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https://github.com/huggingface/datasets/pull/3426 | 3,426 | Update disaster_response_messages download urls (+ add validation split) | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fixes #3240, fixes #3416 | {
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https://github.com/huggingface/datasets/issues/3425 | 3,425 | Getting configs names takes too long | {
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"maybe related to https://github.com/huggingface/datasets/issues/2859\r\n",
"It looks like it's currently calling `HfFileSystem.ls()` ~8 times at the root and for each subdirectory:\r\n- \"\"\r\n- \"en.noblocklist\"\r\n- \"en.noclean\"\r\n- \"en\"\r\n- \"multilingual\"\r\n- \"realnewslike\"\r\n\r\nCurrently `ls` ... | 2021-12-13T14:27:57Z | 2021-12-13T14:53:33Z | null | COLLABORATOR | null | null |
## Steps to reproduce the bug
```python
from datasets import get_dataset_config_names
get_dataset_config_names("allenai/c4")
```
## Expected results
I would expect to get the answer quickly, at least in less than 10s
## Actual results
It takes about 45s on my environment
## Environment info
- `d... | null | {
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https://github.com/huggingface/datasets/pull/3424 | 3,424 | Add RedCaps dataset | {
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"Cool ! If you want you can include `dataset_infos.json` but only for the main configurations. That's what we do for example for translation datasets when there are too many configs",
"@lhoestq I've added an example that uses `map` to download the images."
] | 2021-12-13T13:38:13Z | 2022-01-12T14:13:16Z | 2022-01-12T14:13:15Z | COLLABORATOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Add the RedCaps dataset. I'm not adding the generated `dataset_infos.json` file for now due to its size (11 MB).
TODOs:
- [x] dummy data
- [x] dataset card
Close #3316 | {
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https://github.com/huggingface/datasets/issues/3423 | 3,423 | data duplicate when setting num_works > 1 with streaming data | {
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"Hi ! Thanks for reporting :)\r\n\r\nWhen using a PyTorch's data loader with `num_workers>1` and an iterable dataset, each worker streams the exact same data by default, resulting in duplicate data when iterating using the data loader.\r\n\r\nWe can probably fix this in `datasets` by checking `torch.utils.data.get_... | 2021-12-13T03:43:17Z | 2022-12-14T16:04:22Z | 2022-12-14T16:04:22Z | NONE | null | null | ## Describe the bug
The data is repeated num_works times when we load_dataset with streaming and set num_works > 1 when construct dataloader
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
import pandas as pd
import numpy as np
import os
from datasets import load_dataset
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https://github.com/huggingface/datasets/issues/3422 | 3,422 | Error about load_metric | {
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"Hi ! I wasn't able to reproduce your error.\r\n\r\nCan you try to clear your cache at `~/.cache/huggingface/modules` and try again ?"
] | 2021-12-13T02:49:51Z | 2022-01-07T14:06:47Z | 2022-01-07T14:06:47Z | NONE | null | null | ## Describe the bug
File "/opt/conda/lib/python3.8/site-packages/datasets/load.py", line 1371, in load_metric
metric = metric_cls(
TypeError: 'NoneType' object is not callable
## Steps to reproduce the bug
```python
metric = load_metric("glue", "sst2")
```
## Environment info
- `datasets` version: ... | {
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https://github.com/huggingface/datasets/pull/3421 | 3,421 | Adding mMARCO dataset | {
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"Hi @albertvillanova we've made a major overhaul of the loading script including all configurations we're making available. Could you please review it again?",
"@albertvillanova :ping_pong: ",
"Thanks @lhbonifacio for adding this dataset.\r\nHi there, i got an error about mmarco:\r\nConnectionError: Couldn't re... | 2021-12-13T00:56:43Z | 2022-10-03T09:37:15Z | 2022-10-03T09:37:15Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/3420 | 3,420 | Add eli5_category dataset | {
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"> Thanks a lot for adding this dataset ! Good job with the dataset card and the dataset scripts - they're really good :)\r\n> \r\n> I just added minor changes\r\n\r\nThanks for fixing typos!"
] | 2021-12-12T21:30:45Z | 2021-12-14T17:53:03Z | 2021-12-14T17:53:02Z | CONTRIBUTOR | false | {
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A [report](https://celeritasml.netlify.app/p... | {
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https://github.com/huggingface/datasets/issues/3419 | 3,419 | `.to_json` is extremely slow after `.select` | {
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"Hi ! It's slower indeed because a datasets on which `select`/`shard`/`train_test_split`/`shuffle` has been called has to do additional steps to retrieve the data of the dataset table in the right order.\r\n\r\nIndeed, if you call `dataset.select([0, 5, 10])`, the underlying table of the dataset is not altered to k... | 2021-12-11T01:36:31Z | 2021-12-21T15:49:07Z | null | CONTRIBUTOR | null | null | ## Describe the bug
Saving a dataset to JSON with `to_json` is extremely slow after using `.select` on the original dataset.
## Steps to reproduce the bug
```python
from datasets import load_dataset
original = load_dataset("squad", split="train")
original.to_json("from_original.json") # Takes 0 seconds
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https://github.com/huggingface/datasets/pull/3418 | 3,418 | Add Wikisource dataset | {
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"As we are removing the dataset scripts from GitHub and moving them to the Hugging Face Hub, I am going to transfer this script to the repo: https://huggingface.co/datasets/wikimedia/wikisource"
] | 2021-12-10T17:04:44Z | 2022-10-04T09:35:56Z | 2022-10-03T09:37:20Z | MEMBER | false | {
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Fix #3399.
CC: @geohci, @yjernite | {
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https://github.com/huggingface/datasets/pull/3417 | 3,417 | Fix type of bridge field in QED | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Use `Value("string")` instead of `Value("bool")` for the feature type of the `"bridge"` field in the QED dataset. If the value is `False`, set to `None`.
The following paragraph in the QED repo explains the purpose of this field:
>Each annotation in referential_equalities is a pair of spans, the question_reference ... | {
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https://github.com/huggingface/datasets/issues/3416 | 3,416 | disaster_response_messages unavailable | {
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"Hi, thanks for reporting! This is a duplicate of https://github.com/huggingface/datasets/issues/3240. We are working on a fix.\r\n\r\n"
] | 2021-12-10T13:49:17Z | 2021-12-14T14:38:29Z | 2021-12-14T14:38:29Z | NONE | null | null | ## Dataset viewer issue for '* disaster_response_messages*'
**Link:** https://huggingface.co/datasets/disaster_response_messages
Dataset unavailable. Link dead: https://datasets.appen.com/appen_datasets/disaster_response_data/disaster_response_messages_training.csv
Am I the one who added this dataset ?No
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https://github.com/huggingface/datasets/issues/3415 | 3,415 | Non-deterministic tests: CI tests randomly fail | {
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"I think it might come from two different issues:\r\n1. Google Drive is an unreliable host, mainly because of quota limitations\r\n2. the staging environment can sometimes raise some errors\r\n\r\nFor Google Drive tests we could set up some retries with backup URLs if necessary I guess.\r\nFor staging on the other ... | 2021-12-10T06:08:59Z | 2022-03-31T16:38:51Z | 2022-03-31T16:38:51Z | MEMBER | null | null | ## Describe the bug
Some CI tests fail randomly.
1. In https://github.com/huggingface/datasets/pull/3375/commits/c10275fe36085601cb7bdb9daee9a8f1fc734f48, there were 3 failing tests, only on Linux:
```
=========================== short test summary info ============================
FAILED tests/test_str... | {
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https://github.com/huggingface/datasets/pull/3414 | 3,414 | Skip None encoding (line deleted by accident in #3195) | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Return the line deleted by accident in #3195 while [resolving merge conflicts](https://github.com/huggingface/datasets/pull/3195/commits/8b0ed15be08559056b817836a07d47acda0c4510).
Fix #3181 (finally :))
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https://github.com/huggingface/datasets/pull/3413 | 3,413 | Add WIDER FACE dataset | {
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TODOs:
* [x] dataset card
* [x] dummy data | {
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https://github.com/huggingface/datasets/pull/3412 | 3,412 | Fix flaky test again for s3 serialization | {
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https://github.com/huggingface/datasets/issues/3411 | 3,411 | [chinese wwm] load_datasets behavior not as expected when using run_mlm_wwm.py script | {
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"@LysandreJik not so sure who to @\r\nCould you help?",
"Hi @hyusterr, I believe it is @wlhgtc from https://github.com/huggingface/transformers/pull/9887"
] | 2021-12-09T17:54:35Z | 2021-12-22T11:21:33Z | null | NONE | null | null | ## Describe the bug
Model I am using (Bert, XLNet ...): bert-base-chinese
The problem arises when using:
* [https://github.com/huggingface/transformers/blob/master/examples/research_projects/mlm_wwm/run_mlm_wwm.py] the official example scripts: `rum_mlm_wwm.py`
The tasks I am working on is: pretraining whole ... | null | {
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https://github.com/huggingface/datasets/pull/3410 | 3,410 | Fix dependencies conflicts in Windows CI after conda update to 4.11 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | For some reason the CI wasn't using python 3.6 but python 3.7 after the update to conda 4.11 | {
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https://github.com/huggingface/datasets/pull/3409 | 3,409 | Pass new_fingerprint in multiprocessing | {
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"@lhoestq Hi~, does this support that `datasets.map(func, batched=True, batch_size, num_proc>1, new_fingerprint=\"func_v1\")` even if `func` can't pickle. I also notice that you said \"Unfortunately you need picklable mapping functions to make multiprocessing work :confused: Also feel free to open an issue or send ... | 2021-12-09T15:12:00Z | 2022-08-19T10:41:04Z | 2021-12-09T17:38:43Z | MEMBER | false | {
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Currently one can pass `new_fingerprint` to `.map()` to use a custom fingerprint instead of the one computed by hashing the map transform. However it's ignored if `num_proc>1`.
In this PR I fixed that by passing `new_fingerprint` to `._map_single()` when... | {
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https://github.com/huggingface/datasets/issues/3408 | 3,408 | Typo in Dataset viewer error message | {
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"Fixed, thanks\r\n<img width=\"661\" alt=\"Capture d’écran 2021-12-22 à 12 02 30\" src=\"https://user-images.githubusercontent.com/1676121/147082881-cf700e8d-0511-4431-b214-d6cf8137db10.png\">\r\n"
] | 2021-12-09T14:34:02Z | 2021-12-22T11:02:53Z | 2021-12-22T11:02:53Z | MEMBER | null | null | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
When creating an empty dataset repo, the Dataset Preview provides a helpful message that no files were found. There is a tiny typo in that message: "ressource" should be "resource"
... | {
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https://github.com/huggingface/datasets/pull/3407 | 3,407 | Use max number of data files to infer module | {
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"Cool thanks :) Feel free to merge if it's all good for you"
] | 2021-12-08T14:58:43Z | 2021-12-14T17:08:42Z | 2021-12-14T17:08:42Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When inferring the module for datasets without script, set a maximum number of iterations over data files.
This PR fixes the issue of taking too long when hundred of data files present.
Please, feel free to agree on both numbers:
```
# Datasets without script
DATA_FILES_MAX_NUMBER = 10
ARCHIVED_DATA_FILES_MAX... | {
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https://github.com/huggingface/datasets/pull/3406 | 3,406 | Fix module inference for archive with a directory | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix module inference for an archive file that contains files within a directory.
Fix #3405. | {
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https://github.com/huggingface/datasets/issues/3405 | 3,405 | ZIP format inference does not work when files located in a dir inside the archive | {
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When a zipped file contains archived files within a directory, the function `infer_module_for_data_files_in_archives` does not work.
It only works for files located in the root directory of the ZIP file.
## Steps to reproduce the bug
```python
infer_module_for_data_files_in_archives(["path/... | {
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https://github.com/huggingface/datasets/issues/3404 | 3,404 | Optimize ZIP format inference | {
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] | closed | false | [] | 2021-12-07T18:44:49Z | 2021-12-14T17:08:41Z | 2021-12-14T17:08:41Z | MEMBER | null | null | **Is your feature request related to a problem? Please describe.**
When hundreds of ZIP files are present in a dataset, format inference takes too long.
See: https://github.com/bigscience-workshop/data_tooling/issues/232#issuecomment-986685497
**Describe the solution you'd like**
Iterate over a maximum number o... | {
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https://github.com/huggingface/datasets/issues/3403 | 3,403 | Cannot import name 'maybe_sync' | {
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"Hi ! Can you try updating `fsspec` ? The minimum version is `2021.05.0`",
"hey @lhoestq. I'm using `fsspec-2021.11.1` but still getting that error.",
"Maybe this discussion can help:\r\n\r\nhttps://github.com/fsspec/filesystem_spec/issues/597#issuecomment-958646964",
"Thanks @lhoestq. Downgrading `fsspec and... | 2021-12-07T17:57:59Z | 2021-12-17T07:00:35Z | 2021-12-17T07:00:35Z | CONTRIBUTOR | null | null | ## Describe the bug
Cannot seem to import datasets when running run_summarizer.py script on a VM set up on ovhcloud
## Steps to reproduce the bug
```python
from datasets import load_dataset
```
## Expected results
No error
## Actual results
Traceback (most recent call last):
File "<stdin>", line 1, in... | {
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https://github.com/huggingface/datasets/pull/3402 | 3,402 | More robust first elem check in encode/cast example | {
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https://github.com/huggingface/datasets/issues/3401 | 3,401 | Add Wikimedia pre-processed datasets | {
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"As we are planning to stop using Apache Beam (our `datasets.BeamBasedBuilder`) for the generation of some datasets (including [Wikipedia](https://huggingface.co/datasets/wikipedia/blob/main/wikipedia.py)), I have been working on [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) to:\r\n- Po... | 2021-12-07T17:33:19Z | 2024-10-09T16:10:47Z | 2024-10-09T16:10:47Z | MEMBER | null | null | ## Adding a Dataset
- **Name:** Add pre-processed data to:
- *wikimedia/wikipedia*: https://huggingface.co/datasets/wikimedia/wikipedia
- *wikimedia/wikisource*: https://huggingface.co/datasets/wikimedia/wikisource
- **Description:** Add pre-processed data to the Hub for all languages
- **Paper:** *link to the... | {
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https://github.com/huggingface/datasets/issues/3400 | 3,400 | Improve Wikipedia loading script | {
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"Thanks! See https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikipedia%20Processing.ipynb for more implementation details / some data around the overhead induced by adding the extra preprocessing steps (stripping link prefixes and magic words)",
"Closed by:\r\n- #3435"
] | 2021-12-07T17:29:25Z | 2022-03-22T16:52:28Z | 2022-03-22T16:52:28Z | MEMBER | null | null | As reported by @geohci, the "wikipedia" processing/loading script could be improved by some additional small suggested processing functions:
- _extract_content(filepath):
- Replace .startswith("#redirect") with more structured approach: if elem.find(f"./{namespace}redirect") is None: continue
- _parse_and_clean_wi... | {
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https://github.com/huggingface/datasets/issues/3399 | 3,399 | Add Wikisource dataset | {
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"See notebook by @geohci: https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikisource%20Processing.ipynb",
"See: https://huggingface.co/datasets/wikimedia/wikisource"
] | 2021-12-07T17:21:31Z | 2024-10-09T16:11:27Z | 2024-10-09T16:11:26Z | MEMBER | null | null | ## Adding a Dataset
- **Name:** *wikisource*
- **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:** Additional high quality textual d... | {
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https://github.com/huggingface/datasets/issues/3398 | 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 | 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://github.com/huggingface/datasets/pull/3397 | 3,397 | add BNL newspapers | {
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"\r\n> Also, maybe calling the dataset as \"bnl_historical_newspapers\" and setting \"processed\" as one configuration name?\r\n\r\nThis sounds like a good idea but my only question around this is how easy it would be to use the same approach for processing the other newspaper collections [https://data.bnl.lu/data/... | 2021-12-07T15:43:21Z | 2022-01-17T18:35:34Z | 2022-01-17T18:35:34Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This pull request adds the BNL's [processed newspaper collections](https://data.bnl.lu/data/historical-newspapers/) as a dataset. This is partly done to support BigScience see: https://github.com/bigscience-workshop/data_tooling/issues/192.
The Datacard is more sparse than I would like but I plan to make a separate... | {
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https://github.com/huggingface/datasets/issues/3396 | 3,396 | Install Audio dependencies to support audio decoding | {
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"https://huggingface.co/datasets/projecte-aina/parlament_parla -> works (but we still have to show an audio player)\r\n\r\nhttps://huggingface.co/datasets/openslr -> another issue: `Message: [Errno 2] No such file or directory: '/home/hf/datasets-preview-backend/zip:/asr_javanese/data/00/00004fe6aa.flac'`",
... | 2021-12-07T15:11:36Z | 2022-04-25T16:12:22Z | 2022-04-25T16:12:01Z | MEMBER | null | null | ## Dataset viewer issue for '*openslr*', '*projecte-aina/parlament_parla*'
**Link:** *https://huggingface.co/datasets/openslr*
**Link:** *https://huggingface.co/datasets/projecte-aina/parlament_parla*
Error:
```
Status code: 400
Exception: ImportError
Message: To support decoding audio files, ple... | {
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https://github.com/huggingface/datasets/pull/3395 | 3,395 | Fix formatting in IterableDataset.map docs | {
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https://github.com/huggingface/datasets/issues/3394 | 3,394 | Preserve all feature types when saving a dataset on the Hub with `push_to_hub` | {
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"According to this [comment in the forum](https://discuss.huggingface.co/t/save-datasetdict-to-huggingface-hub/12075/8?u=lhoestq), using `push_to_hub` on a dataset with `ClassLabel` can also make the feature simply disappear when it's reloaded !",
"Maybe we can also fix https://github.com/huggingface/datasets/iss... | 2021-12-07T14:08:30Z | 2021-12-21T17:00:09Z | 2021-12-21T17:00:09Z | COLLABORATOR | null | null | Currently, if one of the dataset features is of type `ClassLabel`, saving the dataset with `push_to_hub` and reloading the dataset with `load_dataset` will return the feature of type `Value`. To fix this, we should do something similar to `save_to_disk` (which correctly preserves the types) and not only push the parque... | {
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https://github.com/huggingface/datasets/issues/3393 | 3,393 | Common Voice Belarusian Dataset | {
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"color": "d93f0b",... | open | false | [] | 2021-12-07T10:37:02Z | 2021-12-09T15:56:03Z | null | NONE | null | null | ## Adding a Dataset
- **Name:** *Common Voice Belarusian Dataset*
- **Description:** *[commonvoice.mozilla.org/be](https://commonvoice.mozilla.org/be)*
- **Data:** *[commonvoice.mozilla.org/be/datasets](https://commonvoice.mozilla.org/be/datasets)*
- **Motivation:** *It has more than 7GB of data, so it will be grea... | null | {
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https://github.com/huggingface/datasets/issues/3392 | 3,392 | Dataset viewer issue for `dansbecker/hackernews_hiring_posts` | {
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"This issue was fixed by me calling `all_datasets.push_to_hub(\"hackernews_hiring_posts\")`.\r\n\r\nThe previous problems were from calling `all_datasets.save_to_disk` and then pushing with `my_repo.git_add` and `my_repo.push_to_hub`.\r\n"
] | 2021-12-07T08:41:01Z | 2021-12-07T14:04:28Z | 2021-12-07T14:04:28Z | COLLABORATOR | null | null | ## Dataset viewer issue for `dansbecker/hackernews_hiring_posts`
**Link:** https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts
*short description of the issue*
Dataset preview not showing for uploaded DatasetDict. See https://discuss.huggingface.co/t/dataset-preview-not-showing-for-uploaded-data... | {
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https://github.com/huggingface/datasets/issues/3391 | 3,391 | method to select columns | {
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"duplicate of #2655"
] | 2021-12-07T02:44:19Z | 2021-12-07T02:45:27Z | 2021-12-07T02:45:27Z | CONTRIBUTOR | null | null | **Is your feature request related to a problem? Please describe.**
* There is currently no way to select some columns of a dataset. In pandas, one can use `df[['col1', 'col2']]` to select columns, but in `datasets`, it results in error.
**Describe the solution you'd like**
* A new method that can be used to cr... | {
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https://github.com/huggingface/datasets/issues/3390 | 3,390 | Loading dataset throws "KeyError: 'Field "builder_name" does not exist in table schema'" | {
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"Got solved it with push_to_hub, closing"
] | 2021-12-06T18:22:49Z | 2021-12-06T20:22:05Z | 2021-12-06T20:22:05Z | NONE | null | null | ## Describe the bug
I have prepared dataset to datasets and now I am trying to load it back Finnish-NLP/voxpopuli_fi
I get "KeyError: 'Field "builder_name" does not exist in table schema'"
My dataset folder and files should be like @patrickvonplaten has here https://huggingface.co/datasets/flax-community/german-c... | {
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https://github.com/huggingface/datasets/issues/3389 | 3,389 | Add EDGAR | {
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"cc @juliensimon ",
"Datasets are not tracked in this repository anymore. But you can make your own dataset in the huggingface hub"
] | 2021-12-06T14:06:11Z | 2022-10-05T10:40:22Z | null | CONTRIBUTOR | null | null | ## Adding a Dataset
- **Name:** EDGAR Database
- **Description:** https://www.sec.gov/edgar/about EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the primary system for companies and others submitting documents under the Securities Act of 1933, the Securities Exchange Act of 1934, the Trust I... | null | {
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https://github.com/huggingface/datasets/pull/3388 | 3,388 | Fix flaky test of the temporary directory used by load_from_disk | {
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"CI failed because of a server error - merging"
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https://github.com/huggingface/datasets/commit/73ed6615b4b3eb74d5311684f7b9e05cdb76c989
I fixed that by not checking the content of the random part of the temporary directory name | {
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https://github.com/huggingface/datasets/pull/3387 | 3,387 | Create Language Modeling task | {
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This can be useful for datasets which are not exclusively used for language modeling and have more than one column:
- for text classification datasets (with columns "review" and "rating", for example), the Language Modeling ta... | {
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https://github.com/huggingface/datasets/pull/3386 | 3,386 | Fix typos in dataset cards | {
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- Fix typos in dataset cards
- Fix Papers With Code ID for:
- Bilingual Corpus of Arabic-English Parallel Tweets
- Tweets Hate Speech Detection
- Add pretty name tags | {
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https://github.com/huggingface/datasets/issues/3385 | 3,385 | None batched `with_transform`, `set_transform` | {
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"Hi ! Thanks for the suggestion :)\r\nIt makes sense to me, and it can surely be implemented by wrapping the user's function to make it a batched function. However I'm not a big fan of the inconsistency it would create with `map`: `with_transform` is batched by default while `map` isn't.\r\n\r\nIs there something y... | 2021-12-06T05:20:54Z | 2022-01-17T15:25:01Z | null | CONTRIBUTOR | null | null | **Is your feature request related to a problem? Please describe.**
A `torch.utils.data.Dataset.__getitem__` operates on a single example.
But 🤗 `Datasets.with_transform` doesn't seem to allow non-batched transform.
**Describe the solution you'd like**
Have a `batched=True` argument in `Datasets.with_transfor... | null | {
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https://github.com/huggingface/datasets/pull/3384 | 3,384 | Adding mMARCO dataset | {
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This way, all the languages covered in the translation are available in a easy way. | {
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https://github.com/huggingface/datasets/pull/3383 | 3,383 | add Georgian data in cc100. | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | update cc100 dataset to support loading Georgian (ka) data which is originally available in CC100 dataset source.
All tests are passed.
Dummy data generated.
metadata generated. | {
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https://github.com/huggingface/datasets/pull/3382 | 3,382 | #3337 Add typing overloads to Dataset.__getitem__ for mypy | {
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"Locally the `make quality` passes with the same dependencies. I would suggest upgrading flake8. (I can take care of it in another PR)\r\ncc @lhoestq ",
"Thank you for fixing flake8! I think we are ready to merge then. "
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Fixes #3337
**Iterable**
Iterable from `collections` cannot have a type, so you can't do `Iterable[int]` for example. `typing` has a Generic version that builds upon the one from `collections`.
**Flake8**
I had to add `# noqa: F811`, this is a bug from Fl... | {
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https://github.com/huggingface/datasets/issues/3381 | 3,381 | Unable to load audio_features from common_voice dataset | {
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"Hi ! Feel free to access `batch[\"audio\"][\"array\"]` and `batch[\"audio\"][\"sampling_rate\"]` instead\r\n\r\n`datasets` 1.16 introduced some changes in `common_voice` and now the `path` field is no longer a path to a local file (but rather the path to the file in the archive it's extracted from)",
"Thanks for... | 2021-12-04T19:59:11Z | 2021-12-06T17:52:42Z | 2021-12-06T17:52:42Z | NONE | null | null | ## Describe the bug
I am not able to load audio features from common_voice dataset
## Steps to reproduce the bug
```
from datasets import load_dataset
import torchaudio
test_dataset = load_dataset("common_voice", "hi", split="test[:2%]")
resampler = torchaudio.transforms.Resample(48_000, 16_000)
def spe... | {
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https://github.com/huggingface/datasets/issues/3380 | 3,380 | [Quick poll] Give your opinion on the future of the Hugging Face Open Source ecosystem! | {
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If you have a couple of minutes and want to participate in shaping the future of the ecosystem, please share your thoughts:
[**hf.co/oss-survey**](https://hf.co/oss-survey)
(please reply in the above feedback form rather than to this th... | {
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https://github.com/huggingface/datasets/pull/3379 | 3,379 | iter_archive on zipfiles with better compression type check | {
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"Hello @lhoestq, thank you for your answer.\r\n\r\nI don't use pytest a lot so I think I might need some help on it :) but I tried some tests for `streaming_download_manager.py` only. I don't know how to test `download_manager.py` since we need to use local files.\r\n\r\n# Comments : \r\n* In **download_manager.py*... | 2021-12-04T01:04:48Z | 2023-01-24T13:00:19Z | 2023-01-24T12:53:08Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hello @lhoestq , thank you for your detailed answer on previous PR !
I made this new PR because I misused git on the previous one #3347.
Related issue #3272.
# Comments :
* For extension check I used the `_get_extraction_protocol` function in **download_manager.py** with a slight change and called it `_get_e... | {
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https://github.com/huggingface/datasets/pull/3378 | 3,378 | Add The Pile subsets | {
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- pubmed
- ubuntu_irc
- europarl
- hacker_news
- nih_exporter
Close bigscience-workshop/data_tooling#301.
CC: @StellaAthena | {
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https://github.com/huggingface/datasets/pull/3377 | 3,377 | COCO 🥥 on the 🤗 Hub? | {
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"@mariosasko I fixed couple of bugs",
"TO-DO: \r\n- [x] Add unlabeled 2017 splits, train and validation splits of 2015\r\n- [x] Add Class Labels as list instead",
"@mariosasko added fine & coarse grained labels, will fix the bugs (currently getting set up with VM, my internet is too slow to run the tests and do... | 2021-12-03T12:55:27Z | 2021-12-20T14:14:01Z | 2021-12-20T14:14:00Z | CONTRIBUTOR | true | {
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I referred to this TFDS code: https://github.com/tensorflow/datasets/blob/2538a08c184d53b37bfcf52cc21dd382572a88f4/tensorflow_datasets/object_detection/coco.py
cc: @mariosasko | {
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https://github.com/huggingface/datasets/pull/3376 | 3,376 | Update clue benchmark | {
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"The CI error is due to missing tags in the CLUE dataset card - merging !"
] | 2021-12-03T12:06:01Z | 2021-12-08T14:14:42Z | 2021-12-08T14:14:41Z | COLLABORATOR | false | {
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https://github.com/huggingface/datasets/pull/3375 | 3,375 | Support streaming zipped dataset repo by passing only repo name | {
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"I just tested and I think this only opens one file ? If there are several files in the ZIP, only the first one is opened. To open several files from a ZIP, one has to call `open` several times.\r\n\r\nWhat about updating the CSV loader to make it `download_and_extract` zip files, and open each extracted file ?",
... | 2021-12-03T10:43:05Z | 2021-12-16T18:03:32Z | 2021-12-16T18:03:31Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Proposed solution:
- I have added the method `iter_files` to DownloadManager and StreamingDownloadManager
- I use this in modules: "csv", "json", "text"
- I test for CSV/JSONL/TXT zipped (and non-zipped) files, both in streaming and non-streaming modes
Fix #3373. | {
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https://github.com/huggingface/datasets/issues/3374 | 3,374 | NonMatchingChecksumError for the CLUE:cluewsc2020, chid, c3 and tnews | {
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"Seems like the issue still exists,:\r\n`Downloading and preparing dataset clue/chid (download: 127.15 MiB, generated: 259.71 MiB, post-processed: Unknown size, total: 386.86 MiB) to /mnt/cache/tanhaochen/.cache/huggingface/datasets/clue/chid/1.0.0/e55b490cb7809dcd8db31b9a87119f2e2ec87cdc060da8a9ac070b070ca3e379...... | 2021-12-03T10:10:54Z | 2021-12-08T14:14:41Z | 2021-12-08T14:14:41Z | NONE | null | null | Hi, it seems like there are updates in cluewsc2020, chid, c3 and tnews, since i could not load them due to the checksum error. | {
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https://github.com/huggingface/datasets/issues/3373 | 3,373 | Support streaming zipped CSV dataset repo by passing only repo name | {
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```
ds_name = "bigscience-catalogue-data/vietnamese_poetry_from_fsoft_ai_lab"
ds = load_dataset(ds_name, split="train", streaming=True,... | {
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https://github.com/huggingface/datasets/issues/3372 | 3,372 | [SEO improvement] Add Dataset Metadata to make datasets indexable | {
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https://github.com/huggingface/datasets/pull/3371 | 3,371 | New: Americas NLI dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the [Americas NLI](https://arxiv.org/abs/2104.08726) dataset, extension of XNLI to 10 low-resource indigenous languages spoken in the Americas: Ashaninka, Aymara, Bribri, Guarani, Nahuatl, Otomi, Quechua, Raramuri, Shipibo-Konibo, and Wixarika.
One odd thing (not sure) is that I had to set
`datasets-... | {
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https://github.com/huggingface/datasets/pull/3370 | 3,370 | Document a training loop for streaming dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I added some docs about streaming dataset. In particular I added two subsections:
- one on how to use `map` for preprocessing
- one on how to use a streaming dataset in a pytorch training loop
cc @patrickvonplaten @stevhliu if you have some comments
cc @Rocketknight1 later we can add the one for TF and I might ne... | {
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https://github.com/huggingface/datasets/issues/3369 | 3,369 | [Audio] Allow resampling for audio datasets in streaming mode | {
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"This requires implementing `cast_column` for iterable datasets, it could be a very nice addition !\r\n\r\n<s>It can also be useful to be able to disable the audio/image decoding for the dataset viewer (see PR https://github.com/huggingface/datasets/pull/3430) cc @severo </s>\r\nEDIT: actually following https://git... | 2021-12-02T14:04:57Z | 2021-12-16T15:55:19Z | 2021-12-16T15:55:19Z | CONTRIBUTOR | null | null | Many audio datasets like Common Voice always need to be resampled. This can very easily be done in non-streaming mode as follows:
```python
from datasets import load_dataset
ds = load_dataset("common_voice", "ab", split="test")
ds = ds.cast_column("audio", Audio(sampling_rate=16_000))
```
However in strea... | {
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https://github.com/huggingface/datasets/pull/3368 | 3,368 | Fix dict source_datasets tagset validator | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently, the `source_datasets` tag validation does not support passing a dict with configuration keys.
This PR:
- Extends `tagset_validator` to support regex tags
- Uses `tagset_validator` to validate dict `source_datasets` | {
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https://github.com/huggingface/datasets/pull/3367 | 3,367 | Fix typo in other-structured-to-text task tag | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix typo in task tag:
- `other-stuctured-to-text` (before)
- `other-structured-to-text` (now) | {
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https://github.com/huggingface/datasets/issues/3366 | 3,366 | Add multimodal datasets | {
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- [ ] #2526
- [x] #1842
- [ ] #1810
Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md).
@VictorSanh feel free to add and sort by priority any interesting dataset. I have added the... | null | {
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https://github.com/huggingface/datasets/issues/3365 | 3,365 | Add task tags for multimodal datasets | {
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"The Hub pulls these tags from [here](https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts) (allows multimodal tasks) now, so I'm closing this issue."
] | 2021-12-02T06:58:20Z | 2023-07-25T18:21:33Z | 2023-07-25T18:21:32Z | MEMBER | null | null | ## **Is your feature request related to a problem? Please describe.**
Currently, task tags are either exclusively related to text or speech processing:
- https://github.com/huggingface/datasets/blob/master/src/datasets/utils/resources/tasks.json
## **Describe the solution you'd like**
We should also add tasks... | {
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https://github.com/huggingface/datasets/pull/3364 | 3,364 | Use the Audio feature in the AutomaticSpeechRecognition template | {
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"Cool !\r\n\r\nI noticed that you removed the `audio_file_path_column` field of the template, note that you also have to update all the dataset_infos.json file that still contain this outdated field. For example in the common_voice you can find this:\r\n```\r\n\"task_templates\": [{\"task\": \"automatic-speech-reco... | 2021-12-01T20:42:26Z | 2022-03-24T14:34:09Z | 2022-03-24T14:34:08Z | MEMBER | false | {
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https://github.com/huggingface/datasets/pull/3363 | 3,363 | Update URL of Jeopardy! dataset | {
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"Closing this PR in favor of #3266.",
"I think you should also close this branch"
] | 2021-12-01T20:08:10Z | 2022-10-06T13:45:49Z | 2021-12-03T12:35:01Z | COLLABORATOR | false | {
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Fix #3361 | {
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https://github.com/huggingface/datasets/pull/3362 | 3,362 | Adapt image datasets | {
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"This PR can be merged after #3163 is merged (this PR is pretty big because I was working on the forked branch).\r\n\r\n@lhoestq @albertvillanova Could you please take a look at the changes in `src/datasets/utils/streaming_download_manager.py`? These changes were required to support streaming of the `cats_vs_dogs` ... | 2021-12-01T19:52:01Z | 2021-12-09T18:37:42Z | 2021-12-09T18:37:41Z | COLLABORATOR | false | {
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* adapts the ImageClassification template to use the new Image feature
* adapts the following datasets to use the new Image feature:
* beans (+ fixes streaming)
* cast_vs_dogs (+ fixes streaming)
* cifar10
* cifar100
* fashion_mnist
* mnist
* head_qa
cc @nateraw | {
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https://github.com/huggingface/datasets/issues/3361 | 3,361 | Jeopardy _URL access denied | {
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"Just a side note: duplicate #3264"
] | 2021-12-01T18:21:33Z | 2021-12-11T12:50:23Z | 2021-12-06T11:16:31Z | CONTRIBUTOR | null | null | ## Describe the bug
http://skeeto.s3.amazonaws.com/share/JEOPARDY_QUESTIONS1.json.gz returns Access Denied now.
However, https://drive.google.com/file/d/0BwT5wj_P7BKXb2hfM3d2RHU1ckE/view?usp=sharing from the original Reddit post https://www.reddit.com/r/datasets/comments/1uyd0t/200000_jeopardy_questions_in_a_json_f... | {
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https://github.com/huggingface/datasets/pull/3360 | 3,360 | Add The Pile USPTO subset | {
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- USPTO subset of The Pile: "uspto" config
Close bigscience-workshop/data_tooling#297.
CC: @StellaAthena | {
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https://github.com/huggingface/datasets/pull/3359 | 3,359 | Add The Pile Free Law subset | {
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"@albertvillanova Is there a specific reason you’re adding the Pile under “the” instead of under “pile”? That does not appear to be consistent with other datasets.",
"Hi @StellaAthena,\r\n\r\nI asked myself the same question, but at the end I decided to be consistent with previously added Pile subsets:\r\n- #2817... | 2021-12-01T16:46:04Z | 2021-12-06T10:12:17Z | 2021-12-01T17:30:44Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Add:
- Free Law subset of The Pile: "free_law" config
Close bigscience-workshop/data_tooling#75.
CC: @StellaAthena | {
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https://github.com/huggingface/datasets/issues/3358 | 3,358 | add new field, and get errors | {
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"Hi, \r\n\r\ncould you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests? ",
"> Hi,\r\n> \r\n> could you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests?\r\n\r\nok."
] | 2021-12-01T16:35:38Z | 2021-12-02T02:26:22Z | 2021-12-02T02:26:22Z | NONE | null | null | after adding new field **tokenized_examples["example_id"]**, and get errors below,
I think it is due to changing data to tensor, and **tokenized_examples["example_id"]** is string list
**all fields**
```
***************** train_dataset 1: Dataset({
features: ['attention_mask', 'end_positions', 'example_id', '... | {
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https://github.com/huggingface/datasets/pull/3357 | 3,357 | Update languages in aeslc dataset card | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | After having worked a bit with the dataset.
As far as I know, it is solely in English (en-US). There are only a few mails in Spanish, French or German (less than a dozen I would estimate). | {
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https://github.com/huggingface/datasets/pull/3356 | 3,356 | to_tf_dataset() refactor | {
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"Also, please don't merge yet - I need to make sure all the code samples and notebooks have a collate_fn specified, since we're removing the ability for this method to work without one!",
"Hi @lhoestq @mariosasko, the other PRs this was depending on in Transformers and huggingface/notebooks are now merged, so thi... | 2021-12-01T14:54:30Z | 2021-12-09T10:26:53Z | 2021-12-09T10:26:53Z | MEMBER | false | {
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- A collator is always required (there was way too much hackiness making things like labels work without it)
- Lots of cleanup and a lot of code moved to `_get_output_signature`
- Should now handle it gra... | {
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https://github.com/huggingface/datasets/pull/3355 | 3,355 | Extend support for streaming datasets that use pd.read_excel | {
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```
ValueError: Cannot seek streaming HTTP file
```
CC: @severo | {
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https://github.com/huggingface/datasets/pull/3354 | 3,354 | Remove duplicate name from dataset cards | {
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- ajgt_twitter_ar
- emotone_ar | {
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https://github.com/huggingface/datasets/issues/3353 | 3,353 | add one field "example_id", but I can't see it in the "comput_loss" function | {
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"Hi ! Your function looks fine, I used to map `squad` locally and it indeed added the `example_id` field correctly.\r\n\r\nHowever I think that in the `compute_loss` method only a subset of the fields are available: the model inputs. Since `example_id` is not a model input (it's not passed as a parameter to the mod... | 2021-12-01T09:35:09Z | 2021-12-01T16:02:39Z | 2021-12-01T16:02:39Z | NONE | null | null | Hi, I add one field **example_id**, but I can't see it in the **comput_loss** function, how can I do this? below is the information of inputs
```
*********************** inputs: {'attention_mask': tensor([[1, 1, 1, ..., 0, 0, 0],
[1, 1, 1, ..., 0, 0, 0],
[1, 1, 1, ..., 0, 0, 0],
...,
... | {
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https://github.com/huggingface/datasets/pull/3352 | 3,352 | Make LABR dataset streamable | {
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Related to: #3350. | {
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https://github.com/huggingface/datasets/pull/3351 | 3,351 | Add VCTK dataset | {
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"Hello @patrickvonplaten, I hope it's okay to ping you with a (dumb) question!\r\n\r\nI've been trying to get `dl_manager.download_and_extract(_DL_URL)` to work with no avail. I verified that this is a problem on two different machines (lab server, GCP), so I doubt it's an issue with network connectivity. Here is t... | 2021-12-01T08:13:17Z | 2022-02-28T09:22:03Z | 2021-12-28T15:05:08Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/3350 | 3,350 | Avoid content-encoding issue while streaming datasets | {
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```
ClientPayloadError: 400, message='Can not decode content-encoding: gzip'
```
Fix #2918.
CC: @severo | {
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https://github.com/huggingface/datasets/pull/3349 | 3,349 | raise exception instead of using assertions. | {
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"@mariosasko - Thanks for the review & suggestions. Updated as per the suggestions. ",
"@mariosasko - Hello, Are there any additional changes required from my end??. Wondering if this PR can be merged or still pending on additional steps.",
"@mariosasko - The approved changes in the PR now has conflicts with th... | 2021-12-01T01:37:51Z | 2021-12-20T16:07:27Z | 2021-12-20T16:07:27Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/3348 | 3,348 | BLEURT: Match key names to correspond with filename | {
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"Thanks for the suggestion! I think the current checked-in `CHECKPOINT_URLS` is already not working. I believe anyone who tried using the new ckpts (`BLEURT-20-X`) can't unless this fix is in. The zip file from bleurt side unzips to directory name matching the filename (capitalized for new ones). For example withou... | 2021-12-01T01:01:18Z | 2021-12-07T16:06:57Z | 2021-12-07T16:06:57Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/3347 | 3,347 | iter_archive for zip files | {
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"And also don't always try streaming with Google Drive - it can have issues because of how Google Drive works (with quotas, restrictions, etc.) and it can indeed cause `BlockSizeError`.\r\n\r\nFeel free to host your test data elsewhere, such as in a dataset repository on https://huggingface.co (see [here](https://h... | 2021-11-30T22:34:17Z | 2021-12-04T00:22:22Z | 2021-12-04T00:22:11Z | CONTRIBUTOR | false | {
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} | * In this PR, I added the option to iterate through zipfiles for `download_manager.py` only.
* Next PR will be the same applied to `streaming_download_manager.py`.
* Related issue #3272.
## Comments :
* There is no `.isreg()` equivalent in zipfile library to check if file is Regular so I used `.is_dir()` instead ... | {
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https://github.com/huggingface/datasets/issues/3346 | 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 | ## 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://github.com/huggingface/datasets/issues/3345 | 3,345 | Failed to download species_800 from Google Drive zip file | {
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"Hi,\r\n\r\nthe dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?",
"> Hi,\r\n> \r\n> the dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?\r\n\r\nI have tried that many time... | 2021-11-30T20:00:28Z | 2021-12-01T17:53:15Z | 2021-12-01T17:53:15Z | CONTRIBUTOR | null | null | ## Describe the bug
One can manually download the zip file on Google Drive, but `load_dataset()` cannot.
related: #3248
## Steps to reproduce the bug
```shell
> python
Python 3.7.12 (default, Sep 5 2021, 08:34:29)
[Clang 11.0.3 (clang-1103.0.32.62)] on darwin
Type "help", "copyright", "credits" or "license" ... | {
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https://github.com/huggingface/datasets/pull/3344 | 3,344 | Add ArrayXD docs | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Documents support for dynamic first dimension in `ArrayXD` from #2891, and explain the `ArrayXD` feature in general.
Let me know if I'm missing anything @lhoestq :) | {
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https://github.com/huggingface/datasets/pull/3343 | 3,343 | Better error message when download fails | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | From our discussions in https://github.com/huggingface/datasets/issues/3269 and https://github.com/huggingface/datasets/issues/3282 it would be nice to have better messages if a download fails.
In particular the error now shows:
- the error from the HEAD request if there's one
- otherwise the response code of the ... | {
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https://github.com/huggingface/datasets/pull/3342 | 3,342 | Fix ASSET dataset data URLs | {
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"> Hi @tianjianjiang, thanks for the fix.\r\n> The links should also be updated in the `dataset_infos.json` file.\r\n> The failing tests are due to the missing tag in the header of the `README.md` file:\r\n\r\nHi @albertvillanova, thank you for the info! My apologies for the messy PR.\r\n"
] | 2021-11-30T17:13:30Z | 2021-12-14T14:50:00Z | 2021-12-14T14:50:00Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Change the branch name "master" to "main" in the data URLs, since facebookresearch has changed that. | {
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https://github.com/huggingface/datasets/issues/3341 | 3,341 | Mirror the canonical datasets to the Hugging Face Hub | {
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"I created a GitHub project to keep track of what needs to be done:\r\nhttps://github.com/huggingface/datasets/projects/3\r\n\r\nI also store my code in a (private for now) repository at https://github.com/huggingface/mirror_canonical_datasets_on_hub",
"I understand that the datasets are mirrored on the Hub now, ... | 2021-11-30T16:42:05Z | 2022-01-26T14:47:37Z | 2022-01-26T14:47:37Z | COLLABORATOR | null | null | - [ ] create a repo on https://hf.co/datasets for every canonical dataset
- [ ] on every commit related to a dataset, update the hf.co repo
See https://github.com/huggingface/moon-landing/pull/1562
@SBrandeis: I let you edit this description if needed to precise the intent. | {
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https://github.com/huggingface/datasets/pull/3340 | 3,340 | Fix JSON ClassLabel casting for integers | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Loading a JSON dataset with ClassLabel feature types currently fails if the JSON data already has integers. Indeed currently it tries to convert the strings to integers without even checking if the data are not integers already.
For example this currently fails:
```python
from datasets import load_dataset, Feature... | {
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https://github.com/huggingface/datasets/issues/3339 | 3,339 | to_tf_dataset fails on TPU | {
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"This might be related to https://github.com/tensorflow/tensorflow/issues/38762 , what do you think @Rocketknight1 ?\r\n> Dataset.from_generator is expected to not work with TPUs as it uses py_function underneath which is incompatible with Cloud TPU 2VM setup. If you would like to read from large datasets, maybe tr... | 2021-11-30T00:50:52Z | 2021-12-02T14:21:27Z | null | NONE | null | null | Using `to_tf_dataset` to create a dataset and then putting it in `model.fit` results in an internal error on TPUs. I've only tried on Colab and Kaggle TPUs, not GCP TPUs.
## Steps to reproduce the bug
I made a colab to show the error. https://colab.research.google.com/drive/12x_PFKzGouFxqD4OuWfnycW_1TaT276z?usp=s... | null | {
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https://github.com/huggingface/datasets/pull/3338 | 3,338 | [WIP] Add doctests for tutorials | {
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"I manage to remove the mentions of ellipsis in the code by launching the command as follows:\r\n\r\n```\r\npython -m doctest -v docs/source/load_hub.rst -o=ELLIPSIS\r\n```\r\n\r\nThe way you put your ellipsis will only work on mac, I've adapted it for linux as well with the following:\r\n\r\n```diff\r\n >>> fro... | 2021-11-29T18:40:46Z | 2023-05-05T17:18:20Z | 2023-05-05T17:18:15Z | MEMBER | true | {
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} | Opening a PR as discussed with @LysandreJik for some help with doctest issues. The goal is to add doctests for each of the tutorials in the documentation to make sure the code samples work as shown.
### Issues
A doctest has been added in the docstring of the `load_dataset_builder` function in `load.py` to handle ... | {
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https://github.com/huggingface/datasets/issues/3337 | 3,337 | Typing of Dataset.__getitem__ could be improved. | {
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"Hi ! Thanks for the suggestion, I didn't know about this decorator.\r\n\r\nIf you are interesting in contributing, feel free to open a pull request to add the overload methods for each typing combination :) To assign you to this issue, you can comment `#self-assign` in this thread.\r\n\r\n`Dataset.__getitem__` is ... | 2021-11-29T16:20:11Z | 2021-12-14T10:28:54Z | 2021-12-14T10:28:54Z | CONTRIBUTOR | null | null | ## Describe the bug
The newly added typing for Dataset.__getitem__ is Union[Dict, List]. This makes tools like mypy a bit awkward to use as we need to check the type manually. We could use type overloading to make this easier. [Documentation](https://docs.python.org/3/library/typing.html#typing.overload)
## Steps... | {
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https://github.com/huggingface/datasets/pull/3336 | 3,336 | Add support for multiple dynamic dimensions and to_pandas conversion for dynamic arrays | {
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TODOs:
* [ ] Cleaner code
* [ ] Formatting issues (if NumPy doesn't allow broadcasting even though dtype is np.object)
* [ ] Fix some issues with zero-dim tensors
* [ ... | {
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https://github.com/huggingface/datasets/pull/3335 | 3,335 | add Speech commands dataset | {
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"@anton-l ping",
"@lhoestq \r\nHi Quentin! Thank you for your feedback and suggestions! 🤗\r\n\r\nYes, that was actually what I wanted to do next - I mean the steaming stuff :)\r\nAlso, I need to make some changes to the readme (to account for the updated features set).\r\n\r\nHopefully, I will be done by tomorro... | 2021-11-29T13:52:47Z | 2021-12-10T10:37:21Z | 2021-12-10T10:30:15Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | closes #3283 | {
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https://github.com/huggingface/datasets/issues/3334 | 3,334 | Integrate Polars library | {
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"If possible, a neat API could be something like `Dataset.to_polars()`, as well as `Dataset.set_format(\"polars\")`",
"Note they use a \"custom\" implementation of Arrow: [Arrow2](https://github.com/jorgecarleitao/arrow2).",
"Polars has grown rapidly in popularity over the last year - could you consider integra... | 2021-11-29T12:31:54Z | 2024-08-31T05:31:28Z | 2024-08-31T05:31:27Z | MEMBER | null | null | Check potential integration of the Polars library: https://github.com/pola-rs/polars
- Benchmark: https://h2oai.github.io/db-benchmark/
CC: @thomwolf @lewtun
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https://github.com/huggingface/datasets/issues/3333 | 3,333 | load JSON files, get the errors | {
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"Hi ! The message you're getting is not an error. It simply says that your JSON dataset is being prepared to a location in `/root/.cache/huggingface/datasets`",
"> \r\n\r\nbut I want to load local JSON file by command\r\n`python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_di... | 2021-11-28T14:29:58Z | 2021-12-01T09:34:31Z | 2021-12-01T03:57:48Z | NONE | null | null | Hi, does this bug be fixed? when I load JSON files, I get the same errors by the command
`!python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_dir ./re_trained_model/`
change the dateset to load json by refering to https://huggingface.co/docs/datasets/loading.html
`dataset = ... | {
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https://github.com/huggingface/datasets/pull/3332 | 3,332 | Fix error message and add extension fallback | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix the error message raised if `infered_module_name` is `None` in `CommunityDatasetModuleFactoryWithoutScript.get_module` and make `infer_module_for_data_files` more robust.
In the linked issue, `infer_module_for_data_files` returns `None` because `json` is the second most common extension due to the suffix orderi... | {
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https://github.com/huggingface/datasets/issues/3331 | 3,331 | AttributeError: 'CommunityDatasetModuleFactoryWithoutScript' object has no attribute 'path' | {
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"Hi,\r\n\r\nthe fix was merged and will be available in the next release of `datasets`.\r\nIn the meantime, you can use it by installing `datasets` directly from master as follows:\r\n```\r\npip install git+https://github.com/huggingface/datasets.git\r\n```"
] | 2021-11-28T08:54:05Z | 2021-11-29T13:49:44Z | 2021-11-29T13:34:14Z | NONE | null | null | ## Describe the bug
I add a new question answering dataset to huggingface datasets manually. Here is the link: [luozhouyang/question-answering-datasets](https://huggingface.co/datasets/luozhouyang/question-answering-datasets)
But when I load the dataset, an error raised:
```bash
AttributeError: 'CommunityDatas... | {
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https://github.com/huggingface/datasets/pull/3330 | 3,330 | Change TriviaQA license (#3313) | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fixes (#3313) | {
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https://github.com/huggingface/datasets/issues/3329 | 3,329 | Map function: Type error on iter #999 | {
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"Hi, thanks for reporting.\r\n\r\nIt would be really helpful if you could provide the actual code of the `text_numbers_to_int` function so we can reproduce the error.",
"```\r\ndef text_numbers_to_int(text, column=\"\"):\r\n \"\"\"\r\n Convert text numbers to int.\r\n\r\n :param text: text numbers\r\n ... | 2021-11-27T17:53:05Z | 2021-11-29T20:40:15Z | 2021-11-29T20:40:15Z | NONE | null | null | ## Describe the bug
Using the map function, it throws a type error on iter #999
Here is the code I am calling:
```
dataset = datasets.load_dataset('squad')
dataset['validation'].map(text_numbers_to_int, input_columns=['context'], fn_kwargs={'column': 'context'})
```
text_numbers_to_int returns the input text ... | {
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https://github.com/huggingface/datasets/pull/3328 | 3,328 | Quick fix error formatting | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | While working on a dataset, I got the error
```
TypeError: Provided `function` which is applied to all elements of table returns a `dict` of types {[type(x) for x in processed_inputs.values()]}. When using `batched=True`, make sure provided `function` returns a `dict` of types like `{allowed_batch_return_types}`.
``... | {
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https://github.com/huggingface/datasets/issues/3327 | 3,327 | "Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)" | {
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"#3323 "
] | 2021-11-26T16:26:36Z | 2021-11-26T16:44:11Z | 2021-11-26T16:44:11Z | CONTRIBUTOR | null | null | ## Describe the bug
Passing a correctly shaped Numpy-Array to get_nearest_examples leads to the Exception
"Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)"
Probably the reason for this is a wrongly converted assertion.
1.15.1:
`assert len(query.shape) == 1 or (len(query.shape) == 2... | {
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