number int64 2.59k 7.1k | title stringlengths 1 290 | body stringlengths 0 36.2k ⌀ | labels listlengths 0 4 | pull_request dict | is_pull_request bool 2
classes | comments listlengths 0 30 |
|---|---|---|---|---|---|---|
6,380 | Fix for continuation behaviour on broken dataset archives due to starving download connections via HTTP-GET | This PR proposes a (slightly hacky) fix for an Issue that can occur when downloading large dataset parts over unstable connections.
The underlying issue is also being discussed in https://github.com/huggingface/datasets/issues/5594.
Issue Symptoms & Behaviour:
- Download of a large archive file during dataset down... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6380",
"html_url": "https://github.com/huggingface/datasets/pull/6380",
"diff_url": "https://github.com/huggingface/datasets/pull/6380.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6380.patch",
"merged_at": null
} | true | [] |
6,379 | Avoid redundant warning when encoding NumPy array as `Image` | Avoid a redundant warning in `encode_np_array` by removing the identity check as NumPy `dtype`s can be equal without having identical `id`s.
Additionally, fix "unreachable" checks in `encode_np_array`. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6379",
"html_url": "https://github.com/huggingface/datasets/pull/6379",
"diff_url": "https://github.com/huggingface/datasets/pull/6379.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6379.patch",
"merged_at": "2023-11-02T17:08... | true | [
"<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... |
6,378 | Support pyarrow 14.0.0 | Support `pyarrow` 14.0.0.
Fix #6377 and fix #6374 (root cause).
This fix is analog to a previous one:
- #6175 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6378",
"html_url": "https://github.com/huggingface/datasets/pull/6378",
"diff_url": "https://github.com/huggingface/datasets/pull/6378.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6378.patch",
"merged_at": "2023-11-02T15:15... | true | [
"_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... |
6,377 | Support pyarrow 14.0.0 | Support pyarrow 14.0.0 by fixing the root cause of:
- #6374
and revert:
- #6375 | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,376 | Caching problem when deleting a dataset | ### Describe the bug
Pushing a dataset with n + m features to a repo which was deleted, but contained n features, will fail.
### Steps to reproduce the bug
1. Create a dataset with n features per row
2. `dataset.push_to_hub(YOUR_PATH, SPLIT, token=TOKEN)`
3. Go on the hub, delete the repo at `YOUR_PATH`
4. Update... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting! Can you also share the error message printed in step 5?",
"I did not store it at the time but I'll try to re-do a mwe next week to get it again",
"I haven't managed to reproduce this issue using a [notebook](https://colab.research.google.com/drive/1m6eduYun7pFTkigrCJAFgw0BghlbvXIL?usp=sha... |
6,375 | Temporarily pin pyarrow < 14.0.0 | Temporarily pin `pyarrow` < 14.0.0 until permanent solution is found.
Hot fix #6374. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6375",
"html_url": "https://github.com/huggingface/datasets/pull/6375",
"diff_url": "https://github.com/huggingface/datasets/pull/6375.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6375.patch",
"merged_at": "2023-11-02T10:11... | true | [
"_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... |
6,374 | CI is broken: TypeError: Couldn't cast array | See: https://github.com/huggingface/datasets/actions/runs/6730567226/job/18293518039
```
FAILED tests/test_table.py::test_cast_sliced_fixed_size_array_to_features - TypeError: Couldn't cast array of type
fixed_size_list<item: int32>[3]
to
Sequence(feature=Value(dtype='int64', id=None), length=3, id=None)
``` | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,373 | Fix typo in `Dataset.map` docstring | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6373",
"html_url": "https://github.com/huggingface/datasets/pull/6373",
"diff_url": "https://github.com/huggingface/datasets/pull/6373.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6373.patch",
"merged_at": "2023-11-02T10:11... | true | [
"_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... |
6,372 | do not try to download from HF GCS for generator | attempt to fix https://github.com/huggingface/datasets/issues/6371 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6372",
"html_url": "https://github.com/huggingface/datasets/pull/6372",
"diff_url": "https://github.com/huggingface/datasets/pull/6372.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6372.patch",
"merged_at": "2023-11-02T15:52... | true | [
"_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... |
6,371 | `Dataset.from_generator` should not try to download from HF GCS | ### Describe the bug
When using [`Dataset.from_generator`](https://github.com/huggingface/datasets/blob/c9c1166e1cf81d38534020f9c167b326585339e5/src/datasets/arrow_dataset.py#L1072) with `streaming=False`, the internal logic will call [`download_and_prepare`](https://github.com/huggingface/datasets/blob/main/src/datas... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Indeed, setting `try_from_gcs` to `False` makes sense for `from_generator`.\r\n\r\nWe plan to deprecate and remove `try_from_hf_gcs` soon, as we can use Hub for file hosting now, but this is a good temporary fix.\r\n"
] |
6,370 | TensorDataset format does not work with Trainer from transformers | ### Describe the bug
The model was built to do fine tunning on BERT model for relation extraction.
trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset`
However, in the document, the req... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I figured it out. I found that `Trainer` does not work with TensorDataset even though the document says it uses it. Instead, I ended up creating a dictionary and converting it to a dataset using `dataset.Dataset.from_dict()`.\r\n\r\nI will leave this post open for a while. If someone knows a better approach, pleas... |
6,369 | Multi process map did not load cache file correctly | ### Describe the bug
When I was training model on Multiple GPUs by DDP, the dataset is tokenized multiple times after main process.
![1698820501568](https://github.com/huggingface/datasets/assets/142857... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"The inconsistency may be caused by the usage of \"update_fingerprint\" and setting \"trust_remote_code\" to \"True.\"\r\nWhen the tokenizer employs \"trust_remote_code,\" the behavior of the map function varies with each code execution. Even if the remote code of the tokenizer remains the same, the result of \"ash... |
6,368 | Fix python formatting for complex types in `format_table` | Fix #6366 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6368",
"html_url": "https://github.com/huggingface/datasets/pull/6368",
"diff_url": "https://github.com/huggingface/datasets/pull/6368.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6368.patch",
"merged_at": "2023-11-02T14:21... | true | [
"<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... |
6,367 | Fix time measuring snippet in docs | Fix https://discuss.huggingface.co/t/attributeerror-enter/60509 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6367",
"html_url": "https://github.com/huggingface/datasets/pull/6367",
"diff_url": "https://github.com/huggingface/datasets/pull/6367.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6367.patch",
"merged_at": "2023-10-31T18:24... | true | [
"_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... |
6,366 | with_format() function returns bytes instead of PIL images even when image column is not part of "columns" | ### Describe the bug
When using the with_format() function on a dataset containing images, even if the image column is not part of the columns provided in the function, its type will be changed to bytes.
Here is a minimal reproduction of the bug:
https://colab.research.google.com/drive/1hyaOspgyhB41oiR1-tXE3k_gJCdJU... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting! I've opened a PR with a fix."
] |
6,365 | Parquet size grows exponential for categorical data | ### Describe the bug
It seems that when saving a data frame with a categorical column inside the size can grow exponentially.
This seems to happen because when we save the categorical data to parquet, we are saving the data + all the categories existing in the original data. This happens even when the categories ar... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Wrong repo."
] |
6,364 | ArrowNotImplementedError: Unsupported cast from string to list using function cast_list | Hi,
I am trying to load a local csv dataset(similar to explodinggradients_fiqa) using load_dataset. When I try to pass features, I am facing the mentioned issue.
CSV Data sample(golden_dataset.csv):
Question | Context | answer | groundtruth
"what is abc?"... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You can use the following code to load this CSV with the list values preserved:\r\n```python\r\nfrom datasets import load_dataset\r\nimport ast\r\n\r\nconverters = {\r\n \"contexts\" : ast.literal_eval,\r\n \"ground_truths\" : ast.literal_eval,\r\n}\r\n\r\nds = load_dataset(\"csv\", data_files=\"golden_datas... |
6,363 | dataset.transform() hangs indefinitely while finetuning the stable diffusion XL | ### Describe the bug
Multi-GPU fine-tuning the stable diffusion X by following https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/README_sdxl.md hangs indefinitely.
### Steps to reproduce the bug
accelerate launch train_text_to_image_sdxl.py --pretrained_model_name_or_path=$MODEL_NAME --... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I think the code hangs on the `accelerator.main_process_first()` context manager exit. To verify this, you can append a print statement to the end of the `accelerator.main_process_first()` block. \r\n\r\n\r\nIf the problem is in `with_transform`, it would help if you could share the error stack trace printed when... |
6,362 | Simplify filesystem logic | Simplifies the existing filesystem logic (e.g., to avoid unnecessary if-else as mentioned in https://github.com/huggingface/datasets/pull/6098#issue-1827655071) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6362",
"html_url": "https://github.com/huggingface/datasets/pull/6362",
"diff_url": "https://github.com/huggingface/datasets/pull/6362.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6362.patch",
"merged_at": "2023-11-15T14:02... | true | [
"<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... |
6,360 | Add support for `Sequence(Audio/Image)` feature in `push_to_hub` | ### Feature request
Allow for `Sequence` of `Image` (or `Audio`) to be embedded inside the shards.
### Motivation
Currently, thanks to #3685, when `embed_external_files` is set to True (which is the default) in `push_to_hub`, features of type `Image` and `Audio` are embedded inside the arrow/parquet shards, instead ... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"This issue stems from https://github.com/huggingface/datasets/blob/6d2f2a5e0fea3827eccfd1717d8021c15fc4292a/src/datasets/table.py#L2203-L2205\r\n\r\nI'll address it as part of https://github.com/huggingface/datasets/pull/6283.\r\n\r\nIn the meantime, this should work\r\n\r\n```python\r\nimport pyarrow as pa\r\nfro... |
6,359 | Stuck in "Resolving data files..." | ### Describe the bug
I have an image dataset with 300k images, the size of image is 768 * 768.
When I run `dataset = load_dataset("imagefolder", data_dir="/path/to/img_dir", split='train')` in second time, it takes 50 minutes to finish "Resolving data files" part, what's going on in this part?
From my understa... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Most likely, the data file inference logic is the problem here.\r\n\r\nYou can run the following code to verify this:\r\n```python\r\nimport time\r\nfrom datasets.data_files import get_data_patterns\r\nstart_time = time.time()\r\nget_data_patterns(\"/path/to/img_dir\")\r\nend_time = time.time()\r\nprint(f\"Elapsed... |
6,358 | Mounting datasets cache fails due to absolute paths. | ### Describe the bug
Creating a datasets cache and mounting this into, for example, a docker container, renders the data unreadable due to absolute paths written into the cache.
### Steps to reproduce the bug
1. Create a datasets cache by downloading some data
2. Mount the dataset folder into a docker contain... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You may be able to make it work by tweaking some environment variables, such as [`HF_HOME`](https://huggingface.co/docs/huggingface_hub/main/en/package_reference/environment_variables#hfhome) or [`HF_DATASETS_CACHE`](https://huggingface.co/docs/datasets/cache#cache-directory).",
"> You may be able to make it wor... |
6,357 | Allow passing a multiprocessing context to functions that support `num_proc` | ### Feature request
Allow specifying [a multiprocessing context](https://docs.python.org/3/library/multiprocessing.html#contexts-and-start-methods) to functions that support `num_proc` or use multiprocessing pools. For example, the following could be done:
```python
dataset = dataset.map(_func, num_proc=2, mp_cont... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,356 | Add `fsspec` version to the `datasets-cli env` command output | ... to make debugging issues easier, as `fsspec`'s releases often introduce breaking changes. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6356",
"html_url": "https://github.com/huggingface/datasets/pull/6356",
"diff_url": "https://github.com/huggingface/datasets/pull/6356.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6356.patch",
"merged_at": "2023-10-26T18:32... | true | [
"<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... |
6,355 | More hub centric docs | Let's have more hub-centric documentation in the datasets docs
Tutorials
- Add “Configure the dataset viewer” page
- Change order:
- Overview
- and more focused on the Hub rather than the library
- Then all the hub related things
- and mention how to read/write with other tools like pandas
- The... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6355",
"html_url": "https://github.com/huggingface/datasets/pull/6355",
"diff_url": "https://github.com/huggingface/datasets/pull/6355.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6355.patch",
"merged_at": null
} | true | [
"_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... |
6,354 | `IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader` | ### Describe the bug
Looks like `IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader` if I'm not missing anything.
Also, returns not consistent error messages, which probably depend on the nondeterministic order of worker executions
Some exampes I've encountered:
```
File "/l... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I am having issues as well with this. \r\n\r\nHowever, the error I am getting is :\r\n`RuntimeError: It appears that you are attempting to reference SparkContext from a broadcast variable, action, or transformation. SparkContext can only be used on the driver, not in code that it run on workers. For more informati... |
6,353 | load_dataset save_to_disk load_from_disk error | ### Describe the bug
datasets version： 2.10.1
I `load_dataset `and `save_to_disk` sucessfully on windows10( **and I `load_from_disk(/LLM/data/wiki)` succcesfully on windows10**), and I copy the dataset `/LLM/data/wiki`
into a ubuntu system, but when I `load_from_disk(/LLM/data/wiki)` on ubuntu, something weird ha... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"solved.\r\nfsspec version problem",
"I'm using the latest datasets and fsspec , but still got this error!\r\n\r\ndatasets : Version: 2.13.0\r\n\r\nfsspec Version: 2023.10.0\r\n\r\n```\r\nFile \"/home/guoby/app/Anaconda3-2021.05/envs/news/lib/python3.8/site-packages/datasets/load.py\", line 1892, in load_from_... |
6,352 | Error loading wikitext data raise NotImplementedError(f"Loading a dataset cached in a {type(self._fs).__name__} is not supported.") | I was trying to load the wiki dataset, but i got this error
traindata = load_dataset('wikitext', 'wikitext-2-raw-v1', split='train')
File "/home/aelkordy/.conda/envs/prune_llm/lib/python3.9/site-packages/datasets/load.py", line 1804, in load_dataset
ds = builder_instance.as_dataset(split=split, verific... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"+1 \r\n```\r\nFound cached dataset csv (file:///home/ubuntu/.cache/huggingface/datasets/theSquarePond___csv/theSquarePond--XXXXX-bbf0a8365d693d2c/0.0.0/eea64c71ca8b46dd3f537ed218fc9bf495d5707789152eb2764f5c78fa66d59d)\r\n---------------------------------------------------------------------------\r\nNotImplementedE... |
6,351 | Fix use_dataset.mdx | The current example isn't working because it can't find `labels` inside the Dataset object. So I've added an extra step to the process. Tested and working in Colab. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6351",
"html_url": "https://github.com/huggingface/datasets/pull/6351",
"diff_url": "https://github.com/huggingface/datasets/pull/6351.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6351.patch",
"merged_at": "2023-10-26T17:10... | true | [
"_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... |
6,350 | Different objects are returned from calls that should be returning the same kind of object. | ### Describe the bug
1. dataset = load_dataset("togethercomputer/RedPajama-Data-1T-Sample", cache_dir=training_args.cache_dir, split='train[:1%]')
2. dataset = load_dataset("togethercomputer/RedPajama-Data-1T-Sample", cache_dir=training_args.cache_dir)
The only difference I would expect these cal... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"`load_dataset` returns a `DatasetDict` object unless `split` is defined, in which case it returns a `Dataset` (or a list of datasets if `split` is a list). We've discussed dropping `DatasetDict` from the API in https://github.com/huggingface/datasets/issues/5189 to always return the same type in `load_dataset` an... |
6,349 | Can't load ds = load_dataset("imdb") | ### Describe the bug
I did `from datasets import load_dataset, load_metric` and then `ds = load_dataset("imdb")` and it gave me the error:
ExpectedMoreDownloadedFiles: {'http://ai.stanford.edu/~amaas/data/sentiment/aclImdb_v1.tar.gz'}
I tried doing `ds = load_dataset("imdb",download_mode="force_redownload")` as we... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I'm unable to reproduce this error. The server hosting the files may have been down temporarily, so try again.",
"getting the same error",
"I am getting the following error:\r\nEnv: Python3.10\r\ndatasets: 2.10.1\r\nLinux: Amazon Linux2\r\n\r\n`Traceback (most recent call last):\r\n File \"<stdin>\", line 1, ... |
6,348 | Parquet stream-conversion fails to embed images/audio files from gated repos | it seems to be an issue with datasets not passing the token to embed_table_storage when generating a dataset
See https://github.com/huggingface/datasets-server/issues/2010 | [
{
"id": 1935892857,
"node_id": "MDU6TGFiZWwxOTM1ODkyODU3",
"url": "https://api.github.com/repos/huggingface/datasets/labels/bug",
"name": "bug",
"color": "d73a4a",
"default": true,
"description": "Something isn't working"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,347 | Incorrect example code in 'Create a dataset' docs | ### Describe the bug
On [this](https://huggingface.co/docs/datasets/create_dataset) page, the example code for loading in images and audio is incorrect.
Currently, examples are:
``` python
from datasets import ImageFolder
dataset = load_dataset("imagefolder", data_dir="/path/to/pokemon")
```
and
``` python... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"This was fixed in https://github.com/huggingface/datasets/pull/6247. You can find the fix in the `main` version of the docs",
"Ah great, thanks :)"
] |
6,346 | Fix UnboundLocalError if preprocessing returns an empty list | If this tokenization function is used with IterableDatasets and no sample is as big as the context length, `input_batch` will be an empty list.
```
def tokenize(batch, tokenizer, context_length):
outputs = tokenizer(
batch["text"],
truncation=True,
max_length=context_length,
r... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6346",
"html_url": "https://github.com/huggingface/datasets/pull/6346",
"diff_url": "https://github.com/huggingface/datasets/pull/6346.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6346.patch",
"merged_at": "2023-10-25T16:36... | true | [
"_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... |
6,345 | support squad structure datasets using a YAML parameter | ### Feature request
Since the squad structure is widely used, I think it could be beneficial to support it using a YAML parameter.
could you implement automatic data loading of squad-like data using squad JSON format, to read it from JSON files and view it in the correct squad structure.
The dataset structure should... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,344 | set dev version | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6344",
"html_url": "https://github.com/huggingface/datasets/pull/6344",
"diff_url": "https://github.com/huggingface/datasets/pull/6344.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6344.patch",
"merged_at": "2023-10-23T15:13... | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6344). 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... |
6,343 | Remove unused argument in `_get_data_files_patterns` | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6343",
"html_url": "https://github.com/huggingface/datasets/pull/6343",
"diff_url": "https://github.com/huggingface/datasets/pull/6343.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6343.patch",
"merged_at": "2023-11-16T09:03... | true | [
"_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... |
6,342 | Release: 2.14.6 | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6342",
"html_url": "https://github.com/huggingface/datasets/pull/6342",
"diff_url": "https://github.com/huggingface/datasets/pull/6342.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6342.patch",
"merged_at": "2023-10-23T15:07... | true | [
"<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... |
6,340 | Release 2.14.5 | (wrong release number - I was continuing the 2.14 branch but 2.14.5 was released from `main`) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6340",
"html_url": "https://github.com/huggingface/datasets/pull/6340",
"diff_url": "https://github.com/huggingface/datasets/pull/6340.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6340.patch",
"merged_at": null
} | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6340). All of your documentation changes will be reflected on that endpoint."
] |
6,339 | minor release step improvement | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6339",
"html_url": "https://github.com/huggingface/datasets/pull/6339",
"diff_url": "https://github.com/huggingface/datasets/pull/6339.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6339.patch",
"merged_at": "2023-11-07T10:32... | true | [
"_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... |
6,338 | pin fsspec before it switches to glob.glob | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6338",
"html_url": "https://github.com/huggingface/datasets/pull/6338",
"diff_url": "https://github.com/huggingface/datasets/pull/6338.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6338.patch",
"merged_at": null
} | true | [
"closing in favor of https://github.com/huggingface/datasets/pull/6337",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6338). All of your documentation changes will be reflected on that endpoint."
] |
6,337 | Pin supported upper version of fsspec | Pin upper version of `fsspec` to avoid disruptions introduced by breaking changes (and the need of urgent patch releases with hotfixes) on each release on their side. See:
- #6331
- #6210
- #5731
- #5617
- #5447
I propose that we explicitly test, introduce fixes and support each new `fsspec` version release.
... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6337",
"html_url": "https://github.com/huggingface/datasets/pull/6337",
"diff_url": "https://github.com/huggingface/datasets/pull/6337.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6337.patch",
"merged_at": "2023-10-23T12:04... | true | [
"<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... |
6,336 | unpin-fsspec | Close #6333. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6336",
"html_url": "https://github.com/huggingface/datasets/pull/6336",
"diff_url": "https://github.com/huggingface/datasets/pull/6336.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6336.patch",
"merged_at": "2023-10-23T10:17... | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6336). 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... |
6,335 | Support fsspec 2023.10.0 | Fix #6333. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6335",
"html_url": "https://github.com/huggingface/datasets/pull/6335",
"diff_url": "https://github.com/huggingface/datasets/pull/6335.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6335.patch",
"merged_at": null
} | true | [
"_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... |
6,334 | datasets.filesystems: fix is_remote_filesystems | Close #6330, close #6333.
`fsspec.implementations.LocalFilesystem.protocol`
was changed from `str` "file" to `tuple[str,...]` ("file", "local") in `fsspec>=2023.10.0`
This commit supports both styles. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6334",
"html_url": "https://github.com/huggingface/datasets/pull/6334",
"diff_url": "https://github.com/huggingface/datasets/pull/6334.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6334.patch",
"merged_at": "2023-10-23T10:14... | true | [
"_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... |
6,333 | Support fsspec 2023.10.0 | Once root issue is fixed, remove temporary pin of fsspec < 2023.10.0 introduced by:
- #6331
Related to issue:
- #6330
As @ZachNagengast suggested, the issue might be related to:
- https://github.com/fsspec/filesystem_spec/pull/1381 | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi @albertvillanova @lhoestq \r\n\r\nI believe the pull request that pins the fsspec version (https://github.com/huggingface/datasets/pull/6331) was merged by mistake. Another fix for the issue was merged on the same day an hour apart. See https://github.com/huggingface/datasets/pull/6334\r\n\r\nI'm now having an ... |
6,332 | Replace deprecated license_file in setup.cfg | Replace deprecated license_file in `setup.cfg`.
See: https://github.com/huggingface/datasets/actions/runs/6610930650/job/17953825724?pr=6331
```
/tmp/pip-build-env-a51hls20/overlay/lib/python3.8/site-packages/setuptools/config/setupcfg.py:293: _DeprecatedConfig: Deprecated config in `setup.cfg`
!!
... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6332",
"html_url": "https://github.com/huggingface/datasets/pull/6332",
"diff_url": "https://github.com/huggingface/datasets/pull/6332.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6332.patch",
"merged_at": "2023-11-07T08:09... | true | [
"_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... |
6,331 | Temporarily pin fsspec < 2023.10.0 | Temporarily pin fsspec < 2023.10.0 until permanent solution is found.
Hot fix #6330.
See: https://github.com/huggingface/datasets/actions/runs/6610904287/job/17953774987
```
...
ERROR tests/test_iterable_dataset.py::test_iterable_dataset_from_file - NotImplementedError: Loading a dataset cached in a LocalFileS... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6331",
"html_url": "https://github.com/huggingface/datasets/pull/6331",
"diff_url": "https://github.com/huggingface/datasets/pull/6331.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6331.patch",
"merged_at": "2023-10-23T09:17... | true | [
"_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... |
6,330 | Latest fsspec==2023.10.0 issue with streaming datasets | ### Describe the bug
Loading a streaming dataset with this version of fsspec fails with the following error:
`NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet.`
I suspect the issue is with this PR
https://github.com/fsspec/filesystem_spec/pull/1381
### Steps ... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I also encountered a similar error below.\r\nAppreciate the team could shed some light on this issue.\r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotImplementedError Traceback (most recent call last)\r\n[/home/ubuntu/work/EveryDream2trainer/pre... |
6,329 | شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی | شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
| [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,328 | شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی | null | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی"
] |
6,327 | FileNotFoundError when trying to load the downloaded dataset with `load_dataset(..., streaming=True)` | ### Describe the bug
Hi, I'm trying to load the dataset `togethercomputer/RedPajama-Data-1T-Sample` with `load_dataset` in streaming mode, i.e., `streaming=True`, but `FileNotFoundError` occurs.
### Steps to reproduce the bug
I've downloaded the dataset and save it to the cache dir in advance. My hope is loadi... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You can clone the `togethercomputer/RedPajama-Data-1T-Sample` repo and load the dataset with `load_dataset(\"path/to/cloned_repo\")` to use it offline.",
"@mariosasko Thank you for your kind reply! I'll try it as a workaround.\r\nDoes that mean that currently it's not supported to simply load with a short name?"... |
6,326 | Create battery_analysis.py | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6326",
"html_url": "https://github.com/huggingface/datasets/pull/6326",
"diff_url": "https://github.com/huggingface/datasets/pull/6326.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6326.patch",
"merged_at": null
} | true | [] |
6,325 | Create battery_analysis.py | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6325",
"html_url": "https://github.com/huggingface/datasets/pull/6325",
"diff_url": "https://github.com/huggingface/datasets/pull/6325.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6325.patch",
"merged_at": null
} | true | [] |
6,324 | Conversion to Arrow fails due to wrong type heuristic | ### Describe the bug
I have a list of dictionaries with valid/JSON-serializable values.
One key is the denominator for a paragraph. In 99.9% of cases its a number, but there are some occurences of '1a', '2b' and so on.
If trying to convert this list to a dataset with `Dataset.from_list()`, I always get
`ArrowI... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Unlike Pandas, Arrow is strict with types, so converting the problematic strings to ints (or ints to strings) to ensure all the values have the same type is the only fix. \r\n\r\nJSON support has been requested in Arrow [here](https://github.com/apache/arrow/issues/32538), but I don't expect this to be implemented... |
6,323 | Loading dataset from large GCS bucket very slow since 2.14 | ### Describe the bug
Since updating to >2.14 we have very slow access to our parquet files on GCS when loading a dataset (>30 min vs 3s). Our GCS bucket has many objects and resolving globs is very slow. I could track down the problem to this change:
https://github.com/huggingface/datasets/blame/bade7af74437347a76083... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,322 | Fix regex `get_data_files` formatting for base paths | With this pr https://github.com/huggingface/datasets/pull/6309, it is formatting the entire base path into regex, which results in the undesired formatting error `doesn't match the pattern` because of the line in `glob_pattern_to_regex`: `.replace("//", "/")`:
- Input: `hf://datasets/...`
- Output: `hf:/datasets/...`... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6322",
"html_url": "https://github.com/huggingface/datasets/pull/6322",
"diff_url": "https://github.com/huggingface/datasets/pull/6322.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6322.patch",
"merged_at": "2023-10-23T14:31... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> The reason why I used the the glob_pattern_to_regex in the entire pattern is because otherwise I got an error for Windows local paths: a base_path like 'C:\\\\Users\\\\runneradmin... made the function string_to_dict raise re.error:... |
6,321 | Fix typos | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6321",
"html_url": "https://github.com/huggingface/datasets/pull/6321",
"diff_url": "https://github.com/huggingface/datasets/pull/6321.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6321.patch",
"merged_at": "2023-10-19T17:07... | true | [
"_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... |
6,320 | Dataset slice splits can't load training and validation at the same time | ### Describe the bug
According to the [documentation](https://huggingface.co/docs/datasets/v2.14.5/loading#slice-splits) is should be possible to run the following command:
`train_test_ds = datasets.load_dataset("bookcorpus", split="train+test")`
to load the train and test sets from the dataset.
However ex... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"The expression \"train+test\" concatenates the splits.\r\n\r\nThe individual splits as separate datasets can be obtained as follows:\r\n```python\r\ntrain_ds, test_ds = load_dataset(\"<dataset_name>\", split=[\"train\", \"test\"])\r\ntrain_10pct_ds, test_10pct_ds = load_dataset(\"<dataset_name>\", split=[\"train[:... |
6,319 | Datasets.map is severely broken | ### Describe the bug
Regardless of how many cores I used, I have 16 or 32 threads, map slows down to a crawl at around 80% done, lingers maybe until 97% extremely slowly and NEVER finishes the job. It just hangs.
After watching this for 27 hours I control-C out of it. Until the end one process appears to be doing s... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Instead of processing a single example at a time, you should use the batched `map` for the best performance (with `num_proc=1`) - the fast tokenizers can process a batch's samples in parallel in that scenario.\r\n\r\nE.g., the following code in Colab takes an hour to complete:\r\n```python\r\n# !pip install da... |
6,318 | Deterministic set hash | Sort the items in a set according to their `datasets.fingerprint.Hasher.hash` hash to get a deterministic hash of sets.
This is useful to get deterministic hashes of tokenizers that use a trie based on python sets.
reported in https://github.com/huggingface/datasets/issues/3847 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6318",
"html_url": "https://github.com/huggingface/datasets/pull/6318",
"diff_url": "https://github.com/huggingface/datasets/pull/6318.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6318.patch",
"merged_at": "2023-10-19T16:16... | true | [
"_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... |
6,317 | sentiment140 dataset unavailable | ### Describe the bug
loading the dataset using load_dataset("sentiment140") returns the following error
ConnectionError: Couldn't reach http://cs.stanford.edu/people/alecmgo/trainingandtestdata.zip (error 403)
### Steps to reproduce the bug
Run the following code (version should not matter).
```
from data... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting. We are investigating the issue.",
"We have opened an issue in the corresponding Hub dataset: https://huggingface.co/datasets/sentiment140/discussions/3\r\n\r\nLet's continue the discussion there."
] |
6,316 | Fix loading Hub datasets with CSV metadata file | Currently, the reading of the metadata file infers the file extension (.jsonl or .csv) from the passed filename. However, downloaded files from the Hub don't have file extension. For example:
- the original file: `hf://datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5916a4-16977085077831/metadata.jsonl`
- correspon... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6316",
"html_url": "https://github.com/huggingface/datasets/pull/6316",
"diff_url": "https://github.com/huggingface/datasets/pull/6316.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6316.patch",
"merged_at": "2023-10-20T06:14... | true | [
"<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... |
6,315 | Hub datasets with CSV metadata raise ArrowInvalid: JSON parse error: Invalid value. in row 0 | When trying to load a Hub dataset that contains a CSV metadata file, it raises an `ArrowInvalid` error:
```
E pyarrow.lib.ArrowInvalid: JSON parse error: Invalid value. in row 0
pyarrow/error.pxi:100: ArrowInvalid
```
See: https://huggingface.co/datasets/lukarape/public_small_papers/discussions/1 | [
{
"id": 1935892857,
"node_id": "MDU6TGFiZWwxOTM1ODkyODU3",
"url": "https://api.github.com/repos/huggingface/datasets/labels/bug",
"name": "bug",
"color": "d73a4a",
"default": true,
"description": "Something isn't working"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,314 | Support creating new branch in push_to_hub | This adds support for creating a new branch when pushing a dataset to the hub. Tested both methods locally and branches are created. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6314",
"html_url": "https://github.com/huggingface/datasets/pull/6314",
"diff_url": "https://github.com/huggingface/datasets/pull/6314.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6314.patch",
"merged_at": null
} | true | [] |
6,313 | Fix commit message formatting in multi-commit uploads | Currently, the commit message keeps on adding:
- `Upload dataset (part 00000-of-00002)`
- `Upload dataset (part 00000-of-00002) (part 00001-of-00002)`
Introduced in https://github.com/huggingface/datasets/pull/6269
This PR fixes this issue to have
- `Upload dataset (part 00000-of-00002)`
- `Upload dataset... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6313",
"html_url": "https://github.com/huggingface/datasets/pull/6313",
"diff_url": "https://github.com/huggingface/datasets/pull/6313.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6313.patch",
"merged_at": "2023-10-20T13:57... | true | [
"_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... |
6,312 | docs: resolving namespace conflict, refactored variable | In docs of about_arrow.md, in the below example code
The variable name 'time' was being used in a way that could potentially lead to a namespace conflict with Python's built-in 'time' module. It is not a good conven... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6312",
"html_url": "https://github.com/huggingface/datasets/pull/6312",
"diff_url": "https://github.com/huggingface/datasets/pull/6312.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6312.patch",
"merged_at": "2023-10-19T16:23... | true | [
"<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... |
6,311 | cast_column to Sequence with length=4 occur exception raise in datasets/table.py:2146 | ### Describe the bug
i load a dataset from local csv file which has 187383612 examples, then use `map` to generate new columns for test.
here is my code :
```
import os
from datasets import load_dataset
from datasets.features import Sequence, Value
def add_new_path(example):
example["ais_bbox"] =... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in https://github.com/huggingface/datasets/pull/6283 (should be part of the next release).",
"> Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in #6283 (should be p... |
6,310 | Add return_file_name in load_dataset | Proposition to fix #5806.
Added an optional parameter `return_file_name` in the dataset builder config. When set to `True`, the function will include the file name corresponding to the sample in the returned output.
There is a difference between arrow-based and folder-based datasets to return the file name:
- fo... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6310",
"html_url": "https://github.com/huggingface/datasets/pull/6310",
"diff_url": "https://github.com/huggingface/datasets/pull/6310.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6310.patch",
"merged_at": null
} | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6310). All of your documentation changes will be reflected on that endpoint.",
"> Thanks for the change !\r\n> \r\n> Since `return` in python often refers to what is actually returned by the function (here `load_dataset`), I th... |
6,309 | Fix get_data_patterns for directories with the word data twice | Before the fix, `get_data_patterns` inferred wrongly the split name for paths with the word "data" twice:
- For the URL path: `hf://datasets/piuba-bigdata/articles_and_comments@f328d536425ae8fcac5d098c8408f437bffdd357/data/train-00001-of-00009.parquet` (note the org name `piuba-bigdata/` ending with `data/`)
- The in... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6309",
"html_url": "https://github.com/huggingface/datasets/pull/6309",
"diff_url": "https://github.com/huggingface/datasets/pull/6309.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6309.patch",
"merged_at": "2023-10-18T13:50... | true | [
"<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... |
6,308 | module 'resource' has no attribute 'error' | ### Describe the bug
just run import:
`from datasets import load_dataset`
and then:
```
File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\__init__.py", line 22, in <module>
from .arrow_dataset import Dataset
File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\arrow... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"This (Windows) issue was fixed in `fsspec` in https://github.com/fsspec/filesystem_spec/pull/1275. So, to avoid the error, update the `fsspec` installation with `pip install -U fsspec`.",
"> This (Windows) issue was fixed in `fsspec` in [fsspec/filesystem_spec#1275](https://github.com/fsspec/filesystem_spec/pul... |
6,307 | Fix typo in code example in docs | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6307",
"html_url": "https://github.com/huggingface/datasets/pull/6307",
"diff_url": "https://github.com/huggingface/datasets/pull/6307.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6307.patch",
"merged_at": "2023-10-17T06:36... | true | [
"_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... |
6,306 | pyinstaller : OSError: could not get source code | ### Describe the bug
I ran a package with pyinstaller and got the following error：
### Steps to reproduce the bug
```
...
File "datasets\__init__.py", line 52, in <module>
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 1006, in _find_an... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"more information：\r\n``` \r\nFile \"text2vec\\__init__.py\", line 8, in <module>\r\nFile \"<frozen importlib._bootstrap>\", line 1027, in _find_and_load\r\nFile \"<frozen importlib._bootstrap>\", line 1006, in _find_and_load_unlocked\r\nFile \"<frozen importlib._bootstrap>\", line 688, in _load_unlocked\r\nFile \"... |
6,305 | Cannot load dataset with `2.14.5`: `FileNotFound` error | ### Describe the bug
I'm trying to load [piuba-bigdata/articles_and_comments] and I'm stumbling with this error on `2.14.5`. However, this works on `2.10.0`.
### Steps to reproduce the bug
[Colab link](https://colab.research.google.com/drive/1SAftFMQnFE708ikRnJJHIXZV7R5IBOCE#scrollTo=r2R2ipCCDmsg)
```python
D... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting, @finiteautomata.\r\n\r\nWe are investigating it. ",
"There is a bug in `datasets`. You can see our proposed fix:\r\n- #6309 "
] |
6,304 | Update README.md | Fixed typos in ReadMe and added punctuation marks
Tensorflow --> TensorFlow
| [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6304",
"html_url": "https://github.com/huggingface/datasets/pull/6304",
"diff_url": "https://github.com/huggingface/datasets/pull/6304.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6304.patch",
"merged_at": "2023-10-17T15:04... | true | [
"<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... |
6,303 | Parquet uploads off-by-one naming scheme | ### Describe the bug
I noticed this numbering scheme not matching up in a different project and wanted to raise it as an issue for discussion, what is the actual proper way to have these stored?
<img width="425" alt="image" src="https://github.com/huggingface/datasets/assets/1981179/3ffa2144-7c9a-446f-b521-a5e9db71... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You can find the reasoning behind this naming scheme [here](https://github.com/huggingface/transformers/pull/16343#discussion_r931182168).\r\n\r\nThis point has been raised several times, so I'd be okay with starting with `00001-` (also to be consistent with the `transformers` sharding), but I'm not sure @lhoestq ... |
6,302 | ArrowWriter/ParquetWriter `write` method does not increase `_num_bytes` and hence datasets not sharding at `max_shard_size` | ### Describe the bug
An example from [1], does not work when limiting shards with `max_shard_size`.
Try the following example with low `max_shard_size`, such as:
```python
builder.download_and_prepare(output_dir, storage_options=storage_options, file_format="parquet", max_shard_size="10MB")
```
The reason f... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"`writer._num_bytes` is updated every `writer_batch_size`-th call to the `write` method (default `writer_batch_size` is 1000 (examples)). You should be able to see the update by passing a smaller `writer_batch_size` to the `load_dataset_builder`.\r\n\r\nWe could improve this by supporting the string `writer_batch_s... |
6,301 | Unpin `tensorflow` maximum version | Removes the temporary pin introduced in #6264 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6301",
"html_url": "https://github.com/huggingface/datasets/pull/6301",
"diff_url": "https://github.com/huggingface/datasets/pull/6301.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6301.patch",
"merged_at": "2023-10-12T15:49... | true | [
"<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... |
6,300 | Unpin `jax` maximum version | fix #6299
fix #6202 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6300",
"html_url": "https://github.com/huggingface/datasets/pull/6300",
"diff_url": "https://github.com/huggingface/datasets/pull/6300.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6300.patch",
"merged_at": "2023-10-12T16:28... | true | [
"<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... |
6,299 | Support for newer versions of JAX | ### Feature request
Hi,
I like your idea of adapting the datasets library to be usable with JAX. Thank you for that.
However, in your [setup.py](https://github.com/huggingface/datasets/blob/main/setup.py), you enforce old versions of JAX <= 0.3... It is very cumbersome !
What is the rationale for such a lim... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,298 | Doc readme improvements | Changes in the doc READMe:
* adds two new sections (to be aligned with `transformers` and `hfh`): "Previewing the documentation" and "Writing documentation examples"
* replaces the mentions of `transformers` with `datasets`
* fixes some dead links | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6298",
"html_url": "https://github.com/huggingface/datasets/pull/6298",
"diff_url": "https://github.com/huggingface/datasets/pull/6298.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6298.patch",
"merged_at": "2023-10-12T12:38... | true | [
"<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... |
6,297 | Fix ArrayXD cast | Fix #6291 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6297",
"html_url": "https://github.com/huggingface/datasets/pull/6297",
"diff_url": "https://github.com/huggingface/datasets/pull/6297.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6297.patch",
"merged_at": "2023-10-13T13:45... | true | [
"<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... |
6,296 | Move `exceptions.py` to `utils/exceptions.py` | I didn't notice the path while reviewing the PR yesterday :( | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6296",
"html_url": "https://github.com/huggingface/datasets/pull/6296",
"diff_url": "https://github.com/huggingface/datasets/pull/6296.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6296.patch",
"merged_at": null
} | true | [
"<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... |
6,295 | Fix parquet columns argument in streaming mode | It was failing when there's a DatasetInfo with non-None info.features from the YAML (therefore containing columns that should be ignored)
Fix https://github.com/huggingface/datasets/issues/6293 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6295",
"html_url": "https://github.com/huggingface/datasets/pull/6295",
"diff_url": "https://github.com/huggingface/datasets/pull/6295.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6295.patch",
"merged_at": "2023-10-11T16:21... | true | [
"<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... |
6,294 | IndexError: Invalid key is out of bounds for size 0 despite having a populated dataset | ### Describe the bug
I am encountering an `IndexError` when trying to access data from a DataLoader which wraps around a dataset I've loaded using the `datasets` library. The error suggests that the dataset size is `0`, but when I check the length and print the dataset, it's clear that it has `1166` entries.
### Step... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"It looks to be the same issue as the one reported in https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0.\r\n\r\nCan you check the length of `train_dataset` before the `train_sampler = self._get_train_sampler()` (and after `_remove_unused_columns`) line?"
] |
6,293 | Choose columns to stream parquet data in streaming mode | Currently passing columns= to load_dataset in streaming mode fails
```
Tried to load parquet data with columns '['link']' with mismatching features '{'caption': Value(dtype='string', id=None), 'image': {'bytes': Value(dtype='binary', id=None), 'path': Value(dtype='null', id=None)}, 'link': Value(dtype='string', id=... | [
{
"id": 1935892857,
"node_id": "MDU6TGFiZWwxOTM1ODkyODU3",
"url": "https://api.github.com/repos/huggingface/datasets/labels/bug",
"name": "bug",
"color": "d73a4a",
"default": true,
"description": "Something isn't working"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
6,292 | how to load the image of dtype float32 or float64 | _FEATURES = datasets.Features(
{
"image": datasets.Image(),
"text": datasets.Value("string"),
},
)
The datasets builder seems only support the unit8 data. How to load the float dtype data? | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Can you provide a code that reproduces the issue?\r\n\r\nAlso, which version of `datasets` are you using? You can check this by running `python -c \"import datasets; print(datasets.__version__)\"` inside the env. We added support for \"float images\" in `datasets 2.9`."
] |
6,291 | Casting type from Array2D int to Array2D float crashes | ### Describe the bug
I am on a school project and the initial type for feature annotations are `Array2D(shape=(None, 4))`. I am trying to cast this type to a `float64` and pyarrow gives me this error :
```
Traceback (most recent call last):
File "/home/alan/dev/ClassezDesImagesAvecDesAlgorithmesDeDeeplearnin... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting! I've opened a PR with a fix"
] |
6,290 | Incremental dataset (e.g. `.push_to_hub(..., append=True)`) | ### Feature request
Have the possibility to do `ds.push_to_hub(..., append=True)`.
### Motivation
Requested in this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/3#65252597c4edc168202a5eaa) and
this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/4#6524f675... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Yea I think waiting for #6269 would be best, or branching from it. For reference, this [PR](https://github.com/LAION-AI/Discord-Scrapers/pull/2) is progressing pretty well which will do similar using the hf hub for our LAION dataset bot https://github.com/LAION-AI/Discord-Scrapers/pull/2. ",
"Is there any update... |
6,289 | testing doc-builder | testing https://github.com/huggingface/doc-builder/pull/426 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6289",
"html_url": "https://github.com/huggingface/datasets/pull/6289",
"diff_url": "https://github.com/huggingface/datasets/pull/6289.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6289.patch",
"merged_at": null
} | true | [
"<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... |
6,288 | Dataset.from_pandas with a DataFrame of PIL.Images | Currently type inference doesn't know what to do with a Pandas Series of PIL.Image objects, though it would be nice to get a Dataset with the Image type this way | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"A duplicate of https://github.com/huggingface/datasets/issues/4796.\r\n\r\nWe could get this for free by implementing the `Image` feature as an extension type, as shown in [this](https://colab.research.google.com/drive/1Uzm_tXVpGTwbzleDConWcNjacwO1yxE4?usp=sharing) Colab (example with UUIDs).\r\n",
"+1 to this\r... |
6,287 | map() not recognizing "text" | ### Describe the bug
The [map() documentation](https://huggingface.co/docs/datasets/v2.14.5/en/package_reference/main_classes#datasets.Dataset.map) reads:
`
ds = ds.map(lambda x: tokenizer(x['text'], truncation=True, padding=True), batched=True)`
I have been trying to reproduce it in my code as:
`tokenizedData... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"There is no \"text\" column in the `amazon_reviews_multi`, hence the `KeyError`. You can get the column names by running `dataset.column_names`."
] |
6,286 | Create DefunctDatasetError | Create `DefunctDatasetError` as a specific error to be raised when a dataset is defunct and no longer accessible.
See Hub discussion: https://huggingface.co/datasets/the_pile_books3/discussions/7#6523c13a94f3a1a2092d251b | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6286",
"html_url": "https://github.com/huggingface/datasets/pull/6286",
"diff_url": "https://github.com/huggingface/datasets/pull/6286.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6286.patch",
"merged_at": "2023-10-10T07:03... | true | [
"<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... |
6,285 | TypeError: expected str, bytes or os.PathLike object, not dict | ### Describe the bug
my dataset is in form : train- image /n -labels
and tried the code:
```
from datasets import load_dataset
data_files = {
"train": "/content/datasets/PotholeDetectionYOLOv8-1/train/",
"validation": "/content/datasets/PotholeDetectionYOLOv8-1/valid/",
"test": "/content/dat... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You should be able to load the images by modifying the `load_dataset` call like this:\r\n```python\r\ndataset = load_dataset(\"imagefolder\", data_dir=\"/content/datasets/PotholeDetectionYOLOv8-1\")\r\n```\r\n\r\nThe `imagefolder` builder expects the image files to be in `path/label/image_file` (e.g. .`.../train/d... |
6,284 | Add Belebele multiple-choice machine reading comprehension (MRC) dataset | ### Feature request
Belebele is a multiple-choice machine reading comprehension (MRC) dataset spanning 122 language variants. This dataset enables the evaluation of mono- and multi-lingual models in high-, medium-, and low-resource languages. Each question has four multiple-choice answers and is linked to a short pass... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"This dataset is already available on the Hub: https://huggingface.co/datasets/facebook/belebele.\r\n"
] |
6,283 | Fix array cast/embed with null values | Fixes issues with casting/embedding PyArrow list arrays with null values. It also bumps the required PyArrow version to 12.0.0 (over 9 months old) to simplify the implementation.
Fix #6280, fix #6311, fix #6360
(Also fixes https://github.com/huggingface/datasets/issues/5430 to make Beam compatible with PyArrow>=... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6283",
"html_url": "https://github.com/huggingface/datasets/pull/6283",
"diff_url": "https://github.com/huggingface/datasets/pull/6283.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6283.patch",
"merged_at": "2024-02-06T19:24... | true | [
"<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... |
6,282 | Drop data_files duplicates | I just added drop_duplicates=True to `.from_patterns`. I used a dict to deduplicate and preserve the order
close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
| [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6282",
"html_url": "https://github.com/huggingface/datasets/pull/6282",
"diff_url": "https://github.com/huggingface/datasets/pull/6282.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6282.patch",
"merged_at": null
} | true | [
"<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... |
6,281 | Improve documentation of dataset.from_generator | Improve documentation to clarify sharding behavior (#6270) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/6281",
"html_url": "https://github.com/huggingface/datasets/pull/6281",
"diff_url": "https://github.com/huggingface/datasets/pull/6281.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/6281.patch",
"merged_at": "2023-10-05T18:57... | true | [
"I have looked at the doc failures, and I do not think that my change caused the doc build failure, but I'm not 100% sure about that.\r\nI have high confidence that the integration test failures are not something I introduced:-)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<sum... |
6,280 | Couldn't cast array of type fixed_size_list to Sequence(Value(float64)) | ### Describe the bug
I have a dataset with an embedding column, when I try to map that dataset I get the following exception:
```
Traceback (most recent call last):
File "/Users/jmif/.virtualenvs/llm-training/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 3189, in map
for rank, done, content... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting! I've opened a PR with a fix.",
"Thanks for the quick response @mariosasko! I just installed your branch via `poetry add 'git+https://github.com/huggingface/datasets#fix-array_values'` and I can confirm it works on the example provided.\r\n\r\nFollow up question for you, should `None`s be s... |
6,279 | Batched IterableDataset | ### Feature request
Hi,
could you add an implementation of a batched `IterableDataset`. It already support an option to do batch iteration via `.iter(batch_size=...)` but this cannot be used in combination with a torch `DataLoader` since it just returns an iterator.
### Motivation
The current implementation load... | [
{
"id": 1935892871,
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
"url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement",
"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"This is exactly what I was looking for. It would also be very useful for me :-)",
"This issue is really smashing the selling point of HF datasets... The only workaround I've found so far is to create a customized IterableDataloader which improves the loading speed to some extent.\r\n\r\nFor example I've a HF dat... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.