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https://api.github.com/repos/huggingface/datasets/issues/6319/comments | https://api.github.com/repos/huggingface/datasets/issues/6319/timeline | null | null | null | I_kwDODunzps50WrVV | open | [] | null | 6,319 | {
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"gists_url": "https:/... | Datasets.map is severely broken | https://api.github.com/repos/huggingface/datasets/issues/6319/events | null | https://api.github.com/repos/huggingface/datasets/issues/6319/labels{/name} | 2023-10-19T12:19:33Z | null | false | null | null | 1,952,101,717 | [] | https://api.github.com/repos/huggingface/datasets/issues/6319 | [
"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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-11-30T03:27:26Z | https://github.com/huggingface/datasets/issues/6319 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2023-10-19T16:27:20Z | https://github.com/huggingface/datasets/pull/6318 | {
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https://api.github.com/repos/huggingface/datasets/issues/6317/comments | https://api.github.com/repos/huggingface/datasets/issues/6317/timeline | 2023-10-19T13:04:56Z | null | completed | I_kwDODunzps50WKHk | closed | [
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"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."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-19T13:04:56Z | https://github.com/huggingface/datasets/issues/6317 | {
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https://api.github.com/repos/huggingface/datasets/issues/6316/comments | https://api.github.com/repos/huggingface/datasets/issues/6316/timeline | 2023-10-20T06:14:09Z | null | null | PR_kwDODunzps5dQGpg | closed | [] | false | 6,316 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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... | 2023-10-20T06:23:21Z | https://github.com/huggingface/datasets/pull/6316 | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/other_user}",... | Hub datasets with CSV metadata raise ArrowInvalid: JSON parse error: Invalid value. in row 0 | https://api.github.com/repos/huggingface/datasets/issues/6315/events | null | https://api.github.com/repos/huggingface/datasets/issues/6315/labels{/name} | 2023-10-19T10:11:29Z | null | false | {
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```
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 | 2023-10-20T06:14:10Z | https://github.com/huggingface/datasets/issues/6315 | {
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https://api.github.com/repos/huggingface/datasets/issues/6314/comments | https://api.github.com/repos/huggingface/datasets/issues/6314/timeline | 2023-10-19T09:19:48Z | null | null | PR_kwDODunzps5dPo25 | closed | [] | false | 6,314 | {
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https://api.github.com/repos/huggingface/datasets/issues/6313/comments | https://api.github.com/repos/huggingface/datasets/issues/6313/timeline | 2023-10-20T13:57:39Z | null | null | PR_kwDODunzps5dPGmL | closed | [] | false | 6,313 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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... | 2023-10-20T14:06:13Z | https://github.com/huggingface/datasets/pull/6313 | {
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https://api.github.com/repos/huggingface/datasets/issues/6312/comments | https://api.github.com/repos/huggingface/datasets/issues/6312/timeline | 2023-10-19T16:23:07Z | null | null | PR_kwDODunzps5dKWDF | closed | [] | false | 6,312 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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... | 2023-10-19T16:31:59Z | https://github.com/huggingface/datasets/pull/6312 | {
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https://api.github.com/repos/huggingface/datasets/issues/6311/comments | https://api.github.com/repos/huggingface/datasets/issues/6311/timeline | 2024-02-06T19:24:20Z | null | completed | I_kwDODunzps50MAih | closed | [] | null | 6,311 | {
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"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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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"] =... | 2024-02-06T19:24:20Z | https://github.com/huggingface/datasets/issues/6311 | {
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"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... | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2023-11-27T21:11:14Z | https://github.com/huggingface/datasets/pull/6310 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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... | 2023-10-18T14:01:52Z | https://github.com/huggingface/datasets/pull/6309 | {
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"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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-25T17:09:22Z | https://github.com/huggingface/datasets/issues/6308 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2023-10-17T12:59:26Z | https://github.com/huggingface/datasets/pull/6307 | {
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https://api.github.com/repos/huggingface/datasets/issues/6306/comments | https://api.github.com/repos/huggingface/datasets/issues/6306/timeline | 2023-10-18T14:03:42Z | null | completed | I_kwDODunzps50AyY8 | closed | [] | null | 6,306 | {
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"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 \"... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-11-02T07:24:51Z | https://github.com/huggingface/datasets/issues/6306 | {
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https://api.github.com/repos/huggingface/datasets/issues/6305/comments | https://api.github.com/repos/huggingface/datasets/issues/6305/timeline | 2023-10-18T13:50:36Z | null | completed | I_kwDODunzps5z_cUg | closed | [
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"... | Cannot load dataset with `2.14.5`: `FileNotFound` error | https://api.github.com/repos/huggingface/datasets/issues/6305/events | null | https://api.github.com/repos/huggingface/datasets/issues/6305/labels{/name} | 2023-10-16T20:11:27Z | null | false | {
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"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 "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-18T13:50:36Z | https://github.com/huggingface/datasets/issues/6305 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixed typos in ReadMe and added punctuation marks
Tensorflow --> TensorFlow
| 2023-10-17T15:13:37Z | https://github.com/huggingface/datasets/pull/6304 | {
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"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 ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-10-16T16:33:21Z | https://github.com/huggingface/datasets/issues/6303 | {
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https://api.github.com/repos/huggingface/datasets/issues/6302/comments | https://api.github.com/repos/huggingface/datasets/issues/6302/timeline | 2023-10-17T06:52:11Z | null | completed | I_kwDODunzps5zwgjO | closed | [] | null | 6,302 | {
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"gists_url":... | ArrowWriter/ParquetWriter `write` method does not increase `_num_bytes` and hence datasets not sharding at `max_shard_size` | https://api.github.com/repos/huggingface/datasets/issues/6302/events | null | https://api.github.com/repos/huggingface/datasets/issues/6302/labels{/name} | 2023-10-13T14:43:36Z | null | false | null | null | 1,942,096,078 | [] | https://api.github.com/repos/huggingface/datasets/issues/6302 | [
"`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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-17T06:52:12Z | https://github.com/huggingface/datasets/issues/6302 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Removes the temporary pin introduced in #6264 | 2023-10-12T15:58:20Z | https://github.com/huggingface/datasets/pull/6301 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | fix #6299
fix #6202 | 2023-10-12T16:37:55Z | https://github.com/huggingface/datasets/pull/6300 | {
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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... | 2023-10-12T16:28:59Z | https://github.com/huggingface/datasets/issues/6299 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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 | 2023-10-12T12:47:15Z | https://github.com/huggingface/datasets/pull/6298 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I didn't notice the path while reviewing the PR yesterday :( | 2023-10-17T13:25:33Z | https://github.com/huggingface/datasets/pull/6296 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2023-10-11T16:30:24Z | https://github.com/huggingface/datasets/pull/6295 | {
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"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?"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-17T11:24:06Z | https://github.com/huggingface/datasets/issues/6294 | {
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```
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=... | 2023-10-11T16:21:38Z | https://github.com/huggingface/datasets/issues/6293 | {
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"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`."
] | https://api.github.com/repos/huggingface/datasets | NONE | _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? | 2023-10-11T13:19:11Z | https://github.com/huggingface/datasets/issues/6292 | {
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"Thanks for reporting! I've opened a PR with a fix"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
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... | 2023-10-13T13:45:31Z | https://github.com/huggingface/datasets/issues/6291 | {
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"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. "
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-10-13T16:05:26Z | https://github.com/huggingface/datasets/issues/6290 | {
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"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... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2023-10-20T18:23:05Z | https://github.com/huggingface/datasets/issues/6288 | {
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"gists... | map() not recognizing "text" | https://api.github.com/repos/huggingface/datasets/issues/6287/events | null | https://api.github.com/repos/huggingface/datasets/issues/6287/labels{/name} | 2023-10-09T10:27:30Z | null | false | null | null | 1,932,758,192 | [] | https://api.github.com/repos/huggingface/datasets/issues/6287 | [
"There is no \"text\" column in the `amazon_reviews_multi`, hence the `KeyError`. You can get the column names by running `dataset.column_names`."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-11T20:28:45Z | https://github.com/huggingface/datasets/issues/6287 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2023-10-10T07:13:22Z | https://github.com/huggingface/datasets/pull/6286 | {
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"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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-10T13:17:33Z | https://github.com/huggingface/datasets/issues/6285 | {
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"This dataset is already available on the Hub: https://huggingface.co/datasets/facebook/belebele.\r\n"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-06T13:26:51Z | https://github.com/huggingface/datasets/issues/6284 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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>=... | 2024-02-06T19:30:25Z | https://github.com/huggingface/datasets/pull/6283 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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
| 2024-03-01T16:33:20Z | https://github.com/huggingface/datasets/pull/6282 | {
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"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... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Improve documentation to clarify sharding behavior (#6270) | 2023-10-05T19:09:07Z | https://github.com/huggingface/datasets/pull/6281 | {
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"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... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2024-02-06T19:24:20Z | https://github.com/huggingface/datasets/issues/6280 | {
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"This is exactly what I was looking for. It would also be very useful for me :-)"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-05T11:50:28Z | https://github.com/huggingface/datasets/issues/6279 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | I added a new DataFilesSet class to disallow duplicate data files.
I also deprecated DataFilesList.
EDIT: actually I might just add drop_duplicates=True to `.from_patterns`
close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
TODO:
- [ ] tests
... | 2024-01-11T06:32:49Z | https://github.com/huggingface/datasets/pull/6278 | {
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... | FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub either. | https://api.github.com/repos/huggingface/datasets/issues/6277/events | null | https://api.github.com/repos/huggingface/datasets/issues/6277/labels{/name} | 2023-10-04T22:01:25Z | null | false | null | null | 1,927,044,546 | [] | https://api.github.com/repos/huggingface/datasets/issues/6277 | [
"`evaluate.load(\"paws-x\", \"es\")` throws the error because there is no such metric in the `evaluate` lib.\r\n\r\nSo, this is unrelated to our lib."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm encountering a "FileNotFoundError" while attempting to use the "paws-x" dataset to retrain the DistilRoBERTa-base model. The error message is as follows:
FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub eit... | 2023-10-08T17:05:46Z | https://github.com/huggingface/datasets/issues/6277 | {
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"gist... | I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error | https://api.github.com/repos/huggingface/datasets/issues/6276/events | null | https://api.github.com/repos/huggingface/datasets/issues/6276/labels{/name} | 2023-10-04T11:03:41Z | null | false | null | null | 1,925,961,878 | [] | https://api.github.com/repos/huggingface/datasets/issues/6276 | [
"Since you are using Windows, maybe moving the `map` call inside `if __name__ == \"__main__\"` can fix the issue:\r\n```python\r\nif __name__ == \"__main__\":\r\n common_voice = common_voice.map(prepare_dataset, remove_columns=common_voice.column_names[\"train\"], num_proc=4)\r\n```\r\n\r\nOtherwise, the only s... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error, i'm following the steps in this blog post
https://huggingface.co/blog/fine-tune-whisper
I tried google collab and it works but because I'm on the free version the training ... | 2023-11-27T10:39:16Z | https://github.com/huggingface/datasets/issues/6276 | {
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"gists_url"... | Would like to Contribute a dataset | https://api.github.com/repos/huggingface/datasets/issues/6275/events | null | https://api.github.com/repos/huggingface/datasets/issues/6275/labels{/name} | 2023-10-02T07:00:21Z | null | false | null | null | 1,921,354,680 | [] | https://api.github.com/repos/huggingface/datasets/issues/6275 | [
"Hi! The process of contributing a dataset is explained here: https://huggingface.co/docs/datasets/upload_dataset. Also, check https://huggingface.co/docs/datasets/image_dataset for a more detailed explanation of how to share an image dataset."
] | https://api.github.com/repos/huggingface/datasets | NONE | I have a dataset of 2500 images that can be used for color-blind machine-learning algorithms. Since , there was no dataset available online , I made this dataset myself and would like to contribute this now to community | 2023-10-10T16:27:54Z | https://github.com/huggingface/datasets/issues/6275 | {
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https://api.github.com/repos/huggingface/datasets/issues/6274/comments | https://api.github.com/repos/huggingface/datasets/issues/6274/timeline | 2023-10-02T20:09:38Z | null | completed | I_kwDODunzps5ygLAo | closed | [] | null | 6,274 | {
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"Please tell me if the above info is not enough for solving the problem. I will then make my dataset public temporarily so that you can really reproduce the bug. "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When there is only one config and only the dataset name is entered when using datasets.load_dataset(), it works fine. But if I create a second builder_config for my dataset and enter the config name when using datasets.load_dataset(), the following error will happen.
FileNotFoundError: [Errno 2... | 2023-10-02T20:09:38Z | https://github.com/huggingface/datasets/issues/6274 | {
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"... | Broken Link to PubMed Abstracts dataset . | https://api.github.com/repos/huggingface/datasets/issues/6273/events | null | https://api.github.com/repos/huggingface/datasets/issues/6273/labels{/name} | 2023-10-01T19:08:48Z | null | false | null | null | 1,920,922,260 | [] | https://api.github.com/repos/huggingface/datasets/issues/6273 | [
"This has already been reported in the HF Course repo (https://github.com/huggingface/course/issues/623).",
"@lhoestq @albertvillanova @lewtun I don't think we are allowed to host these data files on the Hub (due to DMCA), which means the only option is to use a different dataset in the course (and to re-record t... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The link provided for the dataset is broken,
data_files =
[https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst](url)
The
### Steps to reproduce the bug
Steps to reproduce:
1) Head over to [https://huggingface.co/learn/nlp-course/chapt... | 2024-01-09T05:48:01Z | https://github.com/huggingface/datasets/issues/6273 | {
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"Also reported in https://github.com/huggingface/datasets/issues/6259",
"I think it's best to drop duplicates with a `set` (as a temporary fix) and improve the patterns when/if https://github.com/fsspec/filesystem_spec/pull/1382 gets merged. @lhoestq Do you have some other ideas?",
"Alternatively we could just... | https://api.github.com/repos/huggingface/datasets | MEMBER | e.g. with `u23429/stock_1_minute_ticker`
```ipython
In [1]: from datasets import *
In [2]: b = load_dataset_builder("u23429/stock_1_minute_ticker")
Downloading readme: 100%|██████████████████████████| 627/627 [00:00<00:00, 246kB/s]
In [3]: b.config.data_files
Out[3]:
{NamedSplit('train'): ['hf://datasets/... | 2023-10-05T10:32:27Z | https://github.com/huggingface/datasets/issues/6272 | {
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https://api.github.com/repos/huggingface/datasets/issues/6271/comments | https://api.github.com/repos/huggingface/datasets/issues/6271/timeline | 2023-10-16T13:30:50Z | null | completed | I_kwDODunzps5yd0nH | closed | [] | null | 6,271 | {
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"gists_url": "... | Overwriting Split overwrites data but not metadata, corrupting dataset | https://api.github.com/repos/huggingface/datasets/issues/6271/events | null | https://api.github.com/repos/huggingface/datasets/issues/6271/labels{/name} | 2023-09-30T22:37:31Z | null | false | null | null | 1,920,420,295 | [] | https://api.github.com/repos/huggingface/datasets/issues/6271 | [] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I want to be able to overwrite/update/delete splits in my dataset. Currently the only way to do is to manually go into the dataset and delete the split. If I try to overwrite programmatically I end up in an error state and (somewhat) corrupting the dataset. Read below.
**Current Behavior**
Whe... | 2023-10-16T13:30:50Z | https://github.com/huggingface/datasets/issues/6271 | {
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"`gen_kwargs` should be a `dict`, as stated in the docstring, but you are passing a `list`.\r\n\r\nSo, to fix the error, replace the list of dicts with a dict of lists (and slightly modify the generator function):\r\n```python\r\nfrom pathlib import Path\r\nimport datasets\r\n\r\ndef process_yaml(files):\r\n for... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
According to the docs of Datasets.from_generator:
```
gen_kwargs(`dict`, *optional*):
Keyword arguments to be passed to the `generator` callable.
You can define a sharded dataset by passing the list of shards in `gen_kwargs`.
```
So I'd expect that if gen_kwar... | 2023-10-11T20:29:12Z | https://github.com/huggingface/datasets/issues/6270 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Reduces the number of commits in `push_to_hub` by using the `preupload` API from https://github.com/huggingface/huggingface_hub/pull/1699. Each commit contains a maximum of 50 uploaded files.
A shard's fingerprint no longer needs to be added as a suffix to support resuming an upload, meaning the shards' naming schem... | 2023-10-16T16:03:18Z | https://github.com/huggingface/datasets/pull/6269 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6268). All of your documentation changes will be reflected on that endpoint.",
"In https://github.com/huggingface/datasets/issues/4129 we want to track the origin of a dataset, e.g. if it comes from multiple datasets.\r\n\r\nI ... | https://api.github.com/repos/huggingface/datasets | MEMBER | ```python
from datasets import load_dataset
ds = load_dataset("lhoestq/demo1", split="train")
ds = ds.map(lambda x: {}, num_proc=2).filter(lambda x: True).remove_columns(["id"])
print(ds.repo_id)
# lhoestq/demo1
```
- repo_id is None when the dataset doesn't come from the Hub, e.g. from Dataset.from_dict
- ... | 2023-10-01T15:29:45Z | https://github.com/huggingface/datasets/pull/6268 | {
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"You can use a `Sequence(ClassLabel(...))` feature type to represent a list of labels, and `cast_column`/`cast` to perform the \"string to label\" conversion (`class_encode_column` does support nested fields), e.g., in your case:\r\n```python\r\nfrom datasets import Dataset, Sequence, ClassLabel\r\ndata = {\r\n ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I have a multi label dataset and I'd like to be able to class encode the column and store the mapping directly in the features just as I can with a single label column. `class_encode_column` currently does not support multi labels.
Here's an example of what I'd like to encode:
```
data = {
... | 2023-10-26T18:46:08Z | https://github.com/huggingface/datasets/issues/6267 | {
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"gists_url":... | Use LibYAML with PyYAML if available | https://api.github.com/repos/huggingface/datasets/issues/6266/events | null | https://api.github.com/repos/huggingface/datasets/issues/6266/labels{/name} | 2023-09-27T21:13:36Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6266). All of your documentation changes will be reflected on that endpoint.",
"On Ubuntu, if `libyaml-dev` is installed, you can install PyYAML 6.0.1 with LibYAML with the following command (as it's automatically detected):\r\... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | PyYAML, the YAML framework used in this library, allows the use of LibYAML to accelerate the methods `load` and `dump`. To use it, a user would need to first install a PyYAML version that uses LibYAML (not available in PyPI; needs to be manually installed). Then, to actually use them, PyYAML suggests importing the LibY... | 2023-09-28T14:29:24Z | https://github.com/huggingface/datasets/pull/6266 | {
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"gists_url"... | Remove `apache_beam` import in `BeamBasedBuilder._save_info` | https://api.github.com/repos/huggingface/datasets/issues/6265/events | null | https://api.github.com/repos/huggingface/datasets/issues/6265/labels{/name} | 2023-09-27T13:56:34Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ... to avoid an `ImportError` raised in `BeamBasedBuilder._save_info` when `apache_beam` is not installed (e.g., when downloading the processed version of a dataset from the HF GCS)
Fix https://github.com/huggingface/datasets/issues/6260 | 2023-09-28T18:34:02Z | https://github.com/huggingface/datasets/pull/6265 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Temporarily pin tensorflow < 2.14.0 until permanent solution is found.
Hot fix #6263. | 2023-09-27T08:45:24Z | https://github.com/huggingface/datasets/pull/6264 | {
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See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262
```
FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - ImportError: cannot import name 'context' from 'tensorflow.python' (/opt/hostedtoolcache/Python/3.10.13/x64/li... | 2023-09-27T08:36:40Z | https://github.com/huggingface/datasets/issues/6263 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently our CI usually raises 404 errors when trying to delete temporary repositories. See, e.g.: https://github.com/huggingface/datasets/actions/runs/6314980985/job/17146507884
```
FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_multiple_files_with_max_shard_size - huggingface_hub.u... | 2023-09-28T15:39:16Z | https://github.com/huggingface/datasets/pull/6262 | {
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"g... | Can't load a dataset | https://api.github.com/repos/huggingface/datasets/issues/6261/events | null | https://api.github.com/repos/huggingface/datasets/issues/6261/labels{/name} | 2023-09-26T15:46:25Z | null | false | null | null | 1,913,813,178 | [] | https://api.github.com/repos/huggingface/datasets/issues/6261 | [
"I believe is due to the fact that doesn't work with .tgz files.",
"`JourneyDB/JourneyDB` is a gated dataset, so this error means you are not authenticated to access it, either by using an invalid token or by not agreeing to the terms in the dialog on the dataset page.\r\n\r\n> I believe is due to the fact that d... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Can't seem to load the JourneyDB dataset.
It throws the following error:
```
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
Cell In[15], line 2
1 # If the dataset is gated/priv... | 2023-10-05T10:23:23Z | https://github.com/huggingface/datasets/issues/6261 | {
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"Hi! Unfortunately, the current behavior is to delete the downloaded data when this error happens. So, I've opened a PR that removes the problematic import to avoid losing data due to `apache_beam` not being installed (we host the preprocessed version of `natual_questions` on the HF GCS, so requiring `apache_beam` ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I use the following code to download natural_question dataset. Even though I have completely download it, the next time I run this code, the new download procedure will start and cover the original /data/lxy/NQ
config=datasets.DownloadConfig(resume_download=True,max_retries=100,cache_dir=r'/da... | 2023-09-28T18:23:36Z | https://github.com/huggingface/datasets/issues/6260 | {
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"Thanks for reporting this issue! We should be able to avoid this by making our `glob` patterns more precise. In the meantime, you can load the dataset by directly assigning splits to the data files: \r\n```python\r\nfrom datasets import load_dataset\r\nds = load_dataset(\"parquet\", data_files={\"train\": \"testin... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When parquet files are saved in "train" and "val" subdirectories under a root directory, and datasets are then loaded using `load_dataset("parquet", data_dir="root_directory")`, the resulting dataset has duplicated rows for both the training and validation sets.
### Steps to reproduce the bug... | 2023-09-26T17:54:08Z | https://github.com/huggingface/datasets/issues/6259 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
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https://api.github.com/repos/huggingface/datasets/issues/6257/comments | https://api.github.com/repos/huggingface/datasets/issues/6257/timeline | 2023-10-16T13:30:48Z | null | completed | I_kwDODunzps5x45g0 | closed | [] | null | 6,257 | {
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"how is your dataset structured? (file types, how many commits and files are you trying to push, etc)",
"I succeeded in uploading it after several attempts with an hour gap between each attempt (inconvenient but worked). The final dataset is [here](https://huggingface.co/datasets/yuvalkirstain/pickapic_v2), code ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I try to upload a very large dataset of images, and get the following error:
```
File /fsx-multigen/yuvalkirstain/miniconda/envs/pickapic/lib/python3.10/site-packages/huggingface_hub/hf_api.py:2712, in HfApi.create_commit(self, repo_id, operations, commit_message, commit_description, token, repo... | 2023-10-16T13:30:49Z | https://github.com/huggingface/datasets/issues/6257 | {
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"gists_url": "https://... | load_dataset() function's cache_dir does not seems to work | https://api.github.com/repos/huggingface/datasets/issues/6256/events | null | https://api.github.com/repos/huggingface/datasets/issues/6256/labels{/name} | 2023-09-24T15:34:06Z | null | false | null | null | 1,910,275,199 | [] | https://api.github.com/repos/huggingface/datasets/issues/6256 | [
"Can you share the error message?\r\n\r\nAlso, it would help if you could check whether `huggingface_hub`'s download behaves the same:\r\n```python\r\nfrom huggingface_hub import snapshot_download\r\nsnapshot_download(\"trec\", repo_type=\"dataset\", cache_dir='/path/to/my/dir)\r\n```\r\n\r\nIn the next major relea... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 2023-09-27T13:40:45Z | https://github.com/huggingface/datasets/issues/6256 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | For datasets with lots of configs defined in YAML
E.g. `load_dataset("uonlp/CulturaX", "fr", revision="refs/pr/6")` from >1min to 15sec | 2024-01-11T06:32:34Z | https://github.com/huggingface/datasets/pull/6255 | {
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https://api.github.com/repos/huggingface/datasets/issues/6254/comments | https://api.github.com/repos/huggingface/datasets/issues/6254/timeline | 2023-10-03T14:42:53Z | null | completed | I_kwDODunzps5x00io | closed | [] | null | 6,254 | {
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... | Dataset.from_generator() cost much more time in vscode debugging mode then running mode | https://api.github.com/repos/huggingface/datasets/issues/6254/events | null | https://api.github.com/repos/huggingface/datasets/issues/6254/labels{/name} | 2023-09-23T02:07:26Z | null | false | null | null | 1,909,672,104 | [] | https://api.github.com/repos/huggingface/datasets/issues/6254 | [
"Answered on the forum: https://discuss.huggingface.co/t/dataset-from-generator-cost-much-more-time-in-vscode-debugging-mode-then-running-mode/56005/2"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hey there,
I’m using Dataset.from_generator() to convert a torch_dataset to the Huggingface Dataset.
However, when I debug my code on vscode, I find that it runs really slow on Dataset.from_generator() which may even 20 times longer then run the script on terminal.
### Steps to reproduce the bu... | 2023-10-03T14:42:53Z | https://github.com/huggingface/datasets/issues/6254 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix https://github.com/huggingface/datasets-server/issues/1812
this was causing this issue:
```ipython
In [1]: from datasets import *
In [2]: inspect.get_dataset_config_names("aakanksha/udpos")
Out[2]: ['default']
In [3]: load_dataset_builder("aakanksha/udpos").config.name
Out[3]: 'en'
``` | 2023-09-21T14:16:44Z | https://github.com/huggingface/datasets/pull/6253 | {
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https://api.github.com/repos/huggingface/datasets/issues/6252/comments | https://api.github.com/repos/huggingface/datasets/issues/6252/timeline | null | null | null | I_kwDODunzps5xoPrS | open | [] | null | 6,252 | {
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"Indeed, it makes sense to do this by default. \r\n\r\nIn the meantime, you can use `.with_transform` to transpose the images when accessing them:\r\n\r\n```python\r\nimport PIL.ImageOps\r\n\r\ndef exif_transpose_transform(batch):\r\n batch[\"image\"] = [PIL.ImageOps.exif_transpose(image) for image in batch[\"imag... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I noticed that some of my images loaded using PIL have some metadata related to exif that can rotate them when loading.
Since the dataset.features.Image uses PIL for loading, the loaded image may be rotated (width and height will be inverted) thus for tasks as object detection and layoutLM this ca... | 2023-09-22T14:07:52Z | https://github.com/huggingface/datasets/issues/6252 | {
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https://api.github.com/repos/huggingface/datasets/issues/6251/comments | https://api.github.com/repos/huggingface/datasets/issues/6251/timeline | 2023-09-27T06:26:24Z | null | null | PR_kwDODunzps5awQsy | closed | [] | false | 6,251 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"This function reads an entire Arrow table in one go, which is not ideal memory-wise, so I don't think we should encourage using this function, considering we want to keep RAM usage as low as possible in the streaming mode. \r\n\r\n(N... | https://api.github.com/repos/huggingface/datasets | MEMBER | Support streaming datasets with `pyarrow.parquet.read_table`.
See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2
CC: @AndreaFrancis | 2023-09-27T06:37:03Z | https://github.com/huggingface/datasets/pull/6251 | {
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https://api.github.com/repos/huggingface/datasets/issues/6247/comments | https://api.github.com/repos/huggingface/datasets/issues/6247/timeline | 2023-09-19T18:40:10Z | null | null | PR_kwDODunzps5amAQ1 | closed | [] | false | 6,247 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | modified , as AudioFolder and ImageFolder not in Dataset Library.
``` from datasets import AudioFolder ``` and ```from datasets import ImageFolder``` to ```from datasets import load_dataset```
```
cannot import name 'AudioFolder' from 'datasets' (/home/eswardivi/miniconda3/envs/Hugformers/lib/python3.10/site... | 2023-09-19T18:51:49Z | https://github.com/huggingface/datasets/pull/6247 | {
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https://api.github.com/repos/huggingface/datasets/issues/6246/comments | https://api.github.com/repos/huggingface/datasets/issues/6246/timeline | 2023-09-18T16:20:09Z | null | completed | I_kwDODunzps5xPWLe | closed | [] | null | 6,246 | {
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"gists_url"... | Add new column to dataset | https://api.github.com/repos/huggingface/datasets/issues/6246/events | null | https://api.github.com/repos/huggingface/datasets/issues/6246/labels{/name} | 2023-09-17T16:59:48Z | null | false | null | null | 1,899,848,414 | [] | https://api.github.com/repos/huggingface/datasets/issues/6246 | [
"I think it's an issue with the code.\r\n\r\nSpecifically:\r\n```python\r\ndataset = dataset['train'].add_column(\"/workspace/data\", new_column)\r\n```\r\n\r\nNow `dataset` is the train set with a new column. \r\nTo fix this, you can do:\r\n\r\n```python\r\ndataset['train'] = dataset['train'].add_column(\"/workspa... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 2023-09-18T16:20:09Z | https://github.com/huggingface/datasets/issues/6246 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6214 | 2023-09-26T15:41:38Z | https://github.com/huggingface/datasets/pull/6244 | {
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https://api.github.com/repos/huggingface/datasets/issues/6243/comments | https://api.github.com/repos/huggingface/datasets/issues/6243/timeline | 2023-09-19T17:53:17Z | null | null | PR_kwDODunzps5aclIy | closed | [] | false | 6,243 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6242 | 2023-09-19T18:02:21Z | https://github.com/huggingface/datasets/pull/6243 | {
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https://api.github.com/repos/huggingface/datasets/issues/6242/comments | https://api.github.com/repos/huggingface/datasets/issues/6242/timeline | 2023-09-19T17:53:18Z | null | completed | I_kwDODunzps5xEGIz | closed | [] | null | 6,242 | {
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"While this issue may seem specific, it led to a silent problem in my workflow that took days to diagnose. If this feature is not intended to be supported, an error should be raised when encountering this configuration to prevent such issues.",
"Thanks for reporting! This is a MRE:\r\n\r\n```python\r\nimport pyar... | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
When a dataset saved with a specified inner sequence length is loaded without specifying that length, the original data is altered and becomes inconsistent.
### Steps to reproduce the bug
```python
from datasets import Dataset, Features, Value, Sequence, load_dataset
# Repository ID
repo_id... | 2023-09-19T17:53:18Z | https://github.com/huggingface/datasets/issues/6242 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2023-09-15T15:57:10Z | https://github.com/huggingface/datasets/pull/6241 | {
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https://api.github.com/repos/huggingface/datasets/issues/6240/comments | https://api.github.com/repos/huggingface/datasets/issues/6240/timeline | 2023-09-14T23:54:42Z | null | completed | I_kwDODunzps5w_nNw | closed | [] | null | 6,240 | {
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"What type of dataset are you using in this script? `torch.utils.data.Dataset` or `datasets.Dataset`? Please share the `datasets` package version if it's the latter. Otherwise, it's better to move this issue to the `accelerate` repo.",
"Very sorry, I thought I had a repo in `accelerate!`\r\nI will close this issu... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am trying to get CLIP to fine-tuning with my code.
When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon.
- Validation dataloader stuck in 2nd epoch only on multi-GPU
Specifically, when the "for inputs in valid_loader:" process is finished, it does... | 2023-09-14T23:54:42Z | https://github.com/huggingface/datasets/issues/6240 | {
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https://api.github.com/repos/huggingface/datasets/issues/6239/comments | https://api.github.com/repos/huggingface/datasets/issues/6239/timeline | 2023-09-15T14:32:10Z | null | completed | I_kwDODunzps5w-LyG | closed | [] | null | 6,239 | {
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"gists_url": "https://... | Load local audio data doesn't work | https://api.github.com/repos/huggingface/datasets/issues/6239/events | null | https://api.github.com/repos/huggingface/datasets/issues/6239/labels{/name} | 2023-09-13T22:30:01Z | null | false | null | null | 1,895,349,382 | [] | https://api.github.com/repos/huggingface/datasets/issues/6239 | [
"I think this is the same issue as https://github.com/huggingface/datasets/issues/4776. Maybe installing `ffmpeg` can fix it:\r\n```python\r\nadd-apt-repository -y ppa:savoury1/ffmpeg4\r\napt-get -qq install -y ffmpeg\r\n```\r\n\r\nHowever, the best solution is to use a newer version of `datasets`. In the recent re... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I get a RuntimeError from the following code:
```python
audio_dataset = Dataset.from_dict({"audio": ["/kaggle/input/bengaliai-speech/train_mp3s/000005f3362c.mp3"]}).cast_column("audio", Audio())
audio_dataset[0]
```
### Traceback
<details>
```python
RuntimeError ... | 2023-09-15T14:32:10Z | https://github.com/huggingface/datasets/issues/6239 | {
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https://api.github.com/repos/huggingface/datasets/issues/6238/comments | https://api.github.com/repos/huggingface/datasets/issues/6238/timeline | 2023-09-17T07:05:07Z | null | completed | I_kwDODunzps5w9pOU | closed | [] | null | 6,238 | {
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"gists_url": "https://ap... | `dataset.filter` ALWAYS removes the first item from the dataset when using batched=True | https://api.github.com/repos/huggingface/datasets/issues/6238/events | null | https://api.github.com/repos/huggingface/datasets/issues/6238/labels{/name} | 2023-09-13T20:20:37Z | null | false | null | null | 1,895,207,828 | [] | https://api.github.com/repos/huggingface/datasets/issues/6238 | [
"`filter` treats the function's output as a (selection) mask - `True` keeps the sample, and `False` drops it. In your case, `bool(0)` evaluates to `False`, so dropping the first sample is the correct behavior.",
"Oh gosh! 🤦 I totally misunderstood the API! My apologies!"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition.
### Steps to reproduce the bug
Here's a minimal example:
```python
def filter_batch_always_true(batch, indices):
print("First index being passed into this filte... | 2023-09-17T07:05:07Z | https://github.com/huggingface/datasets/issues/6238 | {
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https://api.github.com/repos/huggingface/datasets/issues/6237/comments | https://api.github.com/repos/huggingface/datasets/issues/6237/timeline | 2023-09-19T21:54:58Z | null | completed | I_kwDODunzps5w4W9x | closed | [] | null | 6,237 | {
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"[This](https://huggingface.co/docs/datasets/nlp_process#map) is the most performant way to tokenize a dataset (`batched=True, num_proc=None, return_tensors=\"np\"`) \r\n\r\nIf`tokenizer.is_fast` returns `True`, `num_proc` must be `None/1` to benefit from the fast tokenizers' parallelism (the fast tokenizers are im... | https://api.github.com/repos/huggingface/datasets | NONE | I am trying to tokenize a few million documents with multiple workers but the tokenization process is taking forever.
Code snippet:
```
raw_datasets.map(
encode_function,
batched=False,
num_proc=args.preprocessing_num_workers,
load_from_cache_file=not args.ove... | 2023-09-19T21:54:58Z | https://github.com/huggingface/datasets/issues/6237 | {
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https://api.github.com/repos/huggingface/datasets/issues/6236/comments | https://api.github.com/repos/huggingface/datasets/issues/6236/timeline | null | null | null | I_kwDODunzps5w3shg | open | [] | null | 6,236 | {
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"cc @Rocketknight1 ",
"Hey! You can implement this yourself, just:\r\n\r\n1) Create the dataset with `to_tf_dataset()` with `shuffle=False`\r\n2) Add an `unbatch()` at the end (or use batch_size=1)\r\n3) Add a `shuffle()` to the resulting dataset with your desired buffer size\r\n4) Add a `batch()` at the end agai... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model.
Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset.
tf.data.Dataset support buffer shuffle by default.
shuffle(
buffer_size, seed=None, r... | 2023-09-18T01:11:21Z | https://github.com/huggingface/datasets/issues/6236 | {
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https://api.github.com/repos/huggingface/datasets/issues/6235/comments | https://api.github.com/repos/huggingface/datasets/issues/6235/timeline | null | null | null | I_kwDODunzps5w2gf7 | open | [] | null | 6,235 | {
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Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders
```
Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s]
Downloading data f... | 2023-09-12T21:51:08Z | https://github.com/huggingface/datasets/issues/6235 | {
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https://api.github.com/repos/huggingface/datasets/issues/6233/comments | https://api.github.com/repos/huggingface/datasets/issues/6233/timeline | 2023-09-13T18:10:04Z | null | null | PR_kwDODunzps5aF3kd | closed | [] | false | 6,233 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | fixed a typo | 2023-09-13T18:20:50Z | https://github.com/huggingface/datasets/pull/6233 | {
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https://api.github.com/repos/huggingface/datasets/issues/6232/comments | https://api.github.com/repos/huggingface/datasets/issues/6232/timeline | 2023-09-15T17:59:02Z | null | null | PR_kwDODunzps5aDhhK | closed | [] | false | 6,232 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"CI errors are unrelated",
"<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_nu... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The error message in the fingerprint module was missing the f-string 'f' symbol, so the error message returned by fingerprint.py, line 469 was literally "function {func} is missing parameters {fingerprint_names} in signature."
This has been fixed. | 2023-09-15T18:07:56Z | https://github.com/huggingface/datasets/pull/6232 | {
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https://api.github.com/repos/huggingface/datasets/issues/6231/comments | https://api.github.com/repos/huggingface/datasets/issues/6231/timeline | null | null | null | PR_kwDODunzps5aCr8_ | open | [] | false | 6,231 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6231). All of your documentation changes will be reflected on that endpoint.",
"realized that this pr is still not merged, @lhoestq maybe you can take a look at it? ",
"I think https://github.com/huggingface/datasets/pull/621... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Currently if we push data as default config with `.push_to_hub` to a repo that has a legacy `dataset_infos.json` file containing a legacy default config name like `{username}--{dataset_name}`, new key `"default"` is added to `dataset_infos.json` along with the legacy one. I think the legacy one should be dropped in thi... | 2023-09-26T11:19:36Z | https://github.com/huggingface/datasets/pull/6231 | {
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https://api.github.com/repos/huggingface/datasets/issues/6230/comments | https://api.github.com/repos/huggingface/datasets/issues/6230/timeline | 2023-09-13T18:12:09Z | null | null | PR_kwDODunzps5aBh6L | closed | [] | false | 6,230 | {
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https://api.github.com/repos/huggingface/datasets/issues/6229/comments | https://api.github.com/repos/huggingface/datasets/issues/6229/timeline | 2023-09-20T16:11:52Z | null | completed | I_kwDODunzps5wmKFK | closed | [] | null | 6,229 | {
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"From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_path = example['image']` with `image_path = np.array(example['image'])` to fix the issue (`example[\"image\"]` is a `PIL.Image` object). ",
"> From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```
---------------------------------------------------------------------------
NotImplementedError Traceback (most recent call last)
Cell In[14], line 11
9 for idx, example in enumerate(dataset['train']):
10 image_path = example['image']
---> 11 mask... | 2023-09-20T16:11:53Z | https://github.com/huggingface/datasets/issues/6229 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6225 | 2023-09-08T18:02:49Z | https://github.com/huggingface/datasets/pull/6228 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-09-08T12:29:21Z | https://github.com/huggingface/datasets/pull/6226 | {
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https://api.github.com/repos/huggingface/datasets/issues/6225/comments | https://api.github.com/repos/huggingface/datasets/issues/6225/timeline | 2023-09-08T17:52:17Z | null | completed | I_kwDODunzps5weinw | closed | [] | null | 6,225 | {
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"Good catch!"
] | https://api.github.com/repos/huggingface/datasets | NONE | The [tutorial](https://huggingface.co/docs/datasets/main/en/object_detection) mentions the necessity of conversion the input image from BGR to RGB
> albumentations expects the image to be in BGR format, not RGB, so you’ll have to convert the image before applying the transform.
[Link to tutorial](https://github.c... | 2023-09-08T17:52:18Z | https://github.com/huggingface/datasets/issues/6225 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | `save_to_disk` creates this file, but also [`HugginFaceDatasetSever`](https://github.com/gradio-app/gradio/blob/26fef8c7f85a006c7e25cdbed1792df19c512d02/gradio/flagging.py#L214), so this is needed to avoid issues such as [this one](https://discord.com/channels/879548962464493619/1149295819938349107/1149295819938349107)... | 2023-09-07T15:46:10Z | https://github.com/huggingface/datasets/pull/6224 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | There is a typo in the section of the documentation dedicated to creating an audio dataset. The Dataset is incorrectly suffixed with a `Config`
https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59 | 2023-10-03T14:18:41Z | https://github.com/huggingface/datasets/pull/6222 | {
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"gists_url"... | Support saving datasets with custom formatting | https://api.github.com/repos/huggingface/datasets/issues/6221/events | null | https://api.github.com/repos/huggingface/datasets/issues/6221/labels{/name} | 2023-09-06T16:03:32Z | null | false | null | null | 1,884,324,631 | [] | https://api.github.com/repos/huggingface/datasets/issues/6221 | [
"Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036.
I am not sure if supporting this is the best idea for the following reasons:
>For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be... | 2023-09-06T18:32:07Z | https://github.com/huggingface/datasets/issues/6221 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6220). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-09-06T15:52:33Z | https://github.com/huggingface/datasets/pull/6220 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-09-06T15:46:20Z | https://github.com/huggingface/datasets/pull/6219 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix
```python
from datasets import load_dataset_builder
b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default")
print(b.info)
```
which should return
```
DatasetInfo(
features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)},
dataset_name='pokemon-bli... | 2023-09-07T08:31:29Z | https://github.com/huggingface/datasets/pull/6218 | {
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https://api.github.com/repos/huggingface/datasets/issues/6217/comments | https://api.github.com/repos/huggingface/datasets/issues/6217/timeline | null | null | null | I_kwDODunzps5wRa2P | open | [] | null | 6,217 | {
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"gists_u... | `Dataset.to_dict()` ignore `decode=True` with Image feature | https://api.github.com/repos/huggingface/datasets/issues/6217/events | null | https://api.github.com/repos/huggingface/datasets/issues/6217/labels{/name} | 2023-09-06T09:26:16Z | null | false | null | null | 1,883,614,607 | [] | https://api.github.com/repos/huggingface/datasets/issues/6217 | [
"We need to implement the `Image` type as a PyArrow extension type (to allow us to override the Python conversion) for this to work as expected. For now, it's best to use your approach indeed."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
`Dataset.to_dict` seems to ignore the decoding instruction passed in features.
### Steps to reproduce the bug
```python
import datasets
import numpy as np
from PIL import Image
img = np.random.randint(0, 256, (5, 5, 3), dtype=np.uint8)
img = Image.fromarray(img)
features = datasets.Fea... | 2023-09-08T17:08:52Z | https://github.com/huggingface/datasets/issues/6217 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-09-06T08:52:18Z | https://github.com/huggingface/datasets/pull/6216 | {
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"gist... | Fix checking patterns to infer packaged builder | https://api.github.com/repos/huggingface/datasets/issues/6215/events | null | https://api.github.com/repos/huggingface/datasets/issues/6215/labels{/name} | 2023-09-05T15:10:47Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"oh wow good catch",
"<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 af... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Don't ignore results of pattern resolving if `self.data_files` is not None. Otherwise lines 854 and 1037 make no sense. | 2023-09-06T10:34:00Z | https://github.com/huggingface/datasets/pull/6215 | {
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] | https://api.github.com/repos/huggingface/datasets/issues/6214 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | Once root issue is fixed, remove temporary pin of fsspec < 2023.9.0 introduced by:
- #6210
Related to issue:
- #6209
After investigation, I think the root issue is related to the new glob behavior with double asterisk `**` they have introduced in:
- https://github.com/fsspec/filesystem_spec/pull/1329 | 2023-09-26T15:32:52Z | https://github.com/huggingface/datasets/issues/6214 | {
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