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https://api.github.com/repos/huggingface/datasets/issues/3346 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3346/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3346/comments | https://api.github.com/repos/huggingface/datasets/issues/3346/events | https://github.com/huggingface/datasets/issues/3346 | 1,067,632,365 | I_kwDODunzps4_osbt | 3,346 | Failed to convert `string` with pyarrow for QED since 1.15.0 | {
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"Scratch that, probably the old and incompatible usage of dataset builder from promptsource.",
"Actually, re-opening this issue cause the error persists\r\n\r\n```python\r\n>>> load_dataset(\"qed\")\r\nDownloading and preparing dataset qed/qed (download: 13.43 MiB, generated: 9.70 MiB, post-processed: Unknown siz... | 2021-11-30T20:11:42Z | 2021-12-14T14:39:05Z | 2021-12-14T14:39:05Z | CONTRIBUTOR | null | null | null | ## Describe the bug
Loading QED was fine until 1.15.0.
related: bigscience-workshop/promptsource#659, bigscience-workshop/promptsource#670
Not sure where the root cause is, but here are some candidates:
- #3158
- #3120
- #3196
- #2891
## Steps to reproduce the bug
```python
load_dataset("qed")
```
## ... | {
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https://api.github.com/repos/huggingface/datasets/issues/1408 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1408/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1408/comments | https://api.github.com/repos/huggingface/datasets/issues/1408/events | https://github.com/huggingface/datasets/pull/1408 | 760,590,589 | MDExOlB1bGxSZXF1ZXN0NTM1Mzk3MTAw | 1,408 | adding fake-news-english | {
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"also don't forget to format your code using `make style` to fix the CI"
] | 2020-12-09T19:02:07Z | 2020-12-13T00:49:19Z | 2020-12-13T00:49:19Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/6136 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6136/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6136/comments | https://api.github.com/repos/huggingface/datasets/issues/6136/events | https://github.com/huggingface/datasets/issues/6136 | 1,844,887,866 | I_kwDODunzps5t9sE6 | 6,136 | CI check_code_quality error: E721 Do not compare types, use `isinstance()` | {
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```
src/datasets/utils/py_utils.py:689:12: E721 Do not compare types, use `isinstance()`
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https://api.github.com/repos/huggingface/datasets/issues/1491 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1491/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1491/comments | https://api.github.com/repos/huggingface/datasets/issues/1491/events | https://github.com/huggingface/datasets/pull/1491 | 762,920,920 | MDExOlB1bGxSZXF1ZXN0NTM3NDIxMTc3 | 1,491 | added opus GNOME data | {
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"merging since the Ci is fixed on master"
] | 2020-12-11T21:21:51Z | 2020-12-17T14:20:23Z | 2020-12-17T14:20:23Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/707 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/707/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/707/comments | https://api.github.com/repos/huggingface/datasets/issues/707/events | https://github.com/huggingface/datasets/issues/707 | 713,954,666 | MDU6SXNzdWU3MTM5NTQ2NjY= | 707 | Requirements should specify pyarrow<1 | {
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"Hello @mathcass I would want to work on this issue. May I do the same? ",
"@punitaojha, certainly. Feel free to work on this. Let me know if you need any help or clarity.",
"Hello @mathcass \r\n1. I did fork the repository and clone the same on my local system. \r\n\r\n2. Then learnt about how we can publish o... | 2020-10-02T23:39:39Z | 2020-12-04T08:22:39Z | 2020-10-04T20:50:28Z | NONE | null | null | null | I was looking at the docs on [Perplexity](https://huggingface.co/transformers/perplexity.html) via GPT2. When you load datasets and try to load Wikitext, you get the error,
```
module 'pyarrow' has no attribute 'PyExtensionType'
```
I traced it back to datasets having installed PyArrow 1.0.1 but there's not pinni... | {
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https://api.github.com/repos/huggingface/datasets/issues/1395 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1395/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1395/comments | https://api.github.com/repos/huggingface/datasets/issues/1395/events | https://github.com/huggingface/datasets/pull/1395 | 760,448,255 | MDExOlB1bGxSZXF1ZXN0NTM1Mjc4MTQ2 | 1,395 | Add WikiSource Dataset | {
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"@lhoestq fixed :) "
] | 2020-12-09T15:52:06Z | 2020-12-14T10:24:14Z | 2020-12-14T10:24:13Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3725 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3725/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3725/comments | https://api.github.com/repos/huggingface/datasets/issues/3725/events | https://github.com/huggingface/datasets/pull/3725 | 1,138,835,625 | PR_kwDODunzps4y3bOG | 3,725 | Pin pandas to avoid bug in streaming mode | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Temporarily pin pandas version to avoid bug in streaming mode (patching no longer works).
Related to #3724. | {
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https://api.github.com/repos/huggingface/datasets/issues/4405 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4405/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4405/comments | https://api.github.com/repos/huggingface/datasets/issues/4405/events | https://github.com/huggingface/datasets/issues/4405 | 1,248,574,087 | I_kwDODunzps5Ka7qH | 4,405 | [TypeError: Couldn't cast array of type] Cannot process dataset in v2.2.2 | {
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"And if the problem is that the way I am to construct the {Entity Type: list of spans} makes entity types without any spans hard to handle, is there a better way to meet the demand? Although I have verified that to make entity types without any spans to behave like `entity_chunk[label] = [[\"\"]]` can perform norma... | 2022-05-25T18:56:43Z | 2022-06-07T14:27:20Z | 2022-06-07T14:27:20Z | NONE | null | null | null | ## Describe the bug
I am trying to process the [conll2012_ontonotesv5](https://huggingface.co/datasets/conll2012_ontonotesv5) dataset in `datasets` v2.2.2 and am running into a type error when casting the features.
## Steps to reproduce the bug
```python
import os
from typing import (
List,
Dict,
)
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https://api.github.com/repos/huggingface/datasets/issues/3952 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3952/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3952/comments | https://api.github.com/repos/huggingface/datasets/issues/3952/events | https://github.com/huggingface/datasets/issues/3952 | 1,171,895,531 | I_kwDODunzps5F2bTr | 3,952 | Checksum error for glue sst2, stsb, rte etc datasets | {
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"Hi, @ravindra-ut.\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset(\"glue\", \"sst2\")\r\nDownloading builder script: 28.8kB [00:00, 11.6MB/s] ... | 2022-03-17T03:45:47Z | 2022-03-17T07:10:15Z | 2022-03-17T07:10:14Z | NONE | null | null | null | ## Describe the bug
Checksum error for glue sst2, stsb, rte etc datasets
## Steps to reproduce the bug
```python
>>> nlp.load_dataset('glue', 'sst2')
Downloading and preparing dataset glue/sst2 (download: 7.09 MiB, generated: 4.81 MiB, post-processed: Unknown sizetotal: 11.90 MiB) to
Downloading: 100%|████████... | {
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https://api.github.com/repos/huggingface/datasets/issues/5815 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5815/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5815/comments | https://api.github.com/repos/huggingface/datasets/issues/5815/events | https://github.com/huggingface/datasets/issues/5815 | 1,693,701,743 | I_kwDODunzps5k89Zv | 5,815 | Easy way to create a Kaggle dataset from a Huggingface dataset? | {
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"Hi @hrbigelow , I'm no expert for such a question so I'll ping @lhoestq from the `datasets` library (also this issue could be moved there if someone with permission can do it :) )",
"Hi ! Many datasets are made of several files, and how they are parsed often requires a python script. Because of that, datasets li... | 2023-05-02T21:43:33Z | 2023-07-26T16:13:31Z | null | NONE | null | null | null | I'm not sure whether this is more appropriately addressed with HuggingFace or Kaggle. I would like to somehow directly create a Kaggle dataset from a HuggingFace Dataset.
While Kaggle does provide the option to create a dataset from a URI, that URI must point to a single file. For example:
![image](https://user... | {
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https://api.github.com/repos/huggingface/datasets/issues/2115 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2115/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2115/comments | https://api.github.com/repos/huggingface/datasets/issues/2115/events | https://github.com/huggingface/datasets/issues/2115 | 841,283,974 | MDU6SXNzdWU4NDEyODM5NzQ= | 2,115 | The datasets.map() implementation modifies the datatype of os.environ object | {
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This causes following function calls to fail as follows:
`
x = os.environ.get("TEST_ENV_VARIABLE_AFTER_dataset_map", default=None)
TypeError: get() takes... | {
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https://api.github.com/repos/huggingface/datasets/issues/652 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/652/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/652/comments | https://api.github.com/repos/huggingface/datasets/issues/652/events | https://github.com/huggingface/datasets/pull/652 | 705,390,850 | MDExOlB1bGxSZXF1ZXN0NDkwMTI3MjIx | 652 | handle connection error in download_prepared_from_hf_gcs | {
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https://api.github.com/repos/huggingface/datasets/issues/5087 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5087/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5087/comments | https://api.github.com/repos/huggingface/datasets/issues/5087/events | https://github.com/huggingface/datasets/pull/5087 | 1,400,487,967 | PR_kwDODunzps5AW-N9 | 5,087 | Fix filter with empty indices | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-07T01:07:00Z | 2022-10-07T18:43:03Z | 2022-10-07T18:40:26Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3735 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3735/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3735/comments | https://api.github.com/repos/huggingface/datasets/issues/3735/events | https://github.com/huggingface/datasets/issues/3735 | 1,140,087,891 | I_kwDODunzps5D9FxT | 3,735 | Performance of `datasets` at scale | {
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"> using command line git-lfs - [...] 300MB/s!\r\n\r\nwhich server location did you upload from?",
"From GCP region `us-central1-a`.",
"The most surprising part to me is the saving time. Wondering if it could be due to compression (`ParquetWriter` uses SNAPPY compression by default; it can be turned off with `... | 2022-02-16T14:23:32Z | 2022-03-15T09:15:29Z | null | MEMBER | null | null | null | # Performance of `datasets` at 1TB scale
## What is this?
During the processing of a large dataset I monitored the performance of the `datasets` library to see if there are any bottlenecks. The insights of this analysis could guide the decision making to improve the performance of the library.
## Dataset
The da... | {
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https://api.github.com/repos/huggingface/datasets/issues/4019 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4019/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4019/comments | https://api.github.com/repos/huggingface/datasets/issues/4019/events | https://github.com/huggingface/datasets/pull/4019 | 1,180,628,293 | PR_kwDODunzps41AlFk | 4,019 | Make yelp_polarity streamable | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"The CI is failing because of the incomplete dataset card - this is unrelated to the goal of this PR so we can ignore it"
] | 2022-03-25T10:42:51Z | 2022-03-25T15:02:19Z | 2022-03-25T14:57:16Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | It was using `dl_manager.download_and_extract` on a TAR archive, which is not supported in streaming mode. I replaced this by `dl_manager.iter_archive` | {
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https://api.github.com/repos/huggingface/datasets/issues/5315 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5315/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5315/comments | https://api.github.com/repos/huggingface/datasets/issues/5315/events | https://github.com/huggingface/datasets/issues/5315 | 1,470,026,797 | I_kwDODunzps5XntQt | 5,315 | Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails | {
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"EDIT:\r\nI think in this case, the metadata files (either README or JSON) should not be read (i.e. `self.info.splits` should be None).\r\n\r\nOne idea: \r\n- I think ideally we should set this behavior when we pass `--save_info` to the CLI `test`\r\n- However, currently, the builder is unaware of this: `save_info`... | 2022-11-30T18:02:15Z | 2022-12-02T07:02:53Z | null | CONTRIBUTOR | null | null | null | ### Describe the bug
If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails.
That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f... | {
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https://api.github.com/repos/huggingface/datasets/issues/695 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/695/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/695/comments | https://api.github.com/repos/huggingface/datasets/issues/695/events | https://github.com/huggingface/datasets/pull/695 | 712,843,949 | MDExOlB1bGxSZXF1ZXN0NDk2MjU5NTM0 | 695 | Update XNLI download link | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/695... | The old link isn't working anymore. I updated it with the new official link.
Fix #690 | {
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https://api.github.com/repos/huggingface/datasets/issues/4820 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4820/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4820/comments | https://api.github.com/repos/huggingface/datasets/issues/4820/events | https://github.com/huggingface/datasets/issues/4820 | 1,335,117,132 | I_kwDODunzps5PlEVM | 4,820 | Terminating: fork() called from a process already using GNU OpenMP, this is unsafe. | {
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"Fixed by installing either resampy<3 or resampy>=4"
] | 2022-08-10T19:42:33Z | 2022-08-10T19:53:10Z | 2022-08-10T19:53:10Z | NONE | null | null | null | Hi, when i try to run prepare_dataset function in [fine tuning ASR tutorial 4](https://colab.research.google.com/github/patrickvonplaten/notebooks/blob/master/Fine_tuning_Wav2Vec2_for_English_ASR.ipynb) , i got this error.
I got this error
Terminating: fork() called from a process already using GNU OpenMP, this is un... | {
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https://api.github.com/repos/huggingface/datasets/issues/710 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/710/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/710/comments | https://api.github.com/repos/huggingface/datasets/issues/710/events | https://github.com/huggingface/datasets/pull/710 | 714,186,999 | MDExOlB1bGxSZXF1ZXN0NDk3MzQ1NjQ0 | 710 | fix README typos/ consistency | {
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https://api.github.com/repos/huggingface/datasets/issues/1529 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1529/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1529/comments | https://api.github.com/repos/huggingface/datasets/issues/1529/events | https://github.com/huggingface/datasets/pull/1529 | 764,748,410 | MDExOlB1bGxSZXF1ZXN0NTM4NjY4MjU4 | 1,529 | Ro sent | {
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"Hi @iliemihai, it looks like this PR holds changes from your previous PR #1493 .\r\nWould you mind removing them from the branch please ?",
"@SBrandeis I am sorry. Yes I will remove them. Thank you :D ",
"Hi @lhoestq @SBrandeis @iliemihai\r\n\r\nIs this still in progress or can I take over this one?\r\n\r\nTha... | 2020-12-13T01:55:02Z | 2021-03-19T10:32:43Z | 2021-03-19T10:32:42Z | CONTRIBUTOR | null | 0 | {
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} | Movies reviews dataset for Romanian language. | {
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https://api.github.com/repos/huggingface/datasets/issues/1264 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1264/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1264/comments | https://api.github.com/repos/huggingface/datasets/issues/1264/events | https://github.com/huggingface/datasets/pull/1264 | 758,686,474 | MDExOlB1bGxSZXF1ZXN0NTMzODE4MDM2 | 1,264 | enriched webnlg dataset rebase | {
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"I've removed the `en` within `de` and reciprocally; but I don't think I will be able to thin it more than this. (Edit: ignore the close, I missclicked !)"
] | 2020-12-07T17:05:45Z | 2020-12-09T17:00:29Z | 2020-12-09T17:00:27Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2309 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2309/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2309/comments | https://api.github.com/repos/huggingface/datasets/issues/2309/events | https://github.com/huggingface/datasets/pull/2309 | 874,644,990 | MDExOlB1bGxSZXF1ZXN0NjI5MTU4NjQx | 2,309 | Fix conda release | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | There were a few issues with conda releases (they've been failing for a while now).
To fix this I had to:
- add the --single-version-externally-managed tag to the build stage (suggestion from [here](https://stackoverflow.com/a/64825075))
- set the python version of the conda build stage to 3.8 since 3.9 isn't suppor... | {
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https://api.github.com/repos/huggingface/datasets/issues/6000 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6000/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6000/comments | https://api.github.com/repos/huggingface/datasets/issues/6000/events | https://github.com/huggingface/datasets/pull/6000 | 1,782,456,878 | PR_kwDODunzps5UU_FB | 6,000 | Pin `joblib` to avoid `joblibspark` test failures | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-06-30T12:36:54Z | 2023-06-30T13:17:05Z | 2023-06-30T13:08:27Z | CONTRIBUTOR | null | 0 | {
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See https://github.com/huggingface/datasets/actions/runs/5401870932/jobs/9812337078 for the errors | {
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https://api.github.com/repos/huggingface/datasets/issues/3570 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3570/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3570/comments | https://api.github.com/repos/huggingface/datasets/issues/3570/events | https://github.com/huggingface/datasets/pull/3570 | 1,100,480,791 | PR_kwDODunzps4w3Xez | 3,570 | Add the KMWP dataset (extension of #3564) | {
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"Sorry, I'm late to check! I'll send it to you soon!",
"Thanks for your contribution, @sooftware. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you c... | 2022-01-12T15:33:08Z | 2022-10-01T06:43:16Z | 2022-10-01T06:43:16Z | NONE | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4902 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4902/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4902/comments | https://api.github.com/repos/huggingface/datasets/issues/4902/events | https://github.com/huggingface/datasets/issues/4902 | 1,352,469,196 | I_kwDODunzps5QnQrM | 4,902 | Name the default config `default` | {
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"Addressed in #5331."
] | 2022-08-26T16:16:22Z | 2023-07-24T21:15:31Z | 2023-07-24T21:15:31Z | CONTRIBUTOR | null | null | null | Currently, if a dataset has no configuration, a default configuration is created from the dataset name.
For example, for a dataset loaded from the hub repository, such as https://huggingface.co/datasets/user/dataset (repo id is `user/dataset`), the default configuration will be `user--dataset`.
It might be easier... | {
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https://api.github.com/repos/huggingface/datasets/issues/1081 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1081/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1081/comments | https://api.github.com/repos/huggingface/datasets/issues/1081/events | https://github.com/huggingface/datasets/pull/1081 | 756,672,527 | MDExOlB1bGxSZXF1ZXN0NTMyMTg0ODc4 | 1,081 | Add Knowledge-Enhanced Language Model Pre-training (KELM) | {
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- Webpage/repo: https://github.com/google-research-datasets/KELM-corpus
- Paper: https://arxiv.org/pdf/2010.12688.pdf | {
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https://api.github.com/repos/huggingface/datasets/issues/502 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/502/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/502/comments | https://api.github.com/repos/huggingface/datasets/issues/502/events | https://github.com/huggingface/datasets/pull/502 | 678,546,070 | MDExOlB1bGxSZXF1ZXN0NDY3NDc1MDg0 | 502 | Fix tokenizers caching | {
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"This should fix #501 and also the issue you sent me on slack @sgugger ."
] | 2020-08-13T15:53:37Z | 2020-08-19T13:37:19Z | 2020-08-19T13:37:18Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/502... | I've found some cases where the caching didn't work properly for tokenizers:
1. if a tokenizer has a regex pattern, then the caching would be inconsistent across sessions
2. if a tokenizer has a cache attribute that changes after some calls, the the caching would not work after cache updates
3. if a tokenizer is u... | {
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https://api.github.com/repos/huggingface/datasets/issues/2935 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2935/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2935/comments | https://api.github.com/repos/huggingface/datasets/issues/2935/events | https://github.com/huggingface/datasets/pull/2935 | 999,518,469 | PR_kwDODunzps4r5j8B | 2,935 | Add Jigsaw unintended Bias | {
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"Note that the tests seem to fail because of a bug in an Exception at the moment, see: https://github.com/huggingface/datasets/pull/2936 for the fix",
"@lhoestq implemented your changes, I think this might be ready for another look.",
"Thanks @lhoestq, implemented the changes, let me know if anything else pops ... | 2021-09-17T16:12:31Z | 2021-09-24T10:41:52Z | 2021-09-24T10:41:52Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hi,
Here's a first attempt at this dataset. Would be great if it could be merged relatively quickly as it is needed for Bigscience-related stuff.
This requires manual download, and I had some trouble generating dummy_data in this setting, so welcoming feedback there. | {
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https://api.github.com/repos/huggingface/datasets/issues/3050 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3050/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3050/comments | https://api.github.com/repos/huggingface/datasets/issues/3050/events | https://github.com/huggingface/datasets/pull/3050 | 1,021,772,622 | PR_kwDODunzps4s-anK | 3,050 | Fix streaming: catch Timeout error | {
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"I'm running a large test.\r\nLet's see if I get any error within a few days.",
"This time it stopped after 8h but correctly raised `ConnectionError: Server Disconnected`.\r\n\r\nTraceback:\r\n```\r\nTraceback (most recent call last): ... | 2021-10-09T18:19:20Z | 2021-10-12T15:28:18Z | 2021-10-11T09:35:38Z | CONTRIBUTOR | null | 0 | {
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fix #3049 | {
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https://api.github.com/repos/huggingface/datasets/issues/708 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/708/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/708/comments | https://api.github.com/repos/huggingface/datasets/issues/708/events | https://github.com/huggingface/datasets/issues/708 | 714,020,953 | MDU6SXNzdWU3MTQwMjA5NTM= | 708 | Datasets performance slow? - 6.4x slower than in memory dataset | {
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"Facing a similar issue here. My model using SQuAD dataset takes about 1h to process with in memory data and more than 2h with datasets directly.",
"And if you use in-memory-data with datasets with `load_dataset(..., keep_in_memory=True)`?",
"Thanks for the tip @thomwolf ! I did not see that flag in the docs. I... | 2020-10-03T06:44:07Z | 2021-02-12T14:13:28Z | 2021-02-12T14:13:28Z | NONE | null | null | null | I've been very excited about this amazing datasets project. However, I've noticed that the performance can be substantially slower than using an in-memory dataset.
Now, this is expected I guess, due to memory mapping data using arrow files, and you don't get anything for free. But I was surprised at how much slower.... | {
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https://api.github.com/repos/huggingface/datasets/issues/5014 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5014/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5014/comments | https://api.github.com/repos/huggingface/datasets/issues/5014/events | https://github.com/huggingface/datasets/issues/5014 | 1,383,422,639 | I_kwDODunzps5SdVqv | 5,014 | I need to read the custom dataset in conll format | {
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"Hi! We don't currently have a builder for parsing custom `conll` datasets, but I guess we could add one as a packaged module (similarly to what [TFDS](https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/core/dataset_builders/conll/conll_dataset_builder.py) did). @lhoestq @albertvillanova WDYT?\r... | 2022-09-23T07:49:42Z | 2022-11-02T11:57:15Z | null | NONE | null | null | null | I need to read the custom dataset in conll format
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https://api.github.com/repos/huggingface/datasets/issues/6457 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6457/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6457/comments | https://api.github.com/repos/huggingface/datasets/issues/6457/events | https://github.com/huggingface/datasets/issues/6457 | 2,015,650,563 | I_kwDODunzps54JGMD | 6,457 | `TypeError`: huggingface_hub.hf_file_system.HfFileSystem.find() got multiple values for keyword argument 'maxdepth' | {
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"Updating `fsspec>=2023.10.0` did solve the issue.",
"May be it should be pinned somewhere?",
"> Maybe this should go in datasets directly... anyways you can easily fix this error by updating datasets>=2.15.1.dev0.\r\n\r\n@lhoestq @mariosasko for what I understand this is a bug fixed in `datasets` already, righ... | 2023-11-29T01:57:36Z | 2023-11-29T15:39:03Z | 2023-11-29T02:02:38Z | NONE | null | null | null | ### Describe the bug
Please see https://github.com/huggingface/huggingface_hub/issues/1872
### Steps to reproduce the bug
Please see https://github.com/huggingface/huggingface_hub/issues/1872
### Expected behavior
Please see https://github.com/huggingface/huggingface_hub/issues/1872
### Environment info
Please s... | {
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https://api.github.com/repos/huggingface/datasets/issues/5356 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5356/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5356/comments | https://api.github.com/repos/huggingface/datasets/issues/5356/events | https://github.com/huggingface/datasets/pull/5356 | 1,494,961,609 | PR_kwDODunzps5FW-c9 | 5,356 | Clean filesystem and logging docstrings | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-12-13T18:54:09Z | 2022-12-14T17:25:58Z | 2022-12-14T17:22:16Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3057 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3057/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3057/comments | https://api.github.com/repos/huggingface/datasets/issues/3057/events | https://github.com/huggingface/datasets/issues/3057 | 1,022,508,315 | I_kwDODunzps488j0b | 3,057 | Error in per class precision computation | {
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"Hi @tidhamecha2, thanks for reporting.\r\n\r\nIndeed, we fixed this issue just one week ago: #3008\r\n\r\nThe fix will be included in our next version release.\r\n\r\nIn the meantime, you can incorporate the fix by installing `datasets` from the master branch:\r\n```\r\npip install -U git+ssh://git@github.com/hugg... | 2021-10-11T10:05:19Z | 2021-10-11T10:17:44Z | 2021-10-11T10:16:16Z | NONE | null | null | null | ## Describe the bug
When trying to get the per class precision values by providing `average=None`, following error is thrown `ValueError: can only convert an array of size 1 to a Python scalar`
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
precision_metric = load_metric("... | {
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https://api.github.com/repos/huggingface/datasets/issues/6500 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6500/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6500/comments | https://api.github.com/repos/huggingface/datasets/issues/6500/events | https://github.com/huggingface/datasets/pull/6500 | 2,043,258,633 | PR_kwDODunzps5iFc6e | 6,500 | Enable setting config as default when push_to_hub | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6500). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"This is ready for review @huggingface/datasets. ",
"Also what if the config is being ... | 2023-12-15T09:17:41Z | 2023-12-18T11:56:11Z | 2023-12-18T11:50:03Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5857 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5857/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5857/comments | https://api.github.com/repos/huggingface/datasets/issues/5857/events | https://github.com/huggingface/datasets/issues/5857 | 1,709,326,622 | I_kwDODunzps5l4kEe | 5,857 | Adding chemistry dataset/models in huggingface | {
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"Hi! \r\n\r\nThis would be a nice addition to the Hub! You can find the existing chemistry datasets/models on the Hub (using the `chemistry` tag) [here](https://huggingface.co/search/full-text?q=chemistry&type=model&type=dataset).\r\n\r\nFeel free to ping us here on the Hub if you need help adding the datasets.\r\n... | 2023-05-15T05:09:49Z | 2023-07-21T13:45:40Z | 2023-07-21T13:45:40Z | NONE | null | null | null | ### Feature request
Huggingface is really amazing platform for open science.
In addition to computer vision, video and NLP, would it be of interest to add chemistry/materials science dataset/models in Huggingface? Or, if its already done, can you provide some pointers.
We have been working on a comprehensive ben... | {
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https://api.github.com/repos/huggingface/datasets/issues/4234 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4234/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4234/comments | https://api.github.com/repos/huggingface/datasets/issues/4234/events | https://github.com/huggingface/datasets/pull/4234 | 1,216,818,846 | PR_kwDODunzps422Mwn | 4,234 | Autoeval config | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Related to: https://github.com/huggingface/autonlp-backend/issues/414 and https://github.com/huggingface/autonlp-backend/issues/424",
"The tests are failing due to the changed metadata:\r\n\r\n```\r\ngot an unexpected keyword argum... | 2022-04-27T05:32:10Z | 2022-05-06T13:20:31Z | 2022-05-05T18:20:58Z | NONE | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4790 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4790/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4790/comments | https://api.github.com/repos/huggingface/datasets/issues/4790/events | https://github.com/huggingface/datasets/issues/4790 | 1,328,546,904 | I_kwDODunzps5PMARY | 4,790 | Issue with fine classes in trec dataset | {
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According to their paper, the TREC dataset contains 2 kinds of classes:
- 6 coarse classes: TREC-6
- 50 fine classes: TREC-50
However, our implementation only has 47 (instead of 50) fine classes. The reason for this is that we only considered the last segment of the label, which is repeated fo... | {
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https://api.github.com/repos/huggingface/datasets/issues/6263 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6263/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6263/comments | https://api.github.com/repos/huggingface/datasets/issues/6263/events | https://github.com/huggingface/datasets/issues/6263 | 1,914,951,043 | I_kwDODunzps5yI9WD | 6,263 | CI is broken: ImportError: cannot import name 'context' from 'tensorflow.python' | {
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See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262
```
FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - ImportError: cannot import name 'context' from 'tensorflow.python' (/opt/hostedtoolcache/Python/3.10.13/x64/li... | {
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https://api.github.com/repos/huggingface/datasets/issues/162 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/162/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/162/comments | https://api.github.com/repos/huggingface/datasets/issues/162/events | https://github.com/huggingface/datasets/pull/162 | 620,513,554 | MDExOlB1bGxSZXF1ZXN0NDE5NzQ4Mzky | 162 | fix prev files hash in map | {
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"Awesome! ",
"Hi, yes, this seems to fix #160 -- I cloned the branch locally and verified",
"Perfect then :)"
] | 2020-05-18T21:20:51Z | 2020-05-18T21:36:21Z | 2020-05-18T21:36:20Z | MEMBER | null | 0 | {
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This makes sure it takes the previous files when computing the hash. | {
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https://api.github.com/repos/huggingface/datasets/issues/2280 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2280/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2280/comments | https://api.github.com/repos/huggingface/datasets/issues/2280/events | https://github.com/huggingface/datasets/pull/2280 | 870,780,431 | MDExOlB1bGxSZXF1ZXN0NjI1OTE2Mzcy | 2,280 | Fixed typo seperate->separate | {
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"Hi ! Thanks for the fix :)\r\nThe CI fail isn't related to your PR. I opened a PR #2286 to fix the CI.\r\nWe'll wait for #2286 to be merged to master first if you don't mind",
"The PR has been merged ! Feel free to merge master into your branch to fix the CI"
] | 2021-04-29T08:55:46Z | 2021-04-29T16:41:22Z | 2021-04-29T16:41:16Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3705 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3705/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3705/comments | https://api.github.com/repos/huggingface/datasets/issues/3705/events | https://github.com/huggingface/datasets/pull/3705 | 1,132,053,226 | PR_kwDODunzps4yfhyj | 3,705 | Raise informative error when loading a save_to_disk dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | People recurrently report error when trying to load a dataset (using `load_dataset`) that was previously saved using `save_to_disk`.
This PR raises an informative error message telling them they should use `load_from_disk` instead.
Close #3700. | {
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https://api.github.com/repos/huggingface/datasets/issues/2900 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2900/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2900/comments | https://api.github.com/repos/huggingface/datasets/issues/2900/events | https://github.com/huggingface/datasets/pull/2900 | 994,922,580 | MDExOlB1bGxSZXF1ZXN0NzMyNzczNDkw | 2,900 | Fix null sequence encoding | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The Sequence feature encoding was failing when a `None` sequence was used in a dataset.
Fix https://github.com/huggingface/datasets/issues/2892 | {
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https://api.github.com/repos/huggingface/datasets/issues/1116 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1116/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1116/comments | https://api.github.com/repos/huggingface/datasets/issues/1116/events | https://github.com/huggingface/datasets/pull/1116 | 757,133,502 | MDExOlB1bGxSZXF1ZXN0NTMyNTYwNDk4 | 1,116 | add dbpedia_14 dataset | {
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"Thanks for the review. \r\nCheers!",
"Hi @hfawaz, this week we are doing the 🤗 `datasets` sprint (see some details [here](https://discuss.huggingface.co/t/open-to-the-community-one-week-team-effort-to-reach-v2-0-of-hf-datasets-library/2176)).\r\n\r\nNothing more to do on your side but it means that if you regis... | 2020-12-04T14:13:59Z | 2020-12-07T10:06:54Z | 2020-12-05T15:36:23Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/1517 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1517/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1517/comments | https://api.github.com/repos/huggingface/datasets/issues/1517/events | https://github.com/huggingface/datasets/pull/1517 | 764,045,214 | MDExOlB1bGxSZXF1ZXN0NTM4MzAyNDM1 | 1,517 | Kd conv smangrul | {
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"Hii please follow me",
"merging since the CI is fixed on master"
] | 2020-12-12T16:51:30Z | 2020-12-16T14:56:14Z | 2020-12-16T14:56:14Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2107 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2107/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2107/comments | https://api.github.com/repos/huggingface/datasets/issues/2107/events | https://github.com/huggingface/datasets/pull/2107 | 839,495,825 | MDExOlB1bGxSZXF1ZXN0NTk5NTAxODE5 | 2,107 | Metadata validation | {
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"> Also I was wondering this is really needed to have `utils.metadata` as a submodule of `datasets` ? This is only used by the CI so I'm not sure we should have this in the actual `datasets` package.\r\n\r\nI'm unclear on the suggestion, would you rather have a root-level `./metadata.py` file? I think it's well whe... | 2021-03-24T08:52:41Z | 2021-04-26T08:27:14Z | 2021-04-26T08:27:13Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | - `pydantic` metadata schema with dedicated validators against our taxonomy
- ci script to validate new changes against this schema and start a vertuous loop
- soft validation on tasks ids since we expect the taxonomy to undergo some changes in the near future
for reference with the current validation we have ~365... | {
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https://api.github.com/repos/huggingface/datasets/issues/118 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/118/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/118/comments | https://api.github.com/repos/huggingface/datasets/issues/118/events | https://github.com/huggingface/datasets/issues/118 | 618,643,088 | MDU6SXNzdWU2MTg2NDMwODg= | 118 | ❓ How to apply a map to all subsets ? | {
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"That's the way!"
] | 2020-05-15T01:58:52Z | 2020-05-15T07:05:49Z | 2020-05-15T07:04:25Z | NONE | null | null | null | I'm working with CNN/DM dataset, where I have 3 subsets : `train`, `test`, `validation`.
Should I apply my map function on the subsets one by one ?
```python
import nlp
cnn_dm = nlp.load_dataset('cnn_dailymail')
for corpus in ['train', 'test', 'validation']:
cnn_dm[corpus] = cnn_dm[corpus].map(my_f... | {
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https://api.github.com/repos/huggingface/datasets/issues/1609 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1609/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1609/comments | https://api.github.com/repos/huggingface/datasets/issues/1609/events | https://github.com/huggingface/datasets/issues/1609 | 771,421,881 | MDU6SXNzdWU3NzE0MjE4ODE= | 1,609 | Not able to use 'jigsaw_toxicity_pred' dataset | {
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"Hi @jassimran,\r\nThe `jigsaw_toxicity_pred` dataset has not been released yet, it will be available with version 2 of `datasets`, coming soon.\r\nYou can still access it by installing the master (unreleased) version of datasets directly :\r\n`pip install git+https://github.com/huggingface/datasets.git@master`\r\n... | 2020-12-19T17:35:48Z | 2020-12-22T16:42:24Z | 2020-12-22T16:42:23Z | NONE | null | null | null | When trying to use jigsaw_toxicity_pred dataset, like this in a [colab](https://colab.research.google.com/drive/1LwO2A5M2X5dvhkAFYE4D2CUT3WUdWnkn?usp=sharing):
```
from datasets import list_datasets, list_metrics, load_dataset, load_metric
ds = load_dataset("jigsaw_toxicity_pred")
```
I see below error:
>... | {
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https://api.github.com/repos/huggingface/datasets/issues/3527 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3527/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3527/comments | https://api.github.com/repos/huggingface/datasets/issues/3527/events | https://github.com/huggingface/datasets/pull/3527 | 1,093,840,707 | PR_kwDODunzps4wiN1w | 3,527 | Update README.md | {
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https://api.github.com/repos/huggingface/datasets/issues/4998 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4998/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4998/comments | https://api.github.com/repos/huggingface/datasets/issues/4998/events | https://github.com/huggingface/datasets/pull/4998 | 1,379,466,717 | PR_kwDODunzps4_Ryp3 | 4,998 | Don't add a tag on the Hub on release | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-09-20T13:54:57Z | 2022-09-20T14:11:46Z | 2022-09-20T14:08:54Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Datasets with no namespace on the Hub have tags to redirect to the version of datasets where they come from.
I’m about to remove them all because I think it looks bad/unexpected in the UI and it’s not actually useful
Therefore I'm also disabling tagging.
Note that the CI job will be completely removed in https:/... | {
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https://api.github.com/repos/huggingface/datasets/issues/4 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4/comments | https://api.github.com/repos/huggingface/datasets/issues/4/events | https://github.com/huggingface/datasets/issues/4 | 600,185,417 | MDU6SXNzdWU2MDAxODU0MTc= | 4 | [Feature] Keep the list of labels of a dataset as metadata | {
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"Yes! I see mostly two options for this:\r\n- a `Feature` approach like currently (but we might deprecate features)\r\n- wrapping in a smart way the Dictionary arrays of Arrow: https://arrow.apache.org/docs/python/data.html?highlight=dictionary%20encode#dictionary-arrays",
"I would have a preference for the secon... | 2020-04-15T10:17:10Z | 2020-07-08T16:59:46Z | 2020-05-04T06:11:57Z | CONTRIBUTOR | null | null | null | It would be useful to keep the list of the labels of a dataset as metadata. Either directly in the `DatasetInfo` or in the Arrow metadata. | {
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https://api.github.com/repos/huggingface/datasets/issues/6379 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6379/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6379/comments | https://api.github.com/repos/huggingface/datasets/issues/6379/events | https://github.com/huggingface/datasets/pull/6379 | 1,974,638,850 | PR_kwDODunzps5edDZL | 6,379 | Avoid redundant warning when encoding NumPy array as `Image` | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-11-02T16:37:58Z | 2023-11-06T17:53:27Z | 2023-11-02T17:08:07Z | CONTRIBUTOR | null | 0 | {
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Additionally, fix "unreachable" checks in `encode_np_array`. | {
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https://api.github.com/repos/huggingface/datasets/issues/823 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/823/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/823/comments | https://api.github.com/repos/huggingface/datasets/issues/823/events | https://github.com/huggingface/datasets/issues/823 | 739,815,763 | MDU6SXNzdWU3Mzk4MTU3NjM= | 823 | how processing in batch works in datasets | {
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{
"color": "e99695",
"default": false,
"description": "Requesting to add a new dataset",
"id": 2067376369,
"name": "dataset request",
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"Hi I don’t think this is a request for a dataset like you labeled it.\r\n\r\nI also think this would be better suited for the forum at https://discuss.huggingface.co. we try to keep the issue for the repo for bug reports and new features/dataset requests and have usage questions discussed on the forum. Thanks.",
... | 2020-11-10T11:11:17Z | 2020-11-10T13:11:10Z | 2020-11-10T13:11:09Z | NONE | null | null | null | Hi,
I need to process my datasets before it is passed to dataloader in batch,
here is my codes
```
class AbstractTask(ABC):
task_name: str = NotImplemented
preprocessor: Callable = NotImplemented
split_to_data_split: Mapping[str, str] = NotImplemented
tokenizer: Callable = NotImplemented
... | {
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https://api.github.com/repos/huggingface/datasets/issues/4180 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4180/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4180/comments | https://api.github.com/repos/huggingface/datasets/issues/4180/events | https://github.com/huggingface/datasets/issues/4180 | 1,208,042,320 | I_kwDODunzps5IAUNQ | 4,180 | Add some iteration method on a dataset column (specific for inference) | {
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"Thanks for the suggestion ! I agree it would be nice to have something directly in `datasets` to do something as simple as that\r\n\r\ncc @albertvillanova @mariosasko @polinaeterna What do you think if we have something similar to pandas `Series` that wouldn't bring everything in memory when doing `dataset[\"audio... | 2022-04-19T09:15:45Z | 2022-04-21T10:30:58Z | null | CONTRIBUTOR | null | null | null | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
Currently, `dataset["audio"]` will load EVERY element in the dataset in RAM, which can be quite big for an audio dataset.
Having an iterator (or sequence) type of object, would make inference ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5923 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5923/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5923/comments | https://api.github.com/repos/huggingface/datasets/issues/5923/events | https://github.com/huggingface/datasets/issues/5923 | 1,737,436,227 | I_kwDODunzps5njyxD | 5,923 | Cannot import datasets - ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility | {
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"Based on https://github.com/rapidsai/cudf/issues/10187, this probably means your `pyarrow` installation is not compatible with `datasets`.\r\n\r\nCan you please execute the following commands in the terminal and paste the output here?\r\n```\r\nconda list | grep arrow\r\n``` \r\n```\r\npython -c \"import pyarrow; ... | 2023-06-02T04:16:32Z | 2023-12-13T15:53:52Z | null | NONE | null | null | null | ### Describe the bug
When trying to import datasets, I get a pyarrow ValueError:
Traceback (most recent call last):
File "/Users/edward/test/test.py", line 1, in <module>
import datasets
File "/Users/edward/opt/anaconda3/envs/cs235/lib/python3.9/site-packages/datasets/__init__.py", line 43, in <module>... | {
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https://api.github.com/repos/huggingface/datasets/issues/3190 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3190/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3190/comments | https://api.github.com/repos/huggingface/datasets/issues/3190/events | https://github.com/huggingface/datasets/issues/3190 | 1,041,153,631 | I_kwDODunzps4-Dr5f | 3,190 | combination of shuffle and filter results in a bug | {
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"I cannot reproduce this on master and pyarrow==4.0.1.\r\n",
"Hi ! There was a regression in `datasets` 1.12 that introduced this bug. It has been fixed in #3019 in 1.13\r\n\r\nCan you try to update `datasets` and try again ?",
"Thanks a lot, fixes with 1.13"
] | 2021-11-01T13:07:29Z | 2021-11-02T10:50:49Z | 2021-11-02T10:50:49Z | CONTRIBUTOR | null | null | null | ## Describe the bug
Hi,
I would like to shuffle a dataset, then filter it based on each existing label. however, the combination of `filter`, `shuffle` seems to results in a bug. In the minimal example below, as you see in the filtered results, the filtered labels are not unique, meaning filter has not worked. Any su... | {
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"found a solution here https://discuss.pytorch.org/t/train-simultaneously-on-two-datasets/649/35, closed for now, thanks "
] | 2020-11-08T16:19:30Z | 2020-11-08T19:38:48Z | 2020-11-08T19:38:48Z | NONE | null | null | null | Hi
I have multiple iterative datasets from your library with different size and I want to join them in a way that each datasets is sampled equally, so smaller datasets more, larger one less, could you tell me how to implement this in pytorch? thanks | {
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https://api.github.com/repos/huggingface/datasets/issues/1608 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1608/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1608/comments | https://api.github.com/repos/huggingface/datasets/issues/1608/events | https://github.com/huggingface/datasets/pull/1608 | 771,329,434 | MDExOlB1bGxSZXF1ZXN0NTQyODkyMTQ4 | 1,608 | adding ted_talks_iwslt | {
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"Closing this with reference to the new approach #1676 "
] | 2020-12-19T07:36:41Z | 2021-01-02T15:44:12Z | 2021-01-02T15:44:11Z | CONTRIBUTOR | null | 0 | {
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} | UPDATE2: (2nd Jan) Wrote a long writeup on the slack channel. I don't think this approach is correct. Basically this created language pairs (109*108)
Running the `pytest `went for more than 40+ hours and it was still running!
So working on a different approach, such that the number of configs = number of languages... | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://api.github.com/repos/huggingface/datasets/issues/5575 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5575/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5575/comments | https://api.github.com/repos/huggingface/datasets/issues/5575/events | https://github.com/huggingface/datasets/issues/5575 | 1,598,396,552 | I_kwDODunzps5fRZiI | 5,575 | Metadata for each column | {
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"Hi! Indeed it would be useful to support this. PyArrow natively supports schema-level and column-level metadata, so implementing this should be straightforward. The API I have in mind would work as follows:\r\n```python\r\ncol_feature = Value(\"string\", metadata=\"Some column-level metadata\")\r\n\r\nfeatures = F... | 2023-02-24T10:53:44Z | 2023-12-04T20:28:03Z | null | NONE | null | null | null | ### Feature request
Being able to put some metadata for each column as a string or any other type.
### Motivation
I will bring the motivation by an example, lets say we are experimenting with embedding produced by some image encoder network, and we want to iterate through a couple of preprocessing and see which on... | {
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https://api.github.com/repos/huggingface/datasets/issues/4834 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4834/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4834/comments | https://api.github.com/repos/huggingface/datasets/issues/4834/events | https://github.com/huggingface/datasets/pull/4834 | 1,336,993,511 | PR_kwDODunzps49FJOu | 4,834 | Fix documentation card of recipe_nlg dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/3142 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3142/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3142/comments | https://api.github.com/repos/huggingface/datasets/issues/3142/events | https://github.com/huggingface/datasets/issues/3142 | 1,033,566,034 | I_kwDODunzps49mvdS | 3,142 | Provide a way to write a streamed dataset to the disk | {
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"Yes, I agree this feature is much needed. We could do something similar to what TF does (https://www.tensorflow.org/api_docs/python/tf/data/Dataset#cache). \r\n\r\nIdeally, if the entire streamed dataset is consumed/cached, the generated cache should be reusable for the Arrow dataset."
] | 2021-10-22T13:09:53Z | 2021-10-29T11:14:39Z | null | CONTRIBUTOR | null | null | null | **Is your feature request related to a problem? Please describe.**
The streaming mode allows to get the 100 first rows of a dataset very quickly. But it does not cache the answer, so a posterior call to get the same 100 rows will send a request to the server again and again.
**Describe the solution you'd like**
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https://api.github.com/repos/huggingface/datasets/issues/3769 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3769/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3769/comments | https://api.github.com/repos/huggingface/datasets/issues/3769/events | https://github.com/huggingface/datasets/issues/3769 | 1,146,258,023 | I_kwDODunzps5EUoJn | 3,769 | `dataset = dataset.map()` causes faiss index lost | {
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"Hi ! Indeed `map` is dropping the index right now, because one can create a dataset with more or fewer rows using `map` (and therefore the index might not be relevant anymore)\r\n\r\nI guess we could check the resulting dataset length, and if the user hasn't changed the dataset size we could keep the index, what d... | 2022-02-21T21:59:23Z | 2022-06-27T14:56:29Z | null | NONE | null | null | null | ## Describe the bug
assigning the resulted dataset to original dataset causes lost of the faiss index
## Steps to reproduce the bug
`my_dataset` is a regular loaded dataset. It's a part of a customed dataset structure
```python
self.dataset.add_faiss_index('embeddings')
self.dataset.list_indexes()
# ['embeddin... | {
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https://api.github.com/repos/huggingface/datasets/issues/301 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/301/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/301/comments | https://api.github.com/repos/huggingface/datasets/issues/301/events | https://github.com/huggingface/datasets/issues/301 | 643,763,525 | MDU6SXNzdWU2NDM3NjM1MjU= | 301 | Setting cache_dir gives error on wikipedia download | {
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"Whoops didn't mean to close this one.\r\nI did some changes, could you try to run it from the master branch ?",
"Now it works, thanks!"
] | 2020-06-23T11:31:44Z | 2020-06-24T07:05:07Z | 2020-06-24T07:05:07Z | NONE | null | null | null | First of all thank you for a super handy library! I'd like to download large files to a specific drive so I set `cache_dir=my_path`. This works fine with e.g. imdb and squad. But on wikipedia I get an error:
```
nlp.load_dataset('wikipedia', '20200501.de', split = 'train', cache_dir=my_path)
```
```
OSError ... | {
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https://api.github.com/repos/huggingface/datasets/issues/476 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/476/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/476/comments | https://api.github.com/repos/huggingface/datasets/issues/476/events | https://github.com/huggingface/datasets/pull/476 | 672,991,854 | MDExOlB1bGxSZXF1ZXN0NDYyOTMyMTgx | 476 | CheckList | {
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"> Also, a little out of my depth there, but would there be a way to have the default pip install checklist command not require mysql and mariadb to be installed? Feels like that might be a source of confusion for users.\r\n\r\nI removed the pattern dependency, mysql is not a requirement anymore. I'm not sure where... | 2020-08-04T18:32:05Z | 2022-10-03T09:43:37Z | 2022-10-03T09:43:37Z | NONE | null | 0 | {
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- Added checklists as datasets. I can't run `test_load_real_dataset` (see #474), but I can load the datasets successfully as shown in the example notebook
- Added a checklist wrapper | {
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https://api.github.com/repos/huggingface/datasets/issues/2248 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2248/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2248/comments | https://api.github.com/repos/huggingface/datasets/issues/2248/events | https://github.com/huggingface/datasets/pull/2248 | 864,853,447 | MDExOlB1bGxSZXF1ZXN0NjIxMDEyNzg5 | 2,248 | Implement Dataset to JSON | {
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https://api.github.com/repos/huggingface/datasets/issues/3670 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3670/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3670/comments | https://api.github.com/repos/huggingface/datasets/issues/3670/events | https://github.com/huggingface/datasets/pull/3670 | 1,122,439,827 | PR_kwDODunzps4x_kBx | 3,670 | feat: 🎸 generate info if dataset_infos.json does not exist | {
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"It's a first attempt at solving https://github.com/huggingface/datasets/issues/3013.",
"I only kept these ones:\r\n```\r\n path: str,\r\n data_files: Optional[Union[Dict, List, str]] = None,\r\n download_config: Optional[DownloadConfig] = None,\r\n download_mode: Optional[GenerateMode] = None,\r\n ... | 2022-02-02T22:11:56Z | 2022-02-21T15:57:11Z | 2022-02-21T15:57:10Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | in get_dataset_infos(). Also: add the `use_auth_token` parameter, and create get_dataset_config_info()
✅ Closes: #3013 | {
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https://api.github.com/repos/huggingface/datasets/issues/2825 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2825/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2825/comments | https://api.github.com/repos/huggingface/datasets/issues/2825/events | https://github.com/huggingface/datasets/issues/2825 | 976,584,926 | MDU6SXNzdWU5NzY1ODQ5MjY= | 2,825 | The datasets.map function does not load cached dataset after moving python script | {
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"This also happened to me on COLAB.\r\nDetails:\r\nI ran the `run_mlm.py` in two different notebooks. \r\nIn the first notebook, I do tokenization since I can get 4 CPU cores without any GPUs, and save the cache into a folder which I copy to drive.\r\nIn the second notebook, I copy the cache folder from drive and r... | 2021-08-23T03:23:37Z | 2021-08-31T13:14:41Z | 2021-08-31T13:13:36Z | NONE | null | null | null | ## Describe the bug
The datasets.map function caches the processed data to a certain directory. When the map function is called another time with totally the same parameters, the cached data are supposed to be reloaded instead of re-processing. However, it doesn't reuse cached data sometimes. I use the common data pro... | {
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https://api.github.com/repos/huggingface/datasets/issues/5942 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5942/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5942/comments | https://api.github.com/repos/huggingface/datasets/issues/5942/events | https://github.com/huggingface/datasets/pull/5942 | 1,752,021,681 | PR_kwDODunzps5Su-V4 | 5,942 | Pass datasets-cli additional args as kwargs to DatasetBuilder in `run_beam.py` | {
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Following this <https://discuss.huggingface.co/t/how-to-preprocess-a-wikipedia-dataset-using-dataflowrunner/41991/3>, here is a simple PR to pass any additional args to datasets-cli as kwargs in the DatasetBuilder in `run_beam.py`.
I also took the liberty to add missing setup steps to the `beam.mdx` docs in o... | {
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https://api.github.com/repos/huggingface/datasets/issues/6479 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6479/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6479/comments | https://api.github.com/repos/huggingface/datasets/issues/6479/events | https://github.com/huggingface/datasets/pull/6479 | 2,029,040,121 | PR_kwDODunzps5hVLom | 6,479 | More robust preupload retry mechanism | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6479). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2023-12-06T17:19:38Z | 2023-12-06T19:47:29Z | 2023-12-06T19:41:06Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/349 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/349/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/349/comments | https://api.github.com/repos/huggingface/datasets/issues/349/events | https://github.com/huggingface/datasets/pull/349 | 652,231,571 | MDExOlB1bGxSZXF1ZXN0NDQ1MzQwMTQ1 | 349 | Hyperpartisan news detection | {
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"Thank you so much for working on this! This is awesome!\r\n\r\nHow much would it help you if we would remove the manual request?\r\n\r\nWe are naturally interested in getting some broad idea of how many people and who are using our dataset. But if you consider hosting the dataset yourself, I would rather remove th... | 2020-07-07T11:06:37Z | 2020-07-07T20:47:27Z | 2020-07-07T14:57:11Z | CONTRIBUTOR | null | 0 | {
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Implementation notes:
- As with many PAN tasks, the data is hosted on [Zenodo](https://zenodo.org/record/1489920) and must be requested before... | {
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https://api.github.com/repos/huggingface/datasets/issues/2146 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2146/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2146/comments | https://api.github.com/repos/huggingface/datasets/issues/2146/events | https://github.com/huggingface/datasets/issues/2146 | 844,673,244 | MDU6SXNzdWU4NDQ2NzMyNDQ= | 2,146 | Dataset file size on disk is very large with 3D Array | {
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"Hi ! In the arrow file we store all the integers as uint8.\r\nSo your arrow file should weigh around `height x width x n_channels x n_images` bytes.\r\n\r\nWhat feature type do your TFDS dataset have ?\r\n\r\nIf it uses a `tfds.features.Image` type, then what is stored is the encoded data (as png or jpg for exampl... | 2021-03-30T14:46:09Z | 2021-04-16T13:07:02Z | null | NONE | null | null | null | Hi,
I have created my own dataset using the provided dataset loading script. It is an image dataset where images are stored as 3D Array with dtype=uint8.
The actual size on disk is surprisingly large. It takes 520 MB. Here is some info from `dataset_info.json`.
`{
"description": "",
"citation": ""... | {
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https://api.github.com/repos/huggingface/datasets/issues/644 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/644/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/644/comments | https://api.github.com/repos/huggingface/datasets/issues/644/events | https://github.com/huggingface/datasets/pull/644 | 704,534,501 | MDExOlB1bGxSZXF1ZXN0NDg5NDQzMTk1 | 644 | Better windows support | {
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"This PR is ready :)\r\nIt brings official support for windows.\r\n\r\nSome tests `AWSDatasetTest` are failing.\r\nThis is because I had to fix a few datasets that were not compatible with windows.\r\nThese test will pass once they got merged on master :)"
] | 2020-09-18T17:17:36Z | 2020-09-25T14:02:30Z | 2020-09-25T14:02:28Z | MEMBER | null | 0 | {
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For example there are restrictions when accessing/deleting files that are open
Fix #590 | {
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https://api.github.com/repos/huggingface/datasets/issues/3398 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3398/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3398/comments | https://api.github.com/repos/huggingface/datasets/issues/3398/events | https://github.com/huggingface/datasets/issues/3398 | 1,073,590,384 | I_kwDODunzps4__bBw | 3,398 | Add URL field to Wikimedia dataset instances: wikipedia,... | {
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"@geohci, I think the field \"url\" does not appear in the Wikimedia dumps. Therefore I guess we should generate it, using the \"title\" field and making some transformation of it (replacing spaces with underscores) and prepending the domain (created using the language)?",
"Indeed:\r\n\r\n> To re-distribute text ... | 2021-12-07T17:17:27Z | 2022-03-22T16:53:27Z | 2022-03-22T16:53:27Z | MEMBER | null | null | null | As reported by @geohci, in order to host pre-processed data in the Hub, we should add the full URL to data instances (new field "url"), so that we conform to proper attribution from license requirement. See, e.g.: https://fair-trec.github.io/docs/Fair_Ranking_2021_Participant_Instructions.pdf#subsection.3.2
This sho... | {
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https://api.github.com/repos/huggingface/datasets/issues/1113 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1113/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1113/comments | https://api.github.com/repos/huggingface/datasets/issues/1113/events | https://github.com/huggingface/datasets/pull/1113 | 757,115,557 | MDExOlB1bGxSZXF1ZXN0NTMyNTQ1Mzg2 | 1,113 | add qed | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | adding QED: Dataset for Explanations in Question Answering
https://github.com/google-research-datasets/QED
https://arxiv.org/abs/2009.06354 | {
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https://api.github.com/repos/huggingface/datasets/issues/2179 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2179/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2179/comments | https://api.github.com/repos/huggingface/datasets/issues/2179/events | https://github.com/huggingface/datasets/issues/2179 | 852,237,957 | MDU6SXNzdWU4NTIyMzc5NTc= | 2,179 | Load small datasets in-memory instead of using memory map | {
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However this might not be necessary for small datasets. If a dataset is small enough, then it can be loaded in-memory and:
- its memory footprint would be small so it's ok
- in-memory computations/queries would be faster
- the cach... | {
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https://api.github.com/repos/huggingface/datasets/issues/1873 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1873/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1873/comments | https://api.github.com/repos/huggingface/datasets/issues/1873/events | https://github.com/huggingface/datasets/pull/1873 | 807,750,745 | MDExOlB1bGxSZXF1ZXN0NTcyOTM4MTYy | 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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"Pushed a fix to my branch #2731 "
] | 2021-09-16T12:27:22Z | 2021-09-16T13:50:53Z | 2021-09-16T13:50:53Z | MEMBER | null | null | null | ## Describe the bug
If you pass a mutable list to the `columns` argument of `set_format` and then change the list afterwards, the returned columns also change.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("glue", "cola")
column_list = ["idx", "label"]
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https://api.github.com/repos/huggingface/datasets/issues/5456 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5456/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5456/comments | https://api.github.com/repos/huggingface/datasets/issues/5456/events | https://github.com/huggingface/datasets/pull/5456 | 1,553,905,148 | PR_kwDODunzps5IXq92 | 5,456 | feat: tqdm for `to_parquet` | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-23T22:05:38Z | 2023-01-24T11:26:47Z | 2023-01-24T11:17:12Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As described in #5418
I noticed also that the `to_json` function supports multi-workers whereas `to_parquet`, is that not possible/not needed with Parquet or something that hasn't been implemented yet? | {
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https://api.github.com/repos/huggingface/datasets/issues/3595 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3595/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3595/comments | https://api.github.com/repos/huggingface/datasets/issues/3595/events | https://github.com/huggingface/datasets/pull/3595 | 1,107,260,527 | PR_kwDODunzps4xOIxH | 3,595 | Add ImageNet toy datasets from fastai | {
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"Thanks for your contribution, @mariosasko. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us i... | 2022-01-18T19:03:35Z | 2023-09-24T09:39:07Z | 2022-09-30T14:39:35Z | CONTRIBUTOR | null | 1 | {
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} | Adds the ImageNet toy datasets from FastAI: Imagenette, Imagewoof and Imagewang.
TODOs:
* [ ] add dummy data
* [ ] add dataset card
* [ ] generate `dataset_info.json` | {
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https://api.github.com/repos/huggingface/datasets/issues/3904 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3904/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3904/comments | https://api.github.com/repos/huggingface/datasets/issues/3904/events | https://github.com/huggingface/datasets/issues/3904 | 1,167,730,095 | I_kwDODunzps5FmiWv | 3,904 | CONLL2003 Dataset not available | {
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"Thanks for reporting, @omarespejel.\r\n\r\nI'm sorry but I can't reproduce the issue: the loading of the dataset works perfecto for me and I can reach the data URL: https://data.deepai.org/conll2003.zip\r\n\r\nMight it be due to a temporary problem in the data owner site (https://data.deepai.org/) that is fixed no... | 2022-03-13T23:46:15Z | 2023-06-28T18:08:16Z | 2022-03-17T08:21:32Z | NONE | null | null | null | ## Describe the bug
[CONLL2003](https://huggingface.co/datasets/conll2003) Dataset can no longer reach 'https://data.deepai.org/conll2003.zip'
## Steps to reproduce the bug
```python
from datasets impo... | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-07-31T06:27:47Z | 2023-07-31T06:48:09Z | 2023-07-31T06:32:58Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/314 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/314/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/314/comments | https://api.github.com/repos/huggingface/datasets/issues/314/events | https://github.com/huggingface/datasets/pull/314 | 645,461,174 | MDExOlB1bGxSZXF1ZXN0NDM5OTM4MTMw | 314 | Fixed singlular very minor spelling error | {
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"Thank you BatJeti! The storm-joker, aka the typo, finally got caught!"
] | 2020-06-25T10:45:59Z | 2020-06-26T08:46:41Z | 2020-06-25T12:43:59Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/146 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/146/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/146/comments | https://api.github.com/repos/huggingface/datasets/issues/146/events | https://github.com/huggingface/datasets/pull/146 | 619,564,653 | MDExOlB1bGxSZXF1ZXN0NDE5MDI5MjUx | 146 | Add BERTScore to metrics | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/146... | This PR adds [BERTScore](https://arxiv.org/abs/1904.09675) to metrics.
Here is an example of how to use it.
```sh
import nlp
bertscore = nlp.load_metric('metrics/bertscore') # or simply nlp.load_metric('bertscore') after this is added to huggingface's s3 bucket
predictions = ['example', 'fruit']
references = [[... | {
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https://api.github.com/repos/huggingface/datasets/issues/6375 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6375/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6375/comments | https://api.github.com/repos/huggingface/datasets/issues/6375/events | https://github.com/huggingface/datasets/pull/6375 | 1,973,877,879 | PR_kwDODunzps5eacao | 6,375 | Temporarily pin pyarrow < 14.0.0 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-11-02T09:48:58Z | 2023-11-02T10:22:33Z | 2023-11-02T10:11:19Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Temporarily pin `pyarrow` < 14.0.0 until permanent solution is found.
Hot fix #6374. | {
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https://api.github.com/repos/huggingface/datasets/issues/4852 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4852/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4852/comments | https://api.github.com/repos/huggingface/datasets/issues/4852/events | https://github.com/huggingface/datasets/issues/4852 | 1,339,450,991 | I_kwDODunzps5P1mZv | 4,852 | Bug in multilingual_with_para config of exams dataset and checksums error | {
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"Hi @albertvillanova. Unfortunately I still get this error. Is this because the merge has yet to be released? Is there a way to track the release?",
"Hi @thesofakillers, yes you are right: the fix will be available after next release (it was planned for today; Monday at the latest).\r\n\r\nIn the meantime, you ca... | 2022-08-15T20:14:52Z | 2022-09-16T09:50:55Z | 2022-08-16T06:29:07Z | MEMBER | null | null | null | ## Describe the bug
There is a bug for "multilingual_with_para" config in exams dataset:
```python
ds = load_dataset("./datasets/exams", split="train")
```
raises:
```
KeyError: 'choices'
```
Moreover, there is a NonMatchingChecksumError:
```
NonMatchingChecksumError: Checksums didn't match for dataset so... | {
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https://api.github.com/repos/huggingface/datasets/issues/5058 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5058/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5058/comments | https://api.github.com/repos/huggingface/datasets/issues/5058/events | https://github.com/huggingface/datasets/pull/5058 | 1,394,962,424 | PR_kwDODunzps5AEVWn | 5,058 | Mark CI tests as xfail when 502 error | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-03T15:53:55Z | 2022-10-04T10:03:23Z | 2022-10-04T10:01:23Z | MEMBER | null | 0 | {
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"patch_url": "https://github.com/huggingface/datasets/pull/5058.patch",
"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | To make CI more robust, we could mark as xfail when the Hub raises a 502 error (besides 500 error):
- FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files
- https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431
```
> raise HTTPEr... | {
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https://api.github.com/repos/huggingface/datasets/issues/4290 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4290/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4290/comments | https://api.github.com/repos/huggingface/datasets/issues/4290/events | https://github.com/huggingface/datasets/pull/4290 | 1,227,592,826 | PR_kwDODunzps43Zr08 | 4,290 | Update paper link in medmcqa dataset card | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"@albertvillanova Kindly check :)"
] | 2022-05-06T08:52:51Z | 2022-09-30T11:51:28Z | 2022-09-30T11:49:07Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5064 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5064/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5064/comments | https://api.github.com/repos/huggingface/datasets/issues/5064/events | https://github.com/huggingface/datasets/pull/5064 | 1,395,978,143 | PR_kwDODunzps5AHsP0 | 5,064 | Align signature of create/delete_repo with latest hfh | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-04T09:54:53Z | 2022-10-07T17:02:11Z | 2022-10-07T16:59:30Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR aligns the signature of `create_repo`/`delete_repo` with the current one in hfh, by removing deprecated `name` and `organization`, and using `repo_id` instead.
Related to:
- #5063
CC: @lhoestq | {
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https://api.github.com/repos/huggingface/datasets/issues/3817 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3817/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3817/comments | https://api.github.com/repos/huggingface/datasets/issues/3817/events | https://github.com/huggingface/datasets/pull/3817 | 1,158,592,335 | PR_kwDODunzps4z5pQ7 | 3,817 | Simplify Common Voice code | {
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"I think the script looks pretty clean and readable now! cool!\r\n"
] | 2022-03-03T16:01:21Z | 2022-03-04T14:51:48Z | 2022-03-04T12:39:23Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | In #3736 we introduced one method to generate examples when streaming, that is different from the one when not streaming.
In this PR I propose a new implementation which is simpler: it only has one function, based on `iter_archive`. And you still have access to local audio files when loading the dataset in non-strea... | {
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https://api.github.com/repos/huggingface/datasets/issues/376 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/376/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/376/comments | https://api.github.com/repos/huggingface/datasets/issues/376/events | https://github.com/huggingface/datasets/issues/376 | 655,047,826 | MDU6SXNzdWU2NTUwNDc4MjY= | 376 | to_pandas conversion doesn't always work | {
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"**Edit**: other topic previously in this message moved to a new issue: https://github.com/huggingface/nlp/issues/387",
"Could you try to update pyarrow to >=0.17.0 ? It should fix the `to_pandas` bug\r\n\r\nAlso I'm not sure that structures like list<struct> are fully supported in the lib (none of the datasets u... | 2020-07-10T21:33:31Z | 2022-10-04T18:05:39Z | 2022-10-04T18:05:39Z | MEMBER | null | null | null | For some complex nested types, the conversion from Arrow to python dict through pandas doesn't seem to be possible.
Here is an example using the official SQUAD v2 JSON file.
This example was found while investigating #373.
```python
>>> squad = load_dataset('json', data_files={nlp.Split.TRAIN: ["./train-v2.0.... | {
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https://api.github.com/repos/huggingface/datasets/issues/1458 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1458/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1458/comments | https://api.github.com/repos/huggingface/datasets/issues/1458/events | https://github.com/huggingface/datasets/pull/1458 | 761,235,962 | MDExOlB1bGxSZXF1ZXN0NTM1OTMyMTA1 | 1,458 | Add id_nergrit_corpus | {
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"merging since the CI is fixed on master"
] | 2020-12-10T13:20:34Z | 2020-12-17T10:45:15Z | 2020-12-17T10:45:15Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Nergrit Corpus is a dataset collection of Indonesian Named Entity Recognition, Statement Extraction, and Sentiment Analysis.
Recently my PR for id_nergrit_ner has been accepted and merged to the main branch. The id_nergrit_ner has only one dataset (NER), and this new PR renamed the dataset from id_nergrit_ner to id_n... | {
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https://api.github.com/repos/huggingface/datasets/issues/1766 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1766/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1766/comments | https://api.github.com/repos/huggingface/datasets/issues/1766/events | https://github.com/huggingface/datasets/issues/1766 | 792,044,105 | MDU6SXNzdWU3OTIwNDQxMDU= | 1,766 | Issues when run two programs compute the same metrics | {
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"Hi ! To avoid collisions you can specify a `experiment_id` when instantiating your metric using `load_metric`. It will replace \"default_experiment\" with the experiment id that you provide in the arrow filename. \r\n\r\nAlso when two `experiment_id` collide we're supposed to detect it using our locking mechanism.... | 2021-01-22T14:22:55Z | 2021-02-02T10:38:06Z | 2021-02-02T10:38:06Z | NONE | null | null | null | I got the following error when running two different programs that both compute sacreblue metrics. It seems that both read/and/write to the same location (.cache/huggingface/metrics/sacrebleu/default/default_experiment-1-0.arrow) where it caches the batches:
```
File "train_matching_min.py", line 160, in <module>ch... | {
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https://api.github.com/repos/huggingface/datasets/issues/1526 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1526/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1526/comments | https://api.github.com/repos/huggingface/datasets/issues/1526/events | https://github.com/huggingface/datasets/pull/1526 | 764,591,243 | MDExOlB1bGxSZXF1ZXN0NTM4NTgxNDg4 | 1,526 | added Hebrew thisworld corpus | {
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"merging since the CI is fixed on master"
] | 2020-12-12T23:42:52Z | 2020-12-18T10:47:30Z | 2020-12-18T10:47:30Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5600 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5600/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5600/comments | https://api.github.com/repos/huggingface/datasets/issues/5600/events | https://github.com/huggingface/datasets/issues/5600 | 1,606,585,596 | I_kwDODunzps5fwoz8 | 5,600 | Dataloader getitem not working for DreamboothDatasets | {
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"Hi! \r\n\r\n> (see example of DreamboothDatasets)\r\n\r\n\r\nCould you please provide a link to it? If you are referring to the example in the `diffusers` repo, your issue is unrelated to `datasets` as that example uses `Dataset` from PyTorch to load data."
] | 2023-03-02T11:00:27Z | 2023-03-13T17:59:35Z | 2023-03-13T17:59:35Z | NONE | null | null | null | ### Describe the bug
Dataloader getitem is not working as before (see example of [DreamboothDatasets](https://github.com/huggingface/peft/blob/main/examples/lora_dreambooth/train_dreambooth.py#L451C14-L529))
moving Datasets to 2.8.0 solved the issue.
### Steps to reproduce the bug
1- using DreamBoothDataset ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6469 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6469/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6469/comments | https://api.github.com/repos/huggingface/datasets/issues/6469/events | https://github.com/huggingface/datasets/pull/6469 | 2,023,695,839 | PR_kwDODunzps5hC6xf | 6,469 | Don't expand_info in HF glob | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6469). All of your documentation changes will be reflected on that endpoint.",
"Merging this one for now, but lmk if you had other optimizations in mind for the next version of `huggingface_hub`",
"<details>\n<summary>Show be... | 2023-12-04T12:00:37Z | 2023-12-15T13:18:37Z | 2023-12-15T13:12:30Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2908 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2908/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2908/comments | https://api.github.com/repos/huggingface/datasets/issues/2908/events | https://github.com/huggingface/datasets/pull/2908 | 995,970,612 | PR_kwDODunzps4rumwW | 2,908 | Update Zenodo metadata with creator names and affiliation | {
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I went to override `download_config.num_proc` and was confused about what was happening under the hood. It would be nice to have the behavior documented a bit better so folks know what's happening when they use it.
**Describe the solution you'd li... | {
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https://api.github.com/repos/huggingface/datasets/issues/4062 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4062/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4062/comments | https://api.github.com/repos/huggingface/datasets/issues/4062/events | https://github.com/huggingface/datasets/issues/4062 | 1,186,330,732 | I_kwDODunzps5Gtfhs | 4,062 | Loading mozilla-foundation/common_voice_7_0 dataset failed | {
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"Hi @aapot, thanks for reporting.\r\n\r\nWe are investigating the cause of this issue. We will keep you informed. ",
"When making HTTP request from code line:\r\n```\r\nresponse = requests.get(f\"{_API_URL}/bucket/dataset/{path}/{use_cdn}\", timeout=10.0).json()\r\n```\r\nit cannot be decoded to JSON because it r... | 2022-03-30T11:39:41Z | 2022-06-21T07:36:23Z | 2022-03-31T08:18:04Z | NONE | null | null | null | ## Describe the bug
I wanted to load `mozilla-foundation/common_voice_7_0` dataset with `fi` language and `test` split from datasets on Colab/Kaggle notebook, but I am getting an error `JSONDecodeError: [Errno Expecting value] Not Found: 0` while loading it. The bug seems to affect other languages and splits too than ... | {
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