id stringlengths 18 24 | number int64 2 8.48k | title stringlengths 1 290 | body stringlengths 0 228k | state stringclasses 2
values | createdAt timestamp[s]date 2020-04-14 18:18:51 2026-08-13 03:02:44 | updatedAt timestamp[s]date 2020-04-29 09:23:05 2026-08-15 04:47:12 | closedAt timestamp[s]date 2020-04-29 09:23:05 2026-07-28 10:29:56 ⌀ | url stringlengths 48 51 | author dict | labels dict | comments listlengths 0 30 |
|---|---|---|---|---|---|---|---|---|---|---|---|
MDU6SXNzdWU5MTkwOTI2MzU= | 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 | 2021-07-05T10:45:57 | 2021-07-05T10:45:57 | https://github.com/huggingface/datasets/issues/2484 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"#self-assign"
] |
MDU6SXNzdWU5MTg2ODAxNjg= | 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 | 2021-07-19T09:08:18 | 2021-07-19T09:08:18 | https://github.com/huggingface/datasets/issues/2481 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"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... |
MDU6SXNzdWU5MTg2Nzg1Nzg= | 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 | 2021-06-15T14:23:49 | null | https://github.com/huggingface/datasets/issues/2480 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"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... |
MDU6SXNzdWU5MTg1MDc1MTA= | 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 | 2023-07-20T13:22:23 | null | https://github.com/huggingface/datasets/issues/2478 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"I've aligned the release script with Transformers in #6004, so I think this issue can be closed."
] |
MDU6SXNzdWU5MTc2NTA4ODI= | 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 | 2021-06-13T08:13:50 | 2021-06-13T08:13:13 | https://github.com/huggingface/datasets/issues/2475 | {
"login": "hrahamim"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"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 "
] |
MDU6SXNzdWU5MTc2MjIwNTU= | 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 | 2022-02-16T14:55:01 | 2022-02-16T14:55:00 | https://github.com/huggingface/datasets/issues/2474 | {
"login": "chbensch"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"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... |
MDU6SXNzdWU5MTc0NjM4MjE= | 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 | 2021-06-14T16:49:42 | 2021-06-14T16:49:42 | https://github.com/huggingface/datasets/issues/2472 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"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... |
MDU6SXNzdWU5MTcwNjcxNjU= | 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 | 2021-06-11T15:11:50 | 2021-06-11T15:11:50 | https://github.com/huggingface/datasets/issues/2471 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU5MTY3MjQyNjA= | 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 | 2021-07-01T09:34:54 | 2021-07-01T09:11:13 | https://github.com/huggingface/datasets/issues/2470 | {
"login": "mbforbes"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"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... |
MDU6SXNzdWU5MTUzODQ2MTM= | 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 | 2023-08-16T09:34:34 | null | https://github.com/huggingface/datasets/issues/2462 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
},
{
"name": "generic discussion"
}
]
} | [
"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"
] |
MDU6SXNzdWU5MTUyMjIwMTU= | 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 | 2021-06-10T08:31:09 | 2021-06-10T08:31:09 | https://github.com/huggingface/datasets/issues/2459 | {
"login": "VictorSanh"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"@VictorSanh , I think @mariosasko is already working on it. "
] |
MDU6SXNzdWU5MTUxOTk2OTM= | 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 | 2021-06-08T18:57:11 | 2021-06-08T17:55:43 | https://github.com/huggingface/datasets/issues/2458 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"cc: @krandiash (pinged in reverted PR)."
] |
MDU6SXNzdWU5MTM2MDM4Nzc= | 2,452 | MRPC test set differences between torch and tensorflow datasets | ## Describe the bug
When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of import... | CLOSED | 2021-06-07T14:20:26 | 2021-06-07T14:34:32 | 2021-06-07T14:34:32 | https://github.com/huggingface/datasets/issues/2452 | {
"login": "FredericOdermatt"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Realized that `tensorflow_datasets` is not provided by Huggingface and should therefore raise the issue there."
] |
MDU6SXNzdWU5MTI4OTAyOTE= | 2,450 | BLUE file not found | Hi, I'm having the following issue when I try to load the `blue` metric.
```shell
import datasets
metric = datasets.load_metric('blue')
Traceback (most recent call last):
File "/home/irfan/environments/Perplexity_Transformers/lib/python3.6/site-packages/datasets/load.py", line 320, in prepare_module
local... | CLOSED | 2021-06-06T17:01:54 | 2021-06-07T10:46:15 | 2021-06-07T10:46:15 | https://github.com/huggingface/datasets/issues/2450 | {
"login": "mirfan899"
} | {
"nodes": []
} | [
"Hi ! The `blue` metric doesn't exist, but the `bleu` metric does.\r\nYou can get the full list of metrics [here](https://github.com/huggingface/datasets/tree/master/metrics) or by running\r\n```python\r\nfrom datasets import list_metrics\r\n\r\nprint(list_metrics())\r\n```",
"Ah, my mistake. Thanks for correctin... |
MDU6SXNzdWU5MTIyOTk1Mjc= | 2,447 | dataset adversarial_qa has no answers in the "test" set | ## Describe the bug
When loading the adversarial_qa dataset the 'test' portion has no answers. Only the 'train' and 'validation' portions do. This occurs with all four of the configs ('adversarialQA', 'dbidaf', 'dbert', 'droberta')
## Steps to reproduce the bug
```
from datasets import load_dataset
examples ... | CLOSED | 2021-06-05T14:57:38 | 2021-06-07T11:13:07 | 2021-06-07T11:13:07 | https://github.com/huggingface/datasets/issues/2447 | {
"login": "bjascob"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! I'm pretty sure that the answers are not made available for the test set on purpose because it is part of the DynaBench benchmark, for which you can submit your predictions on the website.\r\nIn any case we should mention this in the dataset card of this dataset.",
"Makes sense, but not intuitive for someon... |
MDU6SXNzdWU5MTE2MzUzOTk= | 2,446 | `yelp_polarity` is broken | 
| CLOSED | 2021-06-04T15:44:29 | 2021-06-04T18:56:47 | 2021-06-04T18:56:47 | https://github.com/huggingface/datasets/issues/2446 | {
"login": "JetRunner"
} | {
"nodes": []
} | [
"```\r\nFile \"/home/sasha/.local/share/virtualenvs/lib-ogGKnCK_/lib/python3.7/site-packages/streamlit/script_runner.py\", line 332, in _run_script\r\n exec(code, module.__dict__)\r\nFile \"/home/sasha/nlp-viewer/run.py\", line 233, in <module>\r\n configs = get_confs(option)\r\nFile \"/home/sasha/.local/shar... |
MDU6SXNzdWU5MTEyOTcxMzk= | 2,444 | Sentence Boundaries missing in Dataset: xtreme / udpos | I was browsing through annotation guidelines, as suggested by the datasets introduction.
The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend... | CLOSED | 2021-06-04T09:10:26 | 2021-06-18T11:53:43 | 2021-06-18T11:53:43 | https://github.com/huggingface/datasets/issues/2444 | {
"login": "cosmeowpawlitan"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi,\r\n\r\nThis is a known issue. More info on this issue can be found in #2061. If you are looking for an open-source contribution, there are step-by-step instructions in the linked issue that you can follow to fix it.",
"Closed by #2466."
] |
MDU6SXNzdWU5MDk5ODM1NzQ= | 2,443 | Some tests hang on Windows | Currently, several tests hang on Windows if the max path limit of 260 characters is not disabled. This happens due to the changes introduced by #2223 that cause an infinite loop in `WindowsFileLock` described in #2220. This can be very tricky to debug, so I think now is a good time to address these issues/PRs. IMO thr... | CLOSED | 2021-06-03T00:27:30 | 2021-06-28T08:47:39 | 2021-06-28T08:47:39 | https://github.com/huggingface/datasets/issues/2443 | {
"login": "mariosasko"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! That would be nice indeed to at least have a warning, since we don't handle the max path length limit.\r\nAlso if we could have an error instead of an infinite loop I'm sure windows users will appreciate that",
"Unfortunately, I know this problem very well... 😅 \r\n\r\nI remember having proposed to throw a... |
MDU6SXNzdWU5MDg1NTQ3MTM= | 2,441 | DuplicatedKeysError on personal dataset | ## Describe the bug
Ever since today, I have been getting a DuplicatedKeysError while trying to load my dataset from my own script.
Error returned when running this line: `dataset = load_dataset('/content/drive/MyDrive/Thesis/Datasets/book_preprocessing/goodreads_maharjan_trimmed_and_nered/goodreadsnered.py')`
Note ... | CLOSED | 2021-06-01T17:59:41 | 2021-06-04T23:50:03 | 2021-06-04T23:50:03 | https://github.com/huggingface/datasets/issues/2441 | {
"login": "lucaguarro"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! In your dataset script you must be yielding examples like\r\n```python\r\nfor line in file:\r\n ...\r\n yield key, {...}\r\n```\r\n\r\nSince `datasets` 1.7.0 we enforce the keys to be unique.\r\nHowever it looks like your examples generator creates duplicate keys: at least two examples have key 0.\r\n\r... |
MDU6SXNzdWU5MDg1MjE5NTQ= | 2,440 | Remove `extended` field from dataset tagger | ## Describe the bug
While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included:
```
dataset_name = 'arcd'
@pytest.m... | CLOSED | 2021-06-01T17:18:42 | 2021-06-09T09:06:31 | 2021-06-09T09:06:30 | https://github.com/huggingface/datasets/issues/2440 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"The tagger also doesn't insert the value for the `size_categories` field automatically, so this should be fixed too",
"Thanks for reporting. Indeed the `extended` tag doesn't exist. Not sure why we had that in the tagger.\r\nThe repo of the tagger is here if someone wants to give this a try: https://github.com/h... |
MDU6SXNzdWU5MDc1MDM1NTc= | 2,434 | Extend QuestionAnsweringExtractive template to handle nested columns | Currently the `QuestionAnsweringExtractive` task template and `preprare_for_task` only support "flat" features. We should extend the functionality to cover QA datasets like:
* `iapp_wiki_qa_squad`
* `parsinlu_reading_comprehension`
where the nested features differ with those from `squad` and trigger an `ArrowNot... | CLOSED | 2021-05-31T14:06:51 | 2022-10-05T17:06:28 | 2022-10-05T17:06:28 | https://github.com/huggingface/datasets/issues/2434 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"this is also the case for the following datasets and configurations:\r\n\r\n* `mlqa` with config `mlqa-translate-train.ar`\r\n\r\n",
"The current task API is somewhat deprecated (we plan to align it with `train eval index` at some point), so I think we can close this issue."
] |
MDU6SXNzdWU5MDc0MTM2OTE= | 2,431 | DuplicatedKeysError when trying to load adversarial_qa | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
dataset = load_dataset('adversarial_qa', 'adversarialQA')
```
## Expected results
The dataset should be loaded into memory
## Actual results
>DuplicatedKeysError: FAILURE TO GENERATE DATASET ... | CLOSED | 2021-05-31T12:11:19 | 2021-06-01T08:54:03 | 2021-06-01T08:52:11 | https://github.com/huggingface/datasets/issues/2431 | {
"login": "hanss0n"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Thanks for reporting !\r\n#2433 fixed the issue, thanks @mariosasko :)\r\n\r\nWe'll do a patch release soon of the library.\r\nIn the meantime, you can use the fixed version of adversarial_qa by adding `script_version=\"master\"` in `load_dataset`"
] |
MDU6SXNzdWU5MDY0NzM1NDY= | 2,426 | Saving Graph/Structured Data in Datasets | Thanks for this amazing library! And my question is I have structured data that is organized with a graph. For example, a dataset with users' friendship relations and user's articles. When I try to save a python dict in the dataset, an error occurred ``did not recognize Python value type when inferring an Arrow data ty... | CLOSED | 2021-05-29T13:35:21 | 2021-06-02T01:21:03 | 2021-06-02T01:21:03 | https://github.com/huggingface/datasets/issues/2426 | {
"login": "gsh199449"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"It should probably work out of the box to save structured data. If you want to show an example we can help you.",
"An example of a toy dataset is like:\r\n```json\r\n[\r\n {\r\n \"name\": \"mike\",\r\n \"friends\": [\r\n \"tom\",\r\n \"lily\"\r\n ],\r\n \"arti... |
MDU6SXNzdWU5MDYxOTM2Nzk= | 2,424 | load_from_disk and save_to_disk are not compatible with each other | ## Describe the bug
load_from_disk and save_to_disk are not compatible. When I use save_to_disk to save a dataset to disk it works perfectly but given the same directory load_from_disk throws an error that it can't find state.json. looks like the load_from_disk only works on one split
## Steps to reproduce the bug
... | CLOSED | 2021-05-28T23:07:10 | 2021-06-08T19:22:32 | 2021-06-08T19:22:32 | https://github.com/huggingface/datasets/issues/2424 | {
"login": "roholazandie"
} | {
"nodes": []
} | [
"Hi,\r\n\r\n`load_dataset` returns an instance of `DatasetDict` if `split` is not specified, so instead of `Dataset.load_from_disk`, use `DatasetDict.load_from_disk` to load the dataset from disk.",
"Thanks it worked!",
"Though I see a stream of issues open by people lost between datasets and datasets dicts so ... |
MDU6SXNzdWU5MDM5MjMwOTc= | 2,415 | Cached dataset not loaded | ## Describe the bug
I have a large dataset (common_voice, english) where I use several map and filter functions.
Sometimes my cached datasets after specific functions are not loaded.
I always use the same arguments, same functions, no seed…
## Steps to reproduce the bug
```python
def filter_by_duration(batch):
... | CLOSED | 2021-05-27T15:40:06 | 2021-06-02T13:15:47 | 2021-06-02T13:15:47 | https://github.com/huggingface/datasets/issues/2415 | {
"login": "borisdayma"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"It actually seems to happen all the time in above configuration:\r\n* the function `filter_by_duration` correctly loads cached processed dataset\r\n* the function `prepare_dataset` is always reexecuted\r\n\r\nI end up solving the issue by saving to disk my dataset at the end but I'm still wondering if it's a bug o... |
MDU6SXNzdWU5MDM3Nzc1NTc= | 2,413 | AttributeError: 'DatasetInfo' object has no attribute 'task_templates' | ## Describe the bug
Hello,
I'm trying to add dataset and contribute, but test keep fail with below cli.
` RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_<my_dataset>`
## Steps to reproduce the bug
It seems like a bug when I see an error with the existing dataset,... | CLOSED | 2021-05-27T13:44:28 | 2021-06-01T01:05:47 | 2021-06-01T01:05:47 | https://github.com/huggingface/datasets/issues/2413 | {
"login": "jungwhank"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! Can you try using a more up-to-date version ? We added the task_templates in `datasets` 1.7.0.\r\n\r\nIdeally when you're working on new datasets, you should install and use the local version of your fork of `datasets`. Here I think you tried to run the 1.7.0 tests with the 1.6.2 code"
] |
MDU6SXNzdWU5MDM3NjkxNTE= | 2,412 | Docstring mistake: dataset vs. metric | This:
https://github.com/huggingface/datasets/blob/d95b95f8cf3cb0cff5f77a675139b584dcfcf719/src/datasets/load.py#L582
Should better be something like:
`a metric identifier on HuggingFace AWS bucket (list all available metrics and ids with ``datasets.list_metrics()``)`
I can provide a PR l8er... | CLOSED | 2021-05-27T13:39:11 | 2021-06-01T08:18:04 | 2021-06-01T08:18:04 | https://github.com/huggingface/datasets/issues/2412 | {
"login": "PhilipMay"
} | {
"nodes": []
} | [
"> I can provide a PR l8er...\r\n\r\nSee #2425 "
] |
MDU6SXNzdWU5MDMxMTE3NTU= | 2,407 | .map() function got an unexpected keyword argument 'cache_file_name' | ## Describe the bug
I'm trying to save the result of datasets.map() to a specific file, so that I can easily share it among multiple computers without reprocessing the dataset. However, when I try to pass an argument 'cache_file_name' to the .map() function, it throws an error that ".map() function got an unexpected... | CLOSED | 2021-05-27T01:54:26 | 2021-05-27T13:46:40 | 2021-05-27T13:46:40 | https://github.com/huggingface/datasets/issues/2407 | {
"login": "cindyxinyiwang"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi @cindyxinyiwang,\r\nDid you try adding `.arrow` after `cache_file_name` argument? Here I think they're expecting something like that only for a cache file:\r\nhttps://github.com/huggingface/datasets/blob/e08362256fb157c0b3038437fc0d7a0bbb50de5c/src/datasets/arrow_dataset.py#L1556-L1558",
"Hi ! `cache_file_nam... |
MDU6SXNzdWU5MDI2NDM4NDQ= | 2,406 | Add guide on using task templates to documentation | Once we have a stable API on the text classification and question answering task templates, add a guide on how to use them in the documentation.
| CLOSED | 2021-05-26T16:28:26 | 2022-10-05T17:07:00 | 2022-10-05T17:07:00 | https://github.com/huggingface/datasets/issues/2406 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [] |
MDU6SXNzdWU5MDAwMjUzMjk= | 2,402 | PermissionError on Windows when using temp dir for caching | Currently, the following code raises a PermissionError on master if working on Windows:
```python
# run as a script or call exit() in REPL to initiate the temp dir cleanup
from datasets import *
d = load_dataset("sst", split="train", keep_in_memory=False)
set_caching_enabled(False)
d.map(lambda ex: ex)
```
... | CLOSED | 2021-05-24T21:22:59 | 2021-05-26T16:39:29 | 2021-05-26T16:39:29 | https://github.com/huggingface/datasets/issues/2402 | {
"login": "mariosasko"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU4OTk5MTA1MjE= | 2,401 | load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset" | ## Describe the bug
load_dataset('natural_questions') throws ValueError
## Steps to reproduce the bug
```python
from datasets import load_dataset
datasets = load_dataset('natural_questions', split='validation[:10]')
```
## Expected results
Call to load_dataset returns data.
## Actual results
```
Using ... | CLOSED | 2021-05-24T18:38:53 | 2021-06-09T09:07:25 | 2021-06-09T09:07:25 | https://github.com/huggingface/datasets/issues/2401 | {
"login": "jonrbates"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"I faced the similar problem. Downgrading datasets to 1.5.0 fixed it.",
"Thanks for reporting, I'm looking into it",
"I just opened #2438 to fix this :)",
"Hi ! This has been fixed in the 1.8.0 release of `datasets`"
] |
MDU6SXNzdWU4OTk4NjcyMTI= | 2,400 | Concatenate several datasets with removed columns is not working. | ## Describe the bug
You can't concatenate datasets when you removed columns before.
## Steps to reproduce the bug
```python
from datasets import load_dataset, concatenate_datasets
wikiann= load_dataset("wikiann","en")
wikiann["train"] = wikiann["train"].remove_columns(["langs","spans"])
wikiann["test"] =... | CLOSED | 2021-05-24T17:40:15 | 2021-05-25T05:52:01 | 2021-05-25T05:51:59 | https://github.com/huggingface/datasets/issues/2400 | {
"login": "philschmid"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi,\r\n\r\ndid you fill out the env info section manually or by copy-pasting the output of the `datasets-cli env` command?\r\n\r\nThis code should work without issues on 1.6.2 version (I'm working on master (1.6.2.dev0 version) and can't reproduce this error).",
"@mariosasko you are right I was still on `1.5.0`.... |
MDU6SXNzdWU4OTk1MTE4Mzc= | 2,398 | News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs | I used load_dataset to load the news_commentary dataset for "ar-en" translation pairs but found translations from Arabic to Hindi.
```
train_ds = load_dataset("news_commentary", "ar-en", split='train[:98%]')
val_ds = load_dataset("news_commentary", "ar-en", split='train[98%:]')
# filtering out examples that a... | CLOSED | 2021-05-24T10:03:34 | 2022-10-05T17:13:49 | 2022-10-05T17:13:49 | https://github.com/huggingface/datasets/issues/2398 | {
"login": "anassalamah"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"These ranges seem to be valid English. Closing."
] |
MDU6SXNzdWU4OTkwMTYzMDg= | 2,396 | strange datasets from OSCAR corpus | 
From the [official site ](https://oscar-corpus.com/), the Yue Chinese dataset should have 2.2K... | OPEN | 2021-05-23T13:06:02 | 2021-06-17T13:54:37 | null | https://github.com/huggingface/datasets/issues/2396 | {
"login": "cosmeowpawlitan"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! Thanks for reporting\r\ncc @pjox is this an issue from the data ?\r\n\r\nAnyway we should at least mention that OSCAR could contain such contents in the dataset card, you're totally right @jerryIsHere ",
"Hi @jerryIsHere , sorry for the late response! Sadly this is normal, the problem comes form fasttext's ... |
MDU6SXNzdWU4OTgxMjgwOTk= | 2,391 | Missing original answers in kilt-TriviaQA | I previously opened an issue at https://github.com/facebookresearch/KILT/issues/42 but from the answer of @fabiopetroni it seems that the problem comes from HF-datasets
## Describe the bug
The `answer` field in kilt-TriviaQA, e.g. `kilt_tasks['train_triviaqa'][0]['output']['answer']` contains a list of alternative ... | CLOSED | 2021-05-21T14:57:07 | 2021-06-14T17:29:11 | 2021-06-14T17:29:11 | https://github.com/huggingface/datasets/issues/2391 | {
"login": "PaulLerner"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"That could be useful indeed! Feel free to open a PR on the dataset card if you already have some code that runs, otherwise we'll take care of it soon :) ",
"I can open a PR but there is 2 details to fix:\r\n- the name for the corresponding key (e.g. `original_answer`)\r\n- how to implement it: I’m not sure what ... |
MDU6SXNzdWU4OTc3Njc0NzA= | 2,388 | Incorrect URLs for some datasets | ## Describe the bug
It seems that the URLs for the following datasets are invalid:
- [ ] `bn_hate_speech` has been renamed: https://github.com/rezacsedu/Bengali-Hate-Speech-Dataset/commit/c67ecfc4184911e12814f6b36901f9828df8a63a
- [ ] `covid_tweets_japanese` has been renamed: http://www.db.info.gifu-u.ac.jp/covi... | CLOSED | 2021-05-21T07:22:35 | 2021-06-04T17:39:45 | 2021-06-04T17:39:45 | https://github.com/huggingface/datasets/issues/2388 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU4OTc1NjY2NjY= | 2,387 | datasets 1.6 ignores cache | Moving from https://github.com/huggingface/transformers/issues/11801#issuecomment-845546612
Quoting @VictorSanh:
>
> I downgraded datasets to `1.5.0` and printed `tokenized_datasets.cache_files` (L335):
>
> > `{'train': [{'filename': '/home/victor/.cache/huggingface/datasets/openwebtext10k/plain_text/1.0.0/... | CLOSED | 2021-05-21T00:12:58 | 2021-05-26T16:07:54 | 2021-05-26T16:07:54 | https://github.com/huggingface/datasets/issues/2387 | {
"login": "stas00"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Looks like there are multiple issues regarding this (#2386, #2322) and it's a WIP #2329. Currently these datasets are being loaded in-memory which is causing this issue. Quoting @mariosasko here for a quick fix:\r\n\r\n> set `keep_in_memory` to `False` when loading a dataset (`sst = load_dataset(\"sst\", keep_in_m... |
MDU6SXNzdWU4OTc1NjAwNDk= | 2,386 | Accessing Arrow dataset cache_files | ## Describe the bug
In datasets 1.5.0 the following code snippet would have printed the cache_files:
```
train_data = load_dataset('conll2003', split='train', cache_dir='data')
print(train_data.cache_files[0]['filename'])
```
However, in the newest release (1.6.1), it prints an empty list.
I also tried l... | CLOSED | 2021-05-20T23:57:43 | 2021-05-21T19:18:03 | 2021-05-21T19:18:03 | https://github.com/huggingface/datasets/issues/2386 | {
"login": "Mehrad0711"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Thanks @bhavitvyamalik for referencing the workaround. Setting `keep_in_memory=False` is working."
] |
MDU6SXNzdWU4OTU2MTAyMTY= | 2,382 | DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en') | Hello everyone,
I try to use head_qa dataset in [https://huggingface.co/datasets/viewer/?dataset=head_qa&config=en](url)
```
!pip install datasets
from datasets import load_dataset
dataset = load_dataset(
'head_qa', 'en')
```
When I write above load_dataset(.), it throws the following:
```
Duplicated... | CLOSED | 2021-05-19T15:49:48 | 2021-05-30T13:26:16 | 2021-05-30T13:26:16 | https://github.com/huggingface/datasets/issues/2382 | {
"login": "helloworld123-lab"
} | {
"nodes": []
} | [] |
MDU6SXNzdWU4OTUxMzE3NzQ= | 2,378 | Add missing dataset_infos.json files | Some of the datasets in `datasets` are missing a `dataset_infos.json` file, e.g.
```
[PosixPath('datasets/chr_en/chr_en.py'), PosixPath('datasets/chr_en/README.md')]
[PosixPath('datasets/telugu_books/README.md'), PosixPath('datasets/telugu_books/telugu_books.py')]
[PosixPath('datasets/reclor/README.md'), PosixPat... | OPEN | 2021-05-19T08:11:12 | 2021-05-19T08:11:12 | null | https://github.com/huggingface/datasets/issues/2378 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [] |
MDU6SXNzdWU4OTQ5MTg5Mjc= | 2,377 | ArrowDataset.save_to_disk produces files that cannot be read using pyarrow.feather | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
from datasets import load_dataset
from pyarrow import feather
dataset = load_dataset('imdb', split='train')
dataset.save_to_disk('dataset_dir')
table = feather.read_table('dataset_dir/dataset.arro... | OPEN | 2021-05-19T02:04:37 | 2024-01-18T08:06:15 | null | https://github.com/huggingface/datasets/issues/2377 | {
"login": "Ark-kun"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi ! This is because we are actually using the arrow streaming format. We plan to switch to the arrow IPC format.\r\nMore info at #1933 ",
"Not sure if this was resolved, but I am getting a similar error when trying to load a dataset.arrow file directly: `ArrowInvalid: Not an Arrow file`",
"Since we're using t... |
MDU6SXNzdWU4OTQ0OTk5MDk= | 2,373 | Loading dataset from local path | I'm trying to load a local dataset with the code below
```
ds = datasets.load_dataset('my_script.py',
data_files='corpus.txt',
data_dir='/data/dir',
cache_dir='.')
```
But internally a BuilderConfig is created, which tries to u... | CLOSED | 2021-05-18T15:20:50 | 2021-05-18T15:36:36 | 2021-05-18T15:36:35 | https://github.com/huggingface/datasets/issues/2373 | {
"login": "kolakows"
} | {
"nodes": []
} | [
"Version below works, checked again in the docs, and data_files should be a path.\r\n```\r\nds = datasets.load_dataset('my_script.py', \r\n data_files='/data/dir/corpus.txt', \r\n cache_dir='.')\r\n```"
] |
MDU6SXNzdWU4OTQxOTM0MDM= | 2,371 | Align question answering tasks with sub-domains | As pointed out by @thomwolf in #2255 we should consider breaking with the pipeline taxonomy of `transformers` to account for the various types of question-answering domains:
> `question-answering` exists in two forms: abstractive and extractive question answering.
>
> we can keep a generic `question-answering` bu... | CLOSED | 2021-05-18T09:47:59 | 2023-07-25T16:52:05 | 2023-07-25T16:52:04 | https://github.com/huggingface/datasets/issues/2371 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Closing this issue as the `task_templates` API has been deprecated."
] |
MDU6SXNzdWU4OTMxODUyNjY= | 2,366 | Json loader fails if user-specified features don't match the json data fields order | If you do
```python
dataset = load_dataset("json", data_files=data_files, features=features)
```
Then depending on the order of the features in the json data field it fails:
```python
[...]
~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files)
94 if s... | CLOSED | 2021-05-17T10:26:08 | 2021-06-16T10:47:49 | 2021-06-16T10:47:49 | https://github.com/huggingface/datasets/issues/2366 | {
"login": "lhoestq"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU4OTMxNzk2OTc= | 2,365 | Missing ClassLabel encoding in Json loader | Currently if you want to load a json dataset this way
```python
dataset = load_dataset("json", data_files=data_files, features=features)
```
Then if your features has ClassLabel types and if your json data needs class label encoding (i.e. if the labels in the json files are strings and not integers), then it would ... | CLOSED | 2021-05-17T10:19:10 | 2021-06-28T15:05:34 | 2021-06-28T15:05:34 | https://github.com/huggingface/datasets/issues/2365 | {
"login": "lhoestq"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU4OTE5NjU5NjQ= | 2,360 | Automatically detect datasets with compatible task schemas | See description of #2255 for details.
| OPEN | 2021-05-14T14:23:40 | 2021-05-14T14:23:40 | null | https://github.com/huggingface/datasets/issues/2360 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [] |
MDU6SXNzdWU4OTE5NDYwMTc= | 2,359 | Allow model labels to be passed during task preparation | Models have a config with label2id. And we have the same for datasets with the ClassLabel feature type. At one point either the model or the dataset must sync with the other. It would be great to do that on the dataset side.
For example for sentiment classification on amazon reviews with you could have these labels:... | CLOSED | 2021-05-14T13:58:28 | 2022-10-05T17:37:22 | 2022-10-05T17:37:22 | https://github.com/huggingface/datasets/issues/2359 | {
"login": "lewtun"
} | {
"nodes": []
} | [
"We now have the `align_labels_with_mapping` method in the API for this purpose."
] |
MDU6SXNzdWU4OTA0Mzk1MjM= | 2,354 | Document DatasetInfo attributes | **Is your feature request related to a problem? Please describe.**
As noted in PR #2255, the attributes of `DatasetInfo` are not documented in the [docs](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=datasetinfo#datasetinfo). It would be nice to do so :)
| CLOSED | 2021-05-12T20:01:29 | 2021-05-22T09:26:14 | 2021-05-22T09:26:14 | https://github.com/huggingface/datasets/issues/2354 | {
"login": "lewtun"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [] |
MDU6SXNzdWU4ODk1ODAyNDc= | 2,350 | `FaissIndex.save` throws error on GPU | ## Describe the bug
After training an index with a factory string `OPQ16_128,IVF512,PQ32` on GPU, `.save_faiss_index` throws this error.
```
File "index_wikipedia.py", line 119, in <module>
data["train"].save_faiss_index("text_emb", index_save_path)
File "/home/vlialin/miniconda3/envs/cat/lib/python3.8... | CLOSED | 2021-05-12T03:41:56 | 2021-05-17T13:41:41 | 2021-05-17T13:41:41 | https://github.com/huggingface/datasets/issues/2350 | {
"login": "Guitaricet"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Just in case, this is a workaround that I use in my code and it seems to do the job.\r\n\r\n```python\r\nif use_gpu_index:\r\n data[\"train\"]._indexes[\"text_emb\"].faiss_index = faiss.index_gpu_to_cpu(data[\"train\"]._indexes[\"text_emb\"].faiss_index)\r\n```"
] |
MDU6SXNzdWU4ODc0MDQ4Njg= | 2,347 | Add an API to access the language and pretty name of a dataset | It would be super nice to have an API to get some metadata of the dataset from the name and args passed to `load_dataset`. This way we could programmatically infer the language and the name of a dataset when creating model cards automatically in the Transformers examples scripts. | CLOSED | 2021-05-11T14:10:08 | 2022-10-05T17:16:54 | 2022-10-05T17:16:53 | https://github.com/huggingface/datasets/issues/2347 | {
"login": "sgugger"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Hi ! With @bhavitvyamalik we discussed about having something like\r\n```python\r\nfrom datasets import load_dataset_card\r\n\r\ndataset_card = load_dataset_card(\"squad\")\r\nprint(dataset_card.metadata.pretty_name)\r\n# Stanford Question Answering Dataset (SQuAD)\r\nprint(dataset_card.metadata.languages)\r\n# [\... |
MDU6SXNzdWU4ODY1ODY4NzI= | 2,345 | [Question] How to move and reuse preprocessed dataset? | Hi, I am training a gpt-2 from scratch using run_clm.py.
I want to move and reuse the preprocessed dataset (It take 2 hour to preprocess),
I tried to :
copy path_to_cache_dir/datasets to new_cache_dir/datasets
set export HF_DATASETS_CACHE="new_cache_dir/"
but the program still re-preprocess the whole dataset... | CLOSED | 2021-05-11T09:09:17 | 2021-06-11T04:39:11 | 2021-06-11T04:39:11 | https://github.com/huggingface/datasets/issues/2345 | {
"login": "AtmaHou"
} | {
"nodes": []
} | [
"@lhoestq @LysandreJik",
"<s>Hi :) Can you share with us the code you used ?</s>\r\n\r\nEDIT: from https://github.com/huggingface/transformers/issues/11665#issuecomment-838348291 I understand you're using the run_clm.py script. Can you share your logs ?\r\n",
"Also note that for the caching to work, you must re... |
MDU6SXNzdWU4ODUzMzE1MDU= | 2,344 | Is there a way to join multiple datasets in one? | **Is your feature request related to a problem? Please describe.**
I need to join 2 datasets, one that is in the hub and another I've created from my files. Is there an easy way to join these 2?
**Describe the solution you'd like**
Id like to join them with a merge or join method, just like pandas dataframes.
**Add... | OPEN | 2021-05-10T23:16:10 | 2022-10-05T17:27:05 | null | https://github.com/huggingface/datasets/issues/2344 | {
"login": "avacaondata"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Hi ! We don't have `join`/`merge` on a certain column as in pandas.\r\nMaybe you can just use the [concatenate_datasets](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate#datasets.concatenate_datasets) function.\r\n",
"Hi! You can use `datasets_sql` for that now. As o... |
MDU6SXNzdWU4ODMyMDg1Mzk= | 2,343 | Columns are removed before or after map function applied? | ## Describe the bug
According to the documentation when applying map function the [remove_columns ](https://huggingface.co/docs/datasets/processing.html#removing-columns) will be removed after they are passed to the function, but in the [source code](https://huggingface.co/docs/datasets/package_reference/main_classes.... | OPEN | 2021-05-10T02:36:20 | 2022-10-24T11:31:55 | null | https://github.com/huggingface/datasets/issues/2343 | {
"login": "taghizad3h"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi! Columns are removed **after** applying the function and **before** updating the examples with the function's output (as per the docs [here](https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.Dataset.map.remove_columns)). I agree the docs on this should be more clear."
] |
MDU6SXNzdWU4ODE2MTA1Njc= | 2,337 | NonMatchingChecksumError for web_of_science dataset | NonMatchingChecksumError when trying to download the web_of_science dataset.
>NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1']
Setting `ignore_verfications=True` results... | CLOSED | 2021-05-09T02:02:02 | 2021-05-10T13:35:53 | 2021-05-10T13:35:53 | https://github.com/huggingface/datasets/issues/2337 | {
"login": "nbroad1881"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"I've raised a PR for this. Should work with `dataset = load_dataset(\"web_of_science\", \"WOS11967\", ignore_verifications=True)`once it gets merged into the main branch. Thanks for reporting this! "
] |
MDU6SXNzdWU4ODEyOTE4ODc= | 2,335 | Index error in Dataset.map | The following code, if executed on master, raises an IndexError (due to overflow):
```python
>>> from datasets import *
>>> d = load_dataset("bookcorpus", split="train")
Reusing dataset bookcorpus (C:\Users\Mario\.cache\huggingface\datasets\bookcorpus\plain_text\1.0.0\44662c4a114441c35200992bea923b170e6f13f2f0beb7c... | CLOSED | 2021-05-08T20:44:57 | 2021-05-10T13:26:12 | 2021-05-10T13:26:12 | https://github.com/huggingface/datasets/issues/2335 | {
"login": "mariosasko"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [] |
MDU6SXNzdWU4NzkwMzE0Mjc= | 2,331 | Add Topical-Chat | ## Adding a Dataset
- **Name:** Topical-Chat
- **Description:** a knowledge-grounded human-human conversation dataset where the underlying knowledge spans 8 broad topics and conversation partners don’t have explicitly defined roles
- **Paper:** https://www.isca-speech.org/archive/Interspeech_2019/pdfs/3079.pdf
- **... | OPEN | 2021-05-07T13:43:59 | 2021-05-07T13:43:59 | null | https://github.com/huggingface/datasets/issues/2331 | {
"login": "ktangri"
} | {
"nodes": [
{
"name": "dataset request"
}
]
} | [] |
MDU6SXNzdWU4Nzg0OTA5Mjc= | 2,330 | Allow passing `desc` to `tqdm` in `Dataset.map()` | It's normal to have many `map()` calls, and some of them can take a few minutes,
it would be nice to have a description on the progress bar.
Alternative solution:
Print the description before/after the `map()` call. | CLOSED | 2021-05-07T05:52:54 | 2021-05-26T14:59:21 | 2021-05-26T14:59:21 | https://github.com/huggingface/datasets/issues/2330 | {
"login": "changjonathanc"
} | {
"nodes": [
{
"name": "enhancement"
},
{
"name": "good first issue"
}
]
} | [
"Hi @lhoestq,\r\nShould we change `desc` in [pbar](https://github.com/huggingface/datasets/blob/81fcf88172ed5e3026ef68aed4c0ec6980372333/src/datasets/arrow_dataset.py#L1860) to something meaningful?",
"I think the user could pass the `desc` parameter to `map` so that it can be displayed in the tqdm progress bar, ... |
MDU6SXNzdWU4Nzc1NjU4MzE= | 2,327 | A syntax error in example | 
Sorry to report with an image, I can't find the template source code of this snippet. | CLOSED | 2021-05-06T14:34:44 | 2021-05-20T03:04:19 | 2021-05-20T03:04:19 | https://github.com/huggingface/datasets/issues/2327 | {
"login": "mymusise"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"cc @beurkinger but I think this has been fixed internally and will soon be updated right ?",
"This issue has been fixed."
] |
MDU6SXNzdWU4NzY0Mzg1MDc= | 2,323 | load_dataset("timit_asr") gives back duplicates of just one sample text | ## Describe the bug
When you look up on key ["train"] and then ['text'], you get back a list with just one sentence duplicated 4620 times. Namely, the sentence "Would such an act of refusal be useful?". Similarly when you look up ['test'] and then ['text'], the list is one sentence repeated "The bungalow was pleasant... | CLOSED | 2021-05-05T13:14:48 | 2021-05-07T10:32:30 | 2021-05-07T10:32:30 | https://github.com/huggingface/datasets/issues/2323 | {
"login": "ekeleshian"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Upgrading datasets to version 1.6 fixes the issue",
"This bug was fixed in #1995. Upgrading the `datasets` should work! ",
"Thanks @ekeleshian for having reported.\r\n\r\nI am closing this issue once that you updated `datasets`. Feel free to reopen it if the problem persists."
] |
MDU6SXNzdWU4NzYzODM4NTM= | 2,322 | Calls to map are not cached. | ## Describe the bug
Somehow caching does not work for me anymore. Am I doing something wrong, or is there anything that I missed?
## Steps to reproduce the bug
```python
import datasets
datasets.set_caching_enabled(True)
sst = datasets.load_dataset("sst")
def foo(samples, i):
print("executed", i[:10])... | CLOSED | 2021-05-05T12:11:27 | 2021-06-08T19:10:02 | 2021-06-08T19:08:21 | https://github.com/huggingface/datasets/issues/2322 | {
"login": "villmow"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"I tried upgrading to `datasets==1.6.2` and downgrading to `1.6.0`. Both versions produce the same output.\r\n\r\nDowngrading to `1.5.0` works and produces the following output for me:\r\n\r\n```bash\r\nDownloading: 9.20kB [00:00, 3.94MB/s] \r\nDownloading: 5.99kB [00:00, 3.29MB/s] ... |
MDU6SXNzdWU4NzYyNTEzNzY= | 2,319 | UnicodeDecodeError for OSCAR (Afrikaans) | ## Describe the bug
When loading the [OSCAR dataset](https://huggingface.co/datasets/oscar) (specifically `unshuffled_deduplicated_af`), I encounter a `UnicodeDecodeError`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("oscar", "unshuffled_deduplicated_af")
```... | CLOSED | 2021-05-05T09:22:52 | 2021-05-05T10:57:31 | 2021-05-05T10:50:55 | https://github.com/huggingface/datasets/issues/2319 | {
"login": "sgraaf"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Thanks for reporting, @sgraaf.\r\n\r\nI am going to have a look at it. \r\n\r\nI guess the expected codec is \"UTF-8\". Normally, when no explicitly codec is passed, Python uses one which is platform-dependent. For Linux machines, the default codec is `utf_8`, which is OK. However for Windows machine, the default ... |
MDU6SXNzdWU4NzYyMTI0NjA= | 2,318 | [api request] API to obtain "dataset_module" dynamic path? | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
This is an awesome library.
It seems like the dynamic module path in this library has broken some of hyperparameter tuning functionality: https://discuss.huggingface.co/t/using-hyperparamet... | CLOSED | 2021-05-05T08:40:48 | 2021-05-06T08:45:45 | 2021-05-06T07:57:54 | https://github.com/huggingface/datasets/issues/2318 | {
"login": "richardliaw"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Hi @richardliaw, \r\n\r\nFirst, thanks for the compliments.\r\n\r\nIn relation with your request, currently, the dynamic modules path is obtained this way:\r\n```python\r\nfrom datasets.load import init_dynamic_modules, MODULE_NAME_FOR_DYNAMIC_MODULES\r\n\r\ndynamic_modules_path = init_dynamic_modules(MODULE_NAME_... |
MDU6SXNzdWU4NzU3NTYzNTM= | 2,316 | Incorrect version specification for pyarrow | ## Describe the bug
The pyarrow dependency is incorrectly specified in setup.py file, in [this line](https://github.com/huggingface/datasets/blob/3a3e5a4da20bfcd75f8b6a6869b240af8feccc12/setup.py#L77).
Also as a snippet:
```python
"pyarrow>=1.0.0<4.0.0",
```
## Steps to reproduce the bug
```bash
pip install... | CLOSED | 2021-05-04T19:15:11 | 2021-05-05T10:10:03 | 2021-05-05T10:10:03 | https://github.com/huggingface/datasets/issues/2316 | {
"login": "cemilcengiz"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Fixed by #2317."
] |
MDU6SXNzdWU4NzM5NDEyNjY= | 2,301 | Unable to setup dev env on Windows | Hi
I tried installing the `".[dev]"` version on Windows 10 after cloning.
Here is the error I'm facing:
```bat
(env) C:\testing\datasets>pip install -e ".[dev]"
Obtaining file:///C:/testing/datasets
Requirement already satisfied: numpy>=1.17 in c:\programdata\anaconda3\envs\env\lib\site-packages (from datas... | CLOSED | 2021-05-02T13:20:42 | 2021-05-03T15:18:01 | 2021-05-03T15:17:34 | https://github.com/huggingface/datasets/issues/2301 | {
"login": "gchhablani"
} | {
"nodes": []
} | [
"Hi @gchhablani, \r\n\r\nThere are some 3rd-party dependencies that require to build code in C. In this case, it is the library `python-Levenshtein`.\r\n\r\nOn Windows, in order to be able to build C code, you need to install at least `Microsoft C++ Build Tools` version 14. You can find more info here: https://visu... |
MDU6SXNzdWU4NzM5MjgxNjk= | 2,300 | Add VoxPopuli | ## Adding a Dataset
- **Name:** Voxpopuli
- **Description:** VoxPopuli is raw data is collected from 2009-2020 European Parliament event recordings
- **Paper:** https://arxiv.org/abs/2101.00390
- **Data:** https://github.com/facebookresearch/voxpopuli
- **Motivation:** biggest unlabeled speech dataset
**Note**:... | CLOSED | 2021-05-02T12:17:40 | 2023-02-28T17:43:52 | 2023-02-28T17:43:51 | https://github.com/huggingface/datasets/issues/2300 | {
"login": "patrickvonplaten"
} | {
"nodes": [
{
"name": "dataset request"
},
{
"name": "speech"
}
]
} | [
"I'm happy to take this on:) One question: The original unlabelled data is stored unsegmented (see e.g. https://github.com/facebookresearch/voxpopuli/blob/main/voxpopuli/get_unlabelled_data.py#L30), but segmenting the audio in the dataset would require a dependency on something like soundfile or torchaudio. An alte... |
MDU6SXNzdWU4NzM5MTQ3MTc= | 2,299 | My iPhone | ## Adding a Dataset
- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
- **Motivation:** *what are some good reasons t... | CLOSED | 2021-05-02T11:11:11 | 2021-07-23T09:24:16 | 2021-05-03T08:17:38 | https://github.com/huggingface/datasets/issues/2299 | {
"login": "Jasonbuchanan1983"
} | {
"nodes": []
} | [] |
MDU6SXNzdWU4NzI5NzQ5MDc= | 2,296 | 1 | ## Adding a Dataset
- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
- **Motivation:** *what are some good reasons t... | CLOSED | 2021-04-30T17:53:49 | 2021-05-03T08:17:31 | 2021-05-03T08:17:31 | https://github.com/huggingface/datasets/issues/2296 | {
"login": "zinnyi"
} | {
"nodes": [
{
"name": "dataset request"
}
]
} | [] |
MDU6SXNzdWU4NzIxMzYwNzU= | 2,294 | Slow #0 when using map to tokenize. | Hi, _datasets_ is really amazing! I am following [run_mlm_no_trainer.py](url) to pre-train BERT, and it uses `tokenized_datasets = raw_datasets.map(
tokenize_function,
batched=True,
num_proc=args.preprocessing_num_workers,
remove_columns=column_names,
loa... | OPEN | 2021-04-30T08:00:33 | 2021-05-04T11:00:11 | null | https://github.com/huggingface/datasets/issues/2294 | {
"login": "VerdureChen"
} | {
"nodes": []
} | [
"Hi ! Have you tried other values for `preprocessing_num_workers` ? Is it always process 0 that is slower ?\r\nThere are no difference between process 0 and the others except that it processes the first shard of the dataset.",
"Hi, I have found the reason of it. Before using the map function to tokenize the data,... |
MDU6SXNzdWU4NzExMTEyMzU= | 2,288 | Load_dataset for local CSV files | The method load_dataset fails to correctly load a dataset from csv.
Moreover, I am working on a token-classification task ( POS tagging) , where each row in my CSV contains two columns each of them having a list of strings.
row example:
```tokens | labels
['I' , 'am', 'John'] | ['PRON', 'AUX', 'PROPN' ]
``... | CLOSED | 2021-04-29T15:01:10 | 2021-06-15T13:49:26 | 2021-06-15T13:49:26 | https://github.com/huggingface/datasets/issues/2288 | {
"login": "sstojanoska"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi,\r\n\r\nthis is not a standard CSV file (requires additional preprocessing) so I wouldn't label this as s bug. You could parse the examples with the regex module or the string API to extract the data, but the following approach is probably the easiest (once you load the data):\r\n```python\r\nimport ast\r\n# lo... |
MDU6SXNzdWU4NzEwMDUyMzY= | 2,285 | Help understanding how to build a dataset for language modeling as with the old TextDataset | Hello,
I am trying to load a custom dataset that I will then use for language modeling. The dataset consists of a text file that has a whole document in each line, meaning that each line overpasses the normal 512 tokens limit of most tokenizers.
I would like to understand what is the process to build a text datas... | CLOSED | 2021-04-29T13:16:45 | 2021-05-19T07:22:45 | 2021-05-19T07:22:39 | https://github.com/huggingface/datasets/issues/2285 | {
"login": "danieldiezmallo"
} | {
"nodes": []
} | [
"\r\nI received an answer for this question on the HuggingFace Datasets forum by @lhoestq\r\n\r\nHi !\r\n\r\nIf you want to tokenize line by line, you can use this:\r\n\r\n```\r\nmax_seq_length = 512\r\nnum_proc = 4\r\n\r\ndef tokenize_function(examples):\r\n# Remove empty lines\r\nexamples[\"text\"] = [line for li... |
MDU6SXNzdWU4NzA0MzE2NjI= | 2,279 | Compatibility with Ubuntu 18 and GLIBC 2.27? | ## Describe the bug
For use on Ubuntu systems, it seems that datasets requires GLIBC 2.29. However, Ubuntu 18 runs with GLIBC 2.27 and it seems [non-trivial to upgrade GLIBC to 2.29 for Ubuntu 18 users](https://www.digitalocean.com/community/questions/how-install-glibc-2-29-or-higher-in-ubuntu-18-04).
I'm not sure... | CLOSED | 2021-04-28T22:08:07 | 2021-04-29T07:42:42 | 2021-04-29T07:42:42 | https://github.com/huggingface/datasets/issues/2279 | {
"login": "tginart"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"From the trace this seems like an error in the tokenizer library instead.\r\n\r\nDo you mind opening an issue at https://github.com/huggingface/tokenizers instead?",
"Hi @tginart, thanks for reporting.\r\n\r\nI think this issue is already open at `tokenizers` library: https://github.com/huggingface/tokenizers/is... |
MDU6SXNzdWU4NzAwODgwNTk= | 2,278 | Loss result inGptNeoForCasual | Is there any way you give the " loss" and "logits" results in the gpt neo api? | CLOSED | 2021-04-28T15:39:52 | 2021-05-06T16:14:23 | 2021-05-06T16:14:23 | https://github.com/huggingface/datasets/issues/2278 | {
"login": "Yossillamm"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Hi ! I think you might have to ask on the `transformers` repo on or the forum at https://discuss.huggingface.co/\r\n\r\nClosing since it's not related to this library"
] |
MDU6SXNzdWU4NzAwMTA1MTE= | 2,276 | concatenate_datasets loads all the data into memory | ## Describe the bug
When I try to concatenate 2 datasets (10GB each) , the entire data is loaded into memory instead of being written directly to disk.
Interestingly, this happens when trying to save the new dataset to disk or concatenating it again.
![image](https://user-images.githubusercontent.com/7063207/116... | CLOSED | 2021-04-28T14:27:21 | 2021-05-03T08:41:55 | 2021-05-03T08:41:55 | https://github.com/huggingface/datasets/issues/2276 | {
"login": "chbensch"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Therefore, when I try to concatenate larger datasets (5x 35GB data sets) I also get an out of memory error, since over 90GB of swap space was used at the time of the crash:\r\n\r\n```\r\n---------------------------------------------------------------------------\r\nMemoryError Traceba... |
MDU6SXNzdWU4NjkzNzgzMTE= | 2,275 | SNLI dataset has labels of -1 | There are a number of rows with a label of -1 in the SNLI dataset. The dataset descriptions [here](https://nlp.stanford.edu/projects/snli/) and [here](https://github.com/huggingface/datasets/tree/master/datasets/snli) don't list -1 as a label possibility, and neither does the dataset viewer. As examples, see index 107... | CLOSED | 2021-04-28T00:32:25 | 2021-05-17T13:34:18 | 2021-05-17T13:34:18 | https://github.com/huggingface/datasets/issues/2275 | {
"login": "puzzler10"
} | {
"nodes": []
} | [
"Hi @puzzler10, \r\nThose examples where `gold_label` field was empty, -1 label was alloted to it. In order to remove it you can filter the samples from train/val/test splits. Here's how you can drop those rows from the dataset:\r\n`dataset = load_dataset(\"snli\")`\r\n`dataset_test_filter = dataset['test'].filter(... |
MDU6SXNzdWU4NjkwMTc5Nzc= | 2,272 | Bug in Dataset.class_encode_column | ## Describe the bug
All the rest of the columns except the one passed to `Dataset.class_encode_column` are discarded.
## Expected results
All the original columns should be kept.
This needs regression tests.
| CLOSED | 2021-04-27T16:13:18 | 2021-04-30T12:54:27 | 2021-04-30T12:54:27 | https://github.com/huggingface/datasets/issues/2272 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"This has been fixed in this commit: https://github.com/huggingface/datasets/pull/2254/commits/88676c930216cd4cc31741b99827b477d2b46cb6\r\n\r\nIt was introduced in #2246 : using map with `input_columns` doesn't return the other columns anymore"
] |
MDU6SXNzdWU4NjkwMDIxNDE= | 2,271 | Synchronize table metadata with features | **Is your feature request related to a problem? Please describe.**
As pointed out in this [comment](https://github.com/huggingface/datasets/pull/2145#discussion_r621326767):
> Metadata stored in the schema is just a redundant information regarding the feature types.
It is used when calling Dataset.from_file to kno... | CLOSED | 2021-04-27T15:55:13 | 2022-06-01T17:13:21 | 2022-06-01T17:13:21 | https://github.com/huggingface/datasets/issues/2271 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"See PR #2274 "
] |
MDU6SXNzdWU4NjgyOTExMjk= | 2,267 | DatasetDict save load Failing test in 1.6 not in 1.5 | ## Describe the bug
We have a test that saves a DatasetDict to disk and then loads it from disk. In 1.6 there is an incompatibility in the schema.
Downgrading to `>1.6` -- fixes the problem.
## Steps to reproduce the bug
```python
### Load a dataset dict from jsonl
path = '/test/foo'
ds_dict.s... | OPEN | 2021-04-27T00:03:25 | 2026-05-22T07:10:40 | null | https://github.com/huggingface/datasets/issues/2267 | {
"login": "timothyjlaurent"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Thanks for reporting ! We're looking into it",
"I'm not able to reproduce this, do you think you can provide a code that creates a DatasetDict that has this issue when saving and reloading ?",
"Hi, I just ran into a similar error. Here is the minimal code to reproduce:\r\n```python\r\nfrom datasets import load... |
MDU6SXNzdWU4NjczMjUzNTE= | 2,262 | NewsPH NLI dataset script fails to access test data. | In Newsph-NLI Dataset (#1192), it fails to access test data.
According to the script below, the download manager will download the train data when trying to download the test data.
https://github.com/huggingface/datasets/blob/2a2dd6316af2cc7fdf24e4779312e8ee0c7ed98b/datasets/newsph_nli/newsph_nli.py#L71
If yo... | CLOSED | 2021-04-26T06:44:41 | 2021-04-29T09:32:03 | 2021-04-29T09:30:20 | https://github.com/huggingface/datasets/issues/2262 | {
"login": "jinmang2"
} | {
"nodes": [
{
"name": "dataset bug"
}
]
} | [
"Thanks @bhavitvyamalik for the fix !\r\nThe fix will be available in the next release.\r\nIt's already available on the `master` branch. For now you can either install `datasets` from source or use `script_version=\"master\"` in `load_dataset` to use the fixed version of this dataset."
] |
MDU6SXNzdWU4NjY3MDg2MDk= | 2,256 | Running `datase.map` with `num_proc > 1` uses a lot of memory | ## Describe the bug
Running `datase.map` with `num_proc > 1` leads to a tremendous memory usage that requires swapping on disk and it becomes very slow.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dstc8_datset = load_dataset("roskoN/dstc8-reddit-corpus", keep_in_memory=False)
... | CLOSED | 2021-04-24T09:56:20 | 2021-04-26T17:12:15 | 2021-04-26T17:12:15 | https://github.com/huggingface/datasets/issues/2256 | {
"login": "roskoN"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Thanks for reporting ! We are working on this and we'll do a patch release very soon.",
"We did a patch release to fix this issue.\r\nIt should be fixed in the new version 1.6.1\r\n\r\nThanks again for reporting and for the details :)"
] |
MDU6SXNzdWU4NjU4NzA3MTA= | 2,252 | Slow dataloading with big datasets issue persists | Hi,
I reported too slow data fetching when data is large(#2210) a couple of weeks ago, and @lhoestq referred me to the fix (#2122).
However, the problem seems to persist. Here is the profiled results:
1) Running with 60GB
```
Action | Mean duration (s) |Num calls | Total ... | CLOSED | 2021-04-23T08:18:20 | 2024-01-26T15:10:28 | 2024-01-26T15:10:28 | https://github.com/huggingface/datasets/issues/2252 | {
"login": "hwijeen"
} | {
"nodes": []
} | [
"Hi ! Sorry to hear that. This may come from another issue then.\r\n\r\nFirst can we check if this latency comes from the dataset itself ?\r\nYou can try to load your dataset and benchmark the speed of querying random examples inside it ?\r\n```python\r\nimport time\r\nimport numpy as np\r\n\r\nfrom datasets import... |
MDU6SXNzdWU4NjU4NDg3MDU= | 2,251 | while running run_qa.py, ran into a value error | command:
python3 run_qa.py --model_name_or_path hyunwoongko/kobart --dataset_name squad_kor_v2 --do_train --do_eval --per_device_train_batch_size 8 --learning_rate 3e-5 --num_train_epochs 3 --max_seq_length 512 --doc_stride 128 --output_dir /tmp/debug_squad/
error:
ValueError: External fe... | OPEN | 2021-04-23T07:51:03 | 2026-05-22T07:10:33 | null | https://github.com/huggingface/datasets/issues/2251 | {
"login": "nlee0212"
} | {
"nodes": []
} | [
"Hi! Triaging older issues this week — I couldn't reproduce this on the current `main` (datasets 4.8.6.dev0).\n\nThe error reported here is `ValueError: External features info don't match the dataset` from running `run_qa.py` on `squad_kor_v2`. Two reasons this likely doesn't reproduce today:\n\n- `squad_kor_v2` wa... |
MDU6SXNzdWU4NjU0MDI0NDk= | 2,250 | some issue in loading local txt file as Dataset for run_mlm.py | 
first of all, I tried to load 3 .txt files as a dataset (sure that the directory and permission is OK.), I face with the below error.
> FileNotFoundError: [Errno 2] No such file or directory: 'c'
by ... | CLOSED | 2021-04-22T19:39:13 | 2022-03-30T08:29:47 | 2022-03-30T08:29:47 | https://github.com/huggingface/datasets/issues/2250 | {
"login": "alighofrani95"
} | {
"nodes": []
} | [
"Hi,\r\n\r\n1. try\r\n ```python\r\n dataset = load_dataset(\"text\", data_files={\"train\": [\"a1.txt\", \"b1.txt\"], \"test\": [\"c1.txt\"]})\r\n ```\r\n instead.\r\n\r\n Sadly, I can't reproduce the error on my machine. If the above code doesn't resolve the issue, try to update the library to the ... |
MDU6SXNzdWU4NjI5MDkzODk= | 2,243 | Map is slow and processes batches one after another | ## Describe the bug
I have a somewhat unclear bug to me, where I can't figure out what the problem is. The code works as expected on a small subset of my dataset (2000 samples) on my local machine, but when I execute the same code with a larger dataset (1.4 million samples) this problem occurs. Thats why I can't giv... | CLOSED | 2021-04-20T14:58:20 | 2021-05-03T17:54:33 | 2021-05-03T17:54:32 | https://github.com/huggingface/datasets/issues/2243 | {
"login": "villmow"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi @villmow, thanks for reporting.\r\n\r\nCould you please try with the Datasets version 1.6? We released it yesterday and it fixes some issues about the processing speed. You can see the fix implemented by @lhoestq here: #2122.\r\n\r\nOnce you update Datasets, please confirm if the problem persists.",
"Hi @albe... |
MDU6SXNzdWU4NjI4NzAyMDU= | 2,242 | Link to datasets viwer on Quick Tour page returns "502 Bad Gateway" | Link to datasets viwer (https://huggingface.co/datasets/viewer/) on Quick Tour page (https://huggingface.co/docs/datasets/quicktour.html) returns "502 Bad Gateway"
The same error with https://huggingface.co/datasets/viewer/?dataset=glue&config=mrpc | CLOSED | 2021-04-20T14:19:51 | 2021-04-20T15:02:45 | 2021-04-20T15:02:45 | https://github.com/huggingface/datasets/issues/2242 | {
"login": "martavillegas"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"This should be fixed now!\r\n\r\ncc @srush "
] |
MDU6SXNzdWU4NjE5MDQzMDY= | 2,239 | Error loading wikihow dataset | ## Describe the bug
When attempting to load wikihow into a dataset with
```python
from datasets import load_dataset
dataset = load_dataset('wikihow', data_dir='./wikihow')
```
I get the message:
```
AttributeError: 'BuilderConfig' object has no attribute 'filename'
```
at the end of a [full stack trace](htt... | CLOSED | 2021-04-19T21:02:31 | 2021-04-20T16:33:11 | 2021-04-20T16:33:11 | https://github.com/huggingface/datasets/issues/2239 | {
"login": "odellus"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi @odellus, thanks for reporting.\r\n\r\nThe `wikihow` dataset has 2 versions:\r\n- `all`: Consisting of the concatenation of all paragraphs as the articles and the bold lines as the reference summaries.\r\n- `sep`: Consisting of each paragraph and its summary.\r\n\r\nTherefore, in order to load it, you have to s... |
MDU6SXNzdWU4NjE0Mjc0Mzk= | 2,237 | Update Dataset.dataset_size after transformed with map | After loading a dataset, if we transform it by using `.map` its `dataset_size` attirbute is not updated. | OPEN | 2021-04-19T15:19:38 | 2021-04-20T14:22:05 | null | https://github.com/huggingface/datasets/issues/2237 | {
"login": "albertvillanova"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"@albertvillanova I would like to take this up. It would be great if you could point me as to how the dataset size is calculated in HF. Thanks!"
] |
MDU6SXNzdWU4NjEzODgxNDU= | 2,236 | Request to add StrategyQA dataset | ## Request to add StrategyQA dataset
- **Name:** StrategyQA
- **Description:** open-domain QA [(project page)](https://allenai.org/data/strategyqa)
- **Paper:** [url](https://arxiv.org/pdf/2101.02235.pdf)
- **Data:** [here](https://allenai.org/data/strategyqa)
- **Motivation:** uniquely-formulated dataset that als... | OPEN | 2021-04-19T14:46:26 | 2021-04-19T14:46:26 | null | https://github.com/huggingface/datasets/issues/2236 | {
"login": "sarahwie"
} | {
"nodes": [
{
"name": "dataset request"
}
]
} | [] |
MDU6SXNzdWU4NTk4MTcxNTk= | 2,230 | Keys yielded while generating dataset are not being checked | The keys used in the dataset generation script to ensure the same order is generated on every user's end should be checked for their types (i.e either `str` or `int`) as well as whether they are unique or not.
Currently, the keys are not being checked for any of these, as evident from `xnli' dataset generation:
https... | CLOSED | 2021-04-16T13:29:47 | 2021-05-10T17:31:21 | 2021-05-10T17:31:21 | https://github.com/huggingface/datasets/issues/2230 | {
"login": "NikhilBartwal"
} | {
"nodes": [
{
"name": "enhancement"
}
]
} | [
"Hi ! Indeed there's no verification on the uniqueness nor the types of the keys.\r\nDo you already have some ideas of what you would like to implement and how ?",
"Hey @lhoestq, thank you so much for the opportunity.\r\nAlthough I haven't had much experience with the HF Datasets code, after a careful look at how... |
MDU6SXNzdWU4NTk4MTA2MDI= | 2,229 | `xnli` dataset creating a tuple key while yielding instead of `str` or `int` | When using `ds = datasets.load_dataset('xnli', 'ar')`, the dataset generation script uses the following section of code in the egging, which yields a tuple key instead of the specified `str` or `int` key:
https://github.com/huggingface/datasets/blob/56346791aed417306d054d89bd693d6b7eab17f7/datasets/xnli/xnli.py#L196
... | CLOSED | 2021-04-16T13:21:53 | 2021-04-19T08:56:42 | 2021-04-19T08:56:42 | https://github.com/huggingface/datasets/issues/2229 | {
"login": "NikhilBartwal"
} | {
"nodes": []
} | [
"Hi ! Sure sounds good. Also if you find other datasets that use tuples instead of str/int, you can also fix them !\r\nthanks :)",
"@lhoestq I have sent a PR for fixing the issue. Would be great if you could have a look! Thanks!"
] |
MDU6SXNzdWU4NTk3MjAzMDI= | 2,226 | Batched map fails when removing all columns | Hi @lhoestq ,
I'm hijacking this issue, because I'm currently trying to do the approach you recommend:
> Currently the optimal setup for single-column computations is probably to do something like
>
> ```python
> result = dataset.map(f, input_columns="my_col", remove_columns=dataset.column_names)
> ```
He... | CLOSED | 2021-04-16T11:17:01 | 2022-10-05T17:32:15 | 2022-10-05T17:32:15 | https://github.com/huggingface/datasets/issues/2226 | {
"login": "villmow"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"I found the problem. I called `set_format` on some columns before. This makes it crash. Here is a complete example to reproduce:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\nsst = load_dataset(\"sst\")\r\nsst.set_format(\"torch\", columns=[\"label\"], output_all_columns=True)\r\nds = sst[\"train\"]\r\n... |
MDU6SXNzdWU4NTc5ODMzNjE= | 2,224 | Raise error if Windows max path length is not disabled | On startup, raise an error if Windows max path length is not disabled; ask the user to disable it.
Linked to discussion in #2220. | OPEN | 2021-04-14T14:57:20 | 2021-04-14T14:59:13 | null | https://github.com/huggingface/datasets/issues/2224 | {
"login": "albertvillanova"
} | {
"nodes": []
} | [] |
MDU6SXNzdWU4NTcyMzg0MzU= | 2,218 | Duplicates in the LAMA dataset | I observed duplicates in the LAMA probing dataset, see a minimal code below.
```
>>> import datasets
>>> dataset = datasets.load_dataset('lama')
No config specified, defaulting to: lama/trex
Reusing dataset lama (/home/anam/.cache/huggingface/datasets/lama/trex/1.1.0/97deffae13eca0a18e77dfb3960bb31741e973586f5c... | OPEN | 2021-04-13T18:59:49 | 2026-05-22T07:10:27 | null | https://github.com/huggingface/datasets/issues/2218 | {
"login": "amarasovic"
} | {
"nodes": []
} | [
"Hi,\r\n\r\ncurrently the datasets API doesn't have a dedicated function to remove duplicate rows, but since the LAMA dataset is not too big (it fits in RAM), we can leverage pandas to help us remove duplicates:\r\n```python\r\n>>> from datasets import load_dataset, Dataset\r\n>>> dataset = load_dataset('lama', spl... |
MDU6SXNzdWU4NTYzMzM2NTc= | 2,214 | load_metric error: module 'datasets.utils.file_utils' has no attribute 'add_start_docstrings' | I'm having the same problem as [Notebooks issue 10](https://github.com/huggingface/notebooks/issues/10) on datasets 1.2.1, and it seems to be an issue with the datasets package.
```python
>>> from datasets import load_metric
>>> metric = load_metric("glue", "sst2")
Traceback (most recent call last):
File "<std... | CLOSED | 2021-04-12T20:26:01 | 2021-04-23T15:20:02 | 2021-04-23T15:20:02 | https://github.com/huggingface/datasets/issues/2214 | {
"login": "nsaphra"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi @nsaphra, thanks for reporting.\r\n\r\nThis issue was fixed in `datasets` version 1.3.0. Could you please update `datasets` and tell me if the problem persists?\r\n```shell\r\npip install -U datasets\r\n```",
"There might be a bug in the conda version of `datasets` 1.2.1 where the datasets/metric scripts are ... |
MDU6SXNzdWU4NTU5OTkxMzM= | 2,212 | Can't reach "https://storage.googleapis.com/illuin/fquad/train.json.zip" when trying to load fquad dataset | I'm trying to load the [fquad dataset](https://huggingface.co/datasets/fquad) by running:
```Python
fquad = load_dataset("fquad")
```
which produces the following error:
```
Using custom data configuration default
Downloading and preparing dataset fquad/default (download: 3.14 MiB, generated: 6.62 MiB, ... | CLOSED | 2021-04-12T13:49:56 | 2023-10-03T16:09:19 | 2023-10-03T16:09:18 | https://github.com/huggingface/datasets/issues/2212 | {
"login": "hanss0n"
} | {
"nodes": []
} | [
"Hi ! Apparently the data are not available from this url anymore. We'll replace it with the new url when it's available",
"I saw this on their website when we request to download the dataset:\r\n\r\n\r\... |
MDU6SXNzdWU4NTU5ODg0MTA= | 2,211 | Getting checksum error when trying to load lc_quad dataset | I'm having issues loading the [lc_quad](https://huggingface.co/datasets/fquad) dataset by running:
```Python
lc_quad = load_dataset("lc_quad")
```
which is giving me the following error:
```
Using custom data configuration default
Downloading and preparing dataset lc_quad/default (download: 3.69 MiB, ge... | CLOSED | 2021-04-12T13:38:58 | 2021-04-14T13:42:25 | 2021-04-14T13:42:25 | https://github.com/huggingface/datasets/issues/2211 | {
"login": "hanss0n"
} | {
"nodes": []
} | [
"Hi,\r\n\r\nI've already opened a PR with the fix. If you are in a hurry, just build the project from source and run:\r\n```bash\r\ndatasets-cli test datasets/lc_quad --save_infos --all_configs --ignore_verifications\r\n```\r\n\r\n",
"Ah sorry, I tried searching but couldn't find any related PR. \r\n\r\nThank you... |
MDU6SXNzdWU4NTU3MDk0MDA= | 2,210 | dataloading slow when using HUGE dataset | Hi,
When I use datasets with 600GB data, the dataloading speed increases significantly.
I am experimenting with two datasets, and one is about 60GB and the other 600GB.
Simply speaking, my code uses `datasets.set_format("torch")` function and let pytorch-lightning handle ddp training.
When looking at the pytorch... | CLOSED | 2021-04-12T08:33:02 | 2021-04-13T02:03:05 | 2021-04-13T02:03:05 | https://github.com/huggingface/datasets/issues/2210 | {
"login": "hwijeen"
} | {
"nodes": []
} | [
"Hi ! Yes this is an issue with `datasets<=1.5.0`\r\nThis issue has been fixed by #2122 , we'll do a new release soon :)\r\nFor now you can test it on the `master` branch.",
"Hi, thank you for your answer. I did not realize that my issue stems from the same problem. "
] |
MDU6SXNzdWU4NTUyNjczODM= | 2,207 | making labels consistent across the datasets | Hi
For accessing the labels one can type
```
>>> a.features['label']
ClassLabel(num_classes=3, names=['entailment', 'neutral', 'contradiction'], names_file=None, id=None)
```
The labels however are not consistent with the actual labels sometimes, for instance in case of XNLI, the actual labels are 0,1,2, but if ... | CLOSED | 2021-04-11T10:03:56 | 2022-06-01T16:23:08 | 2022-06-01T16:21:10 | https://github.com/huggingface/datasets/issues/2207 | {
"login": "dorost1234"
} | {
"nodes": []
} | [
"Hi ! The ClassLabel feature type encodes the labels as integers.\r\nThe integer corresponds to the index of the label name in the `names` list of the ClassLabel.\r\nHere that means that the labels are 'entailment' (0), 'neutral' (1), 'contradiction' (2).\r\n\r\nYou can get the label names back by using `a.features... |
MDU6SXNzdWU4NTUyNTI0MTU= | 2,206 | Got pyarrow error when loading a dataset while adding special tokens into the tokenizer | I added five more special tokens into the GPT2 tokenizer. But after that, when I try to pre-process the data using my previous code, I got an error shown below:
Traceback (most recent call last):
File "/home/xuyan/anaconda3/envs/convqa/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1687, in _map_sin... | CLOSED | 2021-04-11T08:40:09 | 2021-11-10T12:18:30 | 2021-11-10T12:04:28 | https://github.com/huggingface/datasets/issues/2206 | {
"login": "yana-xuyan"
} | {
"nodes": [
{
"name": "bug"
}
]
} | [
"Hi,\r\n\r\nthe output of the tokenizers is treated specially in the lib to optimize the dataset size (see the code [here](https://github.com/huggingface/datasets/blob/master/src/datasets/arrow_writer.py#L138-L141)). It looks like that one of the values in a dictionary returned by the tokenizer is out of the assume... |
MDU6SXNzdWU4NTQ0NDk2NTY= | 2,200 | _prepare_split will overwrite DatasetBuilder.info.features | Hi, here is my issue:
I initialized a Csv datasetbuilder with specific features:
```
def get_dataset_features(data_args):
features = {}
if data_args.text_features:
features.update({text_feature: hf_features.Value("string") for text_feature in data_args.text_features.strip().split(",")})
if da... | CLOSED | 2021-04-09T11:47:13 | 2021-06-04T10:37:35 | 2021-06-04T10:37:35 | https://github.com/huggingface/datasets/issues/2200 | {
"login": "Gforky"
} | {
"nodes": []
} | [
"Hi ! This might be related to #2153 \r\n\r\nYou're right the ArrowWriter should be initialized with `features=self.info.features` ! Good catch\r\nI'm opening a PR to fix this and also to figure out how it was not caught in the tests\r\n\r\nEDIT: opened #2201",
"> Hi ! This might be related to #2153\r\n> \r\n> Yo... |
MDU6SXNzdWU4NTQxMjYxMTQ= | 2,196 | `load_dataset` caches two arrow files? | Hi,
I am using datasets to load large json file of 587G.
I checked the cached folder and found that there are two arrow files created:
* `cache-ed205e500a7dc44c.arrow` - 355G
* `json-train.arrow` - 582G
Why is the first file created?
If I delete it, would I still be able to `load_from_disk`? | CLOSED | 2021-04-09T03:49:19 | 2021-04-12T05:25:29 | 2021-04-12T05:25:29 | https://github.com/huggingface/datasets/issues/2196 | {
"login": "hwijeen"
} | {
"nodes": [
{
"name": "question"
}
]
} | [
"Hi ! Files that starts with `cache-*` are cached computation files, i.e. they are the cached results of map/filter/cast/etc. operations. For example if you used `map` on your dataset to transform it, then the resulting dataset is going to be stored and cached in a `cache-*` file. These files are used to avoid havi... |
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