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https://api.github.com/repos/huggingface/datasets/issues/2555 | 2,555 | Fix code_search_net keys | There were duplicate keys in the `code_search_net` dataset, as reported in https://github.com/huggingface/datasets/issues/2552
I fixed the keys (it was an addition of the file and row indices, which was causing collisions)
Fix #2552. | closed | 2021-06-28T13:40:23 | https://api.github.com/repos/huggingface/datasets/issues/2555/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2555",
"html_url": "https://github.com/huggingface/datasets/pull/2555",
"diff_url": "https://github.com/huggingface/datasets/pull/2555.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2555.patch",
"merged_at": "2021-06-28T14:10... | true | Fix code_search_net keys
There were duplicate keys in the `code_search_net` dataset, as reported in https://github.com/huggingface/datasets/issues/2552
I fixed the keys (it was an addition of the file and row indices, which was causing collisions)
Fix #2552. | [
"Fix #2552."
] |
https://api.github.com/repos/huggingface/datasets/issues/2554 | 2,554 | Multilabel metrics not supported | When I try to use a metric like F1 macro I get the following error:
```
TypeError: int() argument must be a string, a bytes-like object or a number, not 'list'
```
There is an explicit casting here:
https://github.com/huggingface/datasets/blob/fc79f61cbbcfa0e8c68b28c0a8257f17e768a075/src/datasets/features.py#L... | closed | 2021-06-28T11:09:46 | https://api.github.com/repos/huggingface/datasets/issues/2554/comments | null | false | Multilabel metrics not supported
When I try to use a metric like F1 macro I get the following error:
```
TypeError: int() argument must be a string, a bytes-like object or a number, not 'list'
```
There is an explicit casting here:
https://github.com/huggingface/datasets/blob/fc79f61cbbcfa0e8c68b28c0a8257f17e7... | [
"Hi @GuillemGSubies, thanks for reporting.\r\n\r\nI have made a PR to fix this issue and allow metrics to be computed also for multilabel classification problems.",
"Looks nice, thank you very much! 🚀 ",
"Sorry for reopening but I just noticed that the `_compute` method for the F1 metric is still not good enou... |
https://api.github.com/repos/huggingface/datasets/issues/2553 | 2,553 | load_dataset("web_nlg") NonMatchingChecksumError | Hi! It seems the WebNLG dataset gives a NonMatchingChecksumError.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('web_nlg', name="release_v3.0_en", split="dev")
```
Gives
```
NonMatchingChecksumError: Checksums didn't match for dataset source files:
['h... | closed | 2021-06-28T09:26:46 | https://api.github.com/repos/huggingface/datasets/issues/2553/comments | null | false | load_dataset("web_nlg") NonMatchingChecksumError
Hi! It seems the WebNLG dataset gives a NonMatchingChecksumError.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('web_nlg', name="release_v3.0_en", split="dev")
```
Gives
```
NonMatchingChecksumError: Chec... | [
"Hi ! Thanks for reporting. This is due to the WebNLG repository that got updated today.\r\nI just pushed a fix at #2558 - this shouldn't happen anymore in the future.",
"This is fixed on `master` now :)\r\nWe'll do a new release soon !"
] |
https://api.github.com/repos/huggingface/datasets/issues/2552 | 2,552 | Keys should be unique error on code_search_net | ## Describe the bug
Loading `code_search_net` seems not possible at the moment.
## Steps to reproduce the bug
```python
>>> load_dataset('code_search_net')
Downloading: 8.50kB [00:00, 3.09MB/s] ... | closed | 2021-06-28T09:15:20 | https://api.github.com/repos/huggingface/datasets/issues/2552/comments | null | false | Keys should be unique error on code_search_net
## Describe the bug
Loading `code_search_net` seems not possible at the moment.
## Steps to reproduce the bug
```python
>>> load_dataset('code_search_net')
Downloading: 8.50kB [00:00, 3.09MB/s] ... | [
"Two questions:\r\n- with `datasets-cli env` we don't have any information on the dataset script version used. Should we give access to this somehow? Either as a note in the Error message or as an argument with the name of the dataset to `datasets-cli env`?\r\n- I don't really understand why the id is duplicated in... |
https://api.github.com/repos/huggingface/datasets/issues/2551 | 2,551 | Fix FileSystems documentation | ### What this fixes:
This PR resolves several issues I discovered in the documentation on the `datasets.filesystems` module ([this page](https://huggingface.co/docs/datasets/filesystems.html)).
### What were the issues?
When I originally tried implementing the code examples I faced several bugs attributed to:
-... | closed | 2021-06-27T16:18:42 | https://api.github.com/repos/huggingface/datasets/issues/2551/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2551",
"html_url": "https://github.com/huggingface/datasets/pull/2551",
"diff_url": "https://github.com/huggingface/datasets/pull/2551.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2551.patch",
"merged_at": "2021-06-28T13:09... | true | Fix FileSystems documentation
### What this fixes:
This PR resolves several issues I discovered in the documentation on the `datasets.filesystems` module ([this page](https://huggingface.co/docs/datasets/filesystems.html)).
### What were the issues?
When I originally tried implementing the code examples I faced se... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2550 | 2,550 | Allow for incremental cumulative metric updates in a distributed setup | Currently, using a metric allows for one of the following:
- Per example/batch metrics
- Cumulative metrics over the whole data
What I'd like is to have an efficient way to get cumulative metrics over the examples/batches added so far, in order to display it as part of the progress bar during training/evaluation.
... | closed | 2021-06-27T15:00:58 | https://api.github.com/repos/huggingface/datasets/issues/2550/comments | null | false | Allow for incremental cumulative metric updates in a distributed setup
Currently, using a metric allows for one of the following:
- Per example/batch metrics
- Cumulative metrics over the whole data
What I'd like is to have an efficient way to get cumulative metrics over the examples/batches added so far, in order... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2549 | 2,549 | Handling unlabeled datasets | Hi!
Is there a way for datasets to produce unlabeled instances (e.g., the `ClassLabel` can be nullable).
For example, I want to use the MNLI dataset reader ( https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi_nli.py ) on a file that doesn't have the `gold_label` field. I tried setting `"... | closed | 2021-06-25T04:32:23 | https://api.github.com/repos/huggingface/datasets/issues/2549/comments | null | false | Handling unlabeled datasets
Hi!
Is there a way for datasets to produce unlabeled instances (e.g., the `ClassLabel` can be nullable).
For example, I want to use the MNLI dataset reader ( https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi_nli.py ) on a file that doesn't have the `gold_labe... | [
"Hi @nelson-liu,\r\n\r\nYou can pass the parameter `features` to `load_dataset`: https://huggingface.co/docs/datasets/_modules/datasets/load.html#load_dataset\r\n\r\nIf you look at the code of the MNLI script you referred in your question (https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi... |
https://api.github.com/repos/huggingface/datasets/issues/2548 | 2,548 | Field order issue in loading json | ## Describe the bug
The `load_dataset` function expects columns in alphabetical order when loading json files.
Similar bug was previously reported for csv in #623 and fixed in #684.
## Steps to reproduce the bug
For a json file `j.json`,
```
{"c":321, "a": 1, "b": 2}
```
Running the following,
```
f= data... | closed | 2021-06-24T13:29:53 | https://api.github.com/repos/huggingface/datasets/issues/2548/comments | null | false | Field order issue in loading json
## Describe the bug
The `load_dataset` function expects columns in alphabetical order when loading json files.
Similar bug was previously reported for csv in #623 and fixed in #684.
## Steps to reproduce the bug
For a json file `j.json`,
```
{"c":321, "a": 1, "b": 2}
```
Ru... | [
"Hi @luyug, thanks for reporting.\r\n\r\nThe good news is that we fixed this issue only 9 days ago: #2507.\r\n\r\nThe patch is already in the master branch of our repository and it will be included in our next `datasets` release version 1.9.0.\r\n\r\nFeel free to reopen the issue if the problem persists."
] |
https://api.github.com/repos/huggingface/datasets/issues/2547 | 2,547 | Dataset load_from_disk is too slow | @lhoestq
## Describe the bug
It's not normal that I have to wait 7-8 hours for a dataset to be loaded from disk, as there are no preprocessing steps, it's only loading it with load_from_disk. I have 96 cpus, however only 1 is used for this, which is inefficient. Moreover, its usage is at 1%... This is happening in t... | open | 2021-06-24T12:45:44 | https://api.github.com/repos/huggingface/datasets/issues/2547/comments | null | false | Dataset load_from_disk is too slow
@lhoestq
## Describe the bug
It's not normal that I have to wait 7-8 hours for a dataset to be loaded from disk, as there are no preprocessing steps, it's only loading it with load_from_disk. I have 96 cpus, however only 1 is used for this, which is inefficient. Moreover, its usage... | [
"Hi ! It looks like an issue with the virtual disk you are using.\r\n\r\nWe load datasets using memory mapping. In general it makes it possible to load very big files instantaneously since it doesn't have to read the file (it just assigns virtual memory to the file on disk).\r\nHowever there happens to be issues wi... |
https://api.github.com/repos/huggingface/datasets/issues/2546 | 2,546 | Add license to the Cambridge English Write & Improve + LOCNESS dataset card | As noticed in https://github.com/huggingface/datasets/pull/2539, the licensing information was missing for this dataset.
I added it and I also filled a few other empty sections. | closed | 2021-06-24T10:39:29 | https://api.github.com/repos/huggingface/datasets/issues/2546/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2546",
"html_url": "https://github.com/huggingface/datasets/pull/2546",
"diff_url": "https://github.com/huggingface/datasets/pull/2546.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2546.patch",
"merged_at": "2021-06-24T10:52... | true | Add license to the Cambridge English Write & Improve + LOCNESS dataset card
As noticed in https://github.com/huggingface/datasets/pull/2539, the licensing information was missing for this dataset.
I added it and I also filled a few other empty sections. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2545 | 2,545 | Fix DuplicatedKeysError in drop dataset | Close #2542.
cc: @VictorSanh. | closed | 2021-06-24T09:10:39 | https://api.github.com/repos/huggingface/datasets/issues/2545/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2545",
"html_url": "https://github.com/huggingface/datasets/pull/2545",
"diff_url": "https://github.com/huggingface/datasets/pull/2545.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2545.patch",
"merged_at": "2021-06-24T14:57... | true | Fix DuplicatedKeysError in drop dataset
Close #2542.
cc: @VictorSanh. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2544 | 2,544 | Fix logging levels | Sometimes default `datasets` logging can be too verbose. One approach could be reducing some logging levels, from info to debug, or from warning to info.
Close #2543.
cc: @stas00 | closed | 2021-06-24T06:41:36 | https://api.github.com/repos/huggingface/datasets/issues/2544/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2544",
"html_url": "https://github.com/huggingface/datasets/pull/2544",
"diff_url": "https://github.com/huggingface/datasets/pull/2544.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2544.patch",
"merged_at": "2021-06-25T13:40... | true | Fix logging levels
Sometimes default `datasets` logging can be too verbose. One approach could be reducing some logging levels, from info to debug, or from warning to info.
Close #2543.
cc: @stas00 | [] |
https://api.github.com/repos/huggingface/datasets/issues/2543 | 2,543 | switching some low-level log.info's to log.debug? | In https://github.com/huggingface/transformers/pull/12276 we are now changing the examples to have `datasets` on the same log level as `transformers`, so that one setting can do a consistent logging across all involved components.
The trouble is that now we get a ton of these:
```
06/23/2021 12:15:31 - INFO - da... | closed | 2021-06-23T19:26:55 | https://api.github.com/repos/huggingface/datasets/issues/2543/comments | null | false | switching some low-level log.info's to log.debug?
In https://github.com/huggingface/transformers/pull/12276 we are now changing the examples to have `datasets` on the same log level as `transformers`, so that one setting can do a consistent logging across all involved components.
The trouble is that now we get a ton... | [
"Hi @stas00, thanks for pointing out this issue with logging.\r\n\r\nI agree that `datasets` can sometimes be too verbose... I can create a PR and we could discuss there the choice of the log levels for different parts of the code."
] |
https://api.github.com/repos/huggingface/datasets/issues/2542 | 2,542 | `datasets.keyhash.DuplicatedKeysError` for `drop` and `adversarial_qa/adversarialQA` | ## Describe the bug
Failure to generate the datasets (`drop` and subset `adversarialQA` from `adversarial_qa`) because of duplicate keys.
## Steps to reproduce the bug
```python
from datasets import load_dataset
load_dataset("drop")
load_dataset("adversarial_qa", "adversarialQA")
```
## Expected results
Th... | closed | 2021-06-23T18:41:16 | https://api.github.com/repos/huggingface/datasets/issues/2542/comments | null | false | `datasets.keyhash.DuplicatedKeysError` for `drop` and `adversarial_qa/adversarialQA`
## Describe the bug
Failure to generate the datasets (`drop` and subset `adversarialQA` from `adversarial_qa`) because of duplicate keys.
## Steps to reproduce the bug
```python
from datasets import load_dataset
load_dataset("dr... | [
"very much related: https://github.com/huggingface/datasets/pull/2333",
"Hi @VictorSanh, thank you for reporting this issue with duplicated keys.\r\n\r\n- The issue with \"adversarial_qa\" was fixed 23 days ago: #2433. Current version of `datasets` (1.8.0) includes the patch.\r\n- I am investigating the issue wit... |
https://api.github.com/repos/huggingface/datasets/issues/2541 | 2,541 | update discofuse link cc @ekQ | Updating the discofuse link: https://github.com/google-research-datasets/discofuse/commit/fd4b120cb3dd19a417e7f3b5432010b574b5eeee | closed | 2021-06-23T18:24:58 | https://api.github.com/repos/huggingface/datasets/issues/2541/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2541",
"html_url": "https://github.com/huggingface/datasets/pull/2541",
"diff_url": "https://github.com/huggingface/datasets/pull/2541.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2541.patch",
"merged_at": "2021-06-28T14:34... | true | update discofuse link cc @ekQ
Updating the discofuse link: https://github.com/google-research-datasets/discofuse/commit/fd4b120cb3dd19a417e7f3b5432010b574b5eeee | [
"The CI is failing because the dataset tags for `discofuse` are missing. I'm merging this PR since this is unrelated to this PR, but feel free to open another PR to add the tags here if you have some time:\r\n\r\nhttps://github.com/huggingface/datasets/blob/19408f9fab85c79b966085574cd2da3b90959179/datasets/discofus... |
https://api.github.com/repos/huggingface/datasets/issues/2540 | 2,540 | Remove task templates if required features are removed during `Dataset.map` | This PR fixes a bug reported by @craffel where removing a dataset's columns during `Dataset.map` triggered a `KeyError` because the `TextClassification` template tried to access the removed columns during `DatasetInfo.__post_init__`:
```python
from datasets import load_dataset
# `yelp_polarity` comes with a `Tex... | closed | 2021-06-23T16:20:25 | https://api.github.com/repos/huggingface/datasets/issues/2540/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2540",
"html_url": "https://github.com/huggingface/datasets/pull/2540",
"diff_url": "https://github.com/huggingface/datasets/pull/2540.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2540.patch",
"merged_at": "2021-06-24T13:34... | true | Remove task templates if required features are removed during `Dataset.map`
This PR fixes a bug reported by @craffel where removing a dataset's columns during `Dataset.map` triggered a `KeyError` because the `TextClassification` template tried to access the removed columns during `DatasetInfo.__post_init__`:
```pyth... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2539 | 2,539 | remove wi_locness dataset due to licensing issues | It was brought to my attention that this dataset's license is not only missing, but also prohibits redistribution. I contacted the original author to apologize for this oversight and asked if we could still use it, but unfortunately we can't and the author kindly asked to take down this dataset. | closed | 2021-06-23T07:35:32 | https://api.github.com/repos/huggingface/datasets/issues/2539/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2539",
"html_url": "https://github.com/huggingface/datasets/pull/2539",
"diff_url": "https://github.com/huggingface/datasets/pull/2539.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2539.patch",
"merged_at": null
} | true | remove wi_locness dataset due to licensing issues
It was brought to my attention that this dataset's license is not only missing, but also prohibits redistribution. I contacted the original author to apologize for this oversight and asked if we could still use it, but unfortunately we can't and the author kindly asked ... | [
"Hi ! I'm sorry to hear that.\r\nThough we are not redistributing the dataset, we just provide a python script that downloads and process the dataset from its original source hosted at https://www.cl.cam.ac.uk\r\n\r\nTherefore I'm not sure what's the issue with licensing. What do you mean exactly ?",
"I think tha... |
https://api.github.com/repos/huggingface/datasets/issues/2538 | 2,538 | Loading partial dataset when debugging | I am using PyTorch Lightning along with datasets (thanks for so many datasets already prepared and the great splits).
Every time I execute load_dataset for the imdb dataset it takes some time even if I specify a split involving very few samples. I guess this due to hashing as per the other issues.
Is there a wa... | open | 2021-06-23T07:19:52 | https://api.github.com/repos/huggingface/datasets/issues/2538/comments | null | false | Loading partial dataset when debugging
I am using PyTorch Lightning along with datasets (thanks for so many datasets already prepared and the great splits).
Every time I execute load_dataset for the imdb dataset it takes some time even if I specify a split involving very few samples. I guess this due to hashing as... | [
"Hi ! `load_dataset` downloads the full dataset once and caches it, so that subsequent calls to `load_dataset` just reloads the dataset from your disk.\r\nThen when you specify a `split` in `load_dataset`, it will just load the requested split from the disk. If your specified split is a sliced split (e.g. `\"train[... |
https://api.github.com/repos/huggingface/datasets/issues/2537 | 2,537 | Add Parquet loader + from_parquet and to_parquet | Continuation of #2247
I added a "parquet" dataset builder, as well as the methods `Dataset.from_parquet` and `Dataset.to_parquet`.
As usual, the data are converted to arrow in a batched way to avoid loading everything in memory. | closed | 2021-06-22T17:28:23 | https://api.github.com/repos/huggingface/datasets/issues/2537/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2537",
"html_url": "https://github.com/huggingface/datasets/pull/2537",
"diff_url": "https://github.com/huggingface/datasets/pull/2537.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2537.patch",
"merged_at": "2021-06-30T16:30... | true | Add Parquet loader + from_parquet and to_parquet
Continuation of #2247
I added a "parquet" dataset builder, as well as the methods `Dataset.from_parquet` and `Dataset.to_parquet`.
As usual, the data are converted to arrow in a batched way to avoid loading everything in memory. | [
"`pyarrow` 1.0.0 doesn't support some types in parquet, we'll have to bump its minimum version.\r\n\r\nAlso I still need to add dummy data to test the parquet builder.",
"I had to bump the minimum pyarrow version to 3.0.0 to properly support parquet.\r\n\r\nEverything is ready for review now :)\r\nI reused pretty... |
https://api.github.com/repos/huggingface/datasets/issues/2536 | 2,536 | Use `Audio` features for `AutomaticSpeechRecognition` task template | In #2533 we added a task template for speech recognition that relies on the file paths to the audio files. As pointed out by @SBrandeis this is brittle as it doesn't port easily across different OS'.
The solution is to use dedicated `Audio` features when casting the dataset. These features are not yet available in ... | closed | 2021-06-22T15:07:21 | https://api.github.com/repos/huggingface/datasets/issues/2536/comments | null | false | Use `Audio` features for `AutomaticSpeechRecognition` task template
In #2533 we added a task template for speech recognition that relies on the file paths to the audio files. As pointed out by @SBrandeis this is brittle as it doesn't port easily across different OS'.
The solution is to use dedicated `Audio` feature... | [
"I'm just retaking and working on #2324. 😉 ",
"Resolved via https://github.com/huggingface/datasets/pull/4006."
] |
https://api.github.com/repos/huggingface/datasets/issues/2535 | 2,535 | Improve Features docs | - Fix rendering and cross-references in Features docs
- Add docstrings to Features methods | closed | 2021-06-22T15:03:27 | https://api.github.com/repos/huggingface/datasets/issues/2535/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2535",
"html_url": "https://github.com/huggingface/datasets/pull/2535",
"diff_url": "https://github.com/huggingface/datasets/pull/2535.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2535.patch",
"merged_at": "2021-06-23T13:40... | true | Improve Features docs
- Fix rendering and cross-references in Features docs
- Add docstrings to Features methods | [] |
https://api.github.com/repos/huggingface/datasets/issues/2534 | 2,534 | Sync with transformers disabling NOTSET | Close #2528. | closed | 2021-06-22T12:54:21 | https://api.github.com/repos/huggingface/datasets/issues/2534/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2534",
"html_url": "https://github.com/huggingface/datasets/pull/2534",
"diff_url": "https://github.com/huggingface/datasets/pull/2534.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2534.patch",
"merged_at": "2021-06-24T14:42... | true | Sync with transformers disabling NOTSET
Close #2528. | [
"Nice thanks ! I think there are other places with\r\n```python\r\nnot_verbose = bool(logger.getEffectiveLevel() > WARNING)\r\n```\r\n\r\nCould you replace them as well ?",
"Sure @lhoestq! I was not sure if this change should only be circumscribed to `http_get`..."
] |
https://api.github.com/repos/huggingface/datasets/issues/2533 | 2,533 | Add task template for automatic speech recognition | This PR adds a task template for automatic speech recognition. In this task, the input is a path to an audio file which the model consumes to produce a transcription.
Usage:
```python
from datasets import load_dataset
from datasets.tasks import AutomaticSpeechRecognition
ds = load_dataset("timit_asr", split=... | closed | 2021-06-22T12:45:02 | https://api.github.com/repos/huggingface/datasets/issues/2533/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2533",
"html_url": "https://github.com/huggingface/datasets/pull/2533",
"diff_url": "https://github.com/huggingface/datasets/pull/2533.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2533.patch",
"merged_at": "2021-06-23T15:56... | true | Add task template for automatic speech recognition
This PR adds a task template for automatic speech recognition. In this task, the input is a path to an audio file which the model consumes to produce a transcription.
Usage:
```python
from datasets import load_dataset
from datasets.tasks import AutomaticSpeechR... | [
"@SBrandeis @lhoestq i've integrated your suggestions, so this is ready for another review :)",
"Merging if it's good for you @lewtun :)"
] |
https://api.github.com/repos/huggingface/datasets/issues/2532 | 2,532 | Tokenizer's normalization preprocessor cause misalignment in return_offsets_mapping for tokenizer classification task | [This colab notebook](https://colab.research.google.com/drive/151gKyo0YIwnlznrOHst23oYH_a3mAe3Z?usp=sharing) implements a token classification input pipeline extending the logic from [this hugging example](https://huggingface.co/transformers/custom_datasets.html#tok-ner).
The pipeline works fine with most instance i... | closed | 2021-06-22T10:08:18 | https://api.github.com/repos/huggingface/datasets/issues/2532/comments | null | false | Tokenizer's normalization preprocessor cause misalignment in return_offsets_mapping for tokenizer classification task
[This colab notebook](https://colab.research.google.com/drive/151gKyo0YIwnlznrOHst23oYH_a3mAe3Z?usp=sharing) implements a token classification input pipeline extending the logic from [this hugging examp... | [
"Hi @jerryIsHere, thanks for reporting the issue. But are you sure this is a bug in HuggingFace **Datasets**?",
"> Hi @jerryIsHere, thanks for reporting the issue. But are you sure this is a bug in HuggingFace **Datasets**?\r\n\r\nOh, I am sorry\r\nI would reopen the post on huggingface/transformers"
] |
https://api.github.com/repos/huggingface/datasets/issues/2531 | 2,531 | Fix dev version | The dev version that ends in `.dev0` should be greater than the current version.
However it happens that `1.8.0 > 1.8.0.dev0` for example.
Therefore we need to use `1.8.1.dev0` for example in this case.
I updated the dev version to use `1.8.1.dev0`, and I also added a comment in the setup.py in the release steps a... | closed | 2021-06-22T09:17:10 | https://api.github.com/repos/huggingface/datasets/issues/2531/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2531",
"html_url": "https://github.com/huggingface/datasets/pull/2531",
"diff_url": "https://github.com/huggingface/datasets/pull/2531.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2531.patch",
"merged_at": "2021-06-22T09:47... | true | Fix dev version
The dev version that ends in `.dev0` should be greater than the current version.
However it happens that `1.8.0 > 1.8.0.dev0` for example.
Therefore we need to use `1.8.1.dev0` for example in this case.
I updated the dev version to use `1.8.1.dev0`, and I also added a comment in the setup.py in the... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2530 | 2,530 | Fixed label parsing in the ProductReviews dataset | Fixed issue with parsing dataset labels. | closed | 2021-06-22T09:12:45 | https://api.github.com/repos/huggingface/datasets/issues/2530/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2530",
"html_url": "https://github.com/huggingface/datasets/pull/2530",
"diff_url": "https://github.com/huggingface/datasets/pull/2530.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2530.patch",
"merged_at": "2021-06-22T12:52... | true | Fixed label parsing in the ProductReviews dataset
Fixed issue with parsing dataset labels. | [
"@lhoestq, can you please review this PR?\r\nWhat exactly is the problem in the test case? Should it matter?",
"Hi ! Thanks for fixing this :)\r\n\r\nThe CI fails for two reasons:\r\n- the `pretty_name` tag is missing in yaml tags in ./datasets/turkish_product_reviews/README.md. You can fix that by adding this in... |
https://api.github.com/repos/huggingface/datasets/issues/2529 | 2,529 | Add summarization template | This PR adds a task template for text summarization. As far as I can tell, we do not need to distinguish between "extractive" or "abstractive" summarization - both can be handled with this template.
Usage:
```python
from datasets import load_dataset
from datasets.tasks import Summarization
ds = load_dataset(... | closed | 2021-06-21T16:08:31 | https://api.github.com/repos/huggingface/datasets/issues/2529/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2529",
"html_url": "https://github.com/huggingface/datasets/pull/2529",
"diff_url": "https://github.com/huggingface/datasets/pull/2529.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2529.patch",
"merged_at": "2021-06-23T13:30... | true | Add summarization template
This PR adds a task template for text summarization. As far as I can tell, we do not need to distinguish between "extractive" or "abstractive" summarization - both can be handled with this template.
Usage:
```python
from datasets import load_dataset
from datasets.tasks import Summariz... | [
"> Nice thanks !\r\n> Could you just move the test outside of the BaseDatasetTest class please ? Otherwise it will unnecessarily be run twice.\r\n\r\nsure, on it! thanks for the explanations about the `self._to` method :)",
"@lhoestq i've moved all the task template tests outside of `BaseDatasetTest` and collecte... |
https://api.github.com/repos/huggingface/datasets/issues/2528 | 2,528 | Logging cannot be set to NOTSET similar to transformers | ## Describe the bug
In the transformers library you can set the verbosity level to logging.NOTSET to work around the usage of tqdm and IPywidgets, however in Datasets this is no longer possible. This is because transformers set the verbosity level of tqdm with [this](https://github.com/huggingface/transformers/blob/b5... | closed | 2021-06-21T15:04:54 | https://api.github.com/repos/huggingface/datasets/issues/2528/comments | null | false | Logging cannot be set to NOTSET similar to transformers
## Describe the bug
In the transformers library you can set the verbosity level to logging.NOTSET to work around the usage of tqdm and IPywidgets, however in Datasets this is no longer possible. This is because transformers set the verbosity level of tqdm with [t... | [
"Hi @joshzwiebel, thanks for reporting. We are going to align with `transformers`."
] |
https://api.github.com/repos/huggingface/datasets/issues/2527 | 2,527 | Replace bad `n>1M` size tag | Some datasets were still using the old `n>1M` tag which has been replaced with tags `1M<n<10M`, etc.
This resulted in unexpected results when searching for datasets bigger than 1M on the hub, since it was only showing the ones with the tag `n>1M`. | closed | 2021-06-21T09:42:35 | https://api.github.com/repos/huggingface/datasets/issues/2527/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2527",
"html_url": "https://github.com/huggingface/datasets/pull/2527",
"diff_url": "https://github.com/huggingface/datasets/pull/2527.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2527.patch",
"merged_at": "2021-06-21T15:06... | true | Replace bad `n>1M` size tag
Some datasets were still using the old `n>1M` tag which has been replaced with tags `1M<n<10M`, etc.
This resulted in unexpected results when searching for datasets bigger than 1M on the hub, since it was only showing the ones with the tag `n>1M`. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2526 | 2,526 | Add COCO datasets | ## Adding a Dataset
- **Name:** COCO
- **Description:** COCO is a large-scale object detection, segmentation, and captioning dataset.
- **Paper + website:** https://cocodataset.org/#home
- **Data:** https://cocodataset.org/#download
- **Motivation:** It would be great to have COCO available in HuggingFace datasets... | open | 2021-06-21T07:48:32 | https://api.github.com/repos/huggingface/datasets/issues/2526/comments | null | false | Add COCO datasets
## Adding a Dataset
- **Name:** COCO
- **Description:** COCO is a large-scale object detection, segmentation, and captioning dataset.
- **Paper + website:** https://cocodataset.org/#home
- **Data:** https://cocodataset.org/#download
- **Motivation:** It would be great to have COCO available in Hu... | [
"I'm currently adding it, the entire dataset is quite big around 30 GB so I add splits separately. You can take a look here https://huggingface.co/datasets/merve/coco",
"I talked to @lhoestq and it's best if I download this dataset through TensorFlow datasets instead, so I'll be implementing that one really soon.... |
https://api.github.com/repos/huggingface/datasets/issues/2525 | 2,525 | Use scikit-learn package rather than sklearn in setup.py | The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats.
Note: this affects only TESTS_REQUIRE so I guess only developers not end users. | closed | 2021-06-21T07:04:25 | https://api.github.com/repos/huggingface/datasets/issues/2525/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2525",
"html_url": "https://github.com/huggingface/datasets/pull/2525",
"diff_url": "https://github.com/huggingface/datasets/pull/2525.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2525.patch",
"merged_at": "2021-06-21T08:57... | true | Use scikit-learn package rather than sklearn in setup.py
The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats.
Note: this affects only TESTS_REQUIRE so I guess only developers not end... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2524 | 2,524 | Raise FileNotFoundError in WindowsFileLock | Closes #2443 | closed | 2021-06-20T14:25:11 | https://api.github.com/repos/huggingface/datasets/issues/2524/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2524",
"html_url": "https://github.com/huggingface/datasets/pull/2524",
"diff_url": "https://github.com/huggingface/datasets/pull/2524.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2524.patch",
"merged_at": "2021-06-28T08:47... | true | Raise FileNotFoundError in WindowsFileLock
Closes #2443 | [
"Hi ! Could you clarify what it fixes exactly and give more details please ? Especially why this is related to the windows hanging error ?",
"This has already been merged, but I'll clarify the idea of this PR. Before this merge, FileLock was the only component affected by the max path limit on Windows (that came ... |
https://api.github.com/repos/huggingface/datasets/issues/2523 | 2,523 | Fr | __Originally posted by @lewtun in https://github.com/huggingface/datasets/pull/2469__ | closed | 2021-06-19T15:56:32 | https://api.github.com/repos/huggingface/datasets/issues/2523/comments | null | false | Fr
__Originally posted by @lewtun in https://github.com/huggingface/datasets/pull/2469__ | [] |
https://api.github.com/repos/huggingface/datasets/issues/2522 | 2,522 | Documentation Mistakes in Dataset: emotion | As per documentation,
Dataset: emotion
Homepage: https://github.com/dair-ai/emotion_dataset
Dataset: https://github.com/huggingface/datasets/blob/master/datasets/emotion/emotion.py
Permalink: https://huggingface.co/datasets/viewer/?dataset=emotion
Emotion is a dataset of English Twitter messages with eight b... | closed | 2021-06-19T07:08:57 | https://api.github.com/repos/huggingface/datasets/issues/2522/comments | null | false | Documentation Mistakes in Dataset: emotion
As per documentation,
Dataset: emotion
Homepage: https://github.com/dair-ai/emotion_dataset
Dataset: https://github.com/huggingface/datasets/blob/master/datasets/emotion/emotion.py
Permalink: https://huggingface.co/datasets/viewer/?dataset=emotion
Emotion is a datas... | [
"Hi,\r\n\r\nthis issue has been already reported in the dataset repo (https://github.com/dair-ai/emotion_dataset/issues/2), so this is a bug on their side.",
"The documentation has another bug in the dataset card [here](https://huggingface.co/datasets/emotion). \r\n\r\nIn the dataset summary **six** emotions are ... |
https://api.github.com/repos/huggingface/datasets/issues/2521 | 2,521 | Insert text classification template for Emotion dataset | This PR includes a template and updated `dataset_infos.json` for the `emotion` dataset. | closed | 2021-06-18T15:56:19 | https://api.github.com/repos/huggingface/datasets/issues/2521/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2521",
"html_url": "https://github.com/huggingface/datasets/pull/2521",
"diff_url": "https://github.com/huggingface/datasets/pull/2521.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2521.patch",
"merged_at": "2021-06-21T09:22... | true | Insert text classification template for Emotion dataset
This PR includes a template and updated `dataset_infos.json` for the `emotion` dataset. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2520 | 2,520 | Datasets with tricky task templates | I'm collecting a list of datasets here that don't follow the "standard" taxonomy and require further investigation to implement task templates for.
## Text classification
* [hatexplain](https://huggingface.co/datasets/hatexplain): ostensibly a form of text classification, but not in the standard `(text, target)` ... | closed | 2021-06-18T15:33:57 | https://api.github.com/repos/huggingface/datasets/issues/2520/comments | null | false | Datasets with tricky task templates
I'm collecting a list of datasets here that don't follow the "standard" taxonomy and require further investigation to implement task templates for.
## Text classification
* [hatexplain](https://huggingface.co/datasets/hatexplain): ostensibly a form of text classification, but n... | [
"The `task_templates` API is deprecated in favor of the `train-eval-index` YAML field, so I'm closing this issue."
] |
https://api.github.com/repos/huggingface/datasets/issues/2519 | 2,519 | Improve performance of pandas arrow extractor | While reviewing PR #2505, I noticed that pandas arrow extractor could be refactored to be faster. | closed | 2021-06-18T13:24:41 | https://api.github.com/repos/huggingface/datasets/issues/2519/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2519",
"html_url": "https://github.com/huggingface/datasets/pull/2519",
"diff_url": "https://github.com/huggingface/datasets/pull/2519.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2519.patch",
"merged_at": "2021-06-21T09:06... | true | Improve performance of pandas arrow extractor
While reviewing PR #2505, I noticed that pandas arrow extractor could be refactored to be faster. | [
"Looks like this change\r\n```\r\npa_table[pa_table.column_names[0]].to_pandas(types_mapper=pandas_types_mapper)\r\n```\r\ndoesn't return a Series with the correct type.\r\nThis is related to https://issues.apache.org/jira/browse/ARROW-9664\r\n\r\nSince the types_mapper isn't taken into account, the ArrayXD types a... |
https://api.github.com/repos/huggingface/datasets/issues/2518 | 2,518 | Add task templates for tydiqa and xquad | This PR adds question-answering templates to the remaining datasets that are linked to a model on the Hub.
Notes:
* I could not test the tydiqa implementation since I don't have enough disk space 😢 . But I am confident the template works :)
* there exist other datasets like `fquad` and `mlqa` which are candida... | closed | 2021-06-18T08:06:34 | https://api.github.com/repos/huggingface/datasets/issues/2518/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2518",
"html_url": "https://github.com/huggingface/datasets/pull/2518",
"diff_url": "https://github.com/huggingface/datasets/pull/2518.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2518.patch",
"merged_at": "2021-06-18T14:50... | true | Add task templates for tydiqa and xquad
This PR adds question-answering templates to the remaining datasets that are linked to a model on the Hub.
Notes:
* I could not test the tydiqa implementation since I don't have enough disk space 😢 . But I am confident the template works :)
* there exist other datasets l... | [
"Just tested TydiQA and it works fine :)"
] |
https://api.github.com/repos/huggingface/datasets/issues/2517 | 2,517 | Fix typo in MatthewsCorrelation class name | Close #2513. | closed | 2021-06-18T07:53:06 | https://api.github.com/repos/huggingface/datasets/issues/2517/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2517",
"html_url": "https://github.com/huggingface/datasets/pull/2517",
"diff_url": "https://github.com/huggingface/datasets/pull/2517.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2517.patch",
"merged_at": "2021-06-18T08:43... | true | Fix typo in MatthewsCorrelation class name
Close #2513. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2516 | 2,516 | datasets.map pickle issue resulting in invalid mapping function | I trained my own tokenizer, and I needed to use a python custom class. Because of this I have to detach the custom step before saving and reattach after restore. I did this using the standard pickle `__get_state__` / `__set_state__` mechanism. I think it's correct but it fails when I use it inside a function which is m... | open | 2021-06-18T06:47:26 | https://api.github.com/repos/huggingface/datasets/issues/2516/comments | null | false | datasets.map pickle issue resulting in invalid mapping function
I trained my own tokenizer, and I needed to use a python custom class. Because of this I have to detach the custom step before saving and reattach after restore. I did this using the standard pickle `__get_state__` / `__set_state__` mechanism. I think it's... | [
"Hi ! `map` calls `__getstate__` using `dill` to hash your map function. This is used by the caching mechanism to recover previously computed results. That's why you don't see any `__setstate__` call.\r\n\r\nWhy do you change an attribute of your tokenizer when `__getstate__` is called ?",
"@lhoestq because if I ... |
https://api.github.com/repos/huggingface/datasets/issues/2515 | 2,515 | CRD3 dataset card | This PR adds additional information to the CRD3 dataset card. | closed | 2021-06-18T00:24:07 | https://api.github.com/repos/huggingface/datasets/issues/2515/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2515",
"html_url": "https://github.com/huggingface/datasets/pull/2515",
"diff_url": "https://github.com/huggingface/datasets/pull/2515.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2515.patch",
"merged_at": "2021-06-21T10:18... | true | CRD3 dataset card
This PR adds additional information to the CRD3 dataset card. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2514 | 2,514 | Can datasets remove duplicated rows? | **Is your feature request related to a problem? Please describe.**
i find myself more and more relying on datasets just to do all the preprocessing. One thing however, for removing duplicated rows, I couldn't find out how and am always converting datasets to pandas to do that..
**Describe the solution you'd like*... | open | 2021-06-17T23:35:38 | https://api.github.com/repos/huggingface/datasets/issues/2514/comments | null | false | Can datasets remove duplicated rows?
**Is your feature request related to a problem? Please describe.**
i find myself more and more relying on datasets just to do all the preprocessing. One thing however, for removing duplicated rows, I couldn't find out how and am always converting datasets to pandas to do that..
... | [
"Hi ! For now this is probably the best option.\r\nWe might add a feature like this in the feature as well.\r\n\r\nDo you know any deduplication method that works on arbitrary big datasets without filling up RAM ?\r\nOtherwise we can have do the deduplication in memory like pandas but I feel like this is going to b... |
https://api.github.com/repos/huggingface/datasets/issues/2513 | 2,513 | Corelation should be Correlation | https://github.com/huggingface/datasets/blob/0e87e1d053220e8ecddfa679bcd89a4c7bc5af62/metrics/matthews_correlation/matthews_correlation.py#L66 | closed | 2021-06-17T17:28:48 | https://api.github.com/repos/huggingface/datasets/issues/2513/comments | null | false | Corelation should be Correlation
https://github.com/huggingface/datasets/blob/0e87e1d053220e8ecddfa679bcd89a4c7bc5af62/metrics/matthews_correlation/matthews_correlation.py#L66 | [
"Hi @colbym-MM, thanks for reporting. We are fixing it."
] |
https://api.github.com/repos/huggingface/datasets/issues/2512 | 2,512 | seqeval metric does not work with a recent version of sklearn: classification_report() got an unexpected keyword argument 'output_dict' | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
seqeval = load_metric("seqeval")
seqeval.compute(predictions=[['A']], references=[['A']])
```
## Expected results
The function computes a dict with ... | closed | 2021-06-17T15:36:02 | https://api.github.com/repos/huggingface/datasets/issues/2512/comments | null | false | seqeval metric does not work with a recent version of sklearn: classification_report() got an unexpected keyword argument 'output_dict'
## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
seqeval = load_met... | [
"Sorry, I was using an old version of sequeval"
] |
https://api.github.com/repos/huggingface/datasets/issues/2511 | 2,511 | Add C4 | ## Adding a Dataset
- **Name:** *C4*
- **Description:** *https://github.com/allenai/allennlp/discussions/5056*
- **Paper:** *https://arxiv.org/abs/1910.10683*
- **Data:** *https://huggingface.co/datasets/allenai/c4*
- **Motivation:** *Used a lot for pretraining*
Instructions to add a new dataset can be found [h... | closed | 2021-06-17T10:31:04 | https://api.github.com/repos/huggingface/datasets/issues/2511/comments | null | false | Add C4
## Adding a Dataset
- **Name:** *C4*
- **Description:** *https://github.com/allenai/allennlp/discussions/5056*
- **Paper:** *https://arxiv.org/abs/1910.10683*
- **Data:** *https://huggingface.co/datasets/allenai/c4*
- **Motivation:** *Used a lot for pretraining*
Instructions to add a new dataset can be f... | [
"Update on this: I'm computing the checksums of the data files. It will be available soon",
"Added in #2575 :)"
] |
https://api.github.com/repos/huggingface/datasets/issues/2510 | 2,510 | Add align_labels_with_mapping to DatasetDict | https://github.com/huggingface/datasets/pull/2457 added the `Dataset.align_labels_with_mapping` method.
In this PR I also added `DatasetDict.align_labels_with_mapping` | closed | 2021-06-17T10:03:35 | https://api.github.com/repos/huggingface/datasets/issues/2510/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2510",
"html_url": "https://github.com/huggingface/datasets/pull/2510",
"diff_url": "https://github.com/huggingface/datasets/pull/2510.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2510.patch",
"merged_at": "2021-06-17T10:45... | true | Add align_labels_with_mapping to DatasetDict
https://github.com/huggingface/datasets/pull/2457 added the `Dataset.align_labels_with_mapping` method.
In this PR I also added `DatasetDict.align_labels_with_mapping` | [] |
https://api.github.com/repos/huggingface/datasets/issues/2509 | 2,509 | Fix fingerprint when moving cache dir | The fingerprint of a dataset changes if the cache directory is moved.
I fixed that by setting the fingerprint to be the hash of:
- the relative cache dir (dataset_name/version/config_id)
- the requested split
Close #2496
I had to fix an issue with the filelock filename that was too long (>255). It prevented t... | closed | 2021-06-16T16:45:09 | https://api.github.com/repos/huggingface/datasets/issues/2509/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2509",
"html_url": "https://github.com/huggingface/datasets/pull/2509",
"diff_url": "https://github.com/huggingface/datasets/pull/2509.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2509.patch",
"merged_at": "2021-06-21T15:05... | true | Fix fingerprint when moving cache dir
The fingerprint of a dataset changes if the cache directory is moved.
I fixed that by setting the fingerprint to be the hash of:
- the relative cache dir (dataset_name/version/config_id)
- the requested split
Close #2496
I had to fix an issue with the filelock filename th... | [
"Windows, why are you doing this to me ?",
"Thanks @lhoestq, I'm starting reviewing this PR.",
"Yea issues on windows are about long paths, not long filenames.\r\nWe can make sure the lock filenames are not too long, but not for the paths",
"Took your suggestions into account @albertvillanova :)"
] |
https://api.github.com/repos/huggingface/datasets/issues/2508 | 2,508 | Load Image Classification Dataset from Local | **Is your feature request related to a problem? Please describe.**
Yes - we would like to load an image classification dataset with datasets without having to write a custom data loader.
**Describe the solution you'd like**
Given a folder structure with images of each class in each folder, the ability to load th... | closed | 2021-06-15T22:43:33 | https://api.github.com/repos/huggingface/datasets/issues/2508/comments | null | false | Load Image Classification Dataset from Local
**Is your feature request related to a problem? Please describe.**
Yes - we would like to load an image classification dataset with datasets without having to write a custom data loader.
**Describe the solution you'd like**
Given a folder structure with images of eac... | [
"Hi ! Is this folder structure a standard, a bit like imagenet ?\r\nIn this case maybe we can consider having a dataset loader for cifar-like, imagenet-like, squad-like, conll-like etc. datasets ?\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nmy_custom_cifar = load_dataset(\"cifar_like\", data_dir=\"path... |
https://api.github.com/repos/huggingface/datasets/issues/2507 | 2,507 | Rearrange JSON field names to match passed features schema field names | This PR depends on PR #2453 (which must be merged first).
Close #2366. | closed | 2021-06-15T14:10:02 | https://api.github.com/repos/huggingface/datasets/issues/2507/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2507",
"html_url": "https://github.com/huggingface/datasets/pull/2507",
"diff_url": "https://github.com/huggingface/datasets/pull/2507.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2507.patch",
"merged_at": "2021-06-16T10:47... | true | Rearrange JSON field names to match passed features schema field names
This PR depends on PR #2453 (which must be merged first).
Close #2366. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2506 | 2,506 | Add course banner | This PR adds a course banner similar to the one you can now see in the [Transformers repo](https://github.com/huggingface/transformers) that links to the course. Let me know if placement seems right to you or not, I can move it just below the badges too. | closed | 2021-06-15T14:03:54 | https://api.github.com/repos/huggingface/datasets/issues/2506/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2506",
"html_url": "https://github.com/huggingface/datasets/pull/2506",
"diff_url": "https://github.com/huggingface/datasets/pull/2506.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2506.patch",
"merged_at": "2021-06-15T16:25... | true | Add course banner
This PR adds a course banner similar to the one you can now see in the [Transformers repo](https://github.com/huggingface/transformers) that links to the course. Let me know if placement seems right to you or not, I can move it just below the badges too. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2505 | 2,505 | Make numpy arrow extractor faster | I changed the NumpyArrowExtractor to call directly to_numpy and see if it can lead to speed-ups as discussed in https://github.com/huggingface/datasets/issues/2498
This could make the numpy/torch/tf/jax formatting faster | closed | 2021-06-15T10:11:32 | https://api.github.com/repos/huggingface/datasets/issues/2505/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2505",
"html_url": "https://github.com/huggingface/datasets/pull/2505",
"diff_url": "https://github.com/huggingface/datasets/pull/2505.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2505.patch",
"merged_at": "2021-06-28T09:53... | true | Make numpy arrow extractor faster
I changed the NumpyArrowExtractor to call directly to_numpy and see if it can lead to speed-ups as discussed in https://github.com/huggingface/datasets/issues/2498
This could make the numpy/torch/tf/jax formatting faster | [
"Looks like we have a nice speed up in some benchmarks. For example:\r\n- `read_formatted numpy 5000`: 4.584777 sec -> 0.487113 sec\r\n- `read_formatted torch 5000`: 4.565676 sec -> 1.289514 sec",
"Can we convert this draft to PR @lhoestq ?",
"Ready for review ! cc @vblagoje",
"@lhoestq I tried the branch a... |
https://api.github.com/repos/huggingface/datasets/issues/2503 | 2,503 | SubjQA wrong boolean values in entries | ## Describe the bug
SubjQA seems to have a boolean that's consistently wrong.
It defines:
- question_subj_level: The subjectiviy level of the question (on a 1 to 5 scale with 1 being the most subjective).
- is_ques_subjective: A boolean subjectivity label derived from question_subj_level (i.e., scores below 4 are... | open | 2021-06-14T17:42:46 | https://api.github.com/repos/huggingface/datasets/issues/2503/comments | null | false | SubjQA wrong boolean values in entries
## Describe the bug
SubjQA seems to have a boolean that's consistently wrong.
It defines:
- question_subj_level: The subjectiviy level of the question (on a 1 to 5 scale with 1 being the most subjective).
- is_ques_subjective: A boolean subjectivity label derived from questi... | [
"Hi @arnaudstiegler, thanks for reporting. I'm investigating it.",
"@arnaudstiegler I have just checked that these mismatches are already present in the original dataset: https://github.com/megagonlabs/SubjQA\r\n\r\nWe are going to contact the dataset owners to report this.",
"I have:\r\n- opened an issue in th... |
https://api.github.com/repos/huggingface/datasets/issues/2502 | 2,502 | JAX integration | Hi !
I just added the "jax" formatting, as we already have for pytorch, tensorflow, numpy (and also pandas and arrow).
It does pretty much the same thing as the pytorch formatter except it creates jax.numpy.ndarray objects.
```python
from datasets import Dataset
d = Dataset.from_dict({"foo": [[0., 1., 2.]]})... | closed | 2021-06-14T17:24:23 | https://api.github.com/repos/huggingface/datasets/issues/2502/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2502",
"html_url": "https://github.com/huggingface/datasets/pull/2502",
"diff_url": "https://github.com/huggingface/datasets/pull/2502.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2502.patch",
"merged_at": "2021-06-21T16:15... | true | JAX integration
Hi !
I just added the "jax" formatting, as we already have for pytorch, tensorflow, numpy (and also pandas and arrow).
It does pretty much the same thing as the pytorch formatter except it creates jax.numpy.ndarray objects.
```python
from datasets import Dataset
d = Dataset.from_dict({"foo": ... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2501 | 2,501 | Add Zenodo metadata file with license | This Zenodo metadata file fixes the name of the `Datasets` license appearing in the DOI as `"Apache-2.0"`, which otherwise by default is `"other-open"`.
Close #2472. | closed | 2021-06-14T16:28:12 | https://api.github.com/repos/huggingface/datasets/issues/2501/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2501",
"html_url": "https://github.com/huggingface/datasets/pull/2501",
"diff_url": "https://github.com/huggingface/datasets/pull/2501.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2501.patch",
"merged_at": "2021-06-14T16:49... | true | Add Zenodo metadata file with license
This Zenodo metadata file fixes the name of the `Datasets` license appearing in the DOI as `"Apache-2.0"`, which otherwise by default is `"other-open"`.
Close #2472. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2500 | 2,500 | Add load_dataset_builder | Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself.
TODOs:
- [x] Add docstring and entry in the docs
- [x] Add tests
Closes #2484
| closed | 2021-06-14T14:27:45 | https://api.github.com/repos/huggingface/datasets/issues/2500/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2500",
"html_url": "https://github.com/huggingface/datasets/pull/2500",
"diff_url": "https://github.com/huggingface/datasets/pull/2500.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2500.patch",
"merged_at": "2021-07-05T10:45... | true | Add load_dataset_builder
Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself.
TODOs:
- [x] Add docstring and entry in the docs
- [x] Add tests
Closes #2484
| [
"Hi @mariosasko, thanks for taking on this issue.\r\n\r\nJust a few logistic suggestions, as you are one of our most active contributors ❤️ :\r\n- When you start working on an issue, you can self-assign it to you by commenting on the issue page with the keyword: `#self-assign`; we have implemented a GitHub Action t... |
https://api.github.com/repos/huggingface/datasets/issues/2499 | 2,499 | Python Programming Puzzles | ## Adding a Dataset
- **Name:** Python Programming Puzzles
- **Description:** Programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis
- **Paper:** https://arxiv.org/pdf/2106.05784.pdf
- **Data:** https://github.com/microsoft/PythonProgrammingPuzzles ([Scro... | open | 2021-06-14T13:27:18 | https://api.github.com/repos/huggingface/datasets/issues/2499/comments | null | false | Python Programming Puzzles
## Adding a Dataset
- **Name:** Python Programming Puzzles
- **Description:** Programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis
- **Paper:** https://arxiv.org/pdf/2106.05784.pdf
- **Data:** https://github.com/microsoft/Pyt... | [
"👀 @TalSchuster",
"Thanks @VictorSanh!\r\nThere's also a [notebook](https://aka.ms/python_puzzles) and [demo](https://aka.ms/python_puzzles_study) available now to try out some of the puzzles"
] |
https://api.github.com/repos/huggingface/datasets/issues/2498 | 2,498 | Improve torch formatting performance | **Is your feature request related to a problem? Please describe.**
It would be great, if possible, to further improve read performance of raw encoded datasets and their subsequent conversion to torch tensors.
A bit more background. I am working on LM pre-training using HF ecosystem. We use encoded HF Wikipedia an... | open | 2021-06-14T13:25:24 | https://api.github.com/repos/huggingface/datasets/issues/2498/comments | null | false | Improve torch formatting performance
**Is your feature request related to a problem? Please describe.**
It would be great, if possible, to further improve read performance of raw encoded datasets and their subsequent conversion to torch tensors.
A bit more background. I am working on LM pre-training using HF ecos... | [
"That’s interesting thanks, let’s see what we can do. Can you detail your last sentence? I’m not sure I understand it well.",
"Hi ! I just re-ran a quick benchmark and using `to_numpy()` seems to be faster now:\r\n\r\n```python\r\nimport pyarrow as pa # I used pyarrow 3.0.0\r\nimport numpy as np\r\n\r\nn, max_le... |
https://api.github.com/repos/huggingface/datasets/issues/2497 | 2,497 | Use default cast for sliced list arrays if pyarrow >= 4 | From pyarrow version 4, it is supported to cast sliced lists.
This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4.
In relation with PR #2461 and #2490.
cc: @lhoestq, @abhi1thakur, @SBrandeis | closed | 2021-06-14T10:02:47 | https://api.github.com/repos/huggingface/datasets/issues/2497/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2497",
"html_url": "https://github.com/huggingface/datasets/pull/2497",
"diff_url": "https://github.com/huggingface/datasets/pull/2497.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2497.patch",
"merged_at": "2021-06-14T14:24... | true | Use default cast for sliced list arrays if pyarrow >= 4
From pyarrow version 4, it is supported to cast sliced lists.
This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4.
In relation with PR #2461 and #2490.
cc: @lhoestq, @abhi1thakur, @SBrandeis | [
"I believe we don't use PyArrow >= 4.0.0 because of some segfault issues:\r\nhttps://github.com/huggingface/datasets/blob/1206ffbcd42dda415f6bfb3d5040708f50413c93/setup.py#L78\r\nCan you confirm @lhoestq ?",
"@SBrandeis pyarrow version 4.0.1 has fixed that issue: #2489 😉 "
] |
https://api.github.com/repos/huggingface/datasets/issues/2496 | 2,496 | Dataset fingerprint changes after moving the cache directory, which prevent cache reload when using `map` | `Dataset.map` uses the dataset fingerprint (a hash) for caching.
However the fingerprint seems to change when someone moves the cache directory of the dataset.
This is because it uses the default fingerprint generation:
1. the dataset path is used to get the fingerprint
2. the modification times of the arrow file... | closed | 2021-06-14T09:20:26 | https://api.github.com/repos/huggingface/datasets/issues/2496/comments | null | false | Dataset fingerprint changes after moving the cache directory, which prevent cache reload when using `map`
`Dataset.map` uses the dataset fingerprint (a hash) for caching.
However the fingerprint seems to change when someone moves the cache directory of the dataset.
This is because it uses the default fingerprint ge... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2495 | 2,495 | JAX formatting | We already support pytorch, tensorflow, numpy, pandas and arrow dataset formatting. Let's add jax as well | closed | 2021-06-14T08:32:07 | https://api.github.com/repos/huggingface/datasets/issues/2495/comments | null | false | JAX formatting
We already support pytorch, tensorflow, numpy, pandas and arrow dataset formatting. Let's add jax as well | [] |
https://api.github.com/repos/huggingface/datasets/issues/2494 | 2,494 | Improve docs on Enhancing performance | In the ["Enhancing performance"](https://huggingface.co/docs/datasets/loading_datasets.html#enhancing-performance) section of docs, add specific use cases:
- How to make datasets the fastest
- How to make datasets take the less RAM
- How to make datasets take the less hard drive mem
cc: @thomwolf
| open | 2021-06-14T08:11:48 | https://api.github.com/repos/huggingface/datasets/issues/2494/comments | null | false | Improve docs on Enhancing performance
In the ["Enhancing performance"](https://huggingface.co/docs/datasets/loading_datasets.html#enhancing-performance) section of docs, add specific use cases:
- How to make datasets the fastest
- How to make datasets take the less RAM
- How to make datasets take the less hard drive... | [
"Hi @albertvillanova, I hope you are doing well.\r\n\r\nI am interested in this issue, is this still unresolved and open ?\r\n\r\nThe link you have provided in the above message directs to a webpage that does not exist.\r\n\r\nThanks and Regards",
"#self-assign"
] |
https://api.github.com/repos/huggingface/datasets/issues/2493 | 2,493 | add tensorflow-macos support | ref - https://github.com/huggingface/datasets/issues/2068 | closed | 2021-06-13T16:20:08 | https://api.github.com/repos/huggingface/datasets/issues/2493/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2493",
"html_url": "https://github.com/huggingface/datasets/pull/2493",
"diff_url": "https://github.com/huggingface/datasets/pull/2493.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2493.patch",
"merged_at": "2021-06-15T08:53... | true | add tensorflow-macos support
ref - https://github.com/huggingface/datasets/issues/2068 | [
"@albertvillanova done!"
] |
https://api.github.com/repos/huggingface/datasets/issues/2492 | 2,492 | Eduge | Hi, awesome folks behind the huggingface!
Here is my PR for the text classification dataset in Mongolian.
Please do let me know in case you have anything to clarify.
Thanks & Regards,
Enod | closed | 2021-06-13T05:10:59 | https://api.github.com/repos/huggingface/datasets/issues/2492/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2492",
"html_url": "https://github.com/huggingface/datasets/pull/2492",
"diff_url": "https://github.com/huggingface/datasets/pull/2492.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2492.patch",
"merged_at": "2021-06-16T10:41... | true | Eduge
Hi, awesome folks behind the huggingface!
Here is my PR for the text classification dataset in Mongolian.
Please do let me know in case you have anything to clarify.
Thanks & Regards,
Enod | [] |
https://api.github.com/repos/huggingface/datasets/issues/2491 | 2,491 | add eduge classification dataset | closed | 2021-06-13T04:37:01 | https://api.github.com/repos/huggingface/datasets/issues/2491/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2491",
"html_url": "https://github.com/huggingface/datasets/pull/2491",
"diff_url": "https://github.com/huggingface/datasets/pull/2491.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2491.patch",
"merged_at": null
} | true | add eduge classification dataset
| [
"Closing this PR as I'll submit a new one - bug free"
] | |
https://api.github.com/repos/huggingface/datasets/issues/2490 | 2,490 | Allow latest pyarrow version | Allow latest pyarrow version, once that version 4.0.1 fixes the segfault bug introduced in version 4.0.0.
Close #2489. | closed | 2021-06-12T14:17:34 | https://api.github.com/repos/huggingface/datasets/issues/2490/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2490",
"html_url": "https://github.com/huggingface/datasets/pull/2490",
"diff_url": "https://github.com/huggingface/datasets/pull/2490.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2490.patch",
"merged_at": "2021-06-14T07:53... | true | Allow latest pyarrow version
Allow latest pyarrow version, once that version 4.0.1 fixes the segfault bug introduced in version 4.0.0.
Close #2489. | [
"i need some help with this"
] |
https://api.github.com/repos/huggingface/datasets/issues/2489 | 2,489 | Allow latest pyarrow version once segfault bug is fixed | As pointed out by @symeneses (see https://github.com/huggingface/datasets/pull/2268#issuecomment-860048613), pyarrow has fixed the segfault bug present in version 4.0.0 (see https://issues.apache.org/jira/browse/ARROW-12568):
- it was fixed on 3 May 2021
- version 4.0.1 was released on 19 May 2021 with the bug fix | closed | 2021-06-12T14:09:52 | https://api.github.com/repos/huggingface/datasets/issues/2489/comments | null | false | Allow latest pyarrow version once segfault bug is fixed
As pointed out by @symeneses (see https://github.com/huggingface/datasets/pull/2268#issuecomment-860048613), pyarrow has fixed the segfault bug present in version 4.0.0 (see https://issues.apache.org/jira/browse/ARROW-12568):
- it was fixed on 3 May 2021
- versi... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2488 | 2,488 | Set configurable downloaded datasets path | Part of #2480. | closed | 2021-06-12T09:09:03 | https://api.github.com/repos/huggingface/datasets/issues/2488/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2488",
"html_url": "https://github.com/huggingface/datasets/pull/2488",
"diff_url": "https://github.com/huggingface/datasets/pull/2488.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2488.patch",
"merged_at": "2021-06-14T08:29... | true | Set configurable downloaded datasets path
Part of #2480. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2487 | 2,487 | Set configurable extracted datasets path | Part of #2480. | closed | 2021-06-12T05:47:29 | https://api.github.com/repos/huggingface/datasets/issues/2487/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2487",
"html_url": "https://github.com/huggingface/datasets/pull/2487",
"diff_url": "https://github.com/huggingface/datasets/pull/2487.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2487.patch",
"merged_at": "2021-06-14T09:02... | true | Set configurable extracted datasets path
Part of #2480. | [
"Let me push a small fix... 😉 ",
"Thanks !"
] |
https://api.github.com/repos/huggingface/datasets/issues/2486 | 2,486 | Add Rico Dataset | Hi there!
I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` lib.
1) There ... | closed | 2021-06-11T20:17:41 | https://api.github.com/repos/huggingface/datasets/issues/2486/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2486",
"html_url": "https://github.com/huggingface/datasets/pull/2486",
"diff_url": "https://github.com/huggingface/datasets/pull/2486.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2486.patch",
"merged_at": null
} | true | Add Rico Dataset
Hi there!
I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` ... | [
"Hi ! Thanks for adding this dataset :)\r\n\r\nRegarding your questions:\r\n1. We can have them as different configuration of the `rico` dataset\r\n2. Yes please use the path to the image and not open the image directly, so that we can let users open the image one at at time during training if they want to for exam... |
https://api.github.com/repos/huggingface/datasets/issues/2485 | 2,485 | Implement layered building | As discussed with @stas00 and @lhoestq (see also here https://github.com/huggingface/datasets/issues/2481#issuecomment-859712190):
> My suggestion for this would be to have this enabled by default.
>
> Plus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered b... | open | 2021-06-11T18:54:25 | https://api.github.com/repos/huggingface/datasets/issues/2485/comments | null | false | Implement layered building
As discussed with @stas00 and @lhoestq (see also here https://github.com/huggingface/datasets/issues/2481#issuecomment-859712190):
> My suggestion for this would be to have this enabled by default.
>
> Plus I don't know if there should be a dedicated issue to that is another functionali... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2484 | 2,484 | Implement loading a dataset builder | As discussed with @stas00 and @lhoestq, this would allow things like:
```python
from datasets import load_dataset_builder
dataset_name = "openwebtext"
builder = load_dataset_builder(dataset_name)
print(builder.cache_dir)
``` | closed | 2021-06-11T18:47:22 | https://api.github.com/repos/huggingface/datasets/issues/2484/comments | null | false | Implement loading a dataset builder
As discussed with @stas00 and @lhoestq, this would allow things like:
```python
from datasets import load_dataset_builder
dataset_name = "openwebtext"
builder = load_dataset_builder(dataset_name)
print(builder.cache_dir)
``` | [
"#self-assign"
] |
https://api.github.com/repos/huggingface/datasets/issues/2483 | 2,483 | Use gc.collect only when needed to avoid slow downs | In https://github.com/huggingface/datasets/commit/42320a110d9d072703814e1f630a0d90d626a1e6 we added a call to gc.collect to resolve some issues on windows (see https://github.com/huggingface/datasets/pull/2482)
However calling gc.collect too often causes significant slow downs (the CI run time doubled).
So I just m... | closed | 2021-06-11T15:09:30 | https://api.github.com/repos/huggingface/datasets/issues/2483/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2483",
"html_url": "https://github.com/huggingface/datasets/pull/2483",
"diff_url": "https://github.com/huggingface/datasets/pull/2483.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2483.patch",
"merged_at": "2021-06-11T15:31... | true | Use gc.collect only when needed to avoid slow downs
In https://github.com/huggingface/datasets/commit/42320a110d9d072703814e1f630a0d90d626a1e6 we added a call to gc.collect to resolve some issues on windows (see https://github.com/huggingface/datasets/pull/2482)
However calling gc.collect too often causes significan... | [
"I continue thinking that the origin of the issue has to do with tqdm (and not with Arrow): this issue only arises for version 4.50.0 (and later) of tqdm, not for previous versions of tqdm.\r\n\r\nMy guess is that tqdm made a change from version 4.50.0 that does not properly release the iterable. ",
"FR"
] |
https://api.github.com/repos/huggingface/datasets/issues/2482 | 2,482 | Allow to use tqdm>=4.50.0 | We used to have permission errors on windows whith the latest versions of tqdm (see [here](https://app.circleci.com/pipelines/github/huggingface/datasets/6365/workflows/24f7c960-3176-43a5-9652-7830a23a981e/jobs/39232))
They were due to open arrow files not properly closed by pyarrow.
Since https://github.com/huggin... | closed | 2021-06-11T14:49:21 | https://api.github.com/repos/huggingface/datasets/issues/2482/comments | {
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"patch_url": "https://github.com/huggingface/datasets/pull/2482.patch",
"merged_at": "2021-06-11T15:11... | true | Allow to use tqdm>=4.50.0
We used to have permission errors on windows whith the latest versions of tqdm (see [here](https://app.circleci.com/pipelines/github/huggingface/datasets/6365/workflows/24f7c960-3176-43a5-9652-7830a23a981e/jobs/39232))
They were due to open arrow files not properly closed by pyarrow.
Since... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2481 | 2,481 | Delete extracted files to save disk space | As discussed with @stas00 and @lhoestq, allowing the deletion of extracted files would save a great amount of disk space to typical user. | closed | 2021-06-11T12:21:52 | https://api.github.com/repos/huggingface/datasets/issues/2481/comments | null | false | Delete extracted files to save disk space
As discussed with @stas00 and @lhoestq, allowing the deletion of extracted files would save a great amount of disk space to typical user. | [
"My suggestion for this would be to have this enabled by default.\r\n\r\nPlus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered building rather than all at once. That is:\r\n\r\n1. uncompress a handful of files via a generator enough to generate one arrow file... |
https://api.github.com/repos/huggingface/datasets/issues/2480 | 2,480 | Set download/extracted paths configurable | As discussed with @stas00 and @lhoestq, setting these paths configurable may allow to overcome disk space limitation on different partitions/drives.
TODO:
- [x] Set configurable extracted datasets path: #2487
- [x] Set configurable downloaded datasets path: #2488
- [ ] Set configurable "incomplete" datasets path? | open | 2021-06-11T12:20:24 | https://api.github.com/repos/huggingface/datasets/issues/2480/comments | null | false | Set download/extracted paths configurable
As discussed with @stas00 and @lhoestq, setting these paths configurable may allow to overcome disk space limitation on different partitions/drives.
TODO:
- [x] Set configurable extracted datasets path: #2487
- [x] Set configurable downloaded datasets path: #2488
- [ ] Se... | [
"For example to be able to send uncompressed and temp build files to another volume/partition, so that the user gets the minimal disk usage on their primary setup - and ends up with just the downloaded compressed data + arrow files, but outsourcing the huge files and building to another partition. e.g. on JZ there... |
https://api.github.com/repos/huggingface/datasets/issues/2479 | 2,479 | ❌ load_datasets ❌ | closed | 2021-06-11T12:14:36 | https://api.github.com/repos/huggingface/datasets/issues/2479/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2479",
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"merged_at": "2021-06-11T14:46... | true | ❌ load_datasets ❌
| [] | |
https://api.github.com/repos/huggingface/datasets/issues/2478 | 2,478 | Create release script | Create a script so that releases can be done automatically (as done in `transformers`). | open | 2021-06-11T09:38:02 | https://api.github.com/repos/huggingface/datasets/issues/2478/comments | null | false | Create release script
Create a script so that releases can be done automatically (as done in `transformers`). | [
"I've aligned the release script with Transformers in #6004, so I think this issue can be closed."
] |
https://api.github.com/repos/huggingface/datasets/issues/2477 | 2,477 | Fix docs custom stable version | Currently docs default version is 1.5.0. This PR fixes this and sets the latest version instead. | closed | 2021-06-11T07:26:03 | https://api.github.com/repos/huggingface/datasets/issues/2477/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2477",
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"merged_at": "2021-06-14T08:20... | true | Fix docs custom stable version
Currently docs default version is 1.5.0. This PR fixes this and sets the latest version instead. | [
"I see that @lhoestq overlooked this PR with his commit 07e2b05. 😢 \r\n\r\nI'm adding a script so that this issue does not happen again.\r\n",
"For the moment, the script only includes `update_custom_js`, but in a follow-up PR I will include all the required steps to make a package release.",
"I think we just ... |
https://api.github.com/repos/huggingface/datasets/issues/2476 | 2,476 | Add TimeDial | Dataset: https://github.com/google-research-datasets/TimeDial
To-Do: Update README.md and add YAML tags | closed | 2021-06-10T18:33:07 | https://api.github.com/repos/huggingface/datasets/issues/2476/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2476",
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"patch_url": "https://github.com/huggingface/datasets/pull/2476.patch",
"merged_at": "2021-07-30T12:57... | true | Add TimeDial
Dataset: https://github.com/google-research-datasets/TimeDial
To-Do: Update README.md and add YAML tags | [
"Hi @lhoestq,\r\nI've pushed the updated README and tags. Let me know if anything is missing/needs some improvement!\r\n\r\n~PS. I don't know why it's not triggering the build~"
] |
https://api.github.com/repos/huggingface/datasets/issues/2475 | 2,475 | Issue in timit_asr database | ## Describe the bug
I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows).
I am using the next code line
dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10))
The above code result with the same sentence duplicated ten times.
It al... | closed | 2021-06-10T18:05:29 | https://api.github.com/repos/huggingface/datasets/issues/2475/comments | null | false | Issue in timit_asr database
## Describe the bug
I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows).
I am using the next code line
dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10))
The above code result with the same sentence ... | [
"This bug was fixed in #1995. Upgrading datasets to version 1.6 fixes the issue!",
"Indeed was a fixed bug.\r\nWorks on version 1.8\r\nThanks "
] |
https://api.github.com/repos/huggingface/datasets/issues/2474 | 2,474 | cache_dir parameter for load_from_disk ? | **Is your feature request related to a problem? Please describe.**
When using Google Colab big datasets can be an issue, as they won't fit on the VM's disk. Therefore mounting google drive could be a possible solution. Unfortunatly when loading my own dataset by using the _load_from_disk_ function, the data gets cache... | closed | 2021-06-10T17:39:36 | https://api.github.com/repos/huggingface/datasets/issues/2474/comments | null | false | cache_dir parameter for load_from_disk ?
**Is your feature request related to a problem? Please describe.**
When using Google Colab big datasets can be an issue, as they won't fit on the VM's disk. Therefore mounting google drive could be a possible solution. Unfortunatly when loading my own dataset by using the _load... | [
"Hi ! `load_from_disk` doesn't move the data. If you specify a local path to your mounted drive, then the dataset is going to be loaded directly from the arrow file in this directory. The cache files that result from `map` operations are also stored in the same directory by default.\r\n\r\nHowever note than writing... |
https://api.github.com/repos/huggingface/datasets/issues/2473 | 2,473 | Add Disfl-QA | Dataset: https://github.com/google-research-datasets/disfl-qa
To-Do: Update README.md and add YAML tags | closed | 2021-06-10T16:18:00 | https://api.github.com/repos/huggingface/datasets/issues/2473/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2473",
"html_url": "https://github.com/huggingface/datasets/pull/2473",
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"patch_url": "https://github.com/huggingface/datasets/pull/2473.patch",
"merged_at": "2021-07-29T11:56... | true | Add Disfl-QA
Dataset: https://github.com/google-research-datasets/disfl-qa
To-Do: Update README.md and add YAML tags | [
"Sounds great! It'll make things easier for the user while accessing the dataset. I'll make some changes to the current file then.",
"I've updated with the suggested changes. Updated the README, YAML tags as well (not sure of Size category tag as I couldn't pass the path of `dataset_infos.json` for this dataset)\... |
https://api.github.com/repos/huggingface/datasets/issues/2472 | 2,472 | Fix automatic generation of Zenodo DOI | After the last release of Datasets (1.8.0), the automatic generation of the Zenodo DOI failed: it appears in yellow as "Received", instead of in green as "Published".
I have contacted Zenodo support to fix this issue.
TODO:
- [x] Check with Zenodo to fix the issue
- [x] Check BibTeX entry is right | closed | 2021-06-10T15:15:46 | https://api.github.com/repos/huggingface/datasets/issues/2472/comments | null | false | Fix automatic generation of Zenodo DOI
After the last release of Datasets (1.8.0), the automatic generation of the Zenodo DOI failed: it appears in yellow as "Received", instead of in green as "Published".
I have contacted Zenodo support to fix this issue.
TODO:
- [x] Check with Zenodo to fix the issue
- [x] Ch... | [
"I have received a reply from Zenodo support:\r\n> We are currently investigating and fixing this issue related to GitHub releases. As soon as we have solved it we will reach back to you.",
"Other repo maintainers had the same problem with Zenodo. \r\n\r\nThere is an open issue on their GitHub repo: zenodo/zenodo... |
https://api.github.com/repos/huggingface/datasets/issues/2471 | 2,471 | Fix PermissionError on Windows when using tqdm >=4.50.0 | See: https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111
```
PermissionError: [WinError 32] The process cannot access the file because it is being used by another process
``` | closed | 2021-06-10T08:31:49 | https://api.github.com/repos/huggingface/datasets/issues/2471/comments | null | false | Fix PermissionError on Windows when using tqdm >=4.50.0
See: https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111
```
PermissionError: [WinError 32] The process cannot access the file because it is being used by another process
``` | [] |
https://api.github.com/repos/huggingface/datasets/issues/2470 | 2,470 | Crash when `num_proc` > dataset length for `map()` on a `datasets.Dataset`. | ## Describe the bug
Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`.
I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure whether the issue is on my end, because it's difficult for me to debug! Any ti... | closed | 2021-06-09T22:40:22 | https://api.github.com/repos/huggingface/datasets/issues/2470/comments | null | false | Crash when `num_proc` > dataset length for `map()` on a `datasets.Dataset`.
## Describe the bug
Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`.
I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure wh... | [
"Hi ! It looks like the issue comes from pyarrow. What version of pyarrow are you using ? How did you install it ?",
"Thank you for the quick reply! I have `pyarrow==4.0.0`, and I am installing with `pip`. It's not one of my explicit dependencies, so I assume it came along with something else.",
"Could you tryi... |
https://api.github.com/repos/huggingface/datasets/issues/2469 | 2,469 | Bump tqdm version | closed | 2021-06-09T17:24:40 | https://api.github.com/repos/huggingface/datasets/issues/2469/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2469",
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"merged_at": null
} | true | Bump tqdm version
| [
"i tried both the latest version of `tqdm` and the version required by `autonlp` - no luck with windows 😞 \r\n\r\nit's very weird that a progress bar would trigger these kind of errors, so i'll have a look to see if it's something unique to `datasets`",
"Closing since this is now fixed in #2482 "
] | |
https://api.github.com/repos/huggingface/datasets/issues/2468 | 2,468 | Implement ClassLabel encoding in JSON loader | Close #2365. | closed | 2021-06-09T17:08:54 | https://api.github.com/repos/huggingface/datasets/issues/2468/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2468",
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"merged_at": "2021-06-28T15:05... | true | Implement ClassLabel encoding in JSON loader
Close #2365. | [
"No, nevermind @lhoestq. Thanks to you for your reviews!"
] |
https://api.github.com/repos/huggingface/datasets/issues/2466 | 2,466 | change udpos features structure | The structure is change such that each example is a sentence
The change is done for issues:
#2061
#2444
Close #2061 , close #2444. | closed | 2021-06-09T08:03:31 | https://api.github.com/repos/huggingface/datasets/issues/2466/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2466",
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"merged_at": "2021-06-16T10:41... | true | change udpos features structure
The structure is change such that each example is a sentence
The change is done for issues:
#2061
#2444
Close #2061 , close #2444. | [
"Let's add the tags in another PR. Thanks again !",
"Close #2061 , close #2444."
] |
https://api.github.com/repos/huggingface/datasets/issues/2465 | 2,465 | adding masahaner dataset | Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner
@lhoestq , can you please review | closed | 2021-06-08T21:20:25 | https://api.github.com/repos/huggingface/datasets/issues/2465/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2465",
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"merged_at": "2021-06-14T14:59... | true | adding masahaner dataset
Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner
@lhoestq , can you please review | [
"Thank you for the review. ",
"Thanks a lot for the corrections and comments. \r\n\r\nI have resolved point 2. The make style still throws some errors, please see below\r\n\r\nblack --line-length 119 --target-version py36 tests src benchmarks datasets/**/*.py metrics\r\n/bin/sh: 1: black: not found\r\nMakefile:13... |
https://api.github.com/repos/huggingface/datasets/issues/2464 | 2,464 | fix: adjusting indexing for the labels. | The labels index were mismatching the actual ones used in the dataset. Specifically `0` is used for `SUPPORTS` and `1` is used for `REFUTES`
After this change, the `README.md` now reflects the content of `dataset_infos.json`.
Signed-off-by: Matteo Manica <drugilsberg@gmail.com> | closed | 2021-06-08T20:47:25 | https://api.github.com/repos/huggingface/datasets/issues/2464/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2464",
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"merged_at": "2021-06-09T09:10... | true | fix: adjusting indexing for the labels.
The labels index were mismatching the actual ones used in the dataset. Specifically `0` is used for `SUPPORTS` and `1` is used for `REFUTES`
After this change, the `README.md` now reflects the content of `dataset_infos.json`.
Signed-off-by: Matteo Manica <drugilsberg@gmail.c... | [
"> Good catch ! Thanks for fixing it\r\n\r\nMy pleasure🙏"
] |
https://api.github.com/repos/huggingface/datasets/issues/2463 | 2,463 | Fix proto_qa download link | Fixes #2459
Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq. | closed | 2021-06-08T20:23:16 | https://api.github.com/repos/huggingface/datasets/issues/2463/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2463",
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"merged_at": "2021-06-10T08:31... | true | Fix proto_qa download link
Fixes #2459
Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2462 | 2,462 | Merge DatasetDict and Dataset | As discussed in #2424 and #2437 (please see there for detailed conversation):
- It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset.
- The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical" end users.
- A user expects... | open | 2021-06-08T19:22:04 | https://api.github.com/repos/huggingface/datasets/issues/2462/comments | null | false | Merge DatasetDict and Dataset
As discussed in #2424 and #2437 (please see there for detailed conversation):
- It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset.
- The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical"... | [
"Any update on this? @lhoestq ",
"Unless there is high demande I don't think we will end up implementing this. This is a lot of work with very few advantages"
] |
https://api.github.com/repos/huggingface/datasets/issues/2461 | 2,461 | Support sliced list arrays in cast | There is this issue in pyarrow:
```python
import pyarrow as pa
arr = pa.array([[i * 10] for i in range(4)])
arr.cast(pa.list_(pa.int32())) # works
arr = arr.slice(1)
arr.cast(pa.list_(pa.int32())) # fails
# ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented")
```
Howev... | closed | 2021-06-08T17:38:47 | https://api.github.com/repos/huggingface/datasets/issues/2461/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2461",
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"patch_url": "https://github.com/huggingface/datasets/pull/2461.patch",
"merged_at": "2021-06-08T17:56... | true | Support sliced list arrays in cast
There is this issue in pyarrow:
```python
import pyarrow as pa
arr = pa.array([[i * 10] for i in range(4)])
arr.cast(pa.list_(pa.int32())) # works
arr = arr.slice(1)
arr.cast(pa.list_(pa.int32())) # fails
# ArrowNotImplementedError("Casting sliced lists (non-zero offset) ... | [] |
https://api.github.com/repos/huggingface/datasets/issues/2460 | 2,460 | Revert default in-memory for small datasets | Close #2458 | closed | 2021-06-08T17:14:23 | https://api.github.com/repos/huggingface/datasets/issues/2460/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2460",
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"merged_at": "2021-06-08T17:55... | true | Revert default in-memory for small datasets
Close #2458 | [
"Thank you for this welcome change guys!"
] |
https://api.github.com/repos/huggingface/datasets/issues/2459 | 2,459 | `Proto_qa` hosting seems to be broken | ## Describe the bug
The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now.
@zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py`
## Steps to reproduce the bug
```python
from datasets impo... | closed | 2021-06-08T16:16:32 | https://api.github.com/repos/huggingface/datasets/issues/2459/comments | null | false | `Proto_qa` hosting seems to be broken
## Describe the bug
The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now.
@zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py`
## Steps to reproduce ... | [
"@VictorSanh , I think @mariosasko is already working on it. "
] |
https://api.github.com/repos/huggingface/datasets/issues/2458 | 2,458 | Revert default in-memory for small datasets | Users are reporting issues and confusion about setting default in-memory to True for small datasets.
We see 2 clear use cases of Datasets:
- the "canonical" way, where you can work with very large datasets, as they are memory-mapped and cached (after every transformation)
- some edge cases (speed benchmarks, inter... | closed | 2021-06-08T15:51:41 | https://api.github.com/repos/huggingface/datasets/issues/2458/comments | null | false | Revert default in-memory for small datasets
Users are reporting issues and confusion about setting default in-memory to True for small datasets.
We see 2 clear use cases of Datasets:
- the "canonical" way, where you can work with very large datasets, as they are memory-mapped and cached (after every transformation)... | [
"cc: @krandiash (pinged in reverted PR)."
] |
https://api.github.com/repos/huggingface/datasets/issues/2457 | 2,457 | Add align_labels_with_mapping function | This PR adds a helper function to align the `label2id` mapping between a `datasets.Dataset` and a classifier (e.g. a transformer with a `PretrainedConfig.label2id` dict), with the alignment performed on the dataset itself.
This will help us with the Hub evaluation, where we won't know in advance whether a model that... | closed | 2021-06-08T13:54:00 | https://api.github.com/repos/huggingface/datasets/issues/2457/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2457",
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"patch_url": "https://github.com/huggingface/datasets/pull/2457.patch",
"merged_at": "2021-06-17T09:56... | true | Add align_labels_with_mapping function
This PR adds a helper function to align the `label2id` mapping between a `datasets.Dataset` and a classifier (e.g. a transformer with a `PretrainedConfig.label2id` dict), with the alignment performed on the dataset itself.
This will help us with the Hub evaluation, where we won... | [
"@lhoestq i think this is ready for another review 🙂 ",
"@lhoestq thanks for the feedback - it's now integrated :) \r\n\r\ni also added a comment about sorting the input label IDs",
"Created the PR here: https://github.com/huggingface/datasets/pull/2510",
"> Thanks ! Looks all good now :)\r\n> \r\n> We will ... |
https://api.github.com/repos/huggingface/datasets/issues/2456 | 2,456 | Fix cross-reference typos in documentation | Fix some minor typos in docs that avoid the creation of cross-reference links. | closed | 2021-06-08T09:45:14 | https://api.github.com/repos/huggingface/datasets/issues/2456/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2456",
"html_url": "https://github.com/huggingface/datasets/pull/2456",
"diff_url": "https://github.com/huggingface/datasets/pull/2456.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2456.patch",
"merged_at": "2021-06-08T17:41... | true | Fix cross-reference typos in documentation
Fix some minor typos in docs that avoid the creation of cross-reference links. | [] |
https://api.github.com/repos/huggingface/datasets/issues/2455 | 2,455 | Update version in xor_tydi_qa.py | Fix #2449
@lhoestq Should I revert to the old `dummy/1.0.0` or delete it and keep only `dummy/1.1.0`? | closed | 2021-06-08T02:23:45 | https://api.github.com/repos/huggingface/datasets/issues/2455/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2455",
"html_url": "https://github.com/huggingface/datasets/pull/2455",
"diff_url": "https://github.com/huggingface/datasets/pull/2455.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2455.patch",
"merged_at": "2021-06-14T15:35... | true | Update version in xor_tydi_qa.py
Fix #2449
@lhoestq Should I revert to the old `dummy/1.0.0` or delete it and keep only `dummy/1.1.0`? | [
"Hi ! Thanks for updating the version\r\n\r\n> Should I revert to the old dummy/1.0.0 or delete it and keep only dummy/1.1.0?\r\n\r\nFeel free to delete the old dummy data files\r\n"
] |
https://api.github.com/repos/huggingface/datasets/issues/2454 | 2,454 | Rename config and environment variable for in memory max size | As discussed in #2409, both config and environment variable have been renamed.
cc: @stas00, huggingface/transformers#12056 | closed | 2021-06-07T19:21:08 | https://api.github.com/repos/huggingface/datasets/issues/2454/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/2454",
"html_url": "https://github.com/huggingface/datasets/pull/2454",
"diff_url": "https://github.com/huggingface/datasets/pull/2454.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/2454.patch",
"merged_at": "2021-06-07T20:43... | true | Rename config and environment variable for in memory max size
As discussed in #2409, both config and environment variable have been renamed.
cc: @stas00, huggingface/transformers#12056 | [
"Thank you for the rename, @albertvillanova!"
] |
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