. Feel free to create an account with bitbucket maybe if you don't want it to access your private github repos",
"I... | 2021-02-13T17:02:04Z | 2021-03-04T10:38:22Z | 2021-03-04T10:38:22Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Implementation of Europarl bilingual dataset from described [here](https://opus.nlpl.eu/Europarl.php).
This dataset allows to use every language pair detailed in the original dataset. The loading script manages also the small errors contained in the original dataset (in very rare cases (1 over 10M) there are some ke... | {
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https://github.com/huggingface/datasets/pull/1873 | 1,873 | add iapp_wiki_qa_squad | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | `iapp_wiki_qa_squad` is an extractive question answering dataset from Thai Wikipedia articles.
It is adapted from [the original iapp-wiki-qa-dataset](https://github.com/iapp-technology/iapp-wiki-qa-dataset)
to [SQuAD](https://rajpurkar.github.io/SQuAD-explorer/) format, resulting in
5761/742/739 questions from 1529/... | {
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https://github.com/huggingface/datasets/issues/1872 | 1,872 | Adding a new column to the dataset after set_format was called | {
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"Hi ! Indeed if you add a column to a formatted dataset, then the new dataset gets a new formatting in which:\r\n```\r\nnew formatted columns = (all columns - previously unformatted columns)\r\n```\r\nTherefore the new column is going to be formatted using the `torch` formatting.\r\n\r\nIf you want your new column ... | 2021-02-13T09:14:35Z | 2021-03-30T14:01:45Z | 2021-03-30T14:01:45Z | NONE | null | null | Hi,
thanks for the nice library. I'm in the process of creating a custom dataset, which has a mix of tensors and lists of strings. I stumbled upon an error and want to know if its a problem on my side.
I load some lists of strings and integers, then call `data.set_format("torch", columns=["some_integer_column1"... | {
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https://github.com/huggingface/datasets/pull/1871 | 1,871 | Add newspop dataset | {
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"Thanks for the changes :)\r\nmerging"
] | 2021-02-13T07:31:23Z | 2021-03-08T10:12:45Z | 2021-03-08T10:12:45Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1870 | 1,870 | Implement Dataset add_item | {
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"Thanks @lhoestq for your remarks. Yes, I agree there are still many issues to be tackled... This PR is just a starting point, so that we can discuss how Dataset should be generalized.",
"Sure ! I opened an issue #1877 so we can discuss this specific aspect :)",
"I am going to implement this consolidation step ... | 2021-02-12T15:03:46Z | 2021-04-23T10:01:31Z | 2021-04-23T10:01:31Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Implement `Dataset.add_item`.
Close #1854. | {
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https://github.com/huggingface/datasets/pull/1869 | 1,869 | Remove outdated commands in favor of huggingface-cli | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Removing the old user commands since `huggingface_hub` is going to be used instead.
cc @julien-c | {
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https://github.com/huggingface/datasets/pull/1868 | 1,868 | Update oscar sizes | {
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https://github.com/huggingface/datasets/issues/1867 | 1,867 | ERROR WHEN USING SET_TRANSFORM() | {
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"Hi @alejandrocros it looks like an incompatibility with the current Trainer @sgugger \r\nIndeed currently the Trainer of `transformers` doesn't support a dataset with a transform\r\n\r\nIt looks like it comes from this line: https://github.com/huggingface/transformers/blob/f51188cbe74195c14c5b3e2e8f10c2f435f9751a/... | 2021-02-12T10:38:31Z | 2021-03-01T14:04:24Z | 2021-02-24T12:00:43Z | NONE | null | null | Hi, I'm trying to use dataset.set_transform(encode) as @lhoestq told me in this issue: https://github.com/huggingface/datasets/issues/1825#issuecomment-774202797
However, when I try to use Trainer from transformers with such dataset, it throws an error:
```
TypeError: __init__() missing 1 required positional arg... | {
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https://github.com/huggingface/datasets/pull/1866 | 1,866 | Add dataset for Financial PhraseBank | {
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"Thanks for the feedback. All accepted and metadata regenerated."
] | 2021-02-12T07:30:56Z | 2021-02-17T14:22:36Z | 2021-02-17T14:22:36Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1865 | 1,865 | Updated OPUS Open Subtitles Dataset with metadata information | {
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"Hi !\r\nAbout the problems you mentioned:\r\n- Saving the infos is only done for the configurations inside the BUILDER_CONFIGS. Otherwise you would need to run the scripts on ALL language pairs, which is not what we want.\r\n- Moreover when you're on your branch, please specify the path to your local version of th... | 2021-02-11T13:26:26Z | 2021-02-19T12:38:09Z | 2021-02-12T16:59:44Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Close #1844
Problems:
- I ran `python datasets-cli test datasets/open_subtitles --save_infos --all_configs`, hence the change in `dataset_infos.json`, but it appears that the metadata features have not been added for all pairs. Any idea why that might be?
- Possibly related to the above, I tried doing `pip uninst... | {
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https://github.com/huggingface/datasets/issues/1864 | 1,864 | Add Winogender Schemas | {
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"Nevermind, this one is already available on the hub under the name `'wino_bias'`: https://huggingface.co/datasets/wino_bias"
] | 2021-02-11T08:18:38Z | 2021-02-11T08:19:51Z | 2021-02-11T08:19:51Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** Winogender Schemas
- **Description:** Winogender Schemas (inspired by Winograd Schemas) are minimal pairs of sentences that differ only by the gender of one pronoun in the sentence, designed to test for the presence of gender bias in automated coreference resolution systems.
- **Paper... | {
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https://github.com/huggingface/datasets/issues/1863 | 1,863 | Add WikiCREM | {
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"Hi @NielsRogge I would like to work on this dataset.\r\n\r\nThanks!",
"Hi @udapy, are you working on this?"
] | 2021-02-11T08:16:00Z | 2021-03-07T07:27:13Z | null | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** WikiCREM
- **Description:** A large unsupervised corpus for coreference resolution.
- **Paper:** https://arxiv.org/abs/1905.06290
- **Github repo:**: https://github.com/vid-koci/bert-commonsense
- **Data:** https://ora.ox.ac.uk/objects/uuid:c83e94bb-7584-41a1-aef9-85b0e764d9e3
- **... | null | {
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https://github.com/huggingface/datasets/pull/1862 | 1,862 | Fix writing GPU Faiss index | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As reported in by @corticalstack there is currently an error when we try to save a faiss index on GPU.
I fixed that by checking the index `getDevice()` method before calling `index_gpu_to_cpu`
Close #1859 | {
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https://github.com/huggingface/datasets/pull/1861 | 1,861 | Fix Limit url | {
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This PR uses the previous commit sha to download the file instead, as suggested by @Paethon
Close #1836 | {
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https://github.com/huggingface/datasets/pull/1860 | 1,860 | Add loading from the Datasets Hub + add relative paths in download manager | {
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"I just added the steps to share a dataset on the datasets hub. It's highly inspired by the steps to share a model in the `transformers` doc.\r\n\r\nMoreover once the new huggingface_hub is released we can update the version in the setup.py. We also need to update the command to create a dataset repo in the documen... | 2021-02-10T13:24:11Z | 2021-02-12T19:13:30Z | 2021-02-12T19:13:29Z | MEMBER | false | {
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For example: https://huggingface.co/datasets/lhoestq/custom_squad/tree/main contains one script and two json files.
You can load it using
```python
from datasets import load_dataset
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https://github.com/huggingface/datasets/issues/1859 | 1,859 | Error "in void don't know how to serialize this type of index" when saving index to disk when device=0 (GPU) | {
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"Hi @corticalstack ! Thanks for reporting. Indeed in the recent versions of Faiss we must use `getDevice` to check if the index in on GPU.\r\n\r\nI'm opening a PR",
"I fixed this issue. It should work fine now.\r\nFeel free to try it out by installing `datasets` from source.\r\nOtherwise you can wait for the next... | 2021-02-10T12:41:00Z | 2021-02-10T18:32:12Z | 2021-02-10T18:17:47Z | NONE | null | null | Error serializing faiss index. Error as follows:
`Error in void faiss::write_index(const faiss::Index*, faiss::IOWriter*) at /home/conda/feedstock_root/build_artifacts/faiss-split_1612472484670/work/faiss/impl/index_write.cpp:453: don't know how to serialize this type of index`
Note:
`torch.cuda.is_availabl... | {
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https://github.com/huggingface/datasets/pull/1858 | 1,858 | Clean config getenvs | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Following #1848
Remove double getenv calls and fix one issue with rarfile
cc @albertvillanova | {
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https://github.com/huggingface/datasets/issues/1857 | 1,857 | Unable to upload "community provided" dataset - 400 Client Error | {
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i'm trying to a upload a dataset as described [here](https://huggingface.co/docs/datasets/v1.2.0/share_dataset.html#sharing-a-community-provided-dataset). This is what happens:
```
$ datasets-cli login
$ datasets-cli upload_dataset my_dataset
About to upload file /path/to/my_dataset/dataset_infos.json to S3... | {
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https://github.com/huggingface/datasets/issues/1856 | 1,856 | load_dataset("amazon_polarity") NonMatchingChecksumError | {
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"Hi ! This issue may be related to #996 \r\nThis comes probably from the Quota Exceeded error from Google Drive.\r\nCan you try again tomorrow and see if you still have the error ?\r\n\r\nOn my side I didn't get any error today with `load_dataset(\"amazon_polarity\")`",
"+1 encountering this issue as well",
"@l... | 2021-02-10T10:00:56Z | 2022-03-15T13:55:24Z | 2022-03-15T13:55:23Z | NONE | null | null | Hi, it seems that loading the amazon_polarity dataset gives a NonMatchingChecksumError.
To reproduce:
```
load_dataset("amazon_polarity")
```
This will give the following error:
```
---------------------------------------------------------------------------
NonMatchingChecksumError Traceback ... | {
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https://github.com/huggingface/datasets/pull/1855 | 1,855 | Minor fix in the docs | {
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https://github.com/huggingface/datasets/issues/1854 | 1,854 | Feature Request: Dataset.add_item | {
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"Hi @sshleifer.\r\n\r\nI am not sure of understanding the need of the `add_item` approach...\r\n\r\nBy just reading your \"Desired API\" section, I would say you could (nearly) get it with a 1-column Dataset:\r\n```python\r\ndata = {\"input_ids\": [np.array([4,4,2]), np.array([8,6,5,5,2]), np.array([3,3,31,5])]}\r\... | 2021-02-10T06:06:00Z | 2021-04-23T10:01:30Z | 2021-04-23T10:01:30Z | CONTRIBUTOR | null | null | I'm trying to integrate `huggingface/datasets` functionality into `fairseq`, which requires (afaict) being able to build a dataset through an `add_item` method, such as https://github.com/pytorch/fairseq/blob/master/fairseq/data/indexed_dataset.py#L318, as opposed to loading all the text into arrow, and then `dataset.m... | {
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https://github.com/huggingface/datasets/pull/1853 | 1,853 | Configure library root logger at the module level | {
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By doing it this way:
- we are sure configuration is done only once: module level code is only runned once
- no need of global variable
- no need of threading lock | {
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https://github.com/huggingface/datasets/pull/1852 | 1,852 | Add Arabic Speech Corpus | {
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https://github.com/huggingface/datasets/pull/1851 | 1,851 | set bert_score version dependency | {
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https://github.com/huggingface/datasets/pull/1850 | 1,850 | Add cord 19 dataset | {
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"Cleaned-up version of previous PR: https://github.com/huggingface/datasets/pull/1129",
"@lhoestq FYI",
"Before merging I might tweak a little bit the dummy data to avoid having to check if the `document_parses` and `embeddings` directories exist or not. I'll do that later today",
"Looks all good now ! Thanks... | 2021-02-09T10:22:08Z | 2021-02-09T15:16:26Z | 2021-02-09T15:16:26Z | CONTRIBUTOR | false | {
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### Checklist:
- [x] Create the dataset script /datasets/my_dataset/my_dataset.py using the template
- [x] Fill the _DESCRIPTION and _CITATION variables
- [x] Implement _infos(), _split_generators() and _generate_examples()
- [x] Make sure that the BUILDER_CONFIG... | {
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https://github.com/huggingface/datasets/issues/1849 | 1,849 | Add TIMIT | {
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"@patrickvonplaten Could you please help me with how the output text has to be represented in the data? TIMIT has Words, Phonemes and texts. Also has lot on info on the speaker and the dialect. Could you please help me? An example of how to arrange it would be super helpful!\r\n\r\n",
"Hey @vrindaprabhu - sure I'... | 2021-02-09T07:29:41Z | 2021-03-15T05:59:37Z | 2021-03-15T05:59:37Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *TIMIT*
- **Description:** *The TIMIT corpus of read speech has been designed to provide speech data for the acquisition of acoustic-phonetic knowledge and for the development and evaluation of automatic speech recognition systems*
- **Paper:** *Homepage*: http://groups.inf.ed.ac.uk... | {
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https://github.com/huggingface/datasets/pull/1848 | 1,848 | Refactoring: Create config module | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Refactorize configuration settings into their own module.
This could be seen as a Pythonic singleton-like approach. Eventually a config instance class might be created. | {
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https://github.com/huggingface/datasets/pull/1847 | 1,847 | [Metrics] Add word error metric metric | {
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"Feel free to merge once the CI is all green ;)"
] | 2021-02-08T18:41:15Z | 2021-02-09T17:53:21Z | 2021-02-09T17:53:21Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the word error rate metric to datasets.
WER: https://en.wikipedia.org/wiki/Word_error_rate
for speech recognition. WER is the main metric used in ASR.
`jiwer` seems to be a solid library (see https://github.com/asteroid-team/asteroid/pull/329#discussion_r525158939) | {
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https://github.com/huggingface/datasets/pull/1846 | 1,846 | Make DownloadManager downloaded/extracted paths accessible | {
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"First I was thinking of the dict, which makes sense for .download, mapping URL to downloaded path. However does this make sense for .extract, mapping the downloaded path to the extracted path? I ask this because the user did not chose the downloaded path, so this is completely unknown for them...",
"There could ... | 2021-02-08T18:14:42Z | 2021-02-25T14:10:18Z | 2021-02-25T14:10:18Z | MEMBER | false | {
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Close #1831.
The approach:
- I set these paths as DownloadManager attributes: these are DownloadManager's concerns
- To access to these from DatasetBuilder, I set the DownloadManager instance as DatasetBuilder attribute: object composition | {
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https://github.com/huggingface/datasets/pull/1845 | 1,845 | Enable logging propagation and remove logging handler | {
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"Thank you @lhoestq. This logging configuration makes more sense to me.\r\n\r\nOnce propagation is allowed, the end-user can customize logging behavior and add custom handlers to the proper top logger in the hierarchy.\r\n\r\nAnd I also agree with following the best practices and removing any custom handlers:\r\n- ... | 2021-02-08T16:22:13Z | 2021-02-09T14:22:38Z | 2021-02-09T14:22:37Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | We used to have logging propagation disabled because of this issue: https://github.com/tensorflow/tensorflow/issues/26691
But since it's now fixed we should re-enable it. This is important to keep the default logging behavior for users, and propagation is also needed for pytest fixtures as asked in #1826
I also re... | {
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https://github.com/huggingface/datasets/issues/1844 | 1,844 | Update Open Subtitles corpus with original sentence IDs | {
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"Hi ! You're right this can can useful.\r\nThis should be easy to add, so feel free to give it a try if you want to contribute :)\r\nI think we just need to add it to the _generate_examples method of the OpenSubtitles dataset builder [here](https://github.com/huggingface/datasets/blob/master/datasets/open_subtitles... | 2021-02-08T13:55:13Z | 2021-02-12T17:38:58Z | 2021-02-12T17:38:58Z | CONTRIBUTOR | null | null | Hi! It would be great if you could add the original sentence ids to [Open Subtitles](https://huggingface.co/datasets/open_subtitles).
I can think of two reasons: first, it's possible to gather sentences for an entire document (the original ids contain media id, subtitle file id and sentence id), therefore somewhat a... | {
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https://github.com/huggingface/datasets/issues/1843 | 1,843 | MustC Speech Translation | {
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"Hi @patrickvonplaten I would like to work on this dataset. \r\n\r\nThanks! ",
"That's awesome! Actually, I just noticed that this dataset might become a bit too big!\r\n\r\nMuST-C is the main dataset used for IWSLT19 and should probably be added as a standalone dataset. Would you be interested also in adding `d... | 2021-02-08T13:27:45Z | 2025-08-25T09:01:54Z | null | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *IWSLT19*
- **Description:** *The Speech Translation Task addresses the translation of English audio into German and Portuguese text.*
- **Hompage:** *https://sites.google.com/view/iwslt-evaluation-2019/speech-translation*
- **Data:** *https://sites.google.com/view/iwslt-evaluation-2... | null | {
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https://github.com/huggingface/datasets/issues/1842 | 1,842 | Add AMI Corpus | {
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"Available here: ~https://huggingface.co/datasets/ami~ https://huggingface.co/datasets/edinburghcstr/ami",
"@mariosasko actually the \"official\" AMI dataset can be found here: https://huggingface.co/datasets/edinburghcstr/ami -> the old one under `datasets/ami` doesn't work and should be deleted. \r\n\r\nThe new... | 2021-02-08T13:25:00Z | 2023-02-28T16:29:22Z | 2023-02-28T16:29:22Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *AMI*
- **Description:** *The AMI Meeting Corpus is a multi-modal data set consisting of 100 hours of meeting recordings. For a gentle introduction to the corpus, see the corpus overview. To access the data, follow the directions given there. Around two-thirds of the data has been elic... | {
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https://github.com/huggingface/datasets/issues/1841 | 1,841 | Add ljspeech | {
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"color": "d93f0b",... | closed | false | [] | 2021-02-08T13:22:26Z | 2021-03-15T05:59:02Z | 2021-03-15T05:59:02Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *ljspeech*
- **Description:** *This is a public domain speech dataset consisting of 13,100 short audio clips of a single speaker reading passages from 7 non-fiction books. A transcription is provided for each clip. Clips vary in length from 1 to 10 seconds and have a total length of ap... | {
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https://github.com/huggingface/datasets/issues/1840 | 1,840 | Add common voice | {
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"I have started working on adding this dataset.",
"Hey @BirgerMoell - awesome that you started working on Common Voice. Common Voice is a bit special since, there is no direct download link to download the data. In these cases we usually consider two options:\r\n\r\n1) Find a hacky solution to extract the downloa... | 2021-02-08T13:21:05Z | 2022-03-20T15:23:40Z | 2021-03-15T05:56:21Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *common voice*
- **Description:** *Mozilla Common Voice Dataset*
- **Paper:** Homepage: https://voice.mozilla.org/en/datasets
- **Data:** https://voice.mozilla.org/en/datasets
- **Motivation:** Important speech dataset
- **TFDatasets Implementation**: https://www.tensorflow.org/dat... | {
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https://github.com/huggingface/datasets/issues/1839 | 1,839 | Add Voxforge | {
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"color": "d93f0b",... | open | false | [] | 2021-02-08T13:19:56Z | 2021-02-08T13:28:31Z | null | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *voxforge*
- **Description:** *VoxForge is a language classification dataset. It consists of user submitted audio clips submitted to the website. In this release, data from 6 languages is collected - English, Spanish, French, German, Russian, and Italian. Since the website is constant... | null | {
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https://github.com/huggingface/datasets/issues/1838 | 1,838 | Add tedlium | {
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"Hi @patrickvonplaten \r\nI can have a look to this dataset later since I am trying to add the OpenSLR dataset https://github.com/huggingface/datasets/pull/2173\r\nHopefully I have enough space since the compressed file is 21GB. The release 3 is even bigger: 54GB :-0",
"Resolved via https://github.com/huggingface... | 2021-02-08T13:17:52Z | 2022-10-04T14:34:12Z | 2022-10-04T14:34:12Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *tedlium*
- **Description:** *The TED-LIUM 1-3 corpus is English-language TED talks, with transcriptions, sampled at 16kHz. It contains about 118 hours of speech.*
- **Paper:** Homepage: http://www.openslr.org/7/, https://lium.univ-lemans.fr/en/ted-lium2/ &, https://www.openslr.org/51... | {
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https://github.com/huggingface/datasets/issues/1837 | 1,837 | Add VCTK | {
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"@patrickvonplaten I'd like to take this, if nobody has already done it. I have added datasets before through the datasets sprint, but I feel rusty on the details, so I'll look at the guide as well as similar audio PRs (#1878 in particular comes to mind). If there is any detail I should be aware of please, let me k... | 2021-02-08T13:15:28Z | 2021-12-28T15:05:08Z | 2021-12-28T15:05:08Z | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** *VCTK*
- **Description:** *This CSTR VCTK Corpus includes speech data uttered by 110 English speakers with various accents. Each speaker reads out about 400 sentences, which were selected from a newspaper, the rainbow passage and an elicitation paragraph used for the speech accent arch... | {
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https://github.com/huggingface/datasets/issues/1836 | 1,836 | test.json has been removed from the limit dataset repo (breaks dataset) | {
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"Thanks for the heads up ! I'm opening a PR to fix that"
] | 2021-02-08T12:45:53Z | 2021-02-10T16:14:58Z | 2021-02-10T16:14:58Z | NONE | null | null | https://github.com/huggingface/datasets/blob/16042b233dbff2a7585110134e969204c69322c3/datasets/limit/limit.py#L51
The URL is not valid anymore since test.json has been removed in master for some reason. Directly referencing the last commit works:
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https://github.com/huggingface/datasets/issues/1835 | 1,835 | Add CHiME4 dataset | {
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"@patrickvonplaten not sure whether it is still needed, but willing to tackle this issue",
"Hey @patrickvonplaten, I have managed to download the zip on [here]( http://spandh.dcs.shef.ac.uk/chime_challenge/CHiME4/download.html) and successfully uploaded all the files on a hugging face dataset: \r\n\r\nhttps://hug... | 2021-02-08T12:36:38Z | 2025-01-26T16:18:59Z | null | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** Chime4
- **Description:** Chime4 is a dataset for automatic speech recognition. It is especially useful for evaluating models in a noisy environment and for multi-channel ASR
- **Paper:** Dataset comes from a channel: http://spandh.dcs.shef.ac.uk/chime_challenge/CHiME4/ . Results pape... | null | {
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https://github.com/huggingface/datasets/pull/1834 | 1,834 | Fixes base_url of limit dataset | {
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"OK, apparently it is a lot more complicated than simply changing the URL? Going to make an issue."
] | 2021-02-08T12:26:35Z | 2021-02-08T12:42:50Z | 2021-02-08T12:42:50Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/1833 | 1,833 | Add OSCAR dataset card | {
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"@lhoestq Thanks for the suggestions! I agree with all of them. Should I accept them one by one or can I accept them all at once? When I try to load the whole diff GitHub is complaining and it does no render them well (probably my browser?) 😅 ",
"I just merged the tables as suggested 😄 . However I noticed somet... | 2021-02-08T01:39:49Z | 2021-02-12T14:09:25Z | 2021-02-12T14:08:24Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/issues/1832 | 1,832 | Looks like nokogumbo is up-to-date now, so this is no longer needed. | {
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__Originally posted by @dependabot in https://github.com/discourse/discourse/pull/11373#issuecomment-738993432__ | {
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https://github.com/huggingface/datasets/issues/1831 | 1,831 | Some question about raw dataset download info in the project . | {
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"Hi ! The `dl_manager` is a `DownloadManager` object and is responsible for downloading the raw data files.\r\nIt is used by dataset builders in their `_split_generators` method to download the raw data files that are necessary to build the datasets splits.\r\n\r\nThe `Conll2003` class is a dataset builder, and so ... | 2021-02-07T05:33:36Z | 2021-02-25T14:10:18Z | 2021-02-25T14:10:18Z | NONE | null | null | Hi , i review the code in
https://github.com/huggingface/datasets/blob/master/datasets/conll2003/conll2003.py
in the _split_generators function is the truly logic of download raw datasets with dl_manager
and use Conll2003 cls by use import_main_class in load_dataset function
My question is that , with this logic i... | {
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https://github.com/huggingface/datasets/issues/1830 | 1,830 | using map on loaded Tokenizer 10x - 100x slower than default Tokenizer? | {
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"Hi @wumpusman \r\n`datasets` has a caching mechanism that allows to cache the results of `.map` so that when you want to re-run it later it doesn't recompute it again.\r\nSo when you do `.map`, what actually happens is:\r\n1. compute the hash used to identify your `map` for the cache\r\n2. apply your function on e... | 2021-02-06T21:00:26Z | 2021-02-24T21:56:14Z | null | NONE | null | null | This could total relate to me misunderstanding particular call functions, but I added words to a GPT2Tokenizer, and saved it to disk (note I'm only showing snippets but I can share more) and the map function ran much slower:
````
def save_tokenizer(original_tokenizer,text,path="simpledata/tokenizer"):
words_u... | null | {
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https://github.com/huggingface/datasets/pull/1829 | 1,829 | Add Tweet Eval Dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Closes Draft PR #1407.
Notes:
1. I have excluded `mapping.txt` from the dataset at it only contained the name mappings, which are already present in the ClassLabels.
2. I have also exluded the textual names for the emojis mentioned in the [mapping](https://github.com/cardiffnlp/tweeteval/blob/main/datasets/emoji/... | {
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https://github.com/huggingface/datasets/pull/1828 | 1,828 | Add CelebA Dataset | {
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"Hi @gchhablani! Thanks for all the contributions! We definitely want more image datasets, but Face datasets are tricky in general, in this one includes predicting attributes such as Attractiveness, Gender, or Race, which can be pretty problematic.\r\n\r\nWould you be up for starting with only object classification... | 2021-02-05T20:20:55Z | 2021-02-18T14:17:07Z | 2021-02-18T14:17:07Z | CONTRIBUTOR | true | {
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Need help with testing. Loading examples takes a lot of time so I am unable to generate the `dataset_infos.json` and unable to test. Also, need help with creating `dummy_data.zip`.
Additionally, trying to load a few examples using `load_dataset('./datasets/celeb_a',split='train[10:20]... | {
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https://github.com/huggingface/datasets/issues/1827 | 1,827 | Regarding On-the-fly Data Loading | {
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"Possible duplicate\r\n\r\n#1776 https://github.com/huggingface/datasets/issues/\r\n\r\nreally looking PR for this feature",
"Hi @acul3 \r\n\r\nIssue #1776 talks about doing on-the-fly data pre-processing, which I think is solved in the next release as mentioned in the issue #1825. I also look forward to using t... | 2021-02-05T17:43:48Z | 2021-02-18T13:55:16Z | 2021-02-18T13:55:16Z | CONTRIBUTOR | null | null | Hi,
I was wondering if it is possible to load images/texts as a batch during the training process, without loading the entire dataset on the RAM at any given point.
Thanks,
Gunjan | {
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https://github.com/huggingface/datasets/pull/1826 | 1,826 | Print error message with filename when malformed CSV | {
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Close #1821 | {
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https://github.com/huggingface/datasets/issues/1825 | 1,825 | Datasets library not suitable for huge text datasets. | {
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"Hi ! Looks related to #861 \r\n\r\nYou are right: tokenizing a dataset using map takes a lot of space since it can store `input_ids` but also `token_type_ids`, `attention_mask` and `special_tokens_mask`. Moreover if your tokenization function returns python integers then by default they'll be stored as int64 which... | 2021-02-05T11:06:50Z | 2021-03-30T14:04:01Z | 2021-03-16T09:44:00Z | NONE | null | null | Hi,
I'm trying to use datasets library to load a 187GB dataset of pure text, with the intention of building a Language Model. The problem is that from the 187GB it goes to some TB when processed by Datasets. First of all, I think the pre-tokenizing step (with tokenizer.map()) is not really thought for datasets this ... | {
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https://github.com/huggingface/datasets/pull/1824 | 1,824 | Add OSCAR dataset card | {
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"Hi @lhoestq! When are you planning to release the version with this dataset?\r\n\r\nBTW: What a huge README file :astonished:",
"Next week !",
"Closing in favor of #1833"
] | 2021-02-05T10:30:26Z | 2021-05-05T18:24:14Z | 2021-02-08T11:30:33Z | MEMBER | false | {
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For now it's just basic info for all the different configurations in `Dataset Structure`.
In particular the Data Splits section tells how may samples there are for each config. The Data Instances section show an example for each config, and it also shows the size in MB.... | {
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https://github.com/huggingface/datasets/pull/1823 | 1,823 | Add FewRel Dataset | {
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"Hi @lhoestq,\r\n\r\nSorry for the late response. What do you mean when you say \"adding names to default config\"? Should I handle \"pid2name\" in the same config as \"default\"?",
"Yes I was thinking of having the pid2name field available in the default configuration (and therefore only have one config). What d... | 2021-02-05T10:22:03Z | 2021-03-01T11:56:20Z | 2021-03-01T10:21:39Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hi,
This PR closes this [Card](https://github.com/huggingface/datasets/projects/1#card-53285184) and Issue #1757.
I wasn't sure how to add `pid2name` along with the dataset so I added it as a separate configuration. For each (head, tail, tokens) triplet, I have created one example. I have added the dictionary key... | {
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https://github.com/huggingface/datasets/pull/1822 | 1,822 | Add Hindi Discourse Analysis Natural Language Inference Dataset | {
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"Could you also run `make style` to fix the CI check on code formatting ?",
"@lhoestq completed and resolved all comments."
] | 2021-02-05T09:30:54Z | 2021-02-15T09:57:39Z | 2021-02-15T09:57:39Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | # Dataset Card for Hindi Discourse Analysis Dataset
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#dat... | {
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https://github.com/huggingface/datasets/issues/1821 | 1,821 | Provide better exception message when one of many files results in an exception | {
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"Hi!\r\n\r\nThank you for reporting this issue. I agree that the information about the exception should be more clear and explicit.\r\n\r\nI could take on this issue.\r\n\r\nOn the meantime, as you can see from the exception stack trace, HF Datasets uses pandas to read the CSV files. You can pass arguments to `pand... | 2021-02-05T00:49:03Z | 2021-02-09T17:39:27Z | 2021-02-09T17:39:27Z | NONE | null | null | I find when I process many files, i.e.
```
train_files = glob.glob('rain*.csv')
validation_files = glob.glob(validation*.csv')
datasets = load_dataset("csv", data_files=dict(train=train_files, validation=validation_files))
```
I sometimes encounter an error due to one of the files being misformed (i.e. no dat... | {
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https://github.com/huggingface/datasets/pull/1820 | 1,820 | Add metrics usage examples and tests | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | All metrics finally have usage examples and proper fast + slow tests :)
I added examples of usage for every metric, and I use doctest to make sure they all work as expected.
For "slow" metrics such as bert_score or bleurt which require to download + run a transformer model, the download + forward pass are only do... | {
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https://github.com/huggingface/datasets/pull/1819 | 1,819 | Fixed spelling `S3Fileystem` to `S3FileSystem` | {
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Wrong `S3Fileystem`
Right `S3FileSystem` | {
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https://github.com/huggingface/datasets/issues/1818 | 1,818 | Loading local dataset raise requests.exceptions.ConnectTimeout | {
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"Hi ! Thanks for reporting. This was indeed a bug introduced when we moved the `json` dataset loader inside the `datasets` package (before that, the `json` loader was fetched online, as all the other dataset scripts).\r\n\r\nThis should be fixed on master now. Feel free to install `datasets` from source to try it o... | 2021-02-04T05:55:23Z | 2022-06-01T15:38:42Z | 2022-06-01T15:38:42Z | NONE | null | null | Load local dataset:
```
dataset = load_dataset('json', data_files=["../../data/json.json"])
train = dataset["train"]
print(train.features)
train1 = train.map(lambda x: {"labels": 1})
print(train1[:2])
```
but it raised requests.exceptions.ConnectTimeout:
```
/Users/littlely/myvirtual/tf2/bin/python3.7 /Us... | {
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https://github.com/huggingface/datasets/issues/1817 | 1,817 | pyarrow.lib.ArrowInvalid: Column 1 named input_ids expected length 599 but got length 1500 | {
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"Hi !\r\nThe error you have is due to the `input_ids` column not having the same number of examples as the other columns.\r\nIndeed you're concatenating the `input_ids` at this line:\r\n\r\nhttps://github.com/LuCeHe/GenericTools/blob/431835d8e13ec24dceb5ee4dc4ae58f0e873b091/KerasTools/lm_preprocessing.py#L134\r\n\r... | 2021-02-04T02:30:23Z | 2022-10-05T12:42:57Z | 2022-10-05T12:42:57Z | NONE | null | null | I am trying to preprocess any dataset in this package with GPT-2 tokenizer, so I need to structure the datasets as long sequences of text without padding. I've been following a couple of your tutorials and here you can find the script that is failing right at the end
https://github.com/LuCeHe/GenericTools/blob/maste... | {
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https://github.com/huggingface/datasets/pull/1816 | 1,816 | Doc2dial rc update to latest version | {
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"- update data loader and readme for latest version 1.0.1"
] | 2021-02-03T20:08:54Z | 2021-02-15T15:15:24Z | 2021-02-15T15:04:33Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1815 | 1,815 | Add CCAligned Multilingual Dataset | {
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"Hi !\r\n\r\nWe already have some datasets that can have many many configurations possible.\r\nTo be able to support that, we allow to subclass BuilderConfig to add as many additional parameters as you may need.\r\nThis way users can load any language they want. For example the [bible_para](https://github.com/huggi... | 2021-02-03T18:59:52Z | 2021-03-01T12:33:03Z | 2021-03-01T10:36:21Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hello,
I'm trying to add [CCAligned Multilingual Dataset](http://www.statmt.org/cc-aligned/). This has the potential to close #1756.
This dataset has two types - Document-Pairs, and Sentence-Pairs.
The datasets are huge, so I won't be able to test all of them. At the same time, a user might only want to downlo... | {
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https://github.com/huggingface/datasets/pull/1814 | 1,814 | Add Freebase QA Dataset | {
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"Hi @lhoestq \r\n\r\nThanks for approving. Request you to close PR #1435 as well."
] | 2021-02-03T16:57:49Z | 2021-02-04T19:47:51Z | 2021-02-04T16:21:48Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Closes PR #1435. Fixed issues with PR #1809.
Requesting @lhoestq to review. | {
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https://github.com/huggingface/datasets/pull/1813 | 1,813 | Support future datasets | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | If a dataset is available at the version of the local installation of `datasets` (e.g. 1.2.0), then loading this dataset means loading the script at this version.
However when trying to load a dataset that is only available on master, currently users have to specify `script_version="master"` in `load_dataset` to mak... | {
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https://github.com/huggingface/datasets/pull/1812 | 1,812 | Add CIFAR-100 Dataset | {
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"Hi @lhoestq,\r\nI have updated with the changes from the review.",
"Thanks for approving :)"
] | 2021-02-02T15:22:59Z | 2021-02-08T11:10:18Z | 2021-02-08T10:39:06Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/issues/1811 | 1,811 | Unable to add Multi-label Datasets | {
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"Thanks for adding this dataset! As far as I know `supervised_keys` is mostly a holdover from TFDS, but isn't really used, so feel free to drop it (@lhoestq or @thomwolf correct me if I'm wrong). It definitely shouldn't be blocking :) ",
"I can confirm that it comes from TFDS and is not used at the moment.",
"... | 2021-02-02T11:50:56Z | 2021-02-18T14:16:31Z | 2021-02-18T14:16:31Z | CONTRIBUTOR | null | null | I am trying to add [CIFAR-100](https://www.cs.toronto.edu/~kriz/cifar.html) dataset. The dataset contains two labels per image - `fine label` and `coarse label`. Using just one label in supervised keys as
`supervised_keys=("img", "fine_label")` raises no issue. But trying `supervised_keys=("img", "fine_label","coarse... | {
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https://github.com/huggingface/datasets/issues/1810 | 1,810 | Add Hateful Memes Dataset | {
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"color": "bfdadc",... | open | false | [
"I am not sure, but would `datasets.Sequence(datasets.Sequence(datasets.Sequence(datasets.Value(\"int\")))` work?",
"Also, I found the information for loading only subsets of the data [here](https://github.com/huggingface/datasets/blob/master/docs/source/splits.rst).",
"Hi @lhoestq,\r\n\r\nRequest you to check ... | 2021-02-02T10:53:59Z | 2021-12-08T12:03:59Z | null | CONTRIBUTOR | null | null | ## Add Hateful Memes Dataset
- **Name:** Hateful Memes
- **Description:** [https://ai.facebook.com/blog/hateful-memes-challenge-and-data-set]( https://ai.facebook.com/blog/hateful-memes-challenge-and-data-set)
- **Paper:** [https://arxiv.org/pdf/2005.04790.pdf](https://arxiv.org/pdf/2005.04790.pdf)
- **Data:** [Thi... | null | {
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https://github.com/huggingface/datasets/pull/1809 | 1,809 | Add FreebaseQA dataset | {
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"Hi ! It looks like this PR contains changes about other datasets than freebase_qa such as DuoRC.\r\n\r\nCan you remove these changes please ?",
"Hi @lhoestq,\r\n\r\nI think this happened because of rebasing. I'm unable to remove the duorc commit from the branch. GEM, Arabic sarcasm datasets are also there. I ca... | 2021-02-02T08:35:53Z | 2021-02-03T17:15:05Z | 2021-02-03T16:43:06Z | CONTRIBUTOR | false | {
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Requesting @lhoestq to review. | {
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https://github.com/huggingface/datasets/issues/1808 | 1,808 | writing Datasets in a human readable format | {
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"AFAIK, there is currently no built-in method on the `Dataset` object to do this.\r\nHowever, a workaround is to directly use the Arrow table backing the dataset, **but it implies loading the whole dataset in memory** (correct me if I'm mistaken @lhoestq).\r\n\r\nYou can convert the Arrow table to a pandas datafram... | 2021-02-02T02:55:40Z | 2022-06-01T15:38:13Z | 2022-06-01T15:38:13Z | NONE | null | null | Hi
I see there is a save_to_disk function to save data, but this is not human readable format, is there a way I could save a Dataset object in a human readable format to a file like json? thanks @lhoestq | {
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https://github.com/huggingface/datasets/pull/1807 | 1,807 | Adding an aggregated dataset for the GEM benchmark | {
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"Nice !"
] | 2021-02-02T00:39:53Z | 2021-02-02T22:48:41Z | 2021-02-02T18:06:58Z | MEMBER | false | {
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The changes from the original datasets are detailed in the Dataset Cards on the GEM website, which ar... | {
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https://github.com/huggingface/datasets/pull/1806 | 1,806 | Update details to MLSUM dataset | {
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https://github.com/huggingface/datasets/issues/1805 | 1,805 | can't pickle SwigPyObject objects when calling dataset.get_nearest_examples from FAISS index | {
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"Hi ! Indeed we used to require mapping functions to be picklable with `pickle` or `dill` in order to cache the resulting datasets. And FAISS indexes are not picklable unfortunately.\r\n\r\nBut since #1703 this is no longer required (the caching will simply be disabled). This change will be available in the next re... | 2021-02-01T16:14:17Z | 2021-03-06T14:32:46Z | 2021-03-06T14:32:46Z | CONTRIBUTOR | null | null | So, I have the following instances in my dataset
```
{'question': 'An astronomer observes that a planet rotates faster after a meteorite impact. Which is the most likely effect of
this increase in rotation?',
'answer': 'C',
'example_id': 'ARCCH_Mercury_7175875',
'options':[{'option_context': 'One effect of ... | {
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https://github.com/huggingface/datasets/pull/1804 | 1,804 | Add SICK dataset | {
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Closes #1772.
Edit: also closes #1632, which is the original issue requesting the dataset. The newer one is a duplicate. | {
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https://github.com/huggingface/datasets/issues/1803 | 1,803 | Querying examples from big datasets is slower than small datasets | {
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"Hello, @lhoestq / @gaceladri : We have been seeing similar behavior with bigger datasets, where querying time increases. Are you folks aware of any solution that fixes this problem yet? ",
"Hi ! I'm pretty sure that it can be fixed by using the Arrow IPC file format instead of the raw streaming format but I ha... | 2021-02-01T11:08:23Z | 2021-08-04T18:11:01Z | 2021-08-04T18:10:42Z | MEMBER | null | null | After some experiments with bookcorpus I noticed that querying examples from big datasets is slower than small datasets.
For example
```python
from datasets import load_dataset
b1 = load_dataset("bookcorpus", split="train[:1%]")
b50 = load_dataset("bookcorpus", split="train[:50%]")
b100 = load_dataset("bookcorp... | {
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https://github.com/huggingface/datasets/pull/1802 | 1,802 | add github of contributors | {
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"@lhoestq Can you confirm if this format is fine? I will update cards based on your feedback.",
"On HuggingFace side we also have a mapping of hf user => github user (GitHub info used to be required when signing up until not long ago – cc @gary149 @beurkinger) so we can also add a link to HF profile",
"All the ... | 2021-02-01T03:49:19Z | 2021-02-03T10:09:52Z | 2021-02-03T10:06:30Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1801 | 1,801 | [GEM] Updated the source link of the data to update correct tokenized version. | {
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"@mounicam we'll keep the original version in the Turk dataset proper, and use the updated file in the GEM aggregated dataset which I'll add later today\r\n\r\n@lhoestq do not merge, I'll close when I've submitted the GEM dataset PR :) ",
"Closed by https://github.com/huggingface/datasets/pull/1807"
] | 2021-01-31T21:17:19Z | 2021-02-02T13:17:38Z | 2021-02-02T13:17:28Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/1800 | 1,800 | Add DuoRC Dataset | {
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"Thanks for approving @lhoestq!\r\nWill apply these changes for the other datasets I've added too."
] | 2021-01-31T20:01:59Z | 2021-02-03T05:01:45Z | 2021-02-02T22:49:26Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hi,
DuoRC SelfRC is one type of the [DuoRC Dataset](https://duorc.github.io/). DuoRC SelfRC is a crowdsourced Abstractive/Extractive Question-Answering dataset based on Wikipedia movie plots. It contains examples that may have answers in the movie plot, synthesized answers which are not present in the movie plot, or... | {
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https://github.com/huggingface/datasets/pull/1799 | 1,799 | Update: SWDA - Fixed code to use all metadata features. Added comments and cleaned c… | {
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"@yjernite Pushed all the changes you recommended. Thank you for your help!"
] | 2021-01-31T19:18:55Z | 2021-02-09T22:06:13Z | 2021-02-09T15:49:58Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This is a dataset I currently use my research and I realized some features are not being returned.
Previous code was not using all available metadata and was kind of messy
I fixed code to use all metadata and made some modification to be more efficient and better formatted.
Please let me know if I need to ma... | {
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https://github.com/huggingface/datasets/pull/1798 | 1,798 | Add Arabic sarcasm dataset | {
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"@lhoestq thanks for the comments - I believe these are now addressed. I re-generated the datasets_info.json and dummy data"
] | 2021-01-31T17:38:55Z | 2021-02-10T20:39:13Z | 2021-02-03T10:35:54Z | CONTRIBUTOR | false | {
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Via https://sites.google.com/view/ar-sarcasm-sentiment-detection/ | {
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https://github.com/huggingface/datasets/issues/1797 | 1,797 | Connection error | {
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"Hi ! For future references let me add a link to our discussion here : https://github.com/huggingface/datasets/issues/759#issuecomment-770684693\r\n\r\nLet me know if you manage to fix your proxy issue or if we can do something on our end to help you :)"
] | 2021-01-30T07:32:45Z | 2021-08-04T18:09:37Z | 2021-08-04T18:09:37Z | NONE | null | null | Hi
I am hitting to the error, help me and thanks.
`train_data = datasets.load_dataset("xsum", split="train")`
`ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/1.0.2/datasets/xsum/xsum.py` | {
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https://github.com/huggingface/datasets/issues/1796 | 1,796 | Filter on dataset too much slowww | {
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"When I use the filter on the arrow table directly, it works like butter. But I can't find a way to update the table in `Dataset` object.\r\n\r\n```\r\nds_table = dataset.data.filter(mask=dataset['flag'])\r\n```",
"@thomwolf @lhoestq can you guys please take a look and recommend some solution.",
"Hi ! Currently... | 2021-01-30T04:09:19Z | 2025-05-15T13:19:55Z | null | NONE | null | null | I have a dataset with 50M rows.
For pre-processing, I need to tokenize this and filter rows with the large sequence.
My tokenization took roughly 12mins. I used `map()` with batch size 1024 and multi-process with 96 processes.
When I applied the `filter()` function it is taking too much time. I need to filter se... | null | {
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https://github.com/huggingface/datasets/pull/1795 | 1,795 | Custom formatting for lazy map + arrow data extraction refactor | {
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"This PR is amazing!!!\r\n\r\nI only looked at `arrow_dataset.py` and `formatting/formatting.py` but those look good to me.\r\n\r\nMy only (tiny) concern is the name of the function: I don't think it's self-evident that `set_format` applies a generic transformation, and some people might not look too far into the d... | 2021-01-29T16:35:53Z | 2022-07-30T09:50:11Z | 2021-02-05T09:54:06Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hi !
This PR refactors the way data are extracted from pyarrow tables to extend it to the use of custom formatting functions.
While the internal storage of the dataset is always the Apache Arrow format, by setting a specific format on a dataset, you can cast the output of `datasets.Dataset.__getitem__` in NumPy/p... | {
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https://github.com/huggingface/datasets/pull/1794 | 1,794 | Move silicone directory | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The dataset was added in #1761 but not in the right directory. I'm moving it to /datasets | {
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https://github.com/huggingface/datasets/pull/1793 | 1,793 | Minor fix the docstring of load_metric | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Minor fix:
- duplicated attributes
- format fix | {
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https://github.com/huggingface/datasets/pull/1792 | 1,792 | Allow loading dataset in-memory | {
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"I am wondering how to test their difference...",
"> ring how to test their difference...\r\n\r\nHmm I don't think pyarrow exposes an API to check if a Table comes from a file that is memory-mapped. In particular since all the buffer/memory logic is in the C++ part of pyarrow.\r\n\r\nOtherwise we can still check ... | 2021-01-29T14:39:50Z | 2021-02-12T14:13:28Z | 2021-02-12T14:13:28Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Allow loading datasets either from:
- memory-mapped file (current implementation)
- from file descriptor, copying data to physical memory
Close #708 | {
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https://github.com/huggingface/datasets/pull/1791 | 1,791 | Small fix with corrected logging of train vectors | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Now you can set `train_size` to the whole dataset size via `train_size = -1` and login writes not `Training the index with the first -1 vectors` but (for example) `Training the index with the first 16123 vectors`. And maybe more than dataset length. Logging will be correct | {
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https://github.com/huggingface/datasets/issues/1790 | 1,790 | ModuleNotFoundError: No module named 'apache_beam', when specific languages. | {
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"Hi !\r\n\r\nApache Beam is a framework used to define data transformation pipelines. These pipeline can then be run in many runtimes: DataFlow, Spark, Flink, etc. There also exist a local runner called the DirectRunner.\r\nWikipedia is a dataset that requires some parsing, so to allow the processing to be run on t... | 2021-01-29T08:17:24Z | 2021-03-25T12:10:51Z | null | CONTRIBUTOR | null | null | ```py
import datasets
wiki = datasets.load_dataset('wikipedia', '20200501.ja', cache_dir='./datasets')
```
then `ModuleNotFoundError: No module named 'apache_beam'` happend.
The error doesn't appear when it's '20200501.en'.
I don't know Apache Beam, but according to #498 it isn't necessary when it's saved to lo... | null | {
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