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https://api.github.com/repos/huggingface/datasets/issues/6108/comments | https://api.github.com/repos/huggingface/datasets/issues/6108/timeline | null | null | null | I_kwDODunzps5tGOGz | open | [] | null | 6,108 | {
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"Yesterday I waited for more than 12 hours to make sure it was really **stuck** instead of proceeding too slow.",
"I've had similar weird issues with `load_dataset` as well. Not multiple files, but dataset is quite big, about 50G.",
"We use a generic multiprocessing code, so there is little we can do about this... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I try to use `load_dataset()` to load several local `.jsonl` files as a dataset. Every line of these files is a json structure only containing one key `text` (yeah it is a dataset for NLP model). The code snippet is as:
```python
ds = load_dataset("json", data_files=LIST_OF_FILE_PATHS, num_proc=... | 2024-02-05T08:55:16Z | https://github.com/huggingface/datasets/issues/6108 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix issues with the deprecation of `use_auth_token` introduced by:
- #5996
in functions:
- `get_authentication_headers_for_url`
- `request_etag`
- `get_from_cache`
Currently, `TypeError` is raised: https://github.com/huggingface/datasets-server/actions/runs/5711650666/job/15484685570?pr=1588
```
FAILED tes... | 2023-08-03T10:13:32Z | https://github.com/huggingface/datasets/pull/6107 | {
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"Hi! We use PyArrow to read JSON files, and PyArrow doesn't allow different value types in the same column. #5776 should address this.\r\n\r\nIn the meantime, you can combine `Dataset.from_generator` with the above code to cast the values to the same type. ",
"Thanks for your help!"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I tried to load local json file as dataset but failed to parsing json file because some columns are 'float' type.
### Steps to reproduce the bug
1. load json file with certain columns are 'float' type. For example `data = load_data("json", data_files=JSON_PATH)`
2. Then, the error will be trigg... | 2023-08-18T01:46:35Z | https://github.com/huggingface/datasets/issues/6106 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix `resolve_pattern` for filesystems with tuple protocol.
Fix #6100.
The bug code lines were introduced by:
- #6028 | 2023-08-01T10:48:52Z | https://github.com/huggingface/datasets/pull/6105 | {
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"Possibly related:\r\n- https://github.com/pytorch/pytorch/issues/22462"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
Doing a simple `some_dataset[:10]` can take more than a minute.
Profiling it:
<img width="1280" alt="image" src="https://github.com/huggingface/datasets/assets/36224762/e641fb95-ff02-4072-9016-5416a65f75ab">
`some_dataset` is completely in memory with no disk cache.
This is proving fat... | 2023-08-01T11:22:43Z | https://github.com/huggingface/datasets/issues/6104 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6103). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-31T06:55:58Z | https://github.com/huggingface/datasets/pull/6103 | {
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"Thanks for reporting, @bilelomrani1.\r\n\r\nWe are fixing it. ",
"We have fixed it. We are planning to do a patch release today."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Loading a dataset from a GCP bucket raises a type error. This bug was introduced recently (either in 2.14 or 2.14.1), and appeared during a migration from 2.13.1.
### Steps to reproduce the bug
Load any file from a GCP bucket:
```python
import datasets
datasets.load_dataset("json", data_f... | 2023-08-03T10:00:48Z | https://github.com/huggingface/datasets/issues/6100 | {
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"Seems like the problem isn't with the library, but the dataset itself hosted on AWS S3.\r\n\r\nIts [homepage](https://s3.amazonaws.com/amazon-reviews-pds/readme.html) returns an `AccessDenied` XML response, which is the same thing you get if you try to log the `record` that triggers the exception\r\n\r\n```python\... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I have been trying to load 'amazon_us_dataset" but unable to do so.
`amazon_us_reviews = load_dataset('amazon_us_reviews')`
`print(amazon_us_reviews)`
> [ValueError: Config name is missing.
Please pick one among the available configs: ['Wireless_v1_00', 'Watches_v1_00', 'Video_Games_v1... | 2023-08-21T05:08:08Z | https://github.com/huggingface/datasets/issues/6099 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"> I am not sure why the case distinction between local and remote filesystems is even necessary for DatasetDict when saving to disk. Imo this could be removed (leaving only fs.makedirs(dataset_dict_path, exist_ok=True)).\r\n\r\nIndee... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixes #5651. The same problem occurs when loading from disk so I fixed it there too.
I am not sure why the case distinction between local and remote filesystems is even necessary for `DatasetDict` when saving to disk. Imo this could be removed (leaving only `fs.makedirs(dataset_dict_path, exist_ok=True)`). | 2023-10-27T14:14:11Z | https://github.com/huggingface/datasets/pull/6098 | {
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https://api.github.com/repos/huggingface/datasets/issues/6097/comments | https://api.github.com/repos/huggingface/datasets/issues/6097/timeline | 2023-07-28T20:49:58Z | null | completed | I_kwDODunzps5s5qI_ | closed | [] | null | 6,097 | {
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"following_url": "https://api.github.com/users/aschoenauer-sebag/following{/other_u... | Dataset.get_nearest_examples does not return all feature values for the k most similar datapoints - side effect of Dataset.set_format | https://api.github.com/repos/huggingface/datasets/issues/6097/events | null | https://api.github.com/repos/huggingface/datasets/issues/6097/labels{/name} | 2023-07-28T20:31:59Z | null | false | null | null | 1,827,054,143 | [] | https://api.github.com/repos/huggingface/datasets/issues/6097 | [
"Actually, my bad -- specifying\r\n```python\r\nfoo.set_format('numpy', ['vectors'], output_all_columns=True)\r\n```\r\nfixes it."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi team!
I observe that there seems to be a side effect of `Dataset.set_format`: after setting a format and creating a FAISS index, the method `get_nearest_examples` from the `Dataset` class, fails to retrieve anything else but the embeddings themselves - not super useful. This is not the case ... | 2023-07-28T20:49:58Z | https://github.com/huggingface/datasets/issues/6097 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6096). All of your documentation changes will be reflected on that endpoint.",
"Hi here @lhoestq @mariosasko I just realised this PR is still open, should we close it in case this is something not to include within `datasets`, ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi to whoever is reading this! 🤗 (Most likely @mariosasko)
## What's in this PR?
This PR replaces the `open` from Python with `fsspec.open` and adds the argument `storage_options` for the methods `to_json`, `to_csv`, and `to_parquet`, to allow users to export any 🤗`Dataset` into a file in a file-system as reque... | 2024-03-07T07:58:16Z | https://github.com/huggingface/datasets/pull/6096 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR fixes an issue with the deprecation of `errors` in `TextConfig` introduced by:
- #5974
```python
In [1]: ds = load_dataset("text", data_files="test.txt", errors="strict")
---------------------------------------------------------------------------
TypeError Traceback (most ... | 2023-07-31T05:26:32Z | https://github.com/huggingface/datasets/pull/6095 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR fixes an issue with the deprecation of `use_auth_token` in `DownloadConfig` introduced by:
- #5996
```python
In [1]: from datasets import DownloadConfig
In [2]: DownloadConfig(use_auth_token=False)
---------------------------------------------------------------------------
TypeError ... | 2023-07-31T05:08:41Z | https://github.com/huggingface/datasets/pull/6094 | {
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"gists_url"... | Deprecate `download_custom` | https://api.github.com/repos/huggingface/datasets/issues/6093/events | null | https://api.github.com/repos/huggingface/datasets/issues/6093/labels{/name} | 2023-07-28T10:49:06Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Deprecate `DownloadManager.download_custom`. Users should use `fsspec` URLs (cacheable) or make direct requests with `fsspec`/`requests` (not cacheable) instead.
We should deprecate this method as it's not compatible with streaming, and implementing the streaming version of it is hard/impossible. There have been req... | 2023-08-21T17:51:34Z | https://github.com/huggingface/datasets/pull/6093 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6090 | 2023-07-28T10:59:28Z | https://github.com/huggingface/datasets/pull/6092 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix https://github.com/huggingface/datasets/issues/6087
(Colab installs 2023.6.0, so we should be good) | 2023-07-28T10:16:11Z | https://github.com/huggingface/datasets/pull/6091 | {
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"Thanks for reporting. We've merged a PR with a fix."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When initializing `FilesIterable` with a list of file paths using `FilesIterable.from_paths`, it will discard all the files after a hidden file.
The problem is in [this line](https://github.com/huggingface/datasets/blob/88896a7b28610ace95e444b94f9a4bc332cc1ee3/src/datasets/download/download_manag... | 2023-07-28T10:51:14Z | https://github.com/huggingface/datasets/issues/6090 | {
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"We could add a \"threads\" parallel backend to `datasets.parallel.parallel_backend` to support downloading with threads but note that `download_and_extract` also decompresses archives, and this is a CPU-intensive task, which is not ideal for (Python) threads (good for IO-intensive tasks).",
"> We could add a \"t... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When I load_dataset with num_proc > 0 in a deamon process, I got an error:
```python
File "/Users/codingl2k1/Work/datasets/src/datasets/download/download_manager.py", line 564, in download_and_extract
return self.extract(self.download(url_or_urls))
^^^^^^^^^^^^^^^^^
File "/Users... | 2023-07-31T02:34:02Z | https://github.com/huggingface/datasets/issues/6089 | {
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```python
# Load a JSON file
from datasets import load_dataset
ds = load_dataset('json', data_files='path/to/local/my_... | 2023-07-28T05:02:22Z | https://github.com/huggingface/datasets/issues/6088 | {
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"Thanks for reporting! A PR with a fix has just been merged."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
fsspec.callbacks.TqdmCallback (used in https://github.com/huggingface/datasets/blob/73bed12ecda17d1573fd3bf73ed5db24d3622f86/src/datasets/utils/file_utils.py#L338) was first released in fsspec [2022.3.0](https://github.com/fsspec/filesystem_spec/releases/tag/2022.3.0, commit where it was added: ht... | 2023-07-28T10:07:56Z | https://github.com/huggingface/datasets/issues/6087 | {
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https://api.github.com/repos/huggingface/datasets/issues/6086/comments | https://api.github.com/repos/huggingface/datasets/issues/6086/timeline | 2024-03-07T07:22:42Z | null | completed | I_kwDODunzps5sx250 | closed | [
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"Hi @mariosasko unless someone's already working on it, I guess I can tackle it!",
"Hi! Sure, feel free to tackle this.",
"#self-assign",
"I'm assuming this should just cover `to_csv`, `to_parquet`, and `to_json`, right? As `to_list` and `to_dict` just return Python objects, `to_pandas` returns a `pandas.Data... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Supporting this should be fairly easy.
Requested on the forum [here](https://discuss.huggingface.co/t/how-can-i-convert-a-loaded-dataset-in-to-a-parquet-file-and-save-it-to-the-s3/48353). | 2024-03-07T07:22:43Z | https://github.com/huggingface/datasets/issues/6086 | {
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https://api.github.com/repos/huggingface/datasets/issues/6085/comments | https://api.github.com/repos/huggingface/datasets/issues/6085/timeline | null | null | null | PR_kwDODunzps5WlAyA | open | [] | true | 6,085 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Testing `ds = load_dataset("audiofolder", data_files="s3://datasets.huggingface.co/SpeechCommands/v0.01/v0.01_test.tar.gz", storage_options={"anon": True})` and trying to fix the issues raised by `fsspec` ...
TODO: fix
```
self.session = aiobotocore.session.AioSession(**self.kwargs)
TypeError: __init__() got ... | 2023-07-27T19:06:13Z | https://github.com/huggingface/datasets/pull/6085 | {
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"g... | Changing pixel values of images in the Winoground dataset | https://api.github.com/repos/huggingface/datasets/issues/6084/events | null | https://api.github.com/repos/huggingface/datasets/issues/6084/labels{/name} | 2023-07-27T17:55:35Z | null | false | null | null | 1,824,896,761 | [] | https://api.github.com/repos/huggingface/datasets/issues/6084 | [] | https://api.github.com/repos/huggingface/datasets | NONE | Hi, as I followed the instructions, with lasted "datasets" version:
"
from datasets import load_dataset
examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>)
"
I got slightly different datasets in colab and in my hpc environment. Specifically, the pixel values of images are slight... | 2023-07-27T17:55:35Z | https://github.com/huggingface/datasets/issues/6084 | {
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https://api.github.com/repos/huggingface/datasets/issues/6083/comments | https://api.github.com/repos/huggingface/datasets/issues/6083/timeline | 2023-07-27T17:11:01Z | null | null | PR_kwDODunzps5WkgAI | closed | [] | false | 6,083 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6083). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-27T17:22:05Z | https://github.com/huggingface/datasets/pull/6083 | {
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https://api.github.com/repos/huggingface/datasets/issues/6082/comments | https://api.github.com/repos/huggingface/datasets/issues/6082/timeline | 2023-07-27T17:08:38Z | null | null | PR_kwDODunzps5WkdIn | closed | [] | false | 6,082 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6082). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-31T06:32:16Z | https://github.com/huggingface/datasets/pull/6082 | {
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https://api.github.com/repos/huggingface/datasets/issues/6081/comments | https://api.github.com/repos/huggingface/datasets/issues/6081/timeline | 2023-07-28T11:01:04Z | null | null | PR_kwDODunzps5WjU0k | closed | [] | false | 6,081 | {
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"gists_url"... | Deprecate `Dataset.export` | https://api.github.com/repos/huggingface/datasets/issues/6081/events | null | https://api.github.com/repos/huggingface/datasets/issues/6081/labels{/name} | 2023-07-27T14:22:18Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Deprecate `Dataset.export` that generates a TFRecord file from a dataset as this method is undocumented, and the usage seems low. Users should use [TFRecordWriter](https://www.tensorflow.org/api_docs/python/tf/io/TFRecordWriter#write) or the official [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) t... | 2023-07-28T11:09:54Z | https://github.com/huggingface/datasets/pull/6081 | {
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https://api.github.com/repos/huggingface/datasets/issues/6080/comments | https://api.github.com/repos/huggingface/datasets/issues/6080/timeline | 2023-07-26T16:14:34Z | null | null | PR_kwDODunzps5WdL4K | closed | [] | false | 6,080 | {
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"gists_url"... | Remove README link to deprecated Colab notebook | https://api.github.com/repos/huggingface/datasets/issues/6080/events | null | https://api.github.com/repos/huggingface/datasets/issues/6080/labels{/name} | 2023-07-26T15:27:49Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2023-07-26T16:24:43Z | https://github.com/huggingface/datasets/pull/6080 | {
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https://api.github.com/repos/huggingface/datasets/issues/6079/comments | https://api.github.com/repos/huggingface/datasets/issues/6079/timeline | 2023-07-30T14:09:06Z | null | completed | I_kwDODunzps5soqFf | closed | [] | null | 6,079 | {
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"following_url": "https://api.github.com/users/arindamsarkar93/following{/other_user}",... | Iterating over DataLoader based on HF datasets is stuck forever | https://api.github.com/repos/huggingface/datasets/issues/6079/events | null | https://api.github.com/repos/huggingface/datasets/issues/6079/labels{/name} | 2023-07-26T14:52:37Z | null | false | null | null | 1,822,597,471 | [] | https://api.github.com/repos/huggingface/datasets/issues/6079 | [
"When the process starts to hang, can you interrupt it with CTRL + C and paste the error stack trace here? ",
"Thanks @mariosasko for your prompt response, here's the stack trace:\r\n\r\n```\r\nKeyboardInterrupt Traceback (most recent call last)\r\nCell In[12], line 4\r\n 2 t = time.t... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am using Amazon Sagemaker notebook (Amazon Linux 2) with python 3.10 based Conda environment.
I have a dataset in parquet format locally. When I try to iterate over it, the loader is stuck forever. Note that the same code is working for python 3.6 based conda environment seamlessly. What shou... | 2024-02-07T17:46:52Z | https://github.com/huggingface/datasets/issues/6079 | {
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https://api.github.com/repos/huggingface/datasets/issues/6078/comments | https://api.github.com/repos/huggingface/datasets/issues/6078/timeline | 2023-07-28T11:05:03Z | null | completed | I_kwDODunzps5soSpg | closed | [] | null | 6,078 | {
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"g... | resume_download with streaming=True | https://api.github.com/repos/huggingface/datasets/issues/6078/events | null | https://api.github.com/repos/huggingface/datasets/issues/6078/labels{/name} | 2023-07-26T14:08:22Z | null | false | null | null | 1,822,501,472 | [] | https://api.github.com/repos/huggingface/datasets/issues/6078 | [
"Currently, it's not possible to efficiently resume streaming after an error. Eventually, we plan to support this for Parquet (see https://github.com/huggingface/datasets/issues/5380). ",
"Ok thank you for your answer",
"I'm closing this as a duplicate of #5380"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I used:
```
dataset = load_dataset(
"oscar-corpus/OSCAR-2201",
token=True,
language="fr",
streaming=True,
split="train"
)
```
Unfortunately, the server had a problem during the training process. I saved the step my training stopped at.
But how can I resume download f... | 2023-07-28T11:05:03Z | https://github.com/huggingface/datasets/issues/6078 | {
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https://api.github.com/repos/huggingface/datasets/issues/6077/comments | https://api.github.com/repos/huggingface/datasets/issues/6077/timeline | null | null | null | I_kwDODunzps5soPEa | open | [] | null | 6,077 | {
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"The `MAX_MAP_BATCH_SIZE = 1_000_000_000` hack is bad as it loads the entire dataset into RAM when performing `.map`. Instead, it's best to use `.iter(batch_size)` to iterate over the data batches and compute `mean` for each column. (`stddev` can be computed in another pass).\r\n\r\nAlso, these arrays are big, so i... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
Hi !
I'm currently working with a large (~150GB) unnormalized dataset at work.
The dataset is available on a read-only filesystem internally, and I use a [loading script](https://huggingface.co/docs/datasets/dataset_script) to retreive it.
I want to normalize the features of the dataset, ... | 2023-07-28T09:21:07Z | https://github.com/huggingface/datasets/issues/6077 | {
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https://api.github.com/repos/huggingface/datasets/issues/6076/comments | https://api.github.com/repos/huggingface/datasets/issues/6076/timeline | 2023-07-27T16:14:40Z | null | null | PR_kwDODunzps5WcGVR | closed | [] | false | 6,076 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Don't accept gzip encoding from github, otherwise some files are not streamable + seekable.
fix https://huggingface.co/datasets/code_x_glue_cc_code_to_code_trans/discussions/2#64c0e0c1a04a514ba6303e84
and making sure https://github.com/huggingface/datasets/issues/2918 works as well | 2023-07-27T16:15:11Z | https://github.com/huggingface/datasets/pull/6076 | {
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https://api.github.com/repos/huggingface/datasets/issues/6075/comments | https://api.github.com/repos/huggingface/datasets/issues/6075/timeline | 2023-07-26T13:08:08Z | null | completed | I_kwDODunzps5snrkW | closed | [] | null | 6,075 | {
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"gists_url": "https:... | Error loading music files using `load_dataset` | https://api.github.com/repos/huggingface/datasets/issues/6075/events | null | https://api.github.com/repos/huggingface/datasets/issues/6075/labels{/name} | 2023-07-26T12:44:05Z | null | false | null | null | 1,822,341,398 | [] | https://api.github.com/repos/huggingface/datasets/issues/6075 | [
"This code behaves as expected on my local machine or in Colab. Which version of `soundfile` do you have installed? MP3 requires `soundfile>=0.12.1`.",
"I upgraded the `soundfile` and it's working now! \r\nThanks @mariosasko for the help!"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I tried to load a music file using `datasets.load_dataset()` from the repository - https://huggingface.co/datasets/susnato/pop2piano_real_music_test
I got the following error -
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/susnato/anaconda3/en... | 2023-07-26T13:08:08Z | https://github.com/huggingface/datasets/issues/6075 | {
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https://api.github.com/repos/huggingface/datasets/issues/6074/comments | https://api.github.com/repos/huggingface/datasets/issues/6074/timeline | 2023-07-27T16:16:02Z | null | null | PR_kwDODunzps5Wb8O_ | closed | [] | false | 6,074 | {
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"gists_url"... | Misc doc improvements | https://api.github.com/repos/huggingface/datasets/issues/6074/events | null | https://api.github.com/repos/huggingface/datasets/issues/6074/labels{/name} | 2023-07-26T12:20:54Z | null | false | null | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Removes the warning about requiring to write a dataset loading script to define multiple configurations, as the README YAML can be used instead (for simple cases). Also, deletes the section about using the `BatchSampler` in `torch<=1.12.1` to speed up loading, as `torch 1.12.1` is over a year old (and `torch 2.0` has b... | 2023-07-27T16:16:28Z | https://github.com/huggingface/datasets/pull/6074 | {
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https://api.github.com/repos/huggingface/datasets/issues/6073/comments | https://api.github.com/repos/huggingface/datasets/issues/6073/timeline | 2023-08-29T15:53:59Z | null | completed | I_kwDODunzps5snBL8 | closed | [] | null | 6,073 | {
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"g... | version2.3.2 load_dataset()data_files can't include .xxxx in path | https://api.github.com/repos/huggingface/datasets/issues/6073/events | null | https://api.github.com/repos/huggingface/datasets/issues/6073/labels{/name} | 2023-07-26T11:09:31Z | null | false | null | null | 1,822,167,804 | [] | https://api.github.com/repos/huggingface/datasets/issues/6073 | [
"Version 2.3.2 is over one year old, so please use the latest release (2.14.0) to get the expected behavior. Version 2.3.2 does not contain some fixes we made to fix resolving hidden files/directories (starting with a dot)."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
First, I cd workdir.
Then, I just use load_dataset("json", data_file={"train":"/a/b/c/.d/train/train.json", "test":"/a/b/c/.d/train/test.json"})
that couldn't work and
<FileNotFoundError: Unable to find
'/a/b/c/.d/train/train.jsonl' at
/a/b/c/.d/>
And I debug, it is fine in version2.1.2... | 2023-08-29T15:53:59Z | https://github.com/huggingface/datasets/issues/6073 | {
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https://api.github.com/repos/huggingface/datasets/issues/6072/comments | https://api.github.com/repos/huggingface/datasets/issues/6072/timeline | 2023-07-27T12:42:57Z | null | null | PR_kwDODunzps5WbWFN | closed | [] | false | 6,072 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | close https://github.com/huggingface/datasets/issues/6071 | 2023-07-27T12:51:51Z | https://github.com/huggingface/datasets/pull/6072 | {
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https://api.github.com/repos/huggingface/datasets/issues/6071/comments | https://api.github.com/repos/huggingface/datasets/issues/6071/timeline | 2023-07-27T12:42:58Z | null | completed | I_kwDODunzps5smV9d | closed | [] | null | 6,071 | {
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"... | storage_options provided to load_dataset not fully piping through since datasets 2.14.0 | https://api.github.com/repos/huggingface/datasets/issues/6071/events | null | https://api.github.com/repos/huggingface/datasets/issues/6071/labels{/name} | 2023-07-26T09:37:20Z | null | false | null | null | 1,821,990,749 | [] | https://api.github.com/repos/huggingface/datasets/issues/6071 | [
"Hi ! Thanks for reporting, I opened a PR to fix this\r\n\r\nWhat filesystem are you using ?",
"Hi @lhoestq ! Thank you so much 🙌 \r\n\r\nIt's a bit of a custom setup, but in practice I am using a [pyarrow.fs.S3FileSystem](https://arrow.apache.org/docs/python/generated/pyarrow.fs.S3FileSystem.html) (wrapped in a... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Since the latest release of `datasets` (`2.14.0`), custom filesystem `storage_options` passed to `load_dataset()` do not seem to propagate through all the way - leading to problems if loading data files that need those options to be set.
I think this is because of the new `_prepare_path_and_sto... | 2023-07-27T12:42:58Z | https://github.com/huggingface/datasets/issues/6071 | {
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https://api.github.com/repos/huggingface/datasets/issues/6070/comments | https://api.github.com/repos/huggingface/datasets/issues/6070/timeline | 2023-07-25T18:10:16Z | null | null | PR_kwDODunzps5WXDLc | closed | [] | false | 6,070 | {
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"gists_url"... | Fix Quickstart notebook link | https://api.github.com/repos/huggingface/datasets/issues/6070/events | null | https://api.github.com/repos/huggingface/datasets/issues/6070/labels{/name} | 2023-07-25T17:48:37Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Reported in https://github.com/huggingface/datasets/pull/5902#issuecomment-1649885621 (cc @alvarobartt) | 2023-07-25T18:19:01Z | https://github.com/huggingface/datasets/pull/6070 | {
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https://api.github.com/repos/huggingface/datasets/issues/6069/comments | https://api.github.com/repos/huggingface/datasets/issues/6069/timeline | 2023-07-27T12:42:17Z | null | completed | I_kwDODunzps5sh68v | closed | [] | null | 6,069 | {
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"gists_url": "https:... | KeyError: dataset has no key "image" | https://api.github.com/repos/huggingface/datasets/issues/6069/events | null | https://api.github.com/repos/huggingface/datasets/issues/6069/labels{/name} | 2023-07-25T17:45:50Z | null | false | null | null | 1,820,831,535 | [] | https://api.github.com/repos/huggingface/datasets/issues/6069 | [
"You can list the dataset's columns with `ds.column_names` before `.map` to check whether the dataset has an `image` column. If it doesn't, then this is a bug. Otherwise, please paste the line with the `.map` call.\r\n\r\n\r\n",
"This is the piece of code I am running:\r\n```\r\ndata_transforms = utils.get_data_a... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I've loaded a local image dataset with:
`ds = laod_dataset("imagefolder", data_dir=path-to-data)`
And defined a transform to process the data, following the Datasets docs.
However, I get a keyError error, indicating there's no "image" key in my dataset. When I printed out the example_batch ... | 2023-07-27T12:42:17Z | https://github.com/huggingface/datasets/issues/6069 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | related to https://github.com/huggingface/datasets/issues/6066 | 2023-07-25T15:29:39Z | https://github.com/huggingface/datasets/pull/6068 | {
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https://api.github.com/repos/huggingface/datasets/issues/6067/comments | https://api.github.com/repos/huggingface/datasets/issues/6067/timeline | 2023-07-25T09:54:12Z | null | null | PR_kwDODunzps5WT7EQ | closed | [] | false | 6,067 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
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"Hi ! I opened https://github.com/huggingface/datasets/pull/6067 to add the missing `_lock`\r\n\r\nWe'll do a patch release soon, but feel free to install `datasets` from source in the meantime",
"I have tested the latest main, it does not work.\r\n\r\nI add more logs to reproduce this issue, it looks like a mult... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```python
File "/Users/codingl2k1/.pyenv/versions/3.11.4/lib/python3.11/site-packages/datasets/load.py", line 1034, in get_module
data_files = DataFilesDict.from_patterns(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/codingl2k1/.pyenv/versions/3.11.4/lib/python3.11/site-p... | 2023-07-26T10:56:25Z | https://github.com/huggingface/datasets/issues/6066 | {
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"Thanks for working on this. However, having thought about this issue a bit more, supporting this doesn't seem like a good idea - it's better to be explicit than implicit, according to the Zen of Python 🙂. Also, I don't think many users would use this, so this raises the question of whether this is something we wa... | https://api.github.com/repos/huggingface/datasets | NONE | As discussed [here](https://github.com/huggingface/datasets/issues/5965), there are some cases where datasets is unable to automatically promote columns during mapping. The fix is to explicitly provide a `features` definition so pyarrow can configure itself with the right column types from the outset.
This PR provid... | 2023-07-26T15:13:45Z | https://github.com/huggingface/datasets/pull/6065 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6064). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-24T16:05:19Z | https://github.com/huggingface/datasets/pull/6064 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2023-07-24T14:43:48Z | https://github.com/huggingface/datasets/pull/6062 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adds support for dill 3.7. | 2023-07-24T14:13:20Z | https://github.com/huggingface/datasets/pull/6061 | {
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https://api.github.com/repos/huggingface/datasets/issues/6060/comments | https://api.github.com/repos/huggingface/datasets/issues/6060/timeline | 2024-01-22T18:35:12Z | null | completed | I_kwDODunzps5sR1To | closed | [] | null | 6,060 | {
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"gists_u... | Dataset.map() execute twice when in PyTorch DDP mode | https://api.github.com/repos/huggingface/datasets/issues/6060/events | null | https://api.github.com/repos/huggingface/datasets/issues/6060/labels{/name} | 2023-07-22T05:06:43Z | null | false | null | null | 1,816,614,120 | [] | https://api.github.com/repos/huggingface/datasets/issues/6060 | [
"Sorry for asking a duplicate question about `num_proc`, I searched the forum and find the solution.\r\n\r\nBut I still can't make the trick with `torch.distributed.barrier()` to only map at the main process work. The [post on forum]( https://discuss.huggingface.co/t/slow-processing-with-map-when-using-deepspeed-or... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I use `torchrun --standalone --nproc_per_node=2 train.py` to start training. And write the code following the [docs](https://huggingface.co/docs/datasets/process#distributed-usage). The trick about using `torch.distributed.barrier()` to only execute map at the main process doesn't always work. W... | 2024-01-22T18:35:12Z | https://github.com/huggingface/datasets/issues/6060 | {
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My task is classification of a dataset containing a large label set that includes a hierarchy. Even ignoring the hierarchy I'm not able to find an example using `datasets` where the label names aren't hard-coded. This works find for classification of a handful of labels but ideally there would be... | 2023-07-22T02:04:19Z | https://github.com/huggingface/datasets/issues/6059 | {
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"gists_url"... | laion-coco download error | https://api.github.com/repos/huggingface/datasets/issues/6058/events | null | https://api.github.com/repos/huggingface/datasets/issues/6058/labels{/name} | 2023-07-21T04:24:15Z | null | false | null | null | 1,815,131,397 | [] | https://api.github.com/repos/huggingface/datasets/issues/6058 | [
"This can also mean one of the files was not downloaded correctly.\r\n\r\nWe log an erroneous file's name before raising the reader's error, so this is how you can find the problematic file. Then, you should delete it and call `load_dataset` again.\r\n\r\n(I checked all the uploaded files, and they seem to be valid... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The full trace:
```
/home/bian/anaconda3/envs/sd/lib/python3.10/site-packages/datasets/load.py:1744: FutureWarning: 'ignore_verifications' was de
precated in favor of 'verification_mode' in version 2.9.1 and will be removed in 3.0.0.
You can remove this warning by passing 'verification_mode=no... | 2023-07-22T01:42:06Z | https://github.com/huggingface/datasets/issues/6058 | {
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https://api.github.com/repos/huggingface/datasets/issues/6057/comments | https://api.github.com/repos/huggingface/datasets/issues/6057/timeline | 2023-10-04T18:06:15Z | null | completed | I_kwDODunzps5sMDr3 | closed | [] | null | 6,057 | {
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"Hi!\r\n\r\nIt's hard to explain this behavior without more information. Can you profile the slower version with the following code\r\n```python\r\nimport cProfile, pstats\r\nfrom datasets import load_dataset\r\n\r\nwith cProfile.Profile() as profiler:\r\n ds = load_dataset(...)\r\n\r\nstats = pstats.Stats(profi... | https://api.github.com/repos/huggingface/datasets | NONE | ```python
def _generate_examples(self, metadata_path, images_dir, conditioning_images_dir):
with open(metadata_path, 'r') as file:
metadata = json.load(file)
for idx, item in enumerate(metadata):
image_path = item.get('image_path')
text_content = item.get('tex... | 2023-10-04T18:06:16Z | https://github.com/huggingface/datasets/issues/6057 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6056). All of your documentation changes will be reflected on that endpoint.",
"@lhoestq Reading the filenames is something I tried earlier, but I decided to use the yaml direction because:\r\n\r\n1. The yaml file name is const... | https://api.github.com/repos/huggingface/datasets | NONE | Context: issue #5990
In order to implement the checkpointing, I introduce a metadata folder that keeps one yaml file for each set that one is uploading. This yaml keeps track of what shards have already been uploaded, and which one the idx of the latest one was. Using this information I am then able to easily get th... | 2023-08-17T08:26:53Z | https://github.com/huggingface/datasets/pull/6056 | {
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"following_url": "https://api.github.com/users/nickovchinnikov/following{/other_user}",... | Fix host URL in The Pile datasets | https://api.github.com/repos/huggingface/datasets/issues/6055/events | null | https://api.github.com/repos/huggingface/datasets/issues/6055/labels{/name} | 2023-07-20T09:08:52Z | null | false | null | null | 1,813,524,145 | [] | https://api.github.com/repos/huggingface/datasets/issues/6055 | [] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
In #3627 and #5543, you tried to fix the host URL in The Pile datasets. But both URLs are not working now:
`HTTPError: 404 Client Error: Not Found for URL: https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst`
And
`ConnectTimeout: HTTPSCo... | 2023-07-20T09:09:37Z | https://github.com/huggingface/datasets/issues/6055 | {
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https://api.github.com/repos/huggingface/datasets/issues/6054/comments | https://api.github.com/repos/huggingface/datasets/issues/6054/timeline | 2023-07-21T15:19:37Z | null | completed | I_kwDODunzps5sFFMI | closed | [] | null | 6,054 | {
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"g... | Multi-processed `Dataset.map` slows down a lot when `import torch` | https://api.github.com/repos/huggingface/datasets/issues/6054/events | null | https://api.github.com/repos/huggingface/datasets/issues/6054/labels{/name} | 2023-07-20T06:36:14Z | null | false | null | null | 1,813,271,304 | [
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"A duplicate of https://github.com/huggingface/datasets/issues/5929"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When using `Dataset.map` with `num_proc > 1`, the speed slows down much if I add `import torch` to the start of the script even though I don't use it.
I'm not sure if it's `torch` only or if any other package that is "large" will also cause the same result.
BTW, `import lightning` also slows i... | 2023-07-21T15:19:37Z | https://github.com/huggingface/datasets/issues/6054 | {
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https://api.github.com/repos/huggingface/datasets/issues/6053/comments | https://api.github.com/repos/huggingface/datasets/issues/6053/timeline | 2023-10-03T16:04:09Z | null | not_planned | I_kwDODunzps5sCqD- | closed | [] | null | 6,053 | {
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"This would break a lot of existing code, so we can't really do this."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I'm repeatedly finding myself in situations where I want to have a package called `datasets.py` or `evaluate.py` in my code and can't because those names are being taken up by Huggingface packages. While I can understand how (even from the user's perspective) it's aesthetically pleasing to have n... | 2023-10-03T16:04:09Z | https://github.com/huggingface/datasets/issues/6053 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Remove the legacy `HfFileSystem` and deprecate `S3FileSystem`
cc @philschmid for the SageMaker scripts/notebooks that still use `datasets`' `S3FileSystem` | 2023-07-19T17:39:11Z | https://github.com/huggingface/datasets/pull/6052 | {
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https://api.github.com/repos/huggingface/datasets/issues/6051/comments | https://api.github.com/repos/huggingface/datasets/issues/6051/timeline | 2023-07-20T18:16:00Z | null | completed | I_kwDODunzps5r-g3S | closed | [] | null | 6,051 | {
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"gists_url": "https://ap... | Skipping shard in the remote repo and resume upload | https://api.github.com/repos/huggingface/datasets/issues/6051/events | null | https://api.github.com/repos/huggingface/datasets/issues/6051/labels{/name} | 2023-07-19T09:25:26Z | null | false | null | null | 1,811,549,650 | [] | https://api.github.com/repos/huggingface/datasets/issues/6051 | [
"Hi! `_select_contiguous` fetches a (zero-copy) slice of the dataset's Arrow table to build a shard, so I don't think this part is the problem. To me, the issue seems to be the step where we embed external image files' bytes (a lot of file reads). You can use `.map` with multiprocessing to perform this step before ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
For some reason when I try to resume the upload of my dataset, it is very slow to reach the index of the shard from which to resume the uploading.
From my understanding, the problem is in this part of the code:
arrow_dataset.py
```python
for index, shard in logging.tqdm(
enume... | 2023-07-20T18:16:01Z | https://github.com/huggingface/datasets/issues/6051 | {
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https://api.github.com/repos/huggingface/datasets/issues/6049/comments | https://api.github.com/repos/huggingface/datasets/issues/6049/timeline | 2023-12-01T14:26:19Z | null | null | PR_kwDODunzps5Vz1pd | closed | [] | false | 6,049 | {
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"gist... | Update `ruff` version in pre-commit config | https://api.github.com/repos/huggingface/datasets/issues/6049/events | null | https://api.github.com/repos/huggingface/datasets/issues/6049/labels{/name} | 2023-07-18T17:13:50Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6049). All of your documentation changes will be reflected on that endpoint.",
"I've updated the `ruff`'s pre-commit version as part of https://github.com/huggingface/datasets/pull/6434, so feel free to close this PR."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | so that it corresponds to the one that is being run in CI | 2023-12-01T14:26:19Z | https://github.com/huggingface/datasets/pull/6049 | {
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https://api.github.com/repos/huggingface/datasets/issues/6048/comments | https://api.github.com/repos/huggingface/datasets/issues/6048/timeline | 2023-07-18T16:18:39Z | null | completed | I_kwDODunzps5r3MCi | closed | [] | null | 6,048 | {
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"gists_url": ... | when i use datasets.load_dataset, i encounter the http connect error! | https://api.github.com/repos/huggingface/datasets/issues/6048/events | null | https://api.github.com/repos/huggingface/datasets/issues/6048/labels{/name} | 2023-07-18T10:16:34Z | null | false | null | null | 1,809,629,346 | [] | https://api.github.com/repos/huggingface/datasets/issues/6048 | [
"The `audiofolder` loader is not available in version `2.3.2`, hence the error. Please run the `pip install -U datasets` command to update the `datasets` installation to make `load_dataset(\"audiofolder\", ...)` work."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
`common_voice_test = load_dataset("audiofolder", data_dir="./dataset/",cache_dir="./cache",split=datasets.Split.TEST)`
when i run the code above, i got the error as below:
--------------------------------------------
ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/... | 2023-07-18T16:18:39Z | https://github.com/huggingface/datasets/issues/6048 | {
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https://api.github.com/repos/huggingface/datasets/issues/6047/comments | https://api.github.com/repos/huggingface/datasets/issues/6047/timeline | 2023-07-18T10:15:52Z | null | null | PR_kwDODunzps5VxRLA | closed | [] | false | 6,047 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6047). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | workaround to fix an issue with transformers CI
https://github.com/huggingface/transformers/pull/24867#discussion_r1266519626 | 2023-07-18T10:28:01Z | https://github.com/huggingface/datasets/pull/6047 | {
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https://api.github.com/repos/huggingface/datasets/issues/6046/comments | https://api.github.com/repos/huggingface/datasets/issues/6046/timeline | null | null | null | I_kwDODunzps5rxj8u | open | [
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"hii @lhoestq can you assign this issue to me?\r\n",
"You can reply \"#self-assign\" to this issue to automatically get assigned to it :)\r\nLet me know if you have any questions or if I can help",
"#2289 ",
"Actually i am quite new to figure it out how everything goes and done \r\n\r\n> You can reply \"#self... | https://api.github.com/repos/huggingface/datasets | MEMBER | Since we switched to the new HfFileSystem we no longer apply user's proxy and user-agent.
Using the HTTP_PROXY and HTTPS_PROXY environment variables works though since we use aiohttp to call the HF Hub.
This can be implemented in `_prepare_single_hop_path_and_storage_options`.
Though ideally the `HfFileSystem`... | 2023-10-09T13:49:14Z | https://github.com/huggingface/datasets/issues/6046 | {
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https://api.github.com/repos/huggingface/datasets/issues/6045/comments | https://api.github.com/repos/huggingface/datasets/issues/6045/timeline | 2023-07-24T14:35:03Z | null | null | PR_kwDODunzps5Vr-r1 | closed | [] | false | 6,045 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
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https://api.github.com/repos/huggingface/datasets/issues/6044/comments | https://api.github.com/repos/huggingface/datasets/issues/6044/timeline | 2023-07-19T16:48:06Z | null | null | PR_kwDODunzps5Vr7jr | closed | [] | false | 6,044 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | To make it easier to understand for users.
They can use "path" to specify a single path, <s>or "paths" to use a list of paths.</s>
Glob patterns are still supported though
| 2023-07-19T16:59:55Z | https://github.com/huggingface/datasets/pull/6044 | {
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"Hello @exs-avianello, I have reproduced the bug successfully and have understood the problem. But I am confused regarding this part of the statement, \"`pandas.DataFrame.to_csv` is always called with a buf-like `path_or_buf`\".\r\n\r\nCan you please elaborate on it?\r\n\r\nThanks!",
"Hi @aryanxk02 ! Sure, what I... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Attempting to save a dataset as a compressed csv file, the compression kwargs provided to `.to_csv()` that get piped to panda's `pandas.DataFrame.to_csv` do not have any effect - resulting in the dataset not getting compressed.
A warning is raised if explicitly providing a `compression` kwarg, ... | 2023-07-22T17:34:18Z | https://github.com/huggingface/datasets/issues/6043 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-18T16:17:52Z | https://github.com/huggingface/datasets/pull/6042 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6041). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | To have Splits, Configurations and Builder parameters at the same doc level | 2023-07-17T10:24:51Z | https://github.com/huggingface/datasets/pull/6041 | {
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https://api.github.com/repos/huggingface/datasets/issues/6040/comments | https://api.github.com/repos/huggingface/datasets/issues/6040/timeline | 2023-07-17T10:16:03Z | null | null | PR_kwDODunzps5VptVf | closed | [] | false | 6,040 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | was causing transformers CI to fail
https://circleci.com/gh/huggingface/transformers/855105 | 2023-07-17T10:24:34Z | https://github.com/huggingface/datasets/pull/6040 | {
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https://api.github.com/repos/huggingface/datasets/issues/6039/comments | https://api.github.com/repos/huggingface/datasets/issues/6039/timeline | 2023-07-24T14:35:04Z | null | completed | I_kwDODunzps5rrSGj | closed | [] | null | 6,039 | {
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"gists_url": "https:/... | Loading column subset from parquet file produces error since version 2.13 | https://api.github.com/repos/huggingface/datasets/issues/6039/events | null | https://api.github.com/repos/huggingface/datasets/issues/6039/labels{/name} | 2023-07-16T09:13:07Z | null | false | null | null | 1,806,508,451 | [] | https://api.github.com/repos/huggingface/datasets/issues/6039 | [] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
`load_dataset` allows loading a subset of columns from a parquet file with the `columns` argument. Since version 2.13, this produces the following error:
```
Traceback (most recent call last):
File "/usr/lib/python3.10/site-packages/datasets/builder.py", line 1879, in ... | 2023-07-24T14:35:04Z | https://github.com/huggingface/datasets/issues/6039 | {
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https://api.github.com/repos/huggingface/datasets/issues/6038/comments | https://api.github.com/repos/huggingface/datasets/issues/6038/timeline | 2023-07-24T11:54:15Z | null | completed | I_kwDODunzps5rpMQ0 | closed | [] | null | 6,038 | {
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"g... | File "/home/zhizhou/anaconda3/envs/pytorch/lib/python3.10/site-packages/datasets/builder.py", line 992, in _download_and_prepare if str(split_generator.split_info.name).lower() == "all": AttributeError: 'str' object has no attribute 'split_info'. Did you mean: 'splitlines'? | https://api.github.com/repos/huggingface/datasets/issues/6038/events | null | https://api.github.com/repos/huggingface/datasets/issues/6038/labels{/name} | 2023-07-15T07:58:08Z | null | false | null | null | 1,805,960,244 | [] | https://api.github.com/repos/huggingface/datasets/issues/6038 | [
"Instead of writing the loading script, you can use the built-in loader to [load JSON files](https://huggingface.co/docs/datasets/loading#json):\r\n```python\r\nfrom datasets import load_dataset\r\nds = load_dataset(\"json\", data_files={\"train\": os.path.join(data_dir[\"train\"]), \"dev\": os.path.join(data_dir[\... | https://api.github.com/repos/huggingface/datasets | NONE | Hi, I use the code below to load local file
```
def _split_generators(self, dl_manager):
# TODO: This method is tasked with downloading/extracting the data and defining the splits depending on the configuration
# If several configurations are possible (listed in BUILDER_CONFIGS), the configurati... | 2023-07-24T11:54:15Z | https://github.com/huggingface/datasets/issues/6038 | {
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https://api.github.com/repos/huggingface/datasets/issues/6037/comments | https://api.github.com/repos/huggingface/datasets/issues/6037/timeline | 2023-07-17T15:10:32Z | null | completed | I_kwDODunzps5ro6bQ | closed | [] | null | 6,037 | {
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"following_url": "https://api.github.com/users/david-waterworth/following{/other_user... | Documentation links to examples are broken | https://api.github.com/repos/huggingface/datasets/issues/6037/events | null | https://api.github.com/repos/huggingface/datasets/issues/6037/labels{/name} | 2023-07-15T04:54:50Z | null | false | null | null | 1,805,887,184 | [] | https://api.github.com/repos/huggingface/datasets/issues/6037 | [
"These docs are outdated (version 1.2.1 is over two years old). Please refer to [this](https://huggingface.co/docs/datasets/dataset_script) version instead.\r\n\r\nInitially, we hosted datasets in this repo, but now you can find them [on the HF Hub](https://huggingface.co/datasets) (e.g. the [`ag_news`](https://hug... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The links at the bottom of [add_dataset](https://huggingface.co/docs/datasets/v1.2.1/add_dataset.html) to examples of specific datasets are all broken, for example
- text classification: [ag_news](https://github.com/huggingface/datasets/blob/master/datasets/ag_news/ag_news.py) (original data ... | 2023-07-17T22:35:14Z | https://github.com/huggingface/datasets/issues/6037 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The Search API only supports Faiss and ElasticSearch as vector stores, is somewhat difficult to maintain (e.g., it still doesn't support ElasticSeach 8.0, difficult testing, ...), does not have the best design (adds a bunch of methods to the `Dataset` class that are only useful after creating an index), the usage doesn... | 2023-09-07T16:44:32Z | https://github.com/huggingface/datasets/pull/6036 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6035). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | NONE | __repr__ and _repr_html_ now both are similar to that of Polars | 2023-07-19T19:41:35Z | https://github.com/huggingface/datasets/pull/6035 | {
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https://api.github.com/repos/huggingface/datasets/issues/6034/comments | https://api.github.com/repos/huggingface/datasets/issues/6034/timeline | 2023-07-14T14:48:29Z | null | completed | I_kwDODunzps5rjoFx | closed | [] | null | 6,034 | {
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"gists_url"... | load_dataset hangs on WSL | https://api.github.com/repos/huggingface/datasets/issues/6034/events | null | https://api.github.com/repos/huggingface/datasets/issues/6034/labels{/name} | 2023-07-14T09:03:10Z | null | false | null | null | 1,804,501,361 | [] | https://api.github.com/repos/huggingface/datasets/issues/6034 | [
"Even if a dataset is cached, we still make requests to check whether the cache is up-to-date. [This](https://huggingface.co/docs/datasets/v2.13.1/en/loading#offline) section in the docs explains how to avoid them and directly load the cached version.",
"Thanks - that works! However it doesn't resolve the origina... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
load_dataset simply hangs. It happens once every ~5 times, and interestingly hangs for a multiple of 5 minutes (hangs for 5/10/15 minutes). Using the profiler in PyCharm shows that it spends the time at <method 'connect' of '_socket.socket' objects>. However, a local cache is available so I am not... | 2023-07-14T14:48:29Z | https://github.com/huggingface/datasets/issues/6034 | {
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https://api.github.com/repos/huggingface/datasets/issues/6033/comments | https://api.github.com/repos/huggingface/datasets/issues/6033/timeline | 2023-07-14T09:16:04Z | null | completed | I_kwDODunzps5rjjYD | closed | [] | null | 6,033 | {
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"gists_url": "https:/... | `map` function doesn't fully utilize `input_columns`. | https://api.github.com/repos/huggingface/datasets/issues/6033/events | null | https://api.github.com/repos/huggingface/datasets/issues/6033/labels{/name} | 2023-07-14T08:49:28Z | null | false | null | null | 1,804,482,051 | [] | https://api.github.com/repos/huggingface/datasets/issues/6033 | [] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I wanted to select only some columns of data.
And I thought that's why the argument `input_columns` exists.
What I expected is like this:
If there are ["a", "b", "c", "d"] columns, and if I set `input_columns=["a", "d"]`, the data will have only ["a", "d"] columns.
But it doesn't select co... | 2023-07-14T09:16:04Z | https://github.com/huggingface/datasets/issues/6033 | {
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"gists_url... | DownloadConfig.proxies not work when load_dataset_builder calling HfApi.dataset_info | https://api.github.com/repos/huggingface/datasets/issues/6032/events | null | https://api.github.com/repos/huggingface/datasets/issues/6032/labels{/name} | 2023-07-14T07:22:55Z | null | false | null | null | 1,804,358,679 | [] | https://api.github.com/repos/huggingface/datasets/issues/6032 | [
"`HfApi` comes from the `huggingface_hub` package. You can use [this](https://huggingface.co/docs/huggingface_hub/v0.16.3/en/package_reference/utilities#huggingface_hub.configure_http_backend) utility to change the `huggingface_hub`'s `Session` proxies (see the example).\r\n\r\nWe plan to implement https://github.c... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```python
download_config = DownloadConfig(proxies={'https': '<my proxy>'})
builder = load_dataset_builder(..., download_config=download_config)
```
But, when getting the dataset_info from HfApi, the http requests not using the proxies.
### Steps to reproduce the bug
1. Setup proxies i... | 2023-09-11T13:50:41Z | https://github.com/huggingface/datasets/issues/6032 | {
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"gists_url": "https:/... | Argument type for map function changes when using `input_columns` for `IterableDataset` | https://api.github.com/repos/huggingface/datasets/issues/6031/events | null | https://api.github.com/repos/huggingface/datasets/issues/6031/labels{/name} | 2023-07-14T05:11:14Z | null | false | null | null | 1,804,183,858 | [] | https://api.github.com/repos/huggingface/datasets/issues/6031 | [
"Yes, this is intended."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I wrote `tokenize(examples)` function as an argument for `map` function for `IterableDataset`.
It process dictionary type `examples` as a parameter.
It is used in `train_dataset = train_dataset.map(tokenize, batched=True)`
No error is raised.
And then, I found some unnecessary keys and val... | 2023-07-14T14:44:15Z | https://github.com/huggingface/datasets/issues/6031 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This mistake was a bit confusing, so I thought it was worth sending a PR over. | 2023-07-14T14:21:58Z | https://github.com/huggingface/datasets/pull/6030 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fixes link to the builder classes :) | 2023-07-13T17:47:41Z | https://github.com/huggingface/datasets/pull/6029 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Thanks to @janineguo 's work in https://github.com/huggingface/datasets/pull/5919 which was needed to support HfFileSystem.
Switching to `HfFileSystem` will help implementing optimization in data files resolution
## Implementation details
I replaced all the from_hf_repo and from_local_or_remote in data_files.p... | 2023-07-17T17:09:39Z | https://github.com/huggingface/datasets/pull/6028 | {
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https://api.github.com/repos/huggingface/datasets/issues/6027/comments | https://api.github.com/repos/huggingface/datasets/issues/6027/timeline | 2023-07-13T13:57:35Z | null | null | PR_kwDODunzps5Va4g3 | closed | [] | false | 6,027 | {
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"gists_url"... | Delete `task_templates` in `IterableDataset` when they are no longer valid | https://api.github.com/repos/huggingface/datasets/issues/6027/events | null | https://api.github.com/repos/huggingface/datasets/issues/6027/labels{/name} | 2023-07-13T13:16:17Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6025 | 2023-07-13T14:06:20Z | https://github.com/huggingface/datasets/pull/6027 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6026). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-13T12:46:26Z | https://github.com/huggingface/datasets/pull/6026 | {
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https://api.github.com/repos/huggingface/datasets/issues/6025/comments | https://api.github.com/repos/huggingface/datasets/issues/6025/timeline | 2023-07-13T13:57:36Z | null | completed | I_kwDODunzps5rZha5 | closed | [] | null | 6,025 | {
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"following_url": "https://api.github.com/users/surya-narayanan/following{/other_user}"... | Using a dataset for a use other than it was intended for. | https://api.github.com/repos/huggingface/datasets/issues/6025/events | null | https://api.github.com/repos/huggingface/datasets/issues/6025/labels{/name} | 2023-07-12T22:33:17Z | null | false | null | null | 1,801,852,601 | [] | https://api.github.com/repos/huggingface/datasets/issues/6025 | [
"I've opened a PR with a fix. In the meantime, you can avoid the error by deleting `task_templates` with `dataset.info.task_templates = None` before the `interleave_datasets` call.\r\n` "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi, I want to use the rotten tomatoes dataset but for a task other than classification, but when I interleave the dataset, it throws ```'ValueError: Column label is not present in features.'```. It seems that the label_col must be there in the dataset for some reason?
Here is the full stacktra... | 2023-07-13T13:57:36Z | https://github.com/huggingface/datasets/issues/6025 | {
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"Ptal @lhoestq :) I tested this manually on a multi-node Databricks cluster",
"Hm looks like the check_code_quality failures are unrelated to me change... https://github.com/huggingface/datasets/actions/runs/5536162850/jobs/10103451883?pr=6024",
"_The documentation is not available anymore as the PR was closed ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix for https://github.com/huggingface/datasets/issues/5963 | 2023-07-13T16:58:32Z | https://github.com/huggingface/datasets/pull/6024 | {
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https://api.github.com/repos/huggingface/datasets/issues/6023/comments | https://api.github.com/repos/huggingface/datasets/issues/6023/timeline | 2023-07-12T16:18:04Z | null | null | PR_kwDODunzps5VU7EG | closed | [] | false | 6,023 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
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https://api.github.com/repos/huggingface/datasets/issues/6022/comments | https://api.github.com/repos/huggingface/datasets/issues/6022/timeline | 2023-07-12T16:18:05Z | null | completed | I_kwDODunzps5rSzut | closed | [] | null | 6,022 | {
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"Thanks for reporting! I've opened a PR with a fix."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When mapping some datasets with `batched=True`, datasets may raise an exeception:
```python
Traceback (most recent call last):
File "/Users/codingl2k1/Work/datasets/venv/lib/python3.11/site-packages/multiprocess/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
... | 2023-07-12T16:18:06Z | https://github.com/huggingface/datasets/issues/6022 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Clarifies in the return statement of the docstring that the retrieval score is `IndexFlatL2` by default (see [PR](https://github.com/huggingface/transformers/issues/24739) and internal Slack [convo](https://huggingface.slack.com/archives/C01229B19EX/p1689105179711689)), and fixes the formatting because multiple return ... | 2023-07-12T17:13:02Z | https://github.com/huggingface/datasets/pull/6021 | {
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"This scenario currently requires explicitly passing the target features (to avoid the error): \r\n```python\r\nimport datasets\r\n\r\n...\r\n\r\nfeatures = dataset.features\r\nfeatures[\"output\"] = = [{\"test\": datasets.Value(\"int64\")}]\r\ntest2 = dataset.map(lambda row, idx: test_func(row, idx), with_indices=... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm using a dataset with map and multiprocessing to run a function that returned a variable length list of outputs. This output list may be empty. Normally this is handled fine, but there is an edge case that crops up when using multiprocessing. In some cases, an empty list result ends up in a dat... | 2024-02-10T19:24:29Z | https://github.com/huggingface/datasets/issues/6020 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adds the StreamHandler (as `hfh` and `transformers` do) to the library's logger to log INFO messages and logs the messages about "loading a cached result" (and some other warnings) as INFO
(Also removes the `leave=False` arg in the progress bars to be consistent with `hfh` and `transformers` - progress bars serve as... | 2023-07-12T19:34:14Z | https://github.com/huggingface/datasets/pull/6019 | {
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"We no longer host datasets in this repo. You should use the HF Hub instead."
] | https://api.github.com/repos/huggingface/datasets | NONE | null | 2023-07-20T10:11:41Z | https://github.com/huggingface/datasets/pull/6018 | {
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related to https://github.com/huggingface/datasets/issues/5846 and https://github.com/huggingface/datasets/pull/5919 | 2023-07-17T17:01:01Z | https://github.com/huggingface/datasets/issues/6017 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6016). All of your documentation changes will be reflected on that endpoint.",
"It we could have something similar to Polars, that would be great.\r\n\r\nThis is what Polars outputs: \r\n* `__repr__`/`__str__` :\r\n```\r\nshape... | https://api.github.com/repos/huggingface/datasets | NONE | my attempt at #6010
not sure if this is the right way to go about it, I will wait for your feedback | 2023-07-16T10:26:18Z | https://github.com/huggingface/datasets/pull/6016 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-07-11T16:07:28Z | https://github.com/huggingface/datasets/pull/6015 | {
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"Hi ! The huggingface/dataset-viewer code was not maintained anymore because we switched to a new dataset viewer that is deployed available for each dataset the Hugging Face website.\r\n\r\nWhat are you using this old repository for ?",
"I think these parts are outdated:\r\n\r\n* https://github.com/huggingface/da... | https://api.github.com/repos/huggingface/datasets | NONE |
Overview:
The repository (huggingface/datasets-viewer) was recently archived and when I tried to run the code, there was the error message "AttributeError: module 'datasets.load' has no attribute 'prepare_module'". I could not resolve the issue myself due to lack of documentation of that attribute.
Request:
I k... | 2023-09-25T12:01:27Z | https://github.com/huggingface/datasets/issues/6014 | {
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"You can use the `remove_columns` parameter in `map` to avoid duplicating the columns (and save disk space) and then concatenate the original dataset with the map result:\r\n```python\r\nfrom datasets import concatenate_datasets\r\n# dummy example\r\nds_new = ds.map(lambda x: {\"new_col\": x[\"col\"] + 2}, remove_c... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Feature request
Currently adding a new column with `map` will cause all the data in the dataset to be duplicated and stored/cached on the disk again. It should reuse unchanged columns.
### Motivation
This allows having datasets with different columns but sharing some basic columns. Currently, these datasets wou... | 2023-07-10T15:37:52Z | https://github.com/huggingface/datasets/issues/6013 | {
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... | [FR] Transform Chaining, Lazy Mapping | https://api.github.com/repos/huggingface/datasets/issues/6012/events | null | https://api.github.com/repos/huggingface/datasets/issues/6012/labels{/name} | 2023-07-09T21:40:21Z | null | false | null | null | 1,795,575,432 | [
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"You can use `with_transform` to get a new dataset object.\r\n\r\nSupport for lazy `map` has already been discussed [here](https://github.com/huggingface/datasets/issues/3385) a little bit. Personally, I'm not a fan, as this would make `map` even more complex. ",
"> You can use `with_transform` to get a new datas... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Feature request
Currently using a `map` call processes and duplicates the whole dataset, which takes both time and disk space.
The solution is to allow lazy mapping, which is essentially a saved chain of transforms that are applied on the fly whenever a slice of the dataset is requested.
The API should look ... | 2023-11-23T10:08:57Z | https://github.com/huggingface/datasets/issues/6012 | {
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"following_url": "https://api.github.com/users/YichiRockyZhang/following{/other_user}"... | Documentation: wiki_dpr Dataset has no metric_type for Faiss Index | https://api.github.com/repos/huggingface/datasets/issues/6011/events | null | https://api.github.com/repos/huggingface/datasets/issues/6011/labels{/name} | 2023-07-09T08:30:19Z | null | false | null | null | 1,795,296,568 | [] | https://api.github.com/repos/huggingface/datasets/issues/6011 | [
"Hi! You can do `ds.get_index(\"embeddings\").faiss_index.metric_type` to get the metric type and then match the result with the FAISS metric [enum](https://github.com/facebookresearch/faiss/blob/43d86e30736ede853c384b24667fc3ab897d6ba9/faiss/MetricType.h#L22-L36) (should be L2).",
"Ah! Thank you for pointing thi... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
After loading `wiki_dpr` using:
```py
ds = load_dataset(path='wiki_dpr', name='psgs_w100.multiset.compressed', split='train')
print(ds.get_index("embeddings").metric_type) # prints nothing because the value is None
```
the index does not have a defined `metric_type`. This is an issue because ... | 2023-07-11T03:02:36Z | https://github.com/huggingface/datasets/issues/6011 | {
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"gists_url"... | Improve `Dataset`'s string representation | https://api.github.com/repos/huggingface/datasets/issues/6010/events | null | https://api.github.com/repos/huggingface/datasets/issues/6010/labels{/name} | 2023-07-07T16:38:03Z | null | false | null | null | 1,793,838,152 | [
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"description": "New feature or request",
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"I want to take a shot at this if possible ",
"Yes, feel free to work on this.\r\n\r\nYou can check the PyArrow Table `__repr__` and Polars DataFrame `__repr__`/`_repr_html_` implementations for some pointers/ideas.",
"@mariosasko are there any other similar issues that I could work on? I see this has been alr... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Currently, `Dataset.__repr__` outputs a dataset's column names and the number of rows. We could improve it by printing its features and the first few rows.
We should also implement `_repr_html_` to have a rich HTML representation in notebooks/Streamlit. | 2023-09-01T03:45:07Z | https://github.com/huggingface/datasets/issues/6010 | {
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https://api.github.com/repos/huggingface/datasets/issues/6009/comments | https://api.github.com/repos/huggingface/datasets/issues/6009/timeline | 2023-07-07T14:01:13Z | null | null | PR_kwDODunzps5U1mus | closed | [] | false | 6,009 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #5677 | 2023-07-07T14:13:00Z | https://github.com/huggingface/datasets/pull/6009 | {
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https://api.github.com/repos/huggingface/datasets/issues/6008/comments | https://api.github.com/repos/huggingface/datasets/issues/6008/timeline | 2023-07-10T13:46:39Z | null | completed | I_kwDODunzps5qrz0g | closed | [] | null | 6,008 | {
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"gists_url": "... | Dataset.from_generator consistently freezes at ~1000 rows | https://api.github.com/repos/huggingface/datasets/issues/6008/events | null | https://api.github.com/repos/huggingface/datasets/issues/6008/labels{/name} | 2023-07-05T16:06:48Z | null | false | null | null | 1,789,869,344 | [] | https://api.github.com/repos/huggingface/datasets/issues/6008 | [
"By default, we write data to disk (so it can be memory-mapped) every 1000 rows/samples. You can control this with the `writer_batch_size` parameter. Also, when working with fixed-size arrays, the `ArrayXD` feature types yield better performance (e.g., in your case, `features=datasets.Features({\"i\": datasets.Arra... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Whenever I try to create a dataset which contains images using `Dataset.from_generator`, it freezes around 996 rows. I suppose it has something to do with memory consumption, but there's more memory available. I
Somehow it worked a few times but mostly this makes the datasets library much more ... | 2023-07-10T13:46:39Z | https://github.com/huggingface/datasets/issues/6008 | {
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