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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
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https://api.github.com/repos/huggingface/datasets/issues/2897 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2897/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2897/comments | https://api.github.com/repos/huggingface/datasets/issues/2897/events | https://github.com/huggingface/datasets/pull/2897 | 993,798,386 | MDExOlB1bGxSZXF1ZXN0NzMxOTA0ODk4 | 2,897 | Add OpenAI's HumanEval dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/2896 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2896/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2896/comments | https://api.github.com/repos/huggingface/datasets/issues/2896/events | https://github.com/huggingface/datasets/pull/2896 | 993,613,113 | MDExOlB1bGxSZXF1ZXN0NzMxNzcwMTE3 | 2,896 | add multi-proc in `to_csv` | {
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Results on my machine post benchmarking on `ascent_kb` dataset (giving ~45% improvement when compared to num_proc = 1):
```
Time taken on 1 num_proc, 10000 batch_size 674.2055702209473
Time taken on 4 num_proc, 10000 batch_siz... | {
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https://api.github.com/repos/huggingface/datasets/issues/2895 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2895/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2895/comments | https://api.github.com/repos/huggingface/datasets/issues/2895/events | https://github.com/huggingface/datasets/pull/2895 | 993,462,274 | MDExOlB1bGxSZXF1ZXN0NzMxNjQ0NTY2 | 2,895 | Use pyarrow.Table.replace_schema_metadata instead of pyarrow.Table.cast | {
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``update_metadata_with_features`` uses ``Table.cast`` which slows down ``load_from_disk`` (and possibly other methods that use it) for very large datasets. Since ``update_metadata_with_features`` is only updating the schema metadata, it makes more sense to use ``pyarrow.Table.repla... | {
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https://api.github.com/repos/huggingface/datasets/issues/2894 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2894/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2894/comments | https://api.github.com/repos/huggingface/datasets/issues/2894/events | https://github.com/huggingface/datasets/pull/2894 | 993,375,654 | MDExOlB1bGxSZXF1ZXN0NzMxNTcxODc5 | 2,894 | Fix COUNTER dataset | {
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Related to #2866.
CC: @severo. | {
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https://api.github.com/repos/huggingface/datasets/issues/2893 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2893/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2893/comments | https://api.github.com/repos/huggingface/datasets/issues/2893/events | https://github.com/huggingface/datasets/pull/2893 | 993,342,781 | MDExOlB1bGxSZXF1ZXN0NzMxNTQ0NDQz | 2,893 | add mbpp dataset | {
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The dataset contain two versions: a full and a sanitized one. They have a slightly different schema and it is current state the loading preserves the original schema. ... | {
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To reproduce:
```python
from datasets import Dataset, Features, Value, Sequence
data = {"a": [[0], None]}
features = Features({"a": Sequence(Value("int32"))})
dataset = Dataset.from_dict(data, features=features)
```
raises
... | {
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Following changes allow for `to_pylist` method of `ArrayExtensionArray` to return a list of numpy arrays where fist dimension can vary.
@lhoestq Could you suggest how you want to exten... | {
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
- **Motivation:** *what are some good reasons t... | {
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When do you plan to publush v1.11.1 release? | {
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Use a cache folder directory to store the FileLock.
The issue was that the lock file was in a readonly folder.
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When trying to index documents from the squad dataset, the connection to ElasticSearch seems to break:
Reusing dataset squad (/Users/andreasmotz/.cache/huggingface/datasets/squad/plain_text/1.0.0/d6ec3ceb99ca480ce37cdd35555d6cb2511d223b9150cce08a837ef62ffea453)
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#### Intent Classification
Dataset URL seems to be down at the moment :( See the note below.
S3PRL source: https://github.com/s3prl/s3prl/blob/master/s3prl/downstream/fluent_commands/dataset.py
Instructions: https://github.com/s3prl/s3prl/tree/master/s3prl/... | {
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- Updates the dev URL
- Updates dataset metadata
This PR also fixes the URL of the `train_distant` split, which was wrong.
Fix #2882. | {
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I get consistent `NonMatchingChecksumError: Checksums didn't match for dataset source files` errors when trying to execute `datasets.load_dataset('docred')`.
## Steps to reproduce the bug
It is quasi only this code:
```python
import datasets
data = datasets.load_dataset('docred')
```
## ... | {
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Related to #2876, #2874, #2866.
CC: @severo | {
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Using version 1.4.1 of `datasets`, TIMIT transcripts are all the same.
## Steps to reproduce the bug
I was following this tutorial
- https://huggingface.co/blog/fine-tune-wav2vec2-english
But here's a distilled repro:
```python
!pip install datasets==1.4.1
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Trying to load saved dataset or dataset directory from Amazon S3 on a Windows machine fails.
Performing the same operation succeeds on non-windows environment (AWS Sagemaker).
## Steps to reproduce the bug
```python
# Followed https://huggingface.co/docs/datasets/filesystems.html#loading-a-pr... | {
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There are already a few exceptions:
- files starting with "." are ignored
- the dataset card "README.md" is ignored
- any file named "config.json" is ignored (currently it isn't used anywhere, but i... | {
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Related to #2874, #2866.
CC: @severo | {
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... | open | false | null | [] | null | 0 | 2021-09-07T12:13:50 | 2021-09-07T12:13:50 | null | MEMBER | null | ## Adding a Dataset
- **Name:** Congolese Swahili speech corpora
- **Data:** https://gamayun.translatorswb.org/data/
Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md).
Also related: https://mobile.twitter.com/OktemAlp/status/14351963936... | {
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Related to: #2866.
CC: @severo | {
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Code refactored | {
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```
if datasets.config.PYARROW_VERSION.major < 3:
packaged_datasets = [pd for pd in packaged_datasets if pd["dataset_name"] != "parquet"]
```
which throws the error below. `datasets.config.PYARROW_VERSION` itself return the string '4.0.1'. I have tested thi... | {
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Changed "intsructions" to "instructions" | {
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TypeError: 'NoneType' object is not callable
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
dataset = datasets.load_dataset("glue", 'cola')
```
## Expected results
A clear and concise description of the expected results.
## Actual results
Speci... | {
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- **Name:** *Common Objects in 3D (CO3D)*
- **Description:** *See blog post [here](https://ai.facebook.com/blog/common-objects-in-3d-dataset-for-3d-reconstruction)*
- **Paper:** *[link to paper](https://arxiv.org/abs/2109.00512)*
- **Data:** *[link to data](https://ai.facebook.com/datasets/co3d-... | {
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This data was recently published at NAACL 2021: https://aclanthology.org/2021.naacl-main.254.pdf | {
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`counter` dataset raises an error on `load_dataset()`, but simply returns an empty iterator in streaming mode.
## Steps to reproduce the bug
```python
>>> import datasets as ds
>>> a = ds.load_dataset('counter', split="train", streaming=False)
Using custom data configuration default
Dow... | {
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https://api.github.com/repos/huggingface/datasets/issues/2865 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2865/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2865/comments | https://api.github.com/repos/huggingface/datasets/issues/2865/events | https://github.com/huggingface/datasets/pull/2865 | 986,460,698 | MDExOlB1bGxSZXF1ZXN0NzI1NjY1ODgx | 2,865 | Add MultiEURLEX dataset | {
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MultiEURLEX comprises 65k EU laws in 23 official EU languages (some low-ish resource). Each EU law has been annotated with EUROVOC concepts (labels) by the Publication Office of EU. As with the English EURLEX, the goal is to predict the relevant EUROVOC concepts (labels); this is mult... | {
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Fix #2860. | {
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] | open | false | null | [] | null | 0 | 2021-09-01T22:18:10 | 2021-09-01T22:18:10 | null | NONE | null | **Is your feature request related to a problem? Please describe.**
As I understand, in the `add_batch()` function, the raw predictions and references are kept (in memory?) until `compute()` is called.
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function. | {
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`datasets version: 1.11.0`
# How to reproduce:
```py
from datasets import load_dataset
dataset = load_dataset('totto')
```
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https://api.github.com/repos/huggingface/datasets/issues/2859 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2859/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2859/comments | https://api.github.com/repos/huggingface/datasets/issues/2859/events | https://github.com/huggingface/datasets/issues/2859 | 984,324,500 | MDU6SXNzdWU5ODQzMjQ1MDA= | 2,859 | Loading allenai/c4 in streaming mode does too many HEAD requests | {
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```python
from datasets import load_dataset
load_dataset("allenai/c4", streaming=True)
```
It makes loading the dataset completely impractical.
The ETags are used to compute the config id (it must depend on the data files being used).
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This PR changes the constrains to avoid the new conflicts
In particular it pins the version of s3fs. | {
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I also regenerated the dataset_infos.json but the data file checksum didn't change, and the number of examples either (8013769 examples)
related to #2839 | {
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http://opus.nlpl.eu/download.php?f=Bianet/v1/moses/en-ku.txt.zip, we
must not remove it when trying to detect the protocol. We thus remove it
only in the case of the query string being ?dl=1 which occurs on dropbox
and dl.orangedox.com. Also: add unit tests.
See ht... | {
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We can fix the conda error
```
CondaError: Cannot link a source that does not exist.
C:\Users\...\Anaconda3\Scripts\conda.exe
```
by doing
```bash
conda update conda
```
before doing any install in the windows CI | {
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https://api.github.com/repos/huggingface/datasets/issues/2854 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2854/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2854/comments | https://api.github.com/repos/huggingface/datasets/issues/2854/events | https://github.com/huggingface/datasets/pull/2854 | 983,726,084 | MDExOlB1bGxSZXF1ZXN0NzIzMjU3NDg5 | 2,854 | Fix caching when moving script | {
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Using the full path of the python script for the location of the code makes the hash change if a script like `run_ml... | {
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Close https://github.com/huggingface/datasets/issues/2821 | {
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One mention of `column_names` in exploring.st was showing it as `:func:` instead of `:attr:`. | {
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... | open | false | null | [] | null | 0 | 2021-08-30T10:44:32 | 2021-12-08T12:02:00 | null | MEMBER | null | ## Adding a Dataset
- **Name:** Wound segmentation datasets
- **Description:** annotated wound image dataset
- **Paper:** https://www.nature.com/articles/s41598-020-78799-w
- **Data:** https://github.com/uwm-bigdata/wound-segmentation
- **Motivation:** Interesting simple image dataset, useful for segmentation, wi... | {
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] | open | false | null | [] | null | 0 | 2021-08-30T10:14:39 | 2021-08-30T10:14:39 | null | MEMBER | null | ## Adding a Dataset
- **Name:** Open Catalyst 2020 (OC20) Dataset
- **Website:** https://opencatalystproject.org/
- **Data:** https://github.com/Open-Catalyst-Project/ocp/blob/master/DATASET.md
Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATAS... | {
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] | closed | false | null | [] | null | 1 | 2021-08-27T20:50:33 | 2021-09-10T11:51:07 | 2021-09-10T11:51:07 | CONTRIBUTOR | null | ## Describe the bug
The load_dataset method do not accept a parquet file with a negative timezone, as it has the following regex:
```
"^(s|ms|us|ns),\s*tz=([a-zA-Z0-9/_+:]*)$"
```
So a valid timestap ```timestamp[us, tz=-03:00]``` returns an error when loading parquet files.
## Steps to reproduce the bug
```py... | {
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] | open | false | null | [] | null | 0 | 2021-08-27T18:21:51 | 2021-08-27T18:24:05 | null | MEMBER | null | Often, there is a need to prepare a dataset but not use it immediately, e.g. think tests suite setup, so it'd be really useful to be able to do:
```
if not datasets.is_dataset_cached(ds): datasets.cache_dataset(ds)
```
This can already be done with:
```
builder = load_dataset_builder(ds)
if not os.path.idsi... | {
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I fixed that by taking into account the file index in the keys | {
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https://api.github.com/repos/huggingface/datasets/issues/2843 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2843/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2843/comments | https://api.github.com/repos/huggingface/datasets/issues/2843/events | https://github.com/huggingface/datasets/pull/2843 | 981,317,775 | MDExOlB1bGxSZXF1ZXN0NzIxMzkwODA5 | 2,843 | Fix extraction protocol inference from urls with params | {
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```
https://foo.bar/train.json.gz?dl=1
```
because of the query parameters.
I fixed that, this should allow 10+ datasets to work in streaming mode:
```
"discovery",
"emotion",
"grail_qa",
"guardian_authorship",
"pra... | {
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"followers_url": "https://api.git... | null | 6 | 2021-08-26T23:31:53 | 2021-10-22T09:43:35 | 2021-10-22T09:43:35 | MEMBER | null | Me and now another person have been bitten by the `datasets`'s non-strictness on requiring a dataset creator's username when it's due.
So both of us started with `stas/openwebtext-10k`, somewhere along the lines lost `stas/` and continued using `openwebtext-10k` and it all was good until we published the software an... | {
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https://api.github.com/repos/huggingface/datasets/issues/2841 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2841/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2841/comments | https://api.github.com/repos/huggingface/datasets/issues/2841/events | https://github.com/huggingface/datasets/issues/2841 | 980,497,321 | MDU6SXNzdWU5ODA0OTczMjE= | 2,841 | Adding GLUECoS Hinglish and Spanglish code-switching bemchmark | {
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] | open | false | null | [] | null | 1 | 2021-08-26T17:47:39 | 2021-10-20T18:41:20 | null | MEMBER | null | ## Adding a Dataset
- **Name:** GLUECoS
- **Description:** a Microsoft Benchmark to evaluate code-switching for only two language pairs but a variety of tasks
- **Paper:** https://aclanthology.org/2020.acl-main.329/
- **Data:** https://github.com/microsoft/GLUECoS
- **Motivation:** We currently only have [one othe... | {
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https://api.github.com/repos/huggingface/datasets/issues/2840 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2840/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2840/comments | https://api.github.com/repos/huggingface/datasets/issues/2840/events | https://github.com/huggingface/datasets/issues/2840 | 980,489,074 | MDU6SXNzdWU5ODA0ODkwNzQ= | 2,840 | How can I compute BLEU-4 score use `load_metric` ? | {
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If I want to compute BLEU-4 score, what can i do? | {
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https://api.github.com/repos/huggingface/datasets/issues/2839 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2839/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2839/comments | https://api.github.com/repos/huggingface/datasets/issues/2839/events | https://github.com/huggingface/datasets/issues/2839 | 980,271,715 | MDU6SXNzdWU5ODAyNzE3MTU= | 2,839 | OpenWebText: NonMatchingSplitsSizesError | {
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"followers_url": "https://api.git... | null | 5 | 2021-08-26T13:50:26 | 2021-09-21T14:12:40 | 2021-09-21T14:09:43 | MEMBER | null | ## Describe the bug
When downloading `openwebtext`, I'm getting:
```
datasets.utils.info_utils.NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=39769494896, num_examples=8013769, dataset_name='openwebtext'), 'recorded': SplitInfo(name='train', num_bytes=39611023912, num_examples=7982430... | {
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https://api.github.com/repos/huggingface/datasets/issues/2838 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2838/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2838/comments | https://api.github.com/repos/huggingface/datasets/issues/2838/events | https://github.com/huggingface/datasets/pull/2838 | 980,067,186 | MDExOlB1bGxSZXF1ZXN0NzIwMzcxMDk5 | 2,838 | Add error_bad_chunk to the JSON loader | {
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Setting `error_bad_chunk=False` allows to skip an unparsable chunk of JSON data without raising an error.
Additional note:
In case of an unparsable JSON chunk, the JSON loader no longer tries to load the full JSON (which could take a lot of time in stream... | {
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https://api.github.com/repos/huggingface/datasets/issues/2837 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2837/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2837/comments | https://api.github.com/repos/huggingface/datasets/issues/2837/events | https://github.com/huggingface/datasets/issues/2837 | 979,298,297 | MDU6SXNzdWU5NzkyOTgyOTc= | 2,837 | prepare_module issue when loading from read-only fs | {
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] | closed | false | null | [] | null | 1 | 2021-08-25T15:21:26 | 2021-10-05T17:58:22 | 2021-10-05T17:58:22 | CONTRIBUTOR | null | ## Describe the bug
When we use prepare_module from a readonly file system, we create a FileLock using the `local_path`.
This path is not necessarily writable.
`lock_path = local_path + ".lock"`
## Steps to reproduce the bug
Run `load_dataset` on a readonly python loader file.
```python
ds = load_datas... | {
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https://api.github.com/repos/huggingface/datasets/issues/2836 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2836/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2836/comments | https://api.github.com/repos/huggingface/datasets/issues/2836/events | https://github.com/huggingface/datasets/pull/2836 | 979,230,142 | MDExOlB1bGxSZXF1ZXN0NzE5NjY5MDUy | 2,836 | Optimize Dataset.filter to only compute the indices to keep | {
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This will be useful to process audio datasets for example cc @patrickvonplaten | {
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https://api.github.com/repos/huggingface/datasets/issues/2835 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2835/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2835/comments | https://api.github.com/repos/huggingface/datasets/issues/2835/events | https://github.com/huggingface/datasets/pull/2835 | 979,209,394 | MDExOlB1bGxSZXF1ZXN0NzE5NjUxOTE4 | 2,835 | Update: timit_asr - make the dataset streamable | {
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1. it was missing a call to `open` before `pd.read_csv`
2. it was using `os.path.dirname` which is not supported for streaming
I made the dataset streamable by using `open` to load the CSV, and by adding the support for `os.path.d... | {
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https://api.github.com/repos/huggingface/datasets/issues/2834 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2834/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2834/comments | https://api.github.com/repos/huggingface/datasets/issues/2834/events | https://github.com/huggingface/datasets/pull/2834 | 978,309,749 | MDExOlB1bGxSZXF1ZXN0NzE4OTE5NjQ0 | 2,834 | Fix IndexError by ignoring empty RecordBatch | {
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Close #2833
cc @SaulLu | {
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https://api.github.com/repos/huggingface/datasets/issues/2833 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2833/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2833/comments | https://api.github.com/repos/huggingface/datasets/issues/2833/events | https://github.com/huggingface/datasets/issues/2833 | 978,296,140 | MDU6SXNzdWU5NzgyOTYxNDA= | 2,833 | IndexError when accessing first element of a Dataset if first RecordBatch is empty | {
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"followers_url": "https://api.git... | null | 0 | 2021-08-24T16:49:20 | 2021-08-24T17:21:17 | 2021-08-24T17:21:17 | MEMBER | null | The computation of the offsets of the underlying Table of a Dataset has some issues if the first RecordBatch is empty.
```python
from datasets import Dataset
import pyarrow as pa
pa_table = pa.Table.from_pydict({"a": [1]})
pa_table2 = pa.Table.from_pydict({"a": []}, schema=pa_table.schema)
ds_table = pa.conca... | {
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https://api.github.com/repos/huggingface/datasets/issues/2832 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2832/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2832/comments | https://api.github.com/repos/huggingface/datasets/issues/2832/events | https://github.com/huggingface/datasets/issues/2832 | 978,012,800 | MDU6SXNzdWU5NzgwMTI4MDA= | 2,832 | Logging levels not taken into account | {
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The `logging` module isn't working as intended relative to the levels to set.
## Steps to reproduce the bug
```python
from datasets import logging
logging.set_verbosity_debug()
logger = logging.get_logger()
logger.error("ERROR")
logger.warning("WARNING")
logger.info("INFO")
logge... | {
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https://api.github.com/repos/huggingface/datasets/issues/2831 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2831/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2831/comments | https://api.github.com/repos/huggingface/datasets/issues/2831/events | https://github.com/huggingface/datasets/issues/2831 | 977,864,600 | MDU6SXNzdWU5Nzc4NjQ2MDA= | 2,831 | ArrowInvalid when mapping dataset with missing values | {
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] | open | false | null | [] | null | 1 | 2021-08-24T08:50:42 | 2021-08-31T14:15:34 | null | NONE | null | ## Describe the bug
I encountered an `ArrowInvalid` when mapping dataset with missing values.
Here are the files for a minimal example. The exception is only thrown when the first line in the csv has a missing value (if you move the last line to the top it isn't thrown).
[data_small.csv](https://github.com/huggingf... | {
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https://api.github.com/repos/huggingface/datasets/issues/2830 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2830/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2830/comments | https://api.github.com/repos/huggingface/datasets/issues/2830/events | https://github.com/huggingface/datasets/pull/2830 | 977,563,947 | MDExOlB1bGxSZXF1ZXN0NzE4MjkyMTM2 | 2,830 | Add imagefolder dataset | {
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Resolves #2508
---
Example Usage:
[](https://colab.research.google.com/gist/nateraw/954fa8cba4ff806f6147a782fa9efd1a/imagefolder-official-example.ipynb) | {
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https://api.github.com/repos/huggingface/datasets/issues/2829 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2829/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2829/comments | https://api.github.com/repos/huggingface/datasets/issues/2829/events | https://github.com/huggingface/datasets/issues/2829 | 977,233,360 | MDU6SXNzdWU5NzcyMzMzNjA= | 2,829 | Optimize streaming from TAR archives | {
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"followers_url": "https://api.git... | null | 0 | 2021-08-23T16:56:40 | 2021-10-12T10:02:29 | null | MEMBER | null | Hi ! As you know TAR has some constraints for data streaming. While it is optimized for buffering, the files in the TAR archive **need to be streamed in order**. It means that we can't choose which file to stream from, and this notation is to be avoided for TAR archives:
```
tar://books_large_p1.txt::https://storage.... | {
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https://api.github.com/repos/huggingface/datasets/issues/2828 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2828/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2828/comments | https://api.github.com/repos/huggingface/datasets/issues/2828/events | https://github.com/huggingface/datasets/pull/2828 | 977,181,517 | MDExOlB1bGxSZXF1ZXN0NzE3OTYwODg3 | 2,828 | Add code-mixed Kannada Hope speech dataset | {
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- **Name:** *KanHope*
- **Description:** *A code-mixed English-Kannada dataset for Hope speech detection*
- **Paper:** *https://arxiv.org/abs/2108.04616*
- **Data:** *https://github.com/adeepH/KanHope/tree/main/dataset*
- **Motivation:** *The dataset is amongst the very few resources available... | {
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https://api.github.com/repos/huggingface/datasets/issues/2827 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2827/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2827/comments | https://api.github.com/repos/huggingface/datasets/issues/2827/events | https://github.com/huggingface/datasets/pull/2827 | 976,976,552 | MDExOlB1bGxSZXF1ZXN0NzE3Nzg3MjEw | 2,827 | add a text classification dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/2826 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2826/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2826/comments | https://api.github.com/repos/huggingface/datasets/issues/2826/events | https://github.com/huggingface/datasets/issues/2826 | 976,974,254 | MDU6SXNzdWU5NzY5NzQyNTQ= | 2,826 | Add a Text Classification dataset: KanHope | {
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] | closed | false | null | [] | null | 1 | 2021-08-23T12:21:58 | 2021-10-01T18:06:59 | 2021-10-01T18:06:59 | CONTRIBUTOR | null | ## Adding a Dataset
- **Name:** *KanHope*
- **Description:** *A code-mixed English-Kannada dataset for Hope speech detection*
- **Paper:** *https://arxiv.org/abs/2108.04616* (I am the author of the paper}
- **Author:** *[AdeepH](https://github.com/adeepH)*
- **Data:** *https://github.com/adeepH/KanHope/tree/main/d... | {
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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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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/2824 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2824/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2824/comments | https://api.github.com/repos/huggingface/datasets/issues/2824/events | https://github.com/huggingface/datasets/pull/2824 | 976,394,721 | MDExOlB1bGxSZXF1ZXN0NzE3MzIyMzY5 | 2,824 | Fix defaults in cache_dir docstring in load.py | {
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https://api.github.com/repos/huggingface/datasets/issues/2823 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2823/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2823/comments | https://api.github.com/repos/huggingface/datasets/issues/2823/events | https://github.com/huggingface/datasets/issues/2823 | 976,135,355 | MDU6SXNzdWU5NzYxMzUzNTU= | 2,823 | HF_DATASETS_CACHE variable in Windows | {
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set HF_DATASETS_CACHE = "C:\Datasets"
set HF_DATASETS_CACHE = "C:/Datasets"
set HF_DATASETS_CACHE = "C:\\Datasets"
set HF_DATASETS_CACHE = "r'C:\Datasets'"
set HF_DATASETS_CACHE = "\Datasets"
set HF_DATASETS_CACHE = "/Datasets"
In each in... | {
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https://api.github.com/repos/huggingface/datasets/issues/2822 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2822/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2822/comments | https://api.github.com/repos/huggingface/datasets/issues/2822/events | https://github.com/huggingface/datasets/pull/2822 | 975,744,463 | MDExOlB1bGxSZXF1ZXN0NzE2ODUxMTAy | 2,822 | Add url prefix convention for many compression formats | {
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When doing dataset streaming, the uncompression of compressed files is done on the fly using `fsspec`.
In particular, the download manager method `download_and_extract` doesn't return a path to the local download and extracted file, but instead a chained URL so that the uncompression can be done when the... | {
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https://api.github.com/repos/huggingface/datasets/issues/2821 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2821/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2821/comments | https://api.github.com/repos/huggingface/datasets/issues/2821/events | https://github.com/huggingface/datasets/issues/2821 | 975,556,032 | MDU6SXNzdWU5NzU1NTYwMzI= | 2,821 | Cannot load linnaeus dataset | {
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] | closed | false | null | [] | null | 1 | 2021-08-20T12:15:15 | 2021-08-31T13:13:02 | 2021-08-31T13:12:09 | NONE | null | ## Describe the bug
The [linnaeus](https://huggingface.co/datasets/linnaeus) dataset cannot be loaded. To reproduce:
```
from datasets import load_dataset
datasets = load_dataset("linnaeus")
```
This results in:
```
Downloading and preparing dataset linnaeus/linnaeus (download: 17.36 MiB, generated: 8.74 MiB,... | {
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https://api.github.com/repos/huggingface/datasets/issues/2820 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2820/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2820/comments | https://api.github.com/repos/huggingface/datasets/issues/2820/events | https://github.com/huggingface/datasets/issues/2820 | 975,210,712 | MDU6SXNzdWU5NzUyMTA3MTI= | 2,820 | Downloading “reddit” dataset keeps timing out. | {
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] | closed | false | null | [] | null | 10 | 2021-08-20T02:52:36 | 2021-09-08T14:52:02 | 2021-09-08T14:52:02 | NONE | null | ## Describe the bug
A clear and concise description of what the bug is.
Everytime I try and download the reddit dataset it times out before finishing and I have to try again.
There is some timeout error that I will post once it happens again.
## Steps to reproduce the bug
```python
from datasets import load_d... | {
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https://api.github.com/repos/huggingface/datasets/issues/2819 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2819/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2819/comments | https://api.github.com/repos/huggingface/datasets/issues/2819/events | https://github.com/huggingface/datasets/pull/2819 | 974,683,155 | MDExOlB1bGxSZXF1ZXN0NzE1OTUyMjE1 | 2,819 | Added XL-Sum dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/2818 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2818/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2818/comments | https://api.github.com/repos/huggingface/datasets/issues/2818/events | https://github.com/huggingface/datasets/issues/2818 | 974,552,009 | MDU6SXNzdWU5NzQ1NTIwMDk= | 2,818 | cannot load data from my loacal path | {
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] | open | false | null | [] | null | 1 | 2021-08-19T11:13:30 | 2021-08-31T08:46:16 | null | NONE | null | ## Describe the bug
I just want to directly load data from my local path,but find a bug.And I compare it with pandas to provide my local path is real.
here is my code
```python3
# print my local path
print(config.train_path)
# read data and print data length
tarin=pd.read_csv(config.train_path)
print(len(tari... | {
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https://api.github.com/repos/huggingface/datasets/issues/2817 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2817/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2817/comments | https://api.github.com/repos/huggingface/datasets/issues/2817/events | https://github.com/huggingface/datasets/pull/2817 | 974,486,051 | MDExOlB1bGxSZXF1ZXN0NzE1NzgzMDQ3 | 2,817 | Rename The Pile subsets | {
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I'm doing the changes for the subsets that @richarddwang added:
- [x] books3 -> the_pile_books3 https://github.com/huggingface/datasets/pull/2801
- [x] stack_exchange -> the_pile_stack_ex... | {
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https://api.github.com/repos/huggingface/datasets/issues/2816 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2816/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2816/comments | https://api.github.com/repos/huggingface/datasets/issues/2816/events | https://github.com/huggingface/datasets/issues/2816 | 974,031,404 | MDU6SXNzdWU5NzQwMzE0MDQ= | 2,816 | Add Mostly Basic Python Problems Dataset | {
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] | open | false | null | [] | null | 1 | 2021-08-18T20:28:39 | 2021-09-10T08:04:20 | null | MEMBER | null | ## Adding a Dataset
- **Name:** Mostly Basic Python Problems Dataset
- **Description:** The benchmark consists of around 1,000 crowd-sourced Python programming problems, designed to be solvable by entry level programmers, covering programming fundamentals, standard library functionality, and so on. Each problem consi... | {
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https://api.github.com/repos/huggingface/datasets/issues/2815 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2815/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2815/comments | https://api.github.com/repos/huggingface/datasets/issues/2815/events | https://github.com/huggingface/datasets/pull/2815 | 973,862,024 | MDExOlB1bGxSZXF1ZXN0NzE1MjUxNDQ5 | 2,815 | Tiny typo fixes of "fo" -> "of" | {
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https://api.github.com/repos/huggingface/datasets/issues/2814 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2814/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2814/comments | https://api.github.com/repos/huggingface/datasets/issues/2814/events | https://github.com/huggingface/datasets/pull/2814 | 973,632,645 | MDExOlB1bGxSZXF1ZXN0NzE1MDUwODc4 | 2,814 | Bump tqdm version | {
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https://api.github.com/repos/huggingface/datasets/issues/2813 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2813/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2813/comments | https://api.github.com/repos/huggingface/datasets/issues/2813/events | https://github.com/huggingface/datasets/issues/2813 | 973,470,580 | MDU6SXNzdWU5NzM0NzA1ODA= | 2,813 | Remove compression from xopen | {
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- transparent use for the end user: just needs to pass the parameter `streaming=True`
- no additional work for the contributors: previous loading scripts should also work in streaming mode with no (or minor) changes; and new loading scripts should not involve ... | {
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`dataset_infos.json` for `arxiv_dataset` contains a fixed number of training examples, however the data (downloaded from an external source) is updated every week with additional examples.
Therefore, loading the dataset without `ignore_verifications=True` results in a verification error. | {
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This was argued that might be problematic: https://github.com/huggingface/datasets/pull/2786#discussion_r690045921
This PR:
- removes that additional `open`
- patches `gzip.open` with `xop... | {
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] | open | false | null | [] | null | 0 | 2021-08-16T15:59:12 | 2021-08-16T15:59:12 | null | MEMBER | null | **Is your feature request related to a problem? Please describe.**
Several of the [Wikipedia corpora](https://huggingface.co/datasets?search=wiki) on the Hub involve quite large files that would be a good candidate for streaming. Currently it is not possible to stream these corpora:
```python
from datasets import ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2806 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2806/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2806/comments | https://api.github.com/repos/huggingface/datasets/issues/2806/events | https://github.com/huggingface/datasets/pull/2806 | 971,625,449 | MDExOlB1bGxSZXF1ZXN0NzEzMzM5NDUw | 2,806 | Fix streaming tar files from canonical datasets | {
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However, this glob string creates an error when streaming canonical datasets (with a `join` after the `open`).
This PR fixes this issue and allows streaming tar files both f... | {
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https://api.github.com/repos/huggingface/datasets/issues/2805 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2805/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2805/comments | https://api.github.com/repos/huggingface/datasets/issues/2805/events | https://github.com/huggingface/datasets/pull/2805 | 971,436,456 | MDExOlB1bGxSZXF1ZXN0NzEzMTc3MTI4 | 2,805 | Fix streaming zip files from canonical datasets | {
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However, that broke streaming zip files used in canonical `datasets` scripts, which normally have a subsequent `join()` (patched with `xjoin()`) after the `StreamingDownloadManager.download_and_extract()` is called.
This P... | {
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I also change default `timeout` to 100 seconds instead of 10... | {
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When I was creating dataset card. I found there is room for cr... | {
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https://api.github.com/repos/huggingface/datasets/issues/2801 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2801/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2801/comments | https://api.github.com/repos/huggingface/datasets/issues/2801/events | https://github.com/huggingface/datasets/pull/2801 | 970,844,617 | MDExOlB1bGxSZXF1ZXN0NzEyNzMwODEz | 2,801 | add books3 | {
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When I was creating dataset card. I found there is room for creating... | {
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It also uses the custom `readline` implemented in PR #2786.
The corresponding test is implemented in PR #2786. | {
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