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 |
|---|---|---|---|---|---|---|
5,445 | CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target' | CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185
```
...
ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path... | [
{
"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 | [] |
5,444 | info messages logged as warnings | ### Describe the bug
Code in `datasets` is using `logger.warning` when it should be using `logger.info`.
Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category.
Definitions from the Python docs for reference:
* I... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Looks like a duplicate of https://github.com/huggingface/datasets/issues/1948. \r\n\r\nI also think these should be logged as INFO messages, but let's see what @lhoestq thinks.",
"It can be considered unexpected to see a `map` function return instantaneously. The warning is here to explain this case by mentionin... |
5,443 | Update share tutorial | Based on feedback from discussion #5423, this PR updates the sharing tutorial with a mention of writing your own dataset loading script to support more advanced dataset creation options like multiple configs.
I'll open a separate PR to update the *Create a Dataset card* with the new Hub metadata UI update 😄 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5443",
"html_url": "https://github.com/huggingface/datasets/pull/5443",
"diff_url": "https://github.com/huggingface/datasets/pull/5443.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5443.patch",
"merged_at": "2023-01-20T15:37... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,442 | OneDrive Integrations with HF Datasets | ### Feature request
First of all , I would like to thank all community who are developed DataSet storage and make it free available
How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section.
For example, if I have **50GB** on my **Onedrive*... | [
{
"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 | [
"Hi! \r\n\r\nWe use [`fsspec`](https://github.com/fsspec/filesystem_spec) to integrate with storage providers. You can find more info (and the usage examples) in [our docs](https://huggingface.co/docs/datasets/v2.8.0/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage).\r\n\r\n[`gdrivefs`](https://githu... |
5,441 | resolving a weird tar extract issue | ok, every so often, I have been getting a strange failure on dataset install:
```
$ python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing
No config specified, defaulting to: general-pmd-synthetic-testing/100.unique
Downloading and prep... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5441",
"html_url": "https://github.com/huggingface/datasets/pull/5441",
"diff_url": "https://github.com/huggingface/datasets/pull/5441.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5441.patch",
"merged_at": null
} | true | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
5,440 | Fix documentation about batch samplers | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5440",
"html_url": "https://github.com/huggingface/datasets/pull/5440",
"diff_url": "https://github.com/huggingface/datasets/pull/5440.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5440.patch",
"merged_at": "2023-01-18T17:50... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,439 | [dataset request] Add Common Voice 12.0 | ### Feature request
Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets.
### Motivation
The dataset link:
https://commonvoice.mozilla.org/en/datasets
| [
{
"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 | [
"@polinaeterna any tentative date on when the Common Voice 12.0 dataset will be added ?",
"This dataset is now hosted on the Hub here: https://huggingface.co/datasets/mozilla-foundation/common_voice_12_0"
] |
5,438 | Update actions/checkout in CD Conda release | This PR updates the "checkout" GitHub Action to its latest version, as previous ones are deprecated: https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead-of-node12/ | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5438",
"html_url": "https://github.com/huggingface/datasets/pull/5438",
"diff_url": "https://github.com/huggingface/datasets/pull/5438.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5438.patch",
"merged_at": "2023-01-18T13:42... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,437 | Can't load png dataset with 4 channel (RGBA) | I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https://user-images.githubusercontent.com/41611046... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Can you please share the directory structure of your image folder and the `load_dataset` call? We decode images with Pillow, and Pillow supports RGBA PNGs, so this shouldn't be a problem.\r\n\r\n",
"> Hi! Can you please share the directory structure of your image folder and the `load_dataset` call? We decode... |
5,436 | Revert container image pin in CI benchmarks | Closes #5433, reverts #5432, and also:
* Uses [ghcr.io container images](https://cml.dev/doc/self-hosted-runners/#docker-images) for extra speed
* Updates `actions/checkout` to `v3` (note that `v2` is [deprecated](https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5436",
"html_url": "https://github.com/huggingface/datasets/pull/5436",
"diff_url": "https://github.com/huggingface/datasets/pull/5436.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5436.patch",
"merged_at": "2023-01-18T06:29... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,435 | Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage | ### Describe the bug
In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states:
> Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Just for your information, Tensorflow confirmed this issue [here.](https://github.com/tensorflow/tensorflow/issues/59279)",
"Thanks for reporting, @HaoyuYang59.\r\n\r\nPlease note that these are different \"dataset\" objects: our docs refer to Hugging Face `datasets.Dataset` and not to TensorFlow `tf.data.Datase... |
5,434 | sample_dataset module not found | null | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Can you describe what the actual error is?",
"working on the setfit example script\r\n\r\n from setfit import SetFitModel, SetFitTrainer, sample_dataset\r\n\r\nImportError: cannot import name 'sample_dataset' from 'setfit' (C:\\Python\\Python38\\lib\\site-packages\\setfit\\__init__.py)\r\n\r\n apart from t... |
5,433 | Support latest Docker image in CI benchmarks | Once we find out the root cause of:
- #5431
we should revert the temporary pin on the Docker image version introduced by:
- #5432 | [
{
"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 | [
"Sorry, it was us:[^1] https://github.com/iterative/cml/pull/1317 & https://github.com/iterative/cml/issues/1319#issuecomment-1385599559; should be fixed with [v0.18.17](https://github.com/iterative/cml/releases/tag/v0.18.17).\r\n\r\n[^1]: More or less, see https://github.com/yargs/yargs/issues/873.",
"Opened htt... |
5,432 | Fix CI benchmarks by temporarily pinning Docker image version | This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag.
It also updates deprecated `cml-send-comment` command and using `cml comment create` instead.
Fix #5431. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5432",
"html_url": "https://github.com/huggingface/datasets/pull/5432",
"diff_url": "https://github.com/huggingface/datasets/pull/5432.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5432.patch",
"merged_at": "2023-01-17T08:51... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,431 | CI benchmarks are broken: Unknown arguments: runnerPath, path | Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161
```
Unknown arguments: runnerPath, path
```
Stack trace:
```
100%|██████████| 500/500 [00:01<00:00, 338.98ba/s]
Updating lock file 'dvc.lock'
To track the changes ... | [
{
"id": 4296013012,
"node_id": "LA_kwDODunzps8AAAABAA_01A",
"url": "https://api.github.com/repos/huggingface/datasets/labels/maintenance",
"name": "maintenance",
"color": "d4c5f9",
"default": false,
"description": "Maintenance tasks"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
5,430 | Support Apache Beam >= 2.44.0 | Once we find out the root cause of:
- #5426
we should revert the temporary pin on apache-beam introduced by:
- #5429 | [
{
"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 | [
"Some of the shard files now have 0 number of rows.\r\n\r\nWe have opened an issue in the Apache Beam repo:\r\n- https://github.com/apache/beam/issues/25041"
] |
5,429 | Fix CI by temporarily pinning apache-beam < 2.44.0 | Temporarily pin apache-beam < 2.44.0
Fix #5426. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5429",
"html_url": "https://github.com/huggingface/datasets/pull/5429",
"diff_url": "https://github.com/huggingface/datasets/pull/5429.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5429.patch",
"merged_at": "2023-01-16T16:49... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,428 | Load/Save FAISS index using fsspec | ### Feature request
From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support)
I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`.
### Motivation
In... | [
{
"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 | [
"Hi! Sure, feel free to submit a PR. Maybe if we want to be consistent with the existing API, it would be cleaner to directly add support for `fsspec` paths in `Dataset.load_faiss_index`/`Dataset.save_faiss_index` in the same manner as it was done in `Dataset.load_from_disk`/`Dataset.save_to_disk`.",
"That's a gr... |
5,427 | Unable to download dataset id_clickbait | ### Describe the bug
I tried to download dataset `id_clickbait`, but receive this error message.
```
FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip
```
When i open the link using browser, i got this XML data.
```xml
<?xml versi... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting, @ilos-vigil.\r\n\r\nWe have transferred this issue to the corresponding dataset on the Hugging Face Hub: https://huggingface.co/datasets/id_clickbait/discussions/1 "
] |
5,426 | CI tests are broken: SchemaInferenceError | CI test (unit, ubuntu-latest, deps-minimum) is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004
```
FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writer.SchemaInferenceError: Please pass `feat... | [
{
"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 | [] |
5,425 | Sort on multiple keys with datasets.Dataset.sort() | ### Feature request
From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1
`sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function.
The suggested solution:
> ... having something similar to panda... | [
{
"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"
},
{
"id": 1935892877,
"node_id": "MDU6... | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! \r\n\r\n`Dataset.sort` calls `df.sort_values` internally, and `df.sort_values` brings all the \"sort\" columns in memory, so sorting on multiple keys could be very expensive. This makes me think that maybe we can replace `df.sort_values` with `pyarrow.compute.sort_indices` - the latter can also sort on multipl... |
5,424 | When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset? | ### Describe the bug
I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`.
### Steps to reproduce the bug
Steps to reproduc... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! You can get a `DatasetDict` if you pass a dictionary with read instructions as follows:\r\n```python\r\ninstructions = [\r\n ReadInstruction(split_name=\"train\", from_=0, to=10, unit='%', rounding='closest'),\r\n ReadInstruction(split_name=\"dev\", from_=0, to=10, unit='%', rounding='closest'),\r\n R... |
5,422 | Datasets load error for saved github issues | ### Describe the bug
Loading a previously downloaded & saved dataset as described in the HuggingFace course:
issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train")
Gives this error:
datasets.builder.DatasetGenerationError: An error occurred while generating the dataset... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I can confirm that the error exists!\r\nI'm trying to read 3 parquet files locally:\r\n```python\r\nfrom datasets import load_dataset, Features, Value, ClassLabel\r\n\r\nreview_dataset = load_dataset(\r\n \"parquet\",\r\n data_files={\r\n \"train\": os.path.join(sentiment_analysis_data_path, \"train.p... |
5,421 | Support case-insensitive Hub dataset name in load_dataset | ### Feature request
The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue.
Ideally, we could load the glue dataset using the following:
```
from d... | [
{
"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 | [
"Closing as case-insensitivity should be only for URL redirection on the Hub. In the APIs, we will only support the canonical name (https://github.com/huggingface/moon-landing/pull/2399#issuecomment-1382085611)"
] |
5,420 | ci: 🎡 remove two obsolete issue templates | add-dataset is not needed anymore since the "canonical" datasets are on the Hub. And dataset-viewer is managed within the datasets-server project.
See https://github.com/huggingface/datasets/issues/new/choose
<img width="1245" alt="Capture d’écran 2023-01-13 à 13 59 58" src="https://user-images.githubuserconten... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5420",
"html_url": "https://github.com/huggingface/datasets/pull/5420",
"diff_url": "https://github.com/huggingface/datasets/pull/5420.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5420.patch",
"merged_at": "2023-01-13T13:29... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,419 | label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator | ### Describe the bug
When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default column name is `label` if binary or `label_ids` if multi-class problem.
It is required to rename the column... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Thanks for pointing out this inconsistency. Changing the default value at this point is probably not worth it, considering we've started discussing the state of the task API internally - we will most likely deprecate the current one and replace it with a more robust solution that relies on the `train_eval_inde... |
5,418 | Add ProgressBar for `to_parquet` | ### Feature request
Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works.
### Motivation
It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar
### Your contribution
Sure I can help if needed | [
{
"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 | [
"Thanks for your proposal, @zanussbaum. Yes, I agree that would definitely be a nice feature to have!",
"@albertvillanova I’m happy to make a quick PR for the feature! let me know ",
"That would be awesome ! You can comment `#self-assign` to assign you to this issue and open a PR :) Will be happy to review",
... |
5,416 | Fix RuntimeError: Sharding is ambiguous for this dataset | This PR fixes the RuntimeError: Sharding is ambiguous for this dataset.
The error for ambiguous sharding will be raised only if num_proc > 1.
Fix #5415, fix #5414.
Fix https://huggingface.co/datasets/ami/discussions/3. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5416",
"html_url": "https://github.com/huggingface/datasets/pull/5416",
"diff_url": "https://github.com/huggingface/datasets/pull/5416.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5416.patch",
"merged_at": "2023-01-18T14:09... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"By the way, do we know how many datasets are impacted by this issue?\r\n\r\nMaybe we should do a patch release with this fix.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated be... |
5,415 | RuntimeError: Sharding is ambiguous for this dataset | ### Describe the bug
When loading some datasets, a RuntimeError is raised.
For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3
```
.../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size)
... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
5,414 | Sharding error with Multilingual LibriSpeech | ### Describe the bug
Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace:
```
Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/datasets/facebook___multilingual_librispeech/german/... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting, @Nithin-Holla.\r\n\r\nThis is a known issue for multiple datasets and we are investigating it:\r\n- See e.g.: https://huggingface.co/datasets/ami/discussions/3",
"Main issue:\r\n- #5415",
"@albertvillanova Thanks! As a workaround for now, can I use the dataset in streaming mode?",
"Yes,... |
5,413 | concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers | ### Describe the bug
When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails:
```
File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/combine.py", line 182, in concatenate_datasets
return _concatenate_map_style_data... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi ! Thanks for reporting :)\r\n\r\nI managed to reproduce the hub using\r\n```python\r\n\r\nfrom datasets import concatenate_datasets, Dataset, load_from_disk\r\n\r\nDataset.from_dict({\"a\": range(9)}).save_to_disk(\"tmp/ds1\")\r\nds1 = load_from_disk(\"tmp/ds1\")\r\nds1 = concatenate_datasets([ds1, ds1])\r\n\r\... |
5,412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi ! It fails because the dataset is already being prepared by your first run. I'd encourage you to prepare your dataset before using it for multiple trainings.\r\n\r\nYou can also specify another cache directory by passing `cache_dir=` to `load_dataset()`.",
"Thank you! What do you mean by prepare it beforehand... |
5,411 | Update docs of S3 filesystem with async aiobotocore | [s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf).
Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5411",
"html_url": "https://github.com/huggingface/datasets/pull/5411",
"diff_url": "https://github.com/huggingface/datasets/pull/5411.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5411.patch",
"merged_at": "2023-01-18T11:12... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,410 | Map-style Dataset to IterableDataset | Added `ds.to_iterable()` to get an iterable dataset from a map-style arrow dataset.
It also has a `num_shards` argument to split the dataset before converting to an iterable dataset. Sharding is important to enable efficient shuffling and parallel loading of iterable datasets.
TODO:
- [x] tests
- [x] docs
Fi... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5410",
"html_url": "https://github.com/huggingface/datasets/pull/5410",
"diff_url": "https://github.com/huggingface/datasets/pull/5410.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5410.patch",
"merged_at": "2023-02-01T16:36... | true | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
5,409 | Fix deprecation warning when use_auth_token passed to download_and_prepare | The `DatasetBuilder.download_and_prepare` argument `use_auth_token` was deprecated in:
- #5302
However, `use_auth_token` is still passed to `download_and_prepare` in our built-in `io` readers (csv, json, parquet,...).
This PR fixes it, so that no deprecation warning is raised.
Fix #5407. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5409",
"html_url": "https://github.com/huggingface/datasets/pull/5409",
"diff_url": "https://github.com/huggingface/datasets/pull/5409.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5409.patch",
"merged_at": "2023-01-06T10:59... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,408 | dataset map function could not be hash properly | ### Describe the bug
I follow the [blog post](https://huggingface.co/blog/fine-tune-whisper#building-a-demo) to finetune a Cantonese transcribe model.
When using map function to prepare dataset, following warning pop out:
`common_voice = common_voice.map(prepare_dataset,
remove_... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi ! On macos I tried with\r\n- py 3.9.11\r\n- datasets 2.8.0\r\n- transformers 4.25.1\r\n- dill 0.3.4\r\n\r\nand I was able to hash `prepare_dataset` correctly:\r\n```python\r\nfrom datasets.fingerprint import Hasher\r\nHasher.hash(prepare_dataset)\r\n```\r\n\r\nWhat version of transformers do you have ? Can you ... |
5,407 | Datasets.from_sql() generates deprecation warning | ### Describe the bug
Calling `Datasets.from_sql()` generates a warning:
`.../site-packages/datasets/builder.py:712: FutureWarning: 'use_auth_token' was deprecated in version 2.7.1 and will be removed in 3.0.0. Pass 'use_auth_token' to the initializer/'load_dataset_builder' instead.`
### Steps to reproduce the ... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting @msummerfield. We are fixing it."
] |
5,406 | [2.6.1][2.7.0] Upgrade `datasets` to fix `TypeError: can only concatenate str (not "int") to str` | `datasets` 2.6.1 and 2.7.0 started to stop supporting datasets like IMDB, ConLL or MNIST datasets.
When loading a dataset using 2.6.1 or 2.7.0, you may this error when loading certain datasets:
```python
TypeError: can only concatenate str (not "int") to str
```
This is because we started to update the metadat... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I still get this error on 2.9.0\r\n<img width=\"1925\" alt=\"image\" src=\"https://user-images.githubusercontent.com/7208470/215597359-2f253c76-c472-4612-8099-d3a74d16eb29.png\">\r\n",
"Hi ! I just tested locally and or colab and it works fine for 2.9 on `sst2`.\r\n\r\nAlso the code that is shown in your stack t... |
5,405 | size_in_bytes the same for all splits | ### Describe the bug
Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example:
```
>>> from datasets import load_da... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi @Breakend,\r\n\r\nIndeed, the attribute `size_in_bytes` refers to the size of the entire dataset configuration, for all splits (size of downloaded files + Arrow files), not the specific split.\r\nThis is also the case for `download_size` (downloaded files) and `dataset_size` (Arrow files).\r\n\r\nThe size of th... |
5,404 | Better integration of BIG-bench | ### Feature request
Ideally, it would be nice to have a maintained PyPI package for `bigbench`.
### Motivation
We'd like to allow anyone to access, explore and use any task.
### Your contribution
@lhoestq has opened an issue in their repo:
- https://github.com/google/BIG-bench/issues/906 | [
{
"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 | [
"Hi, I made my version : https://huggingface.co/datasets/tasksource/bigbench"
] |
5,403 | Replace one letter import in docs | This PR updates a code example for consistency across the docs based on [feedback from this comment](https://github.com/huggingface/transformers/pull/20925/files/9fda31634d203a47d3212e4e8d43d3267faf9808#r1058769500):
"In terms of style we usually stay away from one-letter imports like this (even if the community use... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5403",
"html_url": "https://github.com/huggingface/datasets/pull/5403",
"diff_url": "https://github.com/huggingface/datasets/pull/5403.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5403.patch",
"merged_at": "2023-01-03T14:59... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> Thanks for the docs fix for consistency.\r\n> \r\n> Again for consistency, it would be nice to make the same fix across all the docs, e.g.\r\n> \r\n> https://github.com/huggingface/datasets/blob/310cdddd1c43f9658de172b85b6509d07d5e... |
5,402 | Missing state.json when creating a cloud dataset using a dataset_builder | ### Describe the bug
Using `load_dataset_builder` to create a builder, run `download_and_prepare` do upload it to S3. However when trying to load it, there are missing `state.json` files. Complete example:
```python
from aiobotocore.session import AioSession as Session
from datasets import load_from_disk, load_da... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"`load_from_disk` must be used on datasets saved using `save_to_disk`: they correspond to fully serialized datasets including their state.\r\n\r\nOn the other hand, `download_and_prepare` just downloads the raw data and convert them to arrow (or parquet if you want). We are working on allowing you to reload a datas... |
5,401 | Support Dataset conversion from/to Spark | This PR implements Spark integration by supporting `Dataset` conversion from/to Spark `DataFrame`. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5401",
"html_url": "https://github.com/huggingface/datasets/pull/5401",
"diff_url": "https://github.com/huggingface/datasets/pull/5401.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5401.patch",
"merged_at": null
} | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5401). All of your documentation changes will be reflected on that endpoint.",
"Cool thanks !\r\n\r\nSpark DataFrame are usually quite big, and I believe here `from_spark` would load everything in the driver node's RAM, which i... |
5,400 | Support streaming datasets with os.path.exists and Path.exists | Support streaming datasets with `os.path.exists` and `pathlib.Path.exists`. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5400",
"html_url": "https://github.com/huggingface/datasets/pull/5400",
"diff_url": "https://github.com/huggingface/datasets/pull/5400.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5400.patch",
"merged_at": "2023-01-06T10:35... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,399 | Got disconnected from remote data host. Retrying in 5sec [2/20] | ### Describe the bug
While trying to upload my image dataset of a CSV file type to huggingface by running the below code. The dataset consists of a little over 100k of image-caption pairs
### Steps to reproduce the bug
```
df = pd.read_csv('x.csv', encoding='utf-8-sig')
features = Features({
'link': Ima... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
5,398 | Unpin pydantic | Once `pydantic` fixes their issue in their 1.10.3 version, unpin it.
See issue:
- #5394
See temporary fix:
- #5395 | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
5,397 | Unpin pydantic test dependency | Once pydantic-1.10.3 has been yanked, we can unpin it: https://pypi.org/project/pydantic/1.10.3/
See reply by pydantic team https://github.com/pydantic/pydantic/issues/4885#issuecomment-1367819807
```
v1.10.3 has been yanked.
```
in response to spacy request: https://github.com/pydantic/pydantic/issues/4885#issu... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5397",
"html_url": "https://github.com/huggingface/datasets/pull/5397",
"diff_url": "https://github.com/huggingface/datasets/pull/5397.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5397.patch",
"merged_at": "2022-12-30T10:43... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,396 | Fix checksum verification | Expected checksum was verified against checksum dict (not checksum). | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5396",
"html_url": "https://github.com/huggingface/datasets/pull/5396",
"diff_url": "https://github.com/huggingface/datasets/pull/5396.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5396.patch",
"merged_at": null
} | true | [
"Hi ! If I'm not mistaken both `expected_checksums[url]` and `recorded_checksums[url]` are dictionaries with keys \"checksum\" and \"num_bytes\". So we need to check whether `expected_checksums[url] != recorded_checksums[url]` (or simply `expected_checksums[url][\"checksum\"] != recorded_checksums[url][\"checksum\"... |
5,395 | Temporarily pin pydantic test dependency | Temporarily pin `pydantic` until a permanent solution is found.
Fix #5394. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5395",
"html_url": "https://github.com/huggingface/datasets/pull/5395",
"diff_url": "https://github.com/huggingface/datasets/pull/5395.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5395.patch",
"merged_at": "2022-12-29T21:00... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,394 | CI error: TypeError: dataclass_transform() got an unexpected keyword argument 'field_specifiers' | ### Describe the bug
While installing the dependencies, the CI raises a TypeError:
```
Traceback (most recent call last):
File "/opt/hostedtoolcache/Python/3.7.15/x64/lib/python3.7/runpy.py", line 183, in _run_module_as_main
mod_name, mod_spec, code = _get_module_details(mod_name, _Error)
File "/opt/hoste... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"I still getting the same error :\r\n\r\n`python -m spacy download fr_core_news_lg\r\n`.\r\n`import spacy`",
"@MFatnassi, this issue and the corresponding fix only affect our Continuous Integration testing environment.\r\n\r\nNote that `datasets` does not depend on `spacy`."
] |
5,393 | Finish deprecating the fs argument | See #5385 for some discussion on this
The `fs=` arg was depcrecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in `2.8.0` (to be removed in `3.0.0`). There are a few other places where the `fs=` arg was still used (functions/methods in `datasets.info` and `datasets.load`). This PR adds a similar beha... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5393",
"html_url": "https://github.com/huggingface/datasets/pull/5393",
"diff_url": "https://github.com/huggingface/datasets/pull/5393.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5393.patch",
"merged_at": "2023-01-18T12:35... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> Thanks for the deprecation. Some minor suggested fixes below...\r\n> \r\n> Also note that the corresponding tests should be updated as well.\r\n\r\nThanks for the suggestions/typo fixes. I updated the failing test - passing locall... |
5,392 | Fix Colab notebook link | Fix notebook link to open in Colab. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5392",
"html_url": "https://github.com/huggingface/datasets/pull/5392",
"diff_url": "https://github.com/huggingface/datasets/pull/5392.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5392.patch",
"merged_at": "2023-01-03T15:27... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,391 | Whisper Event - RuntimeError: The size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1000/1000 [2:52:21<00:00, 10.34s/it] | Done in a VM with a GPU (Ubuntu) following the [Whisper Event - PYTHON](https://github.com/huggingface/community-events/tree/main/whisper-fine-tuning-event#python-script) instructions.
Attempted using [RuntimeError: he size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hey @catswithbats! Super sorry for the late reply! This is happening because there is data with label length (504) that exceeds the model's max length (448). \r\n\r\nThere are two options here:\r\n1. Increase the model's `max_length` parameter: \r\n```python\r\nmodel.config.max_length = 512\r\n```\r\n2. Filter dat... |
5,390 | Error when pushing to the CI hub | ### Describe the bug
Note that it's a special case where the Hub URL is "https://hub-ci.huggingface.co", which does not appear if we do the same on the Hub (https://huggingface.co).
The call to `dataset.push_to_hub(` fails:
```
Pushing dataset shards to the dataset hub: 100%|██████████████████████████████████... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hmmm, git bisect tells me that the behavior is the same since https://github.com/huggingface/datasets/commit/67e65c90e9490810b89ee140da11fdd13c356c9c (3 Oct), i.e. https://github.com/huggingface/datasets/pull/4926",
"Maybe related to the discussions in https://github.com/huggingface/datasets/pull/5196",
"Maybe... |
5,389 | Fix link in `load_dataset` docstring | Fix https://github.com/huggingface/datasets/issues/5387, fix https://github.com/huggingface/datasets/issues/4566 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5389",
"html_url": "https://github.com/huggingface/datasets/pull/5389",
"diff_url": "https://github.com/huggingface/datasets/pull/5389.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5389.patch",
"merged_at": "2023-01-24T16:33... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,388 | Getting Value Error while loading a dataset.. | ### Describe the bug
I am trying to load a dataset using Hugging Face Datasets load_dataset method. I am getting the value error as show below. Can someone help with this? I am using Windows laptop and Google Colab notebook.
```
WARNING:datasets.builder:Using custom data configuration default-a1d9e8eaedd958cd
---... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! I can't reproduce this error locally (Mac) or in Colab. What version of `datasets` are you using?",
"Hi [mariosasko](https://github.com/mariosasko), the datasets version is '2.8.0'.",
"@valmetisrinivas you get that error because you imported `datasets` (and thus `fsspec`) before installing `zstandard`.\r\n... |
5,387 | Missing documentation page : improve-performance | ### Describe the bug
Trying to access https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/cache#improve-performance, the page is missing.
The link is in here : https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/loading_methods#datasets.load_dataset.keep_in_memory
### Steps to reproduce t... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Our documentation builder does not support links to sections, hence the bug. This is the link it should point to https://huggingface.co/docs/datasets/v2.8.0/en/cache#improve-performance."
] |
5,386 | `max_shard_size` in `datasets.push_to_hub()` breaks with large files | ### Describe the bug
`max_shard_size` parameter for `datasets.push_to_hub()` works unreliably with large files, generating shard files that are way past the specified limit.
In my private dataset, which contains unprocessed images of all sizes (up to `~100MB` per file), I've encountered cases where `max_shard_siz... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! \r\n\r\nThis behavior stems from the fact that we don't always embed image bytes in the underlying arrow table, which can lead to bad size estimation (we use the first 1000 table rows to [estimate](https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset.... |
5,385 | Is `fs=` deprecated in `load_from_disk()` as well? | ### Describe the bug
The `fs=` argument was deprecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in favor of automagically figuring it out via fsspec:
https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset.py#L1339-L1340
Is there a reason the... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Yes, we should deprecate the `fs` param here. Would you be interested in submitting a PR? ",
"> Hi! Yes, we should deprecate the `fs` param here. Would you be interested in submitting a PR?\r\n\r\nYeah I can do that sometime next week. Should the storage_options be a new arg here? I’ll look around for anywh... |
5,384 | Handle 0-dim tensors in `cast_to_python_objects` | Fix #5229 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5384",
"html_url": "https://github.com/huggingface/datasets/pull/5384",
"diff_url": "https://github.com/huggingface/datasets/pull/5384.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5384.patch",
"merged_at": "2023-01-13T16:00... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,383 | IterableDataset missing column_names, differs from Dataset interface | ### Describe the bug
The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like
```
dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...)
```
will not work because `.colu... | [
{
"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"
},
{
"id": 1935892877,
"node_id": "MDU6... | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Another example is that `IterableDataset.map` does not have `fn_kwargs`, among other arguments. It makes it harder to convert code from Dataset to IterableDataset.",
"Hi! `fn_kwargs` was added to `IterableDataset.map` in `datasets 2.5.0`, so please update your installation (`pip install -U datasets`) to use it.\... |
5,382 | Raise from disconnect error in xopen | this way we can know the cause of the disconnect
related to https://github.com/huggingface/datasets/issues/5374 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5382",
"html_url": "https://github.com/huggingface/datasets/pull/5382",
"diff_url": "https://github.com/huggingface/datasets/pull/5382.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5382.patch",
"merged_at": "2023-01-26T09:42... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Could you review this small PR @albertvillanova ? :)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric... |
5,381 | Wrong URL for the_pile dataset | ### Describe the bug
When trying to load `the_pile` dataset from the library, I get a `FileNotFound` error.
### Steps to reproduce the bug
Steps to reproduce:
Run:
```
from datasets import load_dataset
dataset = load_dataset("the_pile")
```
I get the output:
"name": "FileNotFoundError",
"message... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! This error can happen if there is a local file/folder with the same name as the requested dataset. And to avoid it, rename the local file/folder.\r\n\r\nSoon, it will be possible to explicitly request a Hub dataset as follows:https://github.com/huggingface/datasets/issues/5228#issuecomment-1313494020"
] |
5,380 | Improve dataset `.skip()` speed in streaming mode | ### Feature request
Add extra information to the `dataset_infos.json` file to include the number of samples/examples in each shard, for example in a new field `num_examples` alongside `num_bytes`. The `.skip()` function could use this information to ignore the download of a shard when in streaming mode, which AFAICT... | [
{
"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"
},
{
"id": 3761482852,
"node_id": "LA_k... | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! I agree `skip` can be inefficient to use in the current state.\r\n\r\nTo make it fast, we could use \"statistics\" stored in Parquet metadata and read only the chunks needed to form a dataset. \r\n\r\nAnd thanks to the \"datasets-server\" project, which aims to store the Parquet versions of the Hub datasets (o... |
5,379 | feat: depth estimation dataset guide. | This PR adds a guide for prepping datasets for depth estimation.
PR to add documentation images is up here: https://huggingface.co/datasets/huggingface/documentation-images/discussions/22 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5379",
"html_url": "https://github.com/huggingface/datasets/pull/5379",
"diff_url": "https://github.com/huggingface/datasets/pull/5379.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5379.patch",
"merged_at": "2023-01-13T12:23... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the changes, looks good to me!",
"@stevhliu I have pushed some quality improvements both in terms of code and content. Would you be able to re-review? ",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0... |
5,378 | The dataset "the_pile", subset "enron_emails" , load_dataset() failure | ### Describe the bug
When run
"datasets.load_dataset("the_pile","enron_emails")" failure
### Steps to reproduce the bug
Run below code in python cli:
>>> import datasets
>>> datasets.load_dataset(... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting @shaoyuta. We are investigating it.\r\n\r\nWe are transferring the issue to \"the_pile\" Community tab on the Hub: https://huggingface.co/datasets/the_pile/discussions/4"
] |
5,377 | Add a parallel implementation of to_tf_dataset() | Hey all! Here's a first draft of the PR to add a multiprocessing implementation for `to_tf_dataset()`. It worked in some quick testing for me, but obviously I need to do some much more rigorous testing/benchmarking, and add some proper library tests.
The core idea is that we do everything using `multiprocessing` and... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5377",
"html_url": "https://github.com/huggingface/datasets/pull/5377",
"diff_url": "https://github.com/huggingface/datasets/pull/5377.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5377.patch",
"merged_at": "2023-01-25T16:21... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Failing because the test server uses Py3.7 but the `SharedMemory` features require Py3.8! I forgot we still support 3.7 for another couple of months. I'm not sure exactly how to proceed, whether I should leave this PR until then, or ... |
5,376 | set dev version | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5376",
"html_url": "https://github.com/huggingface/datasets/pull/5376",
"diff_url": "https://github.com/huggingface/datasets/pull/5376.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5376.patch",
"merged_at": "2022-12-19T10:57... | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5376). All of your documentation changes will be reflected on that endpoint."
] |
5,375 | Release: 2.8.0 | null | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5375",
"html_url": "https://github.com/huggingface/datasets/pull/5375",
"diff_url": "https://github.com/huggingface/datasets/pull/5375.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5375.patch",
"merged_at": "2022-12-19T10:53... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,374 | Using too many threads results in: Got disconnected from remote data host. Retrying in 5sec | ### Describe the bug
`streaming_download_manager` seems to disconnect if too many runs access the same underlying dataset 🧐
The code works fine for me if I have ~100 runs in parallel, but disconnects once scaling to 200.
Possibly related:
- https://github.com/huggingface/datasets/pull/3100
- https://github.com/... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"The data files are hosted on HF at https://huggingface.co/datasets/allenai/c4/tree/main\r\n\r\nYou have 200 runs streaming the same files in parallel. So this is probably a Hub limitation. Maybe rate limiting ? cc @julien-c \r\n\r\nMaybe you can also try to reduce the number of HTTP requests by increasing the bloc... |
5,373 | Simplify skipping | Was hoping to find a way to speed up the skipping as I'm running into bottlenecks skipping 100M examples on C4 (it takes 12 hours to skip), but didn't find anything better than this small change :(
Maybe there's a way to directly skip whole shards to speed it up? 🧐 | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5373",
"html_url": "https://github.com/huggingface/datasets/pull/5373",
"diff_url": "https://github.com/huggingface/datasets/pull/5373.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5373.patch",
"merged_at": "2022-12-18T21:40... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,372 | Fix streaming pandas.read_excel | This PR fixes `xpandas_read_excel`:
- Support passing a path string, besides a file-like object
- Support passing `use_auth_token`
- First assumes the host server supports HTTP range requests; only if a ValueError is thrown (Cannot seek streaming HTTP file), then it preserves previous behavior (see [#3355](https://g... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5372",
"html_url": "https://github.com/huggingface/datasets/pull/5372",
"diff_url": "https://github.com/huggingface/datasets/pull/5372.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5372.patch",
"merged_at": "2023-01-06T11:43... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
5,371 | Add a robustness benchmark dataset for vision | ### Name
ImageNet-C
### Paper
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
### Data
https://github.com/hendrycks/robustness
### Motivation
It's a known fact that vision models are brittle when they meet with slightly corrupted and perturbed data. This is also corre... | [
{
"id": 2067376369,
"node_id": "MDU6TGFiZWwyMDY3Mzc2MzY5",
"url": "https://api.github.com/repos/huggingface/datasets/labels/dataset%20request",
"name": "dataset request",
"color": "e99695",
"default": false,
"description": "Requesting to add a new dataset"
}
] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Ccing @nazneenrajani @lvwerra @osanseviero "
] |
5,369 | Distributed support | To split your dataset across your training nodes, you can use the new [`datasets.distributed.split_dataset_by_node`]:
```python
import os
from datasets.distributed import split_dataset_by_node
ds = split_dataset_by_node(ds, rank=int(os.environ["RANK"]), world_size=int(os.environ["WORLD_SIZE"]))
```
This wor... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5369",
"html_url": "https://github.com/huggingface/datasets/pull/5369",
"diff_url": "https://github.com/huggingface/datasets/pull/5369.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5369.patch",
"merged_at": "2023-01-16T13:33... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Alright all the tests are passing - this is ready for review",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n... |
5,368 | Align remove columns behavior and input dict mutation in `map` with previous behavior | Align the `remove_columns` behavior and input dict mutation in `map` with the behavior before https://github.com/huggingface/datasets/pull/5252. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5368",
"html_url": "https://github.com/huggingface/datasets/pull/5368",
"diff_url": "https://github.com/huggingface/datasets/pull/5368.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5368.patch",
"merged_at": "2022-12-16T16:25... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,367 | Fix remove columns from lazy dict | This was introduced in https://github.com/huggingface/datasets/pull/5252 and causing the transformers CI to break: https://app.circleci.com/pipelines/github/huggingface/transformers/53886/workflows/522faf2e-a053-454c-94f8-a617fde33393/jobs/648597
Basically this code should return a dataset with only one column:
`... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5367",
"html_url": "https://github.com/huggingface/datasets/pull/5367",
"diff_url": "https://github.com/huggingface/datasets/pull/5367.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5367.patch",
"merged_at": "2022-12-15T22:24... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,366 | ExamplesIterable fixes | fix typing and ExamplesIterable.shard_data_sources | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5366",
"html_url": "https://github.com/huggingface/datasets/pull/5366",
"diff_url": "https://github.com/huggingface/datasets/pull/5366.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5366.patch",
"merged_at": "2022-12-15T14:41... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,365 | fix: image array should support other formats than uint8 | Currently images that are provided as ndarrays, but not in `uint8` format are going to loose data. Namely, for example in a depth image where the data is in float32 format, the type-casting to uint8 will basically make the whole image blank.
`PIL.Image.fromarray` [does support mode `F`](https://pillow.readthedocs.io/e... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5365",
"html_url": "https://github.com/huggingface/datasets/pull/5365",
"diff_url": "https://github.com/huggingface/datasets/pull/5365.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5365.patch",
"merged_at": "2023-01-26T18:39... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Hi, thanks for working on this! \r\n\r\nI agree that the current type-casting (always cast to `np.uint8` as Tensorflow Datasets does) is a bit too harsh. However, not all dtypes are supported in `Image.fromarray` (e.g. np.int64), so ... |
5,364 | Support for writing arrow files directly with BeamWriter | Make it possible to write Arrow files directly with `BeamWriter` rather than converting from Parquet to Arrow, which is sub-optimal, especially for big datasets for which Beam is primarily used. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5364",
"html_url": "https://github.com/huggingface/datasets/pull/5364",
"diff_url": "https://github.com/huggingface/datasets/pull/5364.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5364.patch",
"merged_at": null
} | true | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5364). All of your documentation changes will be reflected on that endpoint.",
"Deleting `BeamPipeline` and `upload_local_to_remote` would break the existing Beam scripts, so I reverted this change.\r\n\r\nFrom what I understan... |
5,363 | Dataset.from_generator() crashes on simple example | null | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
5,362 | Run 'GPT-J' failure due to download dataset fail (' ConnectionError: Couldn't reach http://eaidata.bmk.sh/data/enron_emails.jsonl.zst ' ) | ### Describe the bug
Run model "GPT-J" with dataset "the_pile" fail.
The fail out is as below:
Looks like which is due to "http://eaidata.bmk.sh/data/enron_emails.jsonl.zst" unreachable .
### Steps to ... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Thanks for reporting, @shaoyuta.\r\n\r\nWe have checked and yes, apparently there is an issue with the server hosting the data of the \"enron_emails\" subset of \"the_pile\" dataset: http://eaidata.bmk.sh/data/enron_emails.jsonl.zst\r\nIt seems to be down: The connection has timed out.\r\n\r\nPlease note that at t... |
5,361 | How concatenate `Audio` elements using batch mapping | ### Describe the bug
I am trying to do concatenate audios in a dataset e.g. `google/fleurs`.
```python
print(dataset)
# Dataset({
# features: ['path', 'audio'],
# num_rows: 24
# })
def mapper_function(batch):
# to merge every 3 audio
# np.concatnate(audios[i: i+3]) for i in range(i, len(batc... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"You can try something like this ?\r\n```python\r\ndef mapper_function(batch):\r\n return {\"concatenated_audio\": [np.concatenate([audio[\"array\"] for audio in batch[\"audio\"]])]}\r\n\r\ndataset = dataset.map(\r\n mapper_function,\r\n batched=True,\r\n batch_size=3,\r\n remove_columns=list(dataset.... |
5,360 | IterableDataset returns duplicated data using PyTorch DDP | As mentioned in https://github.com/huggingface/datasets/issues/3423, when using PyTorch DDP the dataset ends up with duplicated data. We already check for the PyTorch `worker_info` for single node, but we should also check for `torch.distributed.get_world_size()` and `torch.distributed.get_rank()` | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"If you use huggingface trainer, you will find the trainer has wrapped a `IterableDatasetShard` to avoid duplication.\r\nSee:\r\nhttps://github.com/huggingface/transformers/blob/dfd818420dcbad68e05a502495cf666d338b2bfb/src/transformers/trainer.py#L835\r\n",
"If you want to support it by datasets natively, maybe w... |
5,359 | Raise error if ClassLabel names is not python list | Checks type of names provided to ClassLabel to avoid easy and hard to debug errors (closes #5332 - see for discussion) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5359",
"html_url": "https://github.com/huggingface/datasets/pull/5359",
"diff_url": "https://github.com/huggingface/datasets/pull/5359.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5359.patch",
"merged_at": "2022-12-22T16:32... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for your proposed fix, @freddyheppell.\r\n\r\nCurrently the CI fails because in a test we pass a `tuple` instead of a `list`. I would say we should accept `tuple` as a valid input type as well...\r\n\r\nWhat about checking for... |
5,358 | Fix `fs.open` resource leaks | Invoking `{load,save}_from_dict` results in resource leak warnings, this should fix.
Introduces no significant logic changes. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5358",
"html_url": "https://github.com/huggingface/datasets/pull/5358",
"diff_url": "https://github.com/huggingface/datasets/pull/5358.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5358.patch",
"merged_at": "2023-01-05T15:59... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"@mariosasko Sorry, I didn't check tests/style after doing a merge from the Git UI last week. Thx for fixing. \r\n\r\nFYI I'm getting \"Only those with [write access](https://docs.github.com/articles/what-are-the-different-access-perm... |
5,357 | Support torch dataloader without torch formatting | In https://github.com/huggingface/datasets/pull/5084 we make the torch formatting consistent with the map-style datasets formatting: a torch formatted iterable dataset will yield torch tensors.
The previous behavior of the torch formatting for iterable dataset was simply to make the iterable dataset inherit from `to... | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5357",
"html_url": "https://github.com/huggingface/datasets/pull/5357",
"diff_url": "https://github.com/huggingface/datasets/pull/5357.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5357.patch",
"merged_at": "2022-12-15T19:15... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Need some more time to fix the tests, especially with pickle",
"> And I actually don't quite understand the idea - what's the motivation behind making only IterableDataset compatible with torch DataLoader without setting the format... |
5,356 | Clean filesystem and logging docstrings | This PR cleans the `Filesystems` and `Logging` docstrings. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5356",
"html_url": "https://github.com/huggingface/datasets/pull/5356",
"diff_url": "https://github.com/huggingface/datasets/pull/5356.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5356.patch",
"merged_at": "2022-12-14T17:22... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,355 | Clean up Table class docstrings | This PR cleans up the `Table` class docstrings :) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5355",
"html_url": "https://github.com/huggingface/datasets/pull/5355",
"diff_url": "https://github.com/huggingface/datasets/pull/5355.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5355.patch",
"merged_at": "2022-12-13T18:14... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,354 | Consider using "Sequence" instead of "List" | ### Feature request
Hi, please consider using `Sequence` type annotation instead of `List` in function arguments such as in [`Dataset.from_parquet()`](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L1088). It leads to type checking errors, see below.
**How to reproduce**
```py
... | [
{
"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"
},
{
"id": 1935892877,
"node_id": "MDU6... | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! Linking a comment to provide more info on the issue: https://stackoverflow.com/a/39458225. This means we should replace all (most of) the occurrences of `List` with `Sequence` in function signatures.\r\n\r\n@tranhd95 Would you be interested in submitting a PR?",
"Hi all! I tried to reproduce this issue and d... |
5,353 | Support remote file systems for `Audio` | ### Feature request
Hi there!
It would be super cool if `Audio()`, and potentially other features, could read files from a remote file system.
### Motivation
Large amounts of data is often stored in buckets. `load_from_disk` is able to retrieve data from cloud storage but to my knowledge actually copies the datas... | [
{
"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 | [
"Just seen https://github.com/huggingface/datasets/issues/5281"
] |
5,352 | __init__() got an unexpected keyword argument 'input_size' | ### Describe the bug
I try to define a custom configuration with a input_size attribute following the instructions by "Specifying several dataset configurations" in https://huggingface.co/docs/datasets/v1.2.1/add_dataset.html
But when I load the dataset, I got an error "__init__() got an unexpected keyword argument... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi @J-shel, thanks for reporting.\r\n\r\nI think the issue comes from your call to `load_dataset`. As first argument, you should pass:\r\n- either the name of your dataset (\"mrf\") if this is already published on the Hub\r\n- or the path to the loading script of your dataset (\"path/to/your/local/mrf.py\").",
"... |
5,351 | Do we need to implement `_prepare_split`? | ### Describe the bug
I'm not sure this is a bug or if it's just missing in the documentation, or i'm not doing something correctly, but I'm subclassing `DatasetBuilder` and getting the following error because on the `DatasetBuilder` class the `_prepare_split` method is abstract (as are the others we are required to im... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"Hi! `DatasetBuilder` is a parent class for concrete builders: `GeneratorBasedBuilder`, `ArrowBasedBuilder` and `BeamBasedBuilder`. When writing a builder script, these classes are the ones you should inherit from. And since all of them implement `_prepare_split`, you only have to implement the three methods mentio... |
5,350 | Clean up Loading methods docstrings | Clean up for the docstrings in Loading methods! | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5350",
"html_url": "https://github.com/huggingface/datasets/pull/5350",
"diff_url": "https://github.com/huggingface/datasets/pull/5350.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5350.patch",
"merged_at": "2022-12-12T17:24... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,349 | Clean up remaining Main Classes docstrings | This PR cleans up the remaining docstrings in Main Classes (`IterableDataset`, `IterableDatasetDict`, and `Features`). | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5349",
"html_url": "https://github.com/huggingface/datasets/pull/5349",
"diff_url": "https://github.com/huggingface/datasets/pull/5349.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5349.patch",
"merged_at": "2022-12-12T17:24... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,348 | The data downloaded in the download folder of the cache does not respect `umask` | ### Describe the bug
For a project on a cluster we are several users to share the same cache for the datasets library. And we have a problem with the permissions on the data downloaded in the cache.
Indeed, it seems that the data is downloaded by giving read and write permissions only to the user launching the com... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"note, that `datasets` already did some of that umask fixing in the past and also at the hub - the recent work on the hub about the same: https://github.com/huggingface/huggingface_hub/pull/1220\r\n\r\nAlso I noticed that each file has a .json counterpart and the latter always has the correct perms:\r\n\r\n```\r\n-... |
5,347 | Force soundfile to return float32 instead of the default float64 | (Fixes issue #5345) | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5347",
"html_url": "https://github.com/huggingface/datasets/pull/5347",
"diff_url": "https://github.com/huggingface/datasets/pull/5347.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5347.patch",
"merged_at": null
} | true | [
"cc @polinaeterna",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5347). All of your documentation changes will be reflected on that endpoint.",
"Cool ! Feel free to add a comment in the code to explain that and we can merge :)",
"I'm not sure if this is a good change ... |
5,346 | [Quick poll] Give your opinion on the future of the Hugging Face Open Source ecosystem! | Thanks to all of you, Datasets is just about to pass 15k stars!
Since the last survey, a lot has happened: the [diffusers](https://github.com/huggingface/diffusers), [evaluate](https://github.com/huggingface/evaluate) and [skops](https://github.com/skops-dev/skops) libraries were born. `timm` joined the Hugging Face... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"As the survey is finished, can we close this issue, @LysandreJik ?",
"Yes! I'll post a public summary on the forums shortly.",
"Is the summary available? I would be interested in reading your findings."
] |
5,345 | Wrong dtype for array in audio features | ### Describe the bug
When concatenating/interleaving different datasets, I stumble into an error because the features can't be aligned. After some investigation, I understood that the audio arrays had different dtypes, namely `float32` and `float64`. Consequently, the datasets cannot be merged.
### Steps to repro... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [
"After some more investigation, this is due to [this line of code](https://github.com/huggingface/datasets/blob/main/src/datasets/features/audio.py#L279). The function `sf.read(file)` should be updated to `sf.read(file, dtype=\"float32\")`\r\n\r\nIndeed, the default value in soundfile is `float64` ([see here](https... |
5,344 | Clean up Dataset and DatasetDict | This PR cleans up the docstrings for the other half of the methods in `Dataset` and finishes `DatasetDict`. | [] | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5344",
"html_url": "https://github.com/huggingface/datasets/pull/5344",
"diff_url": "https://github.com/huggingface/datasets/pull/5344.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5344.patch",
"merged_at": "2022-12-13T00:53... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
5,343 | T5 for Q&A produces truncated sentence | Dear all, I am fine-tuning T5 for Q&A task using the MedQuAD ([GitHub - abachaa/MedQuAD: Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites](https://github.com/abachaa/MedQuAD)) dataset. In the dataset, there are many long answers with thousands of words. I have used pytorch_lightning to... | [] | {
"url": null,
"html_url": null,
"diff_url": null,
"patch_url": null,
"merged_at": null
} | false | [] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.