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[to_tf_dataset] Use Feather for better compatibility with TensorFlow ?
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2022-06-22T14:42:00Z
2022-10-11T08:45:45Z
null
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To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory. It seems that using `tensorflow_...
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Fix timestamp conversion from Pandas to Python datetime in streaming mode
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2022-06-22T13:40:01Z
2022-06-22T16:39:27Z
2022-06-22T16:29:09Z
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Arrow accepts both pd.Timestamp and datetime.datetime objects to create timestamp arrays. However a timestamp array is always converted to datetime.datetime objects. This created an inconsistency between streaming in non-streaming. e.g. the `ett` dataset outputs datetime.datetime objects in non-streaming but pd.tim...
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Avoid splitting by` .py` for the file.
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2022-06-22T13:26:55Z
2022-07-07T13:17:44Z
2022-07-07T13:17:44Z
NONE
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https://github.com/huggingface/datasets/blob/90b3a98065556fc66380cafd780af9b1814b9426/src/datasets/load.py#L272 Hello, Thanks you for this library . I was using it and I had one edge case. my home folder name ends with `.py` it is `/home/espoir.py` so anytime I am running the code to load a local module thi...
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PR_kwDODunzps46GfWv
4,539
Replace deprecated logging.warn with logging.warning
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2022-06-22T08:32:29Z
2022-06-22T13:43:23Z
2022-06-22T12:51:51Z
CONTRIBUTOR
null
Replace `logging.warn` (deprecated in [Python 2.7, 2011](https://github.com/python/cpython/commit/04d5bc00a219860c69ea17eaa633d3ab9917409f)) with `logging.warning` (added in [Python 2.3, 2003](https://github.com/python/cpython/commit/6fa635df7aa88ae9fd8b41ae42743341316c90f7)). * https://docs.python.org/3/library/log...
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Dataset Viewer issue for Pile of Law
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2022-06-22T02:48:40Z
2022-06-27T07:30:23Z
2022-06-26T22:26:22Z
NONE
null
### Link https://huggingface.co/datasets/pile-of-law/pile-of-law ### Description Hi, I would like to turn off the dataset viewer for our dataset without enabling access requests. To comply with upstream dataset creator requests/licenses, we would like to make sure that the data is not indexed by search engines...
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Fix WMT dataset loading issue and docs update
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2022-06-21T21:48:02Z
2022-06-24T07:05:43Z
2022-06-24T07:05:10Z
CONTRIBUTOR
null
This PR is a fix for #4354 Changes are made for `wmt14`, `wmt15`, `wmt16`, `wmt17`, `wmt18`, `wmt19` and `wmt_t2t`. And READMEs are updated for the corresponding datasets. As I am on a M1 Mac, I am not able to create a virtual `dev` environment using `pip install -e ".[dev]"`. Issue is with `tensorflow-text` not...
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Properly raise FileNotFound even if the dataset is private
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2022-06-21T17:05:50Z
2022-06-28T10:46:51Z
2022-06-28T10:36:10Z
MEMBER
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`tests/test_load.py::test_load_streaming_private_dataset` was failing because the hub now returns 401 when getting the HfApi.dataset_info of a dataset without authentication. `load_dataset` was raising ConnectionError, while it should be FileNoteFoundError since it first checks for local files before checking the Hub. ...
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Add `batch_size` parameter when calling `add_faiss_index` and `add_faiss_index_from_external_arrays`
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2022-06-21T12:18:49Z
2022-06-27T16:25:09Z
2022-06-27T16:14:36Z
CONTRIBUTOR
null
Currently, even though the `batch_size` when adding vectors to the FAISS index can be tweaked in `FaissIndex.add_vectors()`, the function `ArrowDataset.add_faiss_index` doesn't have either the parameter `batch_size` to be propagated to the nested `FaissIndex.add_vectors` function or `*args, **kwargs`, so on, this PR ad...
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Add `tldr_news` dataset
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2022-06-21T05:02:43Z
2022-06-23T14:33:54Z
2022-06-21T14:21:11Z
NONE
null
This PR aims at adding support for a news dataset: `tldr news`. This dataset is based on the daily [tldr tech newsletter](https://tldr.tech/newsletter) and contains a `headline` as well as a `content` for every piece of news contained in a newsletter.
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Timestamp not returned as datetime objects in streaming mode
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2022-06-20T17:28:47Z
2022-06-22T16:29:09Z
2022-06-22T16:29:09Z
MEMBER
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As reported in (internal) https://github.com/huggingface/datasets-server/issues/397 ```python >>> from datasets import load_dataset >>> dataset = load_dataset("ett", name="h2", split="test", streaming=True) >>> d = next(iter(dataset)) >>> d['start'] Timestamp('2016-07-01 00:00:00') ``` while loading in non-...
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Add Video feature
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2022-06-20T16:36:41Z
2022-11-10T16:59:51Z
2022-11-10T16:59:51Z
CONTRIBUTOR
null
The following adds a `Video` feature for encoding/decoding videos on the fly from in memory bytes. It uses my own `encoded-video` library which is basically `pytorchvideo`'s encoded video but with all the `torch` specific stuff stripped out. Because of that, and because the tool I used under the hood is not very mature...
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Dataset Viewer issue for CSV datasets
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2022-06-20T14:56:24Z
2022-06-21T08:28:46Z
2022-06-21T08:28:27Z
CONTRIBUTOR
null
### Link https://huggingface.co/datasets/scikit-learn/breast-cancer-wisconsin ### Description I'm populating CSV datasets [here](https://huggingface.co/scikit-learn) but the viewer is not enabled and it looks for a dataset loading script, the datasets aren't on queue as well. You can replicate the problem by sim...
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Add AudioFolder packaged loader
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2022-06-20T12:54:02Z
2022-08-22T14:36:49Z
2022-08-22T14:20:40Z
CONTRIBUTOR
null
will close #3964 AudioFolder is almost identical to ImageFolder except for inferring labels is not the default behavior (`drop_labels` is set to True in config), the option of inferring them is preserved though. The weird thing is happening with the `test_data_files_with_metadata_and_archives` when `streaming` i...
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Ecoset
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2022-06-20T10:39:34Z
2022-06-21T16:17:16Z
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## Adding a Dataset - **Name:** *Ecoset* - **Description:** *https://www.kietzmannlab.org/ecoset/* - **Paper:** *https://doi.org/10.1073/pnas.2011417118* - **Data:** *https://codeocean.com/capsule/9570390/tree/v1* - **Motivation:** **Ecoset** was created as a clean and ecologically valid alternative to **Imagen...
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Memory leak when iterating a Dataset
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2022-06-20T10:03:14Z
2022-09-12T08:51:39Z
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MEMBER
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e## Describe the bug It seems that memory never gets freed after iterating a `Dataset` (using `.map()` or a simple `for` loop) ## Steps to reproduce the bug ```python import gc import logging import time import pyarrow from datasets import load_dataset from tqdm import trange import os, psutil logging.ba...
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Dataset Viewer issue for vadis/sv-ident
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2022-06-20T08:47:42Z
2022-06-21T16:42:46Z
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MEMBER
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### Link https://huggingface.co/datasets/vadis/sv-ident ### Description The dataset preview does not work: ``` Server Error Status code: 400 Exception: Status400Error Message: The dataset does not exist. ``` However, the dataset is streamable and works locally: ```python In [1]: from dataset...
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split cache used when processing different split
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2022-06-20T08:44:58Z
2022-06-28T14:04:58Z
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CONTRIBUTOR
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## Describe the bug` ``` ds1 = load_dataset('squad', split='validation') ds2 = load_dataset('squad', split='train') ds1 = ds1.map(some_function) ds2 = ds2.map(some_function) assert ds1 == ds2 ``` This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through ``` class myDataModule: ...
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Out of memory error on workers while running Beam+Dataflow
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2022-06-20T07:28:12Z
2022-06-30T09:33:57Z
null
MEMBER
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## Describe the bug While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files). Previously we ran the preprocessing for the "dev" config (only dev files) with success. Train data files are larger than dev ones and apparently worker...
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Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException)
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2022-06-18T23:36:45Z
2022-06-21T00:38:20Z
null
NONE
null
## Describe the bug When downloading some `wikipedia` languages (in particular, I'm having a hard time with Spanish, Cebuano, and Russian) via FlinkRunner, I encounter the exception in the title. I have been playing with package versions a lot, because unfortunately, the different dependencies required by these packag...
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Update download url and improve card of `cats_vs_dogs` dataset
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2022-06-17T12:59:44Z
2022-06-21T14:23:26Z
2022-06-21T14:13:08Z
CONTRIBUTOR
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Improve the download URL (reported here: https://huggingface.co/datasets/cats_vs_dogs/discussions/1), remove the `image_file_path` column (not used in Transformers, so it should be safe) and add more info to the card.
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Try to reduce the number of datasets that require manual download
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2022-06-17T11:42:03Z
2022-06-17T11:52:48Z
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CONTRIBUTOR
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> Currently, 41 canonical datasets require manual download. I checked their scripts and I'm pretty sure this number can be reduced to ≈ 30 by not relying on bash scripts to download data, hosting data directly on the Hub when the license permits, etc. Then, we will mostly be left with datasets with restricted access, w...
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4,521
Datasets method `.map` not hashing
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2022-06-17T11:31:10Z
2022-08-04T12:08:16Z
2022-06-28T13:23:05Z
CONTRIBUTOR
null
## Describe the bug Datasets method `.map` not hashing, even with an empty no-op function ## Steps to reproduce the bug ```python from datasets import load_dataset # download 9MB dummy dataset ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean") def prepare_dataset(batch): return(b...
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4,520
Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map`
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2022-06-17T10:47:17Z
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2022-06-28T14:04:29Z
CONTRIBUTOR
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Dataclasses cannot be hashed. As a result, they cannot be hashed or cached if used in the `.map` method. Dataclasses are used extensively in Transformers examples scripts: (c.f. [CTC example](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py)). Since...
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Create new sections for audio and vision in guides
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2022-06-16T21:38:24Z
2022-07-07T15:36:37Z
2022-07-07T15:24:58Z
MEMBER
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This PR creates separate sections in the guides for audio, vision, text, and general usage so it is easier for users to find loading, processing, or sharing guides specific to the dataset type they're working with. It'll also allow us to scale the docs to additional dataset types - like time series, tabular, etc. - whi...
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Patch tests for hfh v0.8.0
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2022-06-16T19:45:32Z
2022-06-17T16:15:57Z
2022-06-17T16:06:07Z
MEMBER
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This PR patches testing utilities that would otherwise fail with hfh v0.8.0.
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Add tags for task_ids:summarization-* and task_categories:summarization*
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2022-06-16T18:52:25Z
2022-07-08T15:14:23Z
2022-07-08T15:02:31Z
CONTRIBUTOR
null
yaml header at top of README.md file was edited to add task tags because I couldn't find the existing tags in the json separate Pull Request will modify dataset_infos.json to add these tags The Enron dataset (dataset id aeslc) is only tagged with: arxiv:1906.03497' languages:en pretty_name:AESLC ...
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Fix hashing for python 3.9
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MEMBER
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In python 3.9, pickle hashes the `glob_ids` dictionary in addition to the `globs` of a function. Therefore the test at `tests/test_fingerprint.py::RecurseDumpTest::test_recurse_dump_for_function_with_shuffled_globals` is currently failing for python 3.9 To make hashing deterministic when the globals are not in th...
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Add uppercased versions of image file extensions for automatic module inference
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2022-06-16T14:14:49Z
2022-06-16T17:21:53Z
2022-06-16T17:11:41Z
CONTRIBUTOR
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Adds the uppercased versions of the image file extensions to the supported extensions. Another approach would be to call `.lower()` on extensions while resolving data files, but uppercased extensions are not something we want to encourage out of the box IMO unless they are commonly used (as they are in the vision d...
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Allow .JPEG as a file extension
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2022-06-16T12:36:20Z
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NONE
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## Describe the bug When loading image data, HF datasets seems to recognize `.jpg` and `.jpeg` file extensions, but not e.g. .JPEG. As the naming convention .JPEG is used in important datasets such as imagenet, I would welcome if according extensions like .JPEG or .JPG would be allowed. ## Steps to reproduce the bu...
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Update Google Cloud Storage documentation and add Azure Blob Storage example
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2022-06-16T11:46:09Z
2022-06-23T17:05:11Z
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CONTRIBUTOR
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While I was going through the 🤗 Datasets documentation of the Cloud storage filesystems at https://huggingface.co/docs/datasets/filesystems, I realized that the Google Cloud Storage documentation could be improved e.g. bullet point says "Load your dataset" when the actual call was to "Save your dataset", in-line code ...
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Add links to vision tasks scripts in ADD_NEW_DATASET template
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CONTRIBUTOR
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Add links to vision dataset scripts in the ADD_NEW_DATASET template.
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Support all negative values in ClassLabel
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2022-06-16T09:59:39Z
2022-07-28T16:03:27Z
2022-06-16T13:54:07Z
MEMBER
null
We usually use -1 to represent a missing label, but we should also support any negative values (some users use -100 for example). This is a regression from `datasets` 2.3 Fix https://github.com/huggingface/datasets/issues/4508
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PR_kwDODunzps45wq6o
4,510
Add regression test for `ArrowWriter.write_batch` when batch is empty
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2022-06-16T08:53:51Z
2022-06-16T12:38:02Z
2022-06-16T12:28:19Z
CONTRIBUTOR
null
As spotted by @cccntu in #4502, there's a logic bug in `ArrowWriter.write_batch` as the if-statement to handle the empty batches as detailed in the docstrings of the function ("Ignores the batch if it appears to be empty, preventing a potential schema update of unknown types."), the current if-statement is not handling...
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4,509
Support skipping Parquet to Arrow conversion when using Beam
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2022-06-16T08:25:38Z
2022-11-07T16:22:41Z
2022-11-07T16:22:41Z
MEMBER
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4,508
cast_storage method from datasets.features
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2022-06-15T20:47:22Z
2022-06-16T13:54:07Z
2022-06-16T13:54:07Z
NONE
null
## Describe the bug A bug occurs when mapping a function to a dataset object. I ran the same code with the same data yesterday and it worked just fine. It works when i run locally on an old version of datasets. ## Steps to reproduce the bug Steps are: - load whatever datset - write a preprocessing function such ...
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I_kwDODunzps5L2pP8
4,507
How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script
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2022-06-15T18:56:34Z
2022-06-16T10:40:08Z
2022-06-16T10:40:08Z
NONE
null
If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair. Or I can paraphrase the question in the following way: how to skip `_spl...
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4,506
Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results
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2022-06-15T17:11:31Z
2023-02-16T03:14:32Z
2022-06-28T13:23:05Z
NONE
null
## Describe the bug Sometimes I get messages about not being able to hash a method: `Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset. _map_single couldn't be hashed properly, a random hash was used instead. Make sur...
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1,272,477,226
PR_kwDODunzps45uH-o
4,505
Fix double dots in data files
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2022-06-15T16:31:04Z
2022-06-15T17:15:58Z
2022-06-15T17:05:53Z
MEMBER
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As mentioned in https://github.com/huggingface/transformers/pull/17715 `data_files` can't find a file if the path contains double dots `/../`. This has been introduced in https://github.com/huggingface/datasets/pull/4412, by trying to ignore hidden files and directories (i.e. if they start with a dot) I fixed this a...
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Can you please add the Stanford dog dataset?
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2022-06-15T15:39:35Z
2022-07-09T04:47:47Z
null
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## Adding a Dataset - **Name:** *Stanford dog dataset* - **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Data:** *[link to the Github...
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Refactor and add metadata to fever dataset
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2022-06-15T14:59:47Z
2022-07-06T11:54:15Z
2022-07-06T11:41:30Z
MEMBER
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Related to: #4452 and #3792.
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Logic bug in arrow_writer?
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2022-06-15T14:50:00Z
2022-06-18T15:15:51Z
2022-06-18T15:15:51Z
CONTRIBUTOR
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https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488 I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows: ``` - if batch_examples and len(next(iter(batch_examples.values())...
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2022-06-15T14:12:17Z
2022-06-15T15:11:05Z
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Add `concatenate_datasets` for iterable datasets
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2022-06-15T13:58:50Z
2022-06-28T21:25:39Z
2022-06-28T21:15:04Z
MEMBER
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`concatenate_datasets` currently only supports lists of `datasets.Dataset`, not lists of `datasets.IterableDataset` like `interleave_datasets` Fix https://github.com/huggingface/datasets/issues/2564 I also moved `_interleave_map_style_datasets` from combine.py to arrow_dataset.py, since the logic depends a lot on...
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4,499
fix ETT m1/m2 test/val dataset
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2022-06-15T11:51:02Z
2022-06-15T14:55:56Z
2022-06-15T14:45:13Z
CONTRIBUTOR
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https://huggingface.co/datasets/ett/discussions/1
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WER and CER > 1
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2022-06-15T11:35:12Z
2022-06-15T16:38:05Z
2022-06-15T16:38:05Z
NONE
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## Describe the bug It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd. If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#...
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Re-add download_manager module in utils
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2022-06-15T09:44:33Z
2022-06-15T10:33:28Z
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https://github.com/huggingface/datasets/pull/4384 moved `datasets.utils.download_manager` to `datasets.download.download_manager` This breaks `evaluate` which imports `DownloadMode` from `datasets.utils.download_manager` This PR re-adds `datasets.utils.download_manager` without circular imports. We could also...
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Replace `assertEqual` with `assertTupleEqual` in unit tests for verbosity
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2022-06-15T09:29:16Z
2022-07-07T17:06:51Z
2022-07-07T16:55:48Z
CONTRIBUTOR
null
As detailed in #4419 and as suggested by @mariosasko, we could replace the `assertEqual` assertions with `assertTupleEqual` when the assertion is between Tuples, in order to make the tests more verbose.
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Fix patching module that doesn't exist
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2022-06-15T08:17:50Z
2022-06-15T16:40:49Z
2022-06-15T08:54:09Z
MEMBER
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing Bug introduced by #4375 Fix https://github.com/hugging...
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Patching fails for modules that are not installed or don't exist
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2022-06-15T08:17:29Z
2022-06-15T08:54:09Z
2022-06-15T08:54:09Z
MEMBER
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing We use patching to extend such functions to support remot...
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Add `@transmit_format` in `flatten`
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2022-06-14T20:09:09Z
2022-09-27T11:37:25Z
2022-09-27T10:48:54Z
CONTRIBUTOR
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As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@transmit_format` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated. **Edit**: according to @mariosasko com...
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Pin the revision in imagenet download links
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2022-06-14T17:15:17Z
2022-06-14T17:35:13Z
2022-06-14T17:25:45Z
MEMBER
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Use the commit sha in the data files URLs of the imagenet-1k download script, in case we want to restructure the data files in the future. For example we may split it into many more shards for better paralellism. cc @mariosasko
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Dataset Viewer issue for Pavithree/test
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2022-06-14T14:37:21Z
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### Link https://huggingface.co/datasets/Pavithree/test ### Description I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi...
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Use `torch.nested_tensor` for arrays of varying length in torch formatter
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2022-06-14T12:19:40Z
2022-06-14T12:19:40Z
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CONTRIBUTOR
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Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`. The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature.
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Add SV-Ident dataset
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1,270,613,857
PR_kwDODunzps45n6Ja
4,488
Update PASS dataset version
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2022-06-14T10:47:14Z
2022-06-14T16:41:55Z
2022-06-14T16:32:28Z
CONTRIBUTOR
null
Update the PASS dataset to version v3 (the newest one) from the [version history](https://github.com/yukimasano/PASS/blob/main/version_history.txt). PS: The older versions are not exposed as configs in the script because v1 was removed from Zenodo, and the same thing will probably happen to v2.
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PR_kwDODunzps45nm5J
4,487
Support streaming UDHR dataset
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2022-06-14T09:33:33Z
2022-06-15T05:09:22Z
2022-06-15T04:59:49Z
MEMBER
null
This PR: - Adds support for streaming UDHR dataset - Adds the BCP 47 language code as feature
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4,486
Add CCAgT dataset
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2022-06-13T14:20:19Z
2022-07-04T14:37:03Z
2022-07-04T14:25:45Z
NONE
null
As described in #4075 I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image.
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4,485
Fix cast to null
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2022-06-13T13:44:32Z
2022-06-14T13:43:54Z
2022-06-14T13:34:14Z
MEMBER
null
It currently fails with `ArrowNotImplementedError` instead of `TypeError` when one tries to cast integer to null type. Because if this, type inference breaks when one replaces null values with integers in `map` (it first tries to cast to the previous type before inferring the new type). Fix https://github.com/hug...
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PR_kwDODunzps45jywZ
4,484
Better ImportError message when a dataset script dependency is missing
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2022-06-13T12:44:37Z
2022-07-08T14:30:44Z
2022-06-13T13:50:47Z
MEMBER
null
When a depenency is missing for a dataset script, an ImportError message is shown, with a tip to install the missing dependencies. This message is not ideal at the moment: it may show duplicate dependencies, and is not very readable. I improved it from ``` ImportError: To be able to use bigbench, you need to insta...
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4,483
Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists
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2022-06-13T10:47:52Z
2022-06-14T13:34:14Z
2022-06-14T13:34:14Z
CONTRIBUTOR
null
## Describe the bug Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'. This appears to be due to the interaction of arrow internals and some assumptions made by datasets. T...
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PR_kwDODunzps45jS_c
4,482
Test that TensorFlow is not imported on startup
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2022-06-13T10:33:49Z
2022-07-06T15:19:53Z
null
MEMBER
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TF takes some time to be imported, and also uses some GPU memory. I just added a test to make sure that in the future it's never imported by default when ```python import datasets ``` is called. Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra...
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4,481
Fix iwslt2017
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2022-06-13T09:51:21Z
2022-10-26T09:09:31Z
2022-06-13T10:40:18Z
MEMBER
null
The files were moved to google drive, I hosted them on the Hub instead (ok according to the license) I also updated the `datasets_infos.json`
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I_kwDODunzps5LojTf
4,480
Bigbench tensorflow GPU dependency
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2022-06-13T05:24:06Z
2022-06-14T19:45:24Z
2022-06-14T19:45:23Z
CONTRIBUTOR
null
## Describe the bug Loading bigbech ```py from datasets import load_dataset dataset = load_dataset("bigbench","swedish_to_german_proverbs") ``` tries to use gpu and fails with OOM with the following error ``` Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera...
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PR_kwDODunzps45hHtZ
4,479
Include entity positions as feature in ReCoRD
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2022-06-12T11:56:28Z
2022-08-19T23:23:02Z
2022-08-19T13:23:48Z
CONTRIBUTOR
null
https://huggingface.co/datasets/super_glue/viewer/record/validation TLDR: We need to record entity positions, which are included in the source data but excluded by the loading script, to enable efficient and effective training for ReCoRD. Currently, the loading script ignores the entity positions ("entity_start",...
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4,478
Dataset slow during model training
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2022-06-11T19:40:19Z
2022-06-14T12:04:31Z
null
NONE
null
## Describe the bug While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training. First, I have optimized my dataset following https://discuss.huggingface.co/...
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4,477
Dataset Viewer issue for fgrezes/WIESP2022-NER
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2022-06-11T15:49:17Z
2022-07-18T13:07:33Z
2022-07-18T13:07:33Z
NONE
null
### Link _No response_ ### Description _No response_ ### Owner _No response_
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`to_pandas` doesn't take into account format.
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2022-06-10T20:25:31Z
2022-06-15T17:41:41Z
2022-06-15T17:41:41Z
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`. **Describe the solu...
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Improve error message for missing pacakges from inside dataset script
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2022-06-10T16:59:36Z
2022-10-06T13:46:26Z
2022-06-13T13:16:43Z
CONTRIBUTOR
null
Improve the error message for missing packages from inside a dataset script: With this change, the error message for missing packages for `bigbench` looks as follows: ``` ImportError: To be able to use bigbench, you need to install the following dependencies: - 'bigbench' using 'pip install "bigbench @ ht...
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[Docs] How to use with PyTorch page
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2022-06-10T16:25:49Z
2022-06-14T14:40:32Z
2022-06-14T14:04:33Z
MEMBER
null
Currently the docs about PyTorch are scattered around different pages, and we were missing a place to explain more in depth how to use and optimize a dataset for PyTorch. This PR is related to #4457 which is the TF counterpart :) cc @Rocketknight1 we can try to align both documentations contents now I think cc @s...
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Add SST-2 dataset
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2022-06-10T13:37:26Z
2022-06-13T14:11:34Z
2022-06-13T14:01:09Z
MEMBER
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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
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Fix 401 error for unauthticated requests to non-existing repos
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2022-06-10T12:38:11Z
2022-06-10T13:05:11Z
2022-06-10T12:55:57Z
MEMBER
null
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`
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CI error with repo lhoestq/_dummy
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2022-06-10T12:26:06Z
2022-06-10T13:24:53Z
2022-06-10T13:24:53Z
MEMBER
null
## 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...
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Reorder returned validation/test splits in script template
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2022-06-10T12:21:13Z
2022-06-10T18:04:10Z
2022-06-10T17:54:50Z
MEMBER
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Replace data URLs in wider_face dataset once hosted on the Hub
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2022-06-10T08:13:25Z
2022-06-10T16:42:08Z
2022-06-10T16:32:46Z
MEMBER
null
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.
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Generalize tutorials for audio and vision
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2022-06-09T22:00:44Z
2022-06-14T16:22:02Z
2022-06-14T16:12:00Z
MEMBER
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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...
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Transcript string 'null' converted to [None] by load_dataset()
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2022-06-09T14:26:00Z
2022-06-09T17:55:37Z
2022-06-09T16:29:02Z
NONE
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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: ``` ...
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Optimize contiguous shard and select
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2022-06-09T13:45:39Z
2022-06-14T16:04:30Z
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MEMBER
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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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Fix bigbench config names
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2022-06-09T08:06:19Z
2022-06-09T14:38:36Z
2022-06-09T14:29:19Z
MEMBER
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Fix https://github.com/huggingface/datasets/issues/4462 in the case of bigbench
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4,464
Extend support for streaming datasets that use xml.dom.minidom.parse
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2022-06-09T06:58:25Z
2022-06-09T08:43:24Z
2022-06-09T08:34:16Z
MEMBER
null
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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4,463
Use config_id to check split sizes instead of config name
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2022-06-08T17:45:24Z
2022-06-09T08:15:43Z
2022-06-09T08:06:37Z
MEMBER
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Fix https://github.com/huggingface/datasets/issues/4462
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BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter
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2022-06-08T17:31:24Z
2022-07-05T07:39:55Z
null
MEMBER
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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 ...
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AttributeError: module 'datasets' has no attribute 'load_dataset'
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2022-06-08T13:59:20Z
2022-06-08T14:41:00Z
2022-06-08T14:41:00Z
NONE
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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
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Drop Python 3.6 support
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2022-06-08T12:10:18Z
2022-07-26T19:16:39Z
2022-07-26T19:04:21Z
CONTRIBUTOR
null
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.
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Add and fix language tags for udhr dataset
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2022-06-08T12:03:42Z
2022-06-08T12:36:24Z
2022-06-08T12:27:13Z
MEMBER
null
Related to #4362.
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First draft of the docs for TF + Datasets
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2022-06-07T16:06:48Z
2022-06-14T16:08:41Z
2022-06-14T15:59:08Z
MEMBER
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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.
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Workflow for Tabular data
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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...
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Update data URLs in fever dataset
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2022-06-07T10:40:54Z
2022-06-08T07:24:54Z
2022-06-08T07:16:17Z
MEMBER
null
As stated in their website, data owners updated their URLs on 28/04/2022. This PR updates the data URLs. Fix #4452.
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Dataset Viewer issue for Yaxin/SemEval2015
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2022-06-07T03:31:46Z
2022-06-07T11:53:11Z
2022-06-07T11:53:11Z
NONE
null
### Link _No response_ ### Description the link could not visit ### Owner _No response_
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Dataset Viewer issue for Yaxin/SemEval2015
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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4,452
Trying to load FEVER dataset results in NonMatchingChecksumError
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2022-06-06T23:13:15Z
2022-12-15T13:36:40Z
2022-06-08T07:16:16Z
NONE
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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...
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Use newer version of multi-news with fixes
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2022-06-06T16:57:08Z
2022-06-07T17:40:01Z
2022-06-07T17:14:44Z
CONTRIBUTOR
null
Closes #4430.
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Update README.md of fquad
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import android.content.DialogInterface; import android.database.Cursor; import android.os.Bundle; import android.view.View; import android.widget.ArrayAdapter; import android.widget.Button; import android.widget.EditText; import android.widget.Toast; import androidx.appcompat.app.AlertDialog; import androidx.appcompat...
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New Preprocessing Feature - Deduplication [Request]
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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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Minor fixes/improvements in `scene_parse_150` card
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2022-06-03T15:22:34Z
2022-06-06T15:50:25Z
2022-06-06T15:41:37Z
CONTRIBUTOR
null
Add `paperswithcode_id` and fix some links in the `scene_parse_150` card.
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Add missing kwargs to docstrings
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Fix missing args in docstring of load_dataset_builder
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2022-06-03T13:55:50Z
2022-06-03T14:35:32Z
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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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Fix kwargs in docstrings
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2022-06-03T10:29:02Z
2022-06-03T11:01:28Z
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MEMBER
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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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Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Dataset Viewer issue for amazon_polarity
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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...
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