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The files were changed in https://github.com/budzianowski/multiwoz/pull/72 | {
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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... | {
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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.
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https://api.github.com/repos/huggingface/datasets/issues/2275 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2275/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2275/comments | https://api.github.com/repos/huggingface/datasets/issues/2275/events | https://github.com/huggingface/datasets/issues/2275 | 869,378,311 | MDU6SXNzdWU4NjkzNzgzMTE= | 2,275 | SNLI dataset has labels of -1 | {
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For each function that transforms the feature types of the dataset, I added ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2272 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2272/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2272/comments | https://api.github.com/repos/huggingface/datasets/issues/2272/events | https://github.com/huggingface/datasets/issues/2272 | 869,017,977 | MDU6SXNzdWU4NjkwMTc5Nzc= | 2,272 | Bug in Dataset.class_encode_column | {
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} | ## 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.
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https://api.github.com/repos/huggingface/datasets/issues/2271 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2271/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2271/comments | https://api.github.com/repos/huggingface/datasets/issues/2271/events | https://github.com/huggingface/datasets/issues/2271 | 869,002,141 | MDU6SXNzdWU4NjkwMDIxNDE= | 2,271 | Synchronize table metadata with features | {
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} | **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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2270 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2270/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2270/comments | https://api.github.com/repos/huggingface/datasets/issues/2270/events | https://github.com/huggingface/datasets/pull/2270 | 868,913,660 | MDExOlB1bGxSZXF1ZXN0NjI0MzU5Njky | 2,270 | Fix iterable interface expected by numpy | {
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https://api.github.com/repos/huggingface/datasets/issues/2269 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2269/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2269/comments | https://api.github.com/repos/huggingface/datasets/issues/2269/events | https://github.com/huggingface/datasets/pull/2269 | 868,878,468 | MDExOlB1bGxSZXF1ZXN0NjI0MzMwNDA3 | 2,269 | Fix query table with iterable | {
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However there's currently an issue caused by the use of `np.array` instead of `np.fromiter` on the iterable.
This PR fixes it | {
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https://api.github.com/repos/huggingface/datasets/issues/2268 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2268/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2268/comments | https://api.github.com/repos/huggingface/datasets/issues/2268/events | https://github.com/huggingface/datasets/pull/2268 | 868,773,380 | MDExOlB1bGxSZXF1ZXN0NjI0MjQyODg1 | 2,268 | Don't use pyarrow 4.0.0 since it segfaults when casting a sliced ListArray of integers | {
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Setting `pyarrow<4.0.0` for now. I'll open an issue on JIRA once I know more about the origin of the issue | {
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https://api.github.com/repos/huggingface/datasets/issues/2267 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2267/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2267/comments | https://api.github.com/repos/huggingface/datasets/issues/2267/events | https://github.com/huggingface/datasets/issues/2267 | 868,291,129 | MDU6SXNzdWU4NjgyOTExMjk= | 2,267 | DatasetDict save load Failing test in 1.6 not in 1.5 | {
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} | ## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2266 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2266/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2266/comments | https://api.github.com/repos/huggingface/datasets/issues/2266/events | https://github.com/huggingface/datasets/pull/2266 | 867,864,353 | MDExOlB1bGxSZXF1ZXN0NjIzNDY1OTI5 | 2,266 | Make tests run faster | {
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Ideally we should keep the whole CI run time below 10min.
In this PR I removed the remote tests that were never used.
I also replaced nested parametrized tests with unit tests.
This makes me think that we could still add more high level tests to check for a few combinations of par... | {
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https://api.github.com/repos/huggingface/datasets/issues/2265 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2265/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2265/comments | https://api.github.com/repos/huggingface/datasets/issues/2265/events | https://github.com/huggingface/datasets/pull/2265 | 867,490,646 | MDExOlB1bGxSZXF1ZXN0NjIzMTUyOTg5 | 2,265 | Update black | {
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This makes the CI currently fail on master | {
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https://api.github.com/repos/huggingface/datasets/issues/2264 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2264/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2264/comments | https://api.github.com/repos/huggingface/datasets/issues/2264/events | https://github.com/huggingface/datasets/pull/2264 | 867,476,228 | MDExOlB1bGxSZXF1ZXN0NjIzMTQwODA1 | 2,264 | Fix memory issue in multiprocessing: Don't pickle table index | {
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I fixed that by not pickling the index attributes. Therefore each process has to rebuild the index when unpickling the table.
Fix issue #2256
We'll do a patch release asap ! | {
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... | [] | closed | false | [] | null | [] | 2021-04-26T08:27:18Z | 2021-04-29T09:30:21Z | 2021-04-29T09:30:20Z | null | CONTRIBUTOR | null | null | null | null | Fixes #2262. Thanks for pointing out issue with dataset @jinmang2! | {
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https://api.github.com/repos/huggingface/datasets/issues/2262 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2262/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2262/comments | https://api.github.com/repos/huggingface/datasets/issues/2262/events | https://github.com/huggingface/datasets/issues/2262 | 867,325,351 | MDU6SXNzdWU4NjczMjUzNTE= | 2,262 | NewsPH NLI dataset script fails to access test data. | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2261 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2261/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2261/comments | https://api.github.com/repos/huggingface/datasets/issues/2261/events | https://github.com/huggingface/datasets/pull/2261 | 867,088,818 | MDExOlB1bGxSZXF1ZXN0NjIyODIxNzQw | 2,261 | Improve ReadInstruction logic and update docs | {
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https://api.github.com/repos/huggingface/datasets/issues/2260 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2260/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2260/comments | https://api.github.com/repos/huggingface/datasets/issues/2260/events | https://github.com/huggingface/datasets/pull/2260 | 866,961,697 | MDExOlB1bGxSZXF1ZXN0NjIyNzMwODYx | 2,260 | GooAQ dataset added | {
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... | [] | closed | false | [] | null | [] | 2021-04-25T09:26:48Z | 2021-05-07T08:36:17Z | 2021-05-07T08:36:17Z | null | CONTRIBUTOR | null | null | null | null | @lhoestq here the dataset is stored with Git LFS. Should I add option for manual downloading of dataset using `git lfs pull` post repo cloning or can we accommodate this in the current `download_and_extract`? | {
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https://api.github.com/repos/huggingface/datasets/issues/2259 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2259/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2259/comments | https://api.github.com/repos/huggingface/datasets/issues/2259/events | https://github.com/huggingface/datasets/pull/2259 | 866,880,092 | MDExOlB1bGxSZXF1ZXN0NjIyNjc2ODA0 | 2,259 | Add support for Split.ALL | {
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https://api.github.com/repos/huggingface/datasets/issues/2258 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2258/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2258/comments | https://api.github.com/repos/huggingface/datasets/issues/2258/events | https://github.com/huggingface/datasets/pull/2258 | 866,870,588 | MDExOlB1bGxSZXF1ZXN0NjIyNjcxNTQy | 2,258 | Fix incorrect update_metadata_with_features calls in ArrowDataset | {
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https://api.github.com/repos/huggingface/datasets/issues/2257 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2257/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2257/comments | https://api.github.com/repos/huggingface/datasets/issues/2257/events | https://github.com/huggingface/datasets/pull/2257 | 866,755,203 | MDExOlB1bGxSZXF1ZXN0NjIyNTkwMDQw | 2,257 | added metrics for CUAD | {
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... | [] | closed | false | [] | null | [] | 2021-04-24T14:09:54Z | 2021-04-29T09:53:38Z | 2021-04-27T16:16:32Z | null | CONTRIBUTOR | null | null | null | null | For now I've added F1, AUPR, Precision at 80% recall, and Precision at 90%. Last 3 metrics were reported in the [paper](https://arxiv.org/pdf/2103.06268.pdf). Please let me know if we require `exact_match` metric too here | {
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https://api.github.com/repos/huggingface/datasets/issues/2256 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2256/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2256/comments | https://api.github.com/repos/huggingface/datasets/issues/2256/events | https://github.com/huggingface/datasets/issues/2256 | 866,708,609 | MDU6SXNzdWU4NjY3MDg2MDk= | 2,256 | Running `datase.map` with `num_proc > 1` uses a lot of memory | {
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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)
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Task taxonomy follows 🤗 Transformers's pipelines taxonomy: https://github.com/huggingface/transformers/tree/master/src/transformers/pipelines
Edit by @lewtun:
This PR implements support for the following tasks:
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https://api.github.com/repos/huggingface/datasets/issues/2254 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2254/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2254/comments | https://api.github.com/repos/huggingface/datasets/issues/2254/events | https://github.com/huggingface/datasets/pull/2254 | 866,169,312 | MDExOlB1bGxSZXF1ZXN0NjIyMTE1NDI0 | 2,254 | Update format, fingerprint and indices after add_item | {
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https://api.github.com/repos/huggingface/datasets/issues/2252 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2252/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2252/comments | https://api.github.com/repos/huggingface/datasets/issues/2252/events | https://github.com/huggingface/datasets/issues/2252 | 865,870,710 | MDU6SXNzdWU4NjU4NzA3MTA= | 2,252 | Slow dataloading with big datasets issue persists | {
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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
```
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2250 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2250/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2250/comments | https://api.github.com/repos/huggingface/datasets/issues/2250/events | https://github.com/huggingface/datasets/issues/2250 | 865,402,449 | MDU6SXNzdWU4NjU0MDI0NDk= | 2,250 | some issue in loading local txt file as Dataset for run_mlm.py | {
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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 ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2249 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2249/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2249/comments | https://api.github.com/repos/huggingface/datasets/issues/2249/events | https://github.com/huggingface/datasets/pull/2249 | 865,257,826 | MDExOlB1bGxSZXF1ZXN0NjIxMzU1MzE3 | 2,249 | Allow downloading/processing/caching only specific splits | {
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This PR implements two steps to handle only specific splits:
- it allows processing/caching only specific splits into Arrow files
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- `map` now uses `with_format` to only load needed columns in memory when `input_columns` is set
- Slicing datasets with Iterables of indices now uses a new `Table.fast_gather` method, implemented with `np.searchsorted`, to find the appropriate batch indices all at once. `pa.concat_tables` is ... | {
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There is currently no verification for the data type and the uniqueness of the keys yielded by the `dataset_builder`.
This PR is currently a work in progress with the following goals:
- [x] Adding `hash_salt` to `ArrowWriter` so that the keys belonging to different splits have different hash
- [x]... | {
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https://api.github.com/repos/huggingface/datasets/issues/2244 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2244/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2244/comments | https://api.github.com/repos/huggingface/datasets/issues/2244/events | https://github.com/huggingface/datasets/pull/2244 | 863,029,946 | MDExOlB1bGxSZXF1ZXN0NjE5NTAyODc0 | 2,244 | Set specific cache directories per test function call | {
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Currently, the cache directories are set within the temporary test directory, but they are shared across all test function calls.
This PR implements specific cache directories for each test function call, so that tests ar... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2243 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2243/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2243/comments | https://api.github.com/repos/huggingface/datasets/issues/2243/events | https://github.com/huggingface/datasets/issues/2243 | 862,909,389 | MDU6SXNzdWU4NjI5MDkzODk= | 2,243 | Map is slow and processes batches one after another | {
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} | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2242 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2242/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2242/comments | https://api.github.com/repos/huggingface/datasets/issues/2242/events | https://github.com/huggingface/datasets/issues/2242 | 862,870,205 | MDU6SXNzdWU4NjI4NzAyMDU= | 2,242 | Link to datasets viwer on Quick Tour page returns "502 Bad Gateway" | {
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} | 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 | {
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https://api.github.com/repos/huggingface/datasets/issues/2241 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2241/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2241/comments | https://api.github.com/repos/huggingface/datasets/issues/2241/events | https://github.com/huggingface/datasets/pull/2241 | 862,696,460 | MDExOlB1bGxSZXF1ZXN0NjE5MjI0MzIw | 2,241 | Add SLR32 to OpenSLR | {
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https://api.github.com/repos/huggingface/datasets/issues/2240 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2240/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2240/comments | https://api.github.com/repos/huggingface/datasets/issues/2240/events | https://github.com/huggingface/datasets/pull/2240 | 862,537,856 | MDExOlB1bGxSZXF1ZXN0NjE5MDkyODc5 | 2,240 | Clarify how to load wikihow | {
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En relation with #2239. | {
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https://api.github.com/repos/huggingface/datasets/issues/2239 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2239/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2239/comments | https://api.github.com/repos/huggingface/datasets/issues/2239/events | https://github.com/huggingface/datasets/issues/2239 | 861,904,306 | MDU6SXNzdWU4NjE5MDQzMDY= | 2,239 | Error loading wikihow dataset | {
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} | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2238 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2238/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2238/comments | https://api.github.com/repos/huggingface/datasets/issues/2238/events | https://github.com/huggingface/datasets/pull/2238 | 861,518,291 | MDExOlB1bGxSZXF1ZXN0NjE4MTY5NzM5 | 2,238 | NLU evaluation data | {
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https://api.github.com/repos/huggingface/datasets/issues/2237 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2237/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2237/comments | https://api.github.com/repos/huggingface/datasets/issues/2237/events | https://github.com/huggingface/datasets/issues/2237 | 861,427,439 | MDU6SXNzdWU4NjE0Mjc0Mzk= | 2,237 | Update Dataset.dataset_size after transformed with map | {
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https://api.github.com/repos/huggingface/datasets/issues/2236 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2236/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2236/comments | https://api.github.com/repos/huggingface/datasets/issues/2236/events | https://github.com/huggingface/datasets/issues/2236 | 861,388,145 | MDU6SXNzdWU4NjEzODgxNDU= | 2,236 | Request to add StrategyQA dataset | {
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- **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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2235 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2235/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2235/comments | https://api.github.com/repos/huggingface/datasets/issues/2235/events | https://github.com/huggingface/datasets/pull/2235 | 861,040,716 | MDExOlB1bGxSZXF1ZXN0NjE3Nzc0NDUw | 2,235 | Update README.md | {
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https://api.github.com/repos/huggingface/datasets/issues/2234 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2234/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2234/comments | https://api.github.com/repos/huggingface/datasets/issues/2234/events | https://github.com/huggingface/datasets/pull/2234 | 860,442,246 | MDExOlB1bGxSZXF1ZXN0NjE3MzI4NDU3 | 2,234 | Fix bash snippet formatting in ADD_NEW_DATASET.md | {
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https://api.github.com/repos/huggingface/datasets/issues/2233 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2233/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2233/comments | https://api.github.com/repos/huggingface/datasets/issues/2233/events | https://github.com/huggingface/datasets/pull/2233 | 860,097,084 | MDExOlB1bGxSZXF1ZXN0NjE3MDYwMTkw | 2,233 | Fix `xnli` dataset tuple key | {
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The `xnli` dataset yields a tuple key in case of `ar` which is inconsistant with the acceptable key types (str/int).
The key was thus ported to `str` keeping the original information intact. | {
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https://api.github.com/repos/huggingface/datasets/issues/2232 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2232/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2232/comments | https://api.github.com/repos/huggingface/datasets/issues/2232/events | https://github.com/huggingface/datasets/pull/2232 | 860,075,931 | MDExOlB1bGxSZXF1ZXN0NjE3MDQyNTI4 | 2,232 | Start filling GLUE dataset card | {
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I added the descriptions (mainly from TFDS since the script is the same), and I also added the tasks tags as well as examples for a subset of the tasks.
cc @sgugger | {
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https://api.github.com/repos/huggingface/datasets/issues/2231 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2231/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2231/comments | https://api.github.com/repos/huggingface/datasets/issues/2231/events | https://github.com/huggingface/datasets/pull/2231 | 859,850,488 | MDExOlB1bGxSZXF1ZXN0NjE2ODYyNTEx | 2,231 | Fix map when removing columns on a formatted dataset | {
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The `remove_columns` argument was ignored on formatted datasets | {
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https://api.github.com/repos/huggingface/datasets/issues/2230 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2230/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2230/comments | https://api.github.com/repos/huggingface/datasets/issues/2230/events | https://github.com/huggingface/datasets/issues/2230 | 859,817,159 | MDU6SXNzdWU4NTk4MTcxNTk= | 2,230 | Keys yielded while generating dataset are not being checked | {
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} | 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:
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https://api.github.com/repos/huggingface/datasets/issues/2229 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2229/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2229/comments | https://api.github.com/repos/huggingface/datasets/issues/2229/events | https://github.com/huggingface/datasets/issues/2229 | 859,810,602 | MDU6SXNzdWU4NTk4MTA2MDI= | 2,229 | `xnli` dataset creating a tuple key while yielding instead of `str` or `int` | {
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} | 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
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https://api.github.com/repos/huggingface/datasets/issues/2228 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2228/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2228/comments | https://api.github.com/repos/huggingface/datasets/issues/2228/events | https://github.com/huggingface/datasets/pull/2228 | 859,795,563 | MDExOlB1bGxSZXF1ZXN0NjE2ODE2MTQz | 2,228 | [WIP] Add ArrayXD support for fixed size list. | {
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Since offset are not stored anymore, the file size is now roughly equal to the actual data size. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2227 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2227/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2227/comments | https://api.github.com/repos/huggingface/datasets/issues/2227/events | https://github.com/huggingface/datasets/pull/2227 | 859,771,526 | MDExOlB1bGxSZXF1ZXN0NjE2Nzk1NjMx | 2,227 | Use update_metadata_with_features decorator in class_encode_column method | {
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https://api.github.com/repos/huggingface/datasets/issues/2226 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2226/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2226/comments | https://api.github.com/repos/huggingface/datasets/issues/2226/events | https://github.com/huggingface/datasets/issues/2226 | 859,720,302 | MDU6SXNzdWU4NTk3MjAzMDI= | 2,226 | Batched map fails when removing all columns | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2225 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2225/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2225/comments | https://api.github.com/repos/huggingface/datasets/issues/2225/events | https://github.com/huggingface/datasets/pull/2225 | 858,469,561 | MDExOlB1bGxSZXF1ZXN0NjE1NzAzMTY4 | 2,225 | fixed one instance of 'train' to 'test' | {
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https://api.github.com/repos/huggingface/datasets/issues/2224 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2224/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2224/comments | https://api.github.com/repos/huggingface/datasets/issues/2224/events | https://github.com/huggingface/datasets/issues/2224 | 857,983,361 | MDU6SXNzdWU4NTc5ODMzNjE= | 2,224 | Raise error if Windows max path length is not disabled | {
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} | On startup, raise an error if Windows max path length is not disabled; ask the user to disable it.
Linked to discussion in #2220. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2223 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2223/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2223/comments | https://api.github.com/repos/huggingface/datasets/issues/2223/events | https://github.com/huggingface/datasets/pull/2223 | 857,870,800 | MDExOlB1bGxSZXF1ZXN0NjE1MjE4MDIz | 2,223 | Set test cache config | {
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This PR monkey-patches the config to set the cache directory within the temporary test directory, avoiding side effects. | {
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https://api.github.com/repos/huggingface/datasets/issues/2222 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2222/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2222/comments | https://api.github.com/repos/huggingface/datasets/issues/2222/events | https://github.com/huggingface/datasets/pull/2222 | 857,847,231 | MDExOlB1bGxSZXF1ZXN0NjE1MTk5MTM5 | 2,222 | Fix too long WindowsFileLock name | {
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https://api.github.com/repos/huggingface/datasets/issues/2221 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2221/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2221/comments | https://api.github.com/repos/huggingface/datasets/issues/2221/events | https://github.com/huggingface/datasets/pull/2221 | 857,833,770 | MDExOlB1bGxSZXF1ZXN0NjE1MTg4MTE5 | 2,221 | Add SLR70 - SLR80 and SLR86 to OpenSLR dataset | {
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"gi... | [] | closed | false | [] | null | [] | 2021-04-14T12:09:18Z | 2021-04-14T13:50:19Z | 2021-04-14T13:50:19Z | null | CONTRIBUTOR | null | null | null | null | I would like to add SLR70, SLR71, SLR72, SLR73, SLR74, SLR75, SLR76, SLR77, SLR78, SLR79, SLR80 and SLR86 to OpenSLR dataset. The languages are:
Nigerian English, Chilean Spanish, Columbian Spanish, Peruvian Spanish, Puerto Rico Spanish, Venezuelan Spanish, Basque, Galician, Gujarati and Kannada. | {
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https://api.github.com/repos/huggingface/datasets/issues/2220 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2220/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2220/comments | https://api.github.com/repos/huggingface/datasets/issues/2220/events | https://github.com/huggingface/datasets/pull/2220 | 857,774,626 | MDExOlB1bGxSZXF1ZXN0NjE1MTM4NDQz | 2,220 | Fix infinite loop in WindowsFileLock | {
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https://api.github.com/repos/huggingface/datasets/issues/2219 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2219/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2219/comments | https://api.github.com/repos/huggingface/datasets/issues/2219/events | https://github.com/huggingface/datasets/pull/2219 | 857,321,242 | MDExOlB1bGxSZXF1ZXN0NjE0NzYxMzA3 | 2,219 | Added CUAD dataset | {
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... | [] | closed | false | [] | null | [] | 2021-04-13T21:05:03Z | 2021-04-24T14:25:51Z | 2021-04-16T08:50:44Z | null | CONTRIBUTOR | null | null | null | null | Dataset link : https://github.com/TheAtticusProject/cuad/
Working on README.md currently.
Closes #2084 and [#1](https://github.com/TheAtticusProject/cuad/issues/1). | {
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https://api.github.com/repos/huggingface/datasets/issues/2218 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2218/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2218/comments | https://api.github.com/repos/huggingface/datasets/issues/2218/events | https://github.com/huggingface/datasets/issues/2218 | 857,238,435 | MDU6SXNzdWU4NTcyMzg0MzU= | 2,218 | Duplicates in the LAMA dataset | {
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} | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2217 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2217/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2217/comments | https://api.github.com/repos/huggingface/datasets/issues/2217/events | https://github.com/huggingface/datasets/pull/2217 | 857,011,314 | MDExOlB1bGxSZXF1ZXN0NjE0NTAxNjIz | 2,217 | Revert breaking change in cache_files property | {
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Before it was formatted like
```python
[{"filename": "path/to/file.arrow", "start": 0, "end": 1337}]
```
and it was changed to
```python
["path/to/file.arrow"]
```
since there's no start/end offsets available anymore.
To make this less breaking, I'm setting... | {
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https://api.github.com/repos/huggingface/datasets/issues/2216 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2216/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2216/comments | https://api.github.com/repos/huggingface/datasets/issues/2216/events | https://github.com/huggingface/datasets/pull/2216 | 856,955,534 | MDExOlB1bGxSZXF1ZXN0NjE0NDU0MjE1 | 2,216 | added real label for glue/mrpc to test set | {
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https://api.github.com/repos/huggingface/datasets/issues/2215 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2215/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2215/comments | https://api.github.com/repos/huggingface/datasets/issues/2215/events | https://github.com/huggingface/datasets/pull/2215 | 856,716,791 | MDExOlB1bGxSZXF1ZXN0NjE0MjUyNTEy | 2,215 | Add datasets SLR35 and SLR36 to OpenSLR | {
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https://api.github.com/repos/huggingface/datasets/issues/2214 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2214/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2214/comments | https://api.github.com/repos/huggingface/datasets/issues/2214/events | https://github.com/huggingface/datasets/issues/2214 | 856,333,657 | MDU6SXNzdWU4NTYzMzM2NTc= | 2,214 | load_metric error: module 'datasets.utils.file_utils' has no attribute 'add_start_docstrings' | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2213 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2213/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2213/comments | https://api.github.com/repos/huggingface/datasets/issues/2213/events | https://github.com/huggingface/datasets/pull/2213 | 856,025,320 | MDExOlB1bGxSZXF1ZXN0NjEzNjcwODk2 | 2,213 | Fix lc_quad download checksum | {
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https://api.github.com/repos/huggingface/datasets/issues/2212 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2212/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2212/comments | https://api.github.com/repos/huggingface/datasets/issues/2212/events | https://github.com/huggingface/datasets/issues/2212 | 855,999,133 | MDU6SXNzdWU4NTU5OTkxMzM= | 2,212 | Can't reach "https://storage.googleapis.com/illuin/fquad/train.json.zip" when trying to load fquad dataset | {
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} | 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, ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2211 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2211/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2211/comments | https://api.github.com/repos/huggingface/datasets/issues/2211/events | https://github.com/huggingface/datasets/issues/2211 | 855,988,410 | MDU6SXNzdWU4NTU5ODg0MTA= | 2,211 | Getting checksum error when trying to load lc_quad dataset | {
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} | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2210 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2210/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2210/comments | https://api.github.com/repos/huggingface/datasets/issues/2210/events | https://github.com/huggingface/datasets/issues/2210 | 855,709,400 | MDU6SXNzdWU4NTU3MDk0MDA= | 2,210 | dataloading slow when using HUGE dataset | {
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"gists_url": "https:... | [] | closed | false | [] | null | [] | 2021-04-12T08:33:02Z | 2021-04-13T02:03:05Z | 2021-04-13T02:03:05Z | null | NONE | null | null | {
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} | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2209 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2209/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2209/comments | https://api.github.com/repos/huggingface/datasets/issues/2209/events | https://github.com/huggingface/datasets/pull/2209 | 855,638,232 | MDExOlB1bGxSZXF1ZXN0NjEzMzQwMTI2 | 2,209 | Add code of conduct to the project | {
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] | closed | false | [] | null | [] | 2021-04-12T07:16:14Z | 2021-04-12T17:55:52Z | 2021-04-12T17:55:52Z | null | MEMBER | null | null | null | null | Add code of conduct to the project and link it from README and CONTRIBUTING.
This was already done in `transformers`. | {
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https://api.github.com/repos/huggingface/datasets/issues/2208 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2208/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2208/comments | https://api.github.com/repos/huggingface/datasets/issues/2208/events | https://github.com/huggingface/datasets/pull/2208 | 855,343,835 | MDExOlB1bGxSZXF1ZXN0NjEzMTAxMzMw | 2,208 | Remove Python2 leftovers | {
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https://api.github.com/repos/huggingface/datasets/issues/2207 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2207/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2207/comments | https://api.github.com/repos/huggingface/datasets/issues/2207/events | https://github.com/huggingface/datasets/issues/2207 | 855,267,383 | MDU6SXNzdWU4NTUyNjczODM= | 2,207 | making labels consistent across the datasets | {
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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 ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2206 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2206/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2206/comments | https://api.github.com/repos/huggingface/datasets/issues/2206/events | https://github.com/huggingface/datasets/issues/2206 | 855,252,415 | MDU6SXNzdWU4NTUyNTI0MTU= | 2,206 | Got pyarrow error when loading a dataset while adding special tokens into the tokenizer | {
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] | closed | false | [] | null | [] | 2021-04-11T08:40:09Z | 2021-11-10T12:18:30Z | 2021-11-10T12:04:28Z | null | NONE | null | null | {
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} | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2205 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2205/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2205/comments | https://api.github.com/repos/huggingface/datasets/issues/2205/events | https://github.com/huggingface/datasets/pull/2205 | 855,207,605 | MDExOlB1bGxSZXF1ZXN0NjEzMDAwMzYw | 2,205 | Updating citation information on LinCE readme | {
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I just updated the citation information in this PR. It had an additional bibtex from one of the datasets used in LinCE and then the LinCE bibtex. I removed the former and added a link that shows the full list of citations for each dataset.
Thanks! | {
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https://api.github.com/repos/huggingface/datasets/issues/2204 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2204/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2204/comments | https://api.github.com/repos/huggingface/datasets/issues/2204/events | https://github.com/huggingface/datasets/pull/2204 | 855,144,431 | MDExOlB1bGxSZXF1ZXN0NjEyOTU1MzM2 | 2,204 | Add configurable options to `seqeval` metric | {
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Adds options to use strict mode, different schemes of evaluation, sample weight and adjust zero_division behavior, if encountered.
`seqeval` provides schemes as objects, hence dynamic import from string, to avoid making the user do the import (thanks to @albertvillanova for the `importlib` idea). | {
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https://api.github.com/repos/huggingface/datasets/issues/2203 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2203/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2203/comments | https://api.github.com/repos/huggingface/datasets/issues/2203/events | https://github.com/huggingface/datasets/pull/2203 | 855,053,595 | MDExOlB1bGxSZXF1ZXN0NjEyODg4MzA5 | 2,203 | updated banking77 train and test data | {
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https://api.github.com/repos/huggingface/datasets/issues/2202 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2202/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2202/comments | https://api.github.com/repos/huggingface/datasets/issues/2202/events | https://github.com/huggingface/datasets/pull/2202 | 854,501,109 | MDExOlB1bGxSZXF1ZXN0NjEyNDM2ODMx | 2,202 | Add classes GenerateMode, DownloadConfig and Version to the documentation | {
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Update the docstring of `load_dataset` to create cross-reference links to the classes.
Related to #2187. | {
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https://api.github.com/repos/huggingface/datasets/issues/2201 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2201/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2201/comments | https://api.github.com/repos/huggingface/datasets/issues/2201/events | https://github.com/huggingface/datasets/pull/2201 | 854,499,563 | MDExOlB1bGxSZXF1ZXN0NjEyNDM1NTE3 | 2,201 | Fix ArrowWriter overwriting features in ArrowBasedBuilder | {
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The CSV builder is an ArrowBasedBuilder that had an issue with its ArrowWriter used to write the arrow file from the csv data.
The writer wasn't initialized with the features passed by the user. Therefore the writer was inferring the featur... | {
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https://api.github.com/repos/huggingface/datasets/issues/2200 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2200/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2200/comments | https://api.github.com/repos/huggingface/datasets/issues/2200/events | https://github.com/huggingface/datasets/issues/2200 | 854,449,656 | MDU6SXNzdWU4NTQ0NDk2NTY= | 2,200 | _prepare_split will overwrite DatasetBuilder.info.features | {
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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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2199 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2199/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2199/comments | https://api.github.com/repos/huggingface/datasets/issues/2199/events | https://github.com/huggingface/datasets/pull/2199 | 854,417,318 | MDExOlB1bGxSZXF1ZXN0NjEyMzY0ODU3 | 2,199 | Fix backward compatibility in Dataset.load_from_disk | {
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Related to #2195. | {
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https://api.github.com/repos/huggingface/datasets/issues/2198 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2198/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2198/comments | https://api.github.com/repos/huggingface/datasets/issues/2198/events | https://github.com/huggingface/datasets/pull/2198 | 854,357,481 | MDExOlB1bGxSZXF1ZXN0NjEyMzE0MTIz | 2,198 | added file_permission in load_dataset | {
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Added mainly 2 things here:
1) Permission of downloaded datasets when converted to .arrow files can be changed with argument `file_permission` argument in `load_dataset` (default is 0o644 only)
2) Incase the user uses `map` later on t... | {
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https://api.github.com/repos/huggingface/datasets/issues/2197 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2197/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2197/comments | https://api.github.com/repos/huggingface/datasets/issues/2197/events | https://github.com/huggingface/datasets/pull/2197 | 854,356,559 | MDExOlB1bGxSZXF1ZXN0NjEyMzEzMzQw | 2,197 | fix missing indices_files in load_form_disk | {
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`load_from_disk` was failing if there was no "_indices_files" field in state.json. This can happen if the dataset has no indices mapping | {
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https://api.github.com/repos/huggingface/datasets/issues/2196 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2196/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2196/comments | https://api.github.com/repos/huggingface/datasets/issues/2196/events | https://github.com/huggingface/datasets/issues/2196 | 854,126,114 | MDU6SXNzdWU4NTQxMjYxMTQ= | 2,196 | `load_dataset` caches two arrow files? | {
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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`? | {
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https://api.github.com/repos/huggingface/datasets/issues/2195 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2195/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2195/comments | https://api.github.com/repos/huggingface/datasets/issues/2195/events | https://github.com/huggingface/datasets/issues/2195 | 854,070,194 | MDU6SXNzdWU4NTQwNzAxOTQ= | 2,195 | KeyError: '_indices_files' in `arrow_dataset.py` | {
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Trace:
```
Traceback (most recent call last):
File "load_data.py", line 11, in <module>
dataset = load_from_disk(SRC)
File "/opt/conda/envs/py38/lib/python3.8/site-packages/datasets/load.py", line ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2194 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2194/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2194/comments | https://api.github.com/repos/huggingface/datasets/issues/2194/events | https://github.com/huggingface/datasets/issues/2194 | 853,909,452 | MDU6SXNzdWU4NTM5MDk0NTI= | 2,194 | py3.7: TypeError: can't pickle _LazyModule objects | {
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} | While this works fine with py3.8, under py3.7, with a totally new conda env and transformers install:
```
git clone https://github.com/huggingface/transformers
cd transformers
pip install -e .[testing]
export BS=1; rm -rf /tmp/test-clm; PYTHONPATH=src USE_TF=0 CUDA_VISIBLE_DEVICES=0 python \
examples/language... | {
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https://api.github.com/repos/huggingface/datasets/issues/2193 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2193/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2193/comments | https://api.github.com/repos/huggingface/datasets/issues/2193/events | https://github.com/huggingface/datasets/issues/2193 | 853,725,707 | MDU6SXNzdWU4NTM3MjU3MDc= | 2,193 | Filtering/mapping on one column is very slow | {
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} | I'm currently using the `wikipedia` dataset— I'm tokenizing the articles with the `tokenizers` library using `map()` and also adding a new `num_tokens` column to the dataset as part of that map operation.
I want to be able to _filter_ the dataset based on this `num_tokens` column, but even when I specify `input_colu... | {
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https://api.github.com/repos/huggingface/datasets/issues/2192 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2192/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2192/comments | https://api.github.com/repos/huggingface/datasets/issues/2192/events | https://github.com/huggingface/datasets/pull/2192 | 853,547,910 | MDExOlB1bGxSZXF1ZXN0NjExNjE5NTY0 | 2,192 | Fix typo in huggingface hub | {
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The `packaging` dependency is also required for the build to complete. | {
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https://api.github.com/repos/huggingface/datasets/issues/2190 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2190/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2190/comments | https://api.github.com/repos/huggingface/datasets/issues/2190/events | https://github.com/huggingface/datasets/issues/2190 | 853,181,564 | MDU6SXNzdWU4NTMxODE1NjQ= | 2,190 | News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs | {
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```
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/2189 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2189/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2189/comments | https://api.github.com/repos/huggingface/datasets/issues/2189/events | https://github.com/huggingface/datasets/issues/2189 | 853,052,891 | MDU6SXNzdWU4NTMwNTI4OTE= | 2,189 | save_to_disk doesn't work when we use concatenate_datasets function before creating the final dataset_object. | {
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@lhoestq
You can check by going through the following example,
```
from datasets import load_from_disk,concatenate_datasets
loaded_data=load_from_disk('/home/gsir059/HNSW-ori/my_knowledge_dataset')
n=20
kb_list=[loaded_data.shard(n, i, contiguous=True) for i... | {
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https://api.github.com/repos/huggingface/datasets/issues/2188 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2188/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2188/comments | https://api.github.com/repos/huggingface/datasets/issues/2188/events | https://github.com/huggingface/datasets/issues/2188 | 853,044,166 | MDU6SXNzdWU4NTMwNDQxNjY= | 2,188 | Duplicate data in Timit dataset | {
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Is this dataset corrupted?
**Code:**
timit = load_dataset("timit_asr")
print(*timit['train']['text'], sep='\n')
**Result:**
Would such an act of refusal be useful?
Would such an act of refusal be useful?
Would such an act of... | {
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https://api.github.com/repos/huggingface/datasets/issues/2187 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2187/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2187/comments | https://api.github.com/repos/huggingface/datasets/issues/2187/events | https://github.com/huggingface/datasets/issues/2187 | 852,939,736 | MDU6SXNzdWU4NTI5Mzk3MzY= | 2,187 | Question (potential issue?) related to datasets caching | {
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] | open | false | [] | null | [] | 2021-04-08T00:16:28Z | 2023-01-03T18:30:38Z | null | null | NONE | null | null | {
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} | I thought I had disabled datasets caching in my code, as follows:
```
from datasets import set_caching_enabled
...
def main():
# disable caching in datasets
set_caching_enabled(False)
```
However, in my log files I see messages like the following:
```
04/07/2021 18:34:42 - WARNING - datasets.build... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2186 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2186/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2186/comments | https://api.github.com/repos/huggingface/datasets/issues/2186/events | https://github.com/huggingface/datasets/pull/2186 | 852,840,819 | MDExOlB1bGxSZXF1ZXN0NjExMDMxNzE0 | 2,186 | GEM: new challenge sets | {
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- remove extraneous fields in WikiAuto after https://github.com/huggingface/datasets/pull/2171 fixed the source
- add context and services to Schema Guided Dialog
- Add new or update challenge sets for MLSUM ES and DE, XSUM, and SGD | {
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https://api.github.com/repos/huggingface/datasets/issues/2185 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2185/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2185/comments | https://api.github.com/repos/huggingface/datasets/issues/2185/events | https://github.com/huggingface/datasets/issues/2185 | 852,684,395 | MDU6SXNzdWU4NTI2ODQzOTU= | 2,185 | .map() and distributed training | {
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"gists_url"... | [] | closed | false | [] | null | [] | 2021-04-07T18:22:14Z | 2021-10-23T07:11:15Z | 2021-04-09T15:38:31Z | null | CONTRIBUTOR | null | null | {
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} | Hi,
I have a question regarding distributed training and the `.map` call on a dataset.
I have a local dataset "my_custom_dataset" that I am loading with `datasets = load_from_disk(dataset_path=my_path)`.
`dataset` is then tokenized:
```python
datasets = load_from_disk(dataset_path=my_path)
[...]
def tokeni... | {
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https://api.github.com/repos/huggingface/datasets/issues/2184 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2184/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2184/comments | https://api.github.com/repos/huggingface/datasets/issues/2184/events | https://github.com/huggingface/datasets/pull/2184 | 852,597,258 | MDExOlB1bGxSZXF1ZXN0NjEwODIxMTc0 | 2,184 | Implementation of class_encode_column | {
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I'm happy to discuss the API and internals! | {
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https://api.github.com/repos/huggingface/datasets/issues/2183 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2183/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2183/comments | https://api.github.com/repos/huggingface/datasets/issues/2183/events | https://github.com/huggingface/datasets/pull/2183 | 852,518,411 | MDExOlB1bGxSZXF1ZXN0NjEwNzU3MjUz | 2,183 | Fix s3fs tests for py36 and py37+ | {
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"gists_url": "https:... | [] | closed | false | [] | null | [] | 2021-04-07T15:17:11Z | 2021-04-08T08:54:45Z | 2021-04-08T08:54:44Z | null | MEMBER | null | null | null | null | Recently several changes happened:
1. latest versions of `fsspec` require python>3.7 for async features
2. `s3fs` added a dependency on `aiobotocore`, which is not compatible with the `moto` s3 mock context manager
This PR fixes both issues, by pinning `fsspec` and `s3fs` for python 3.6, and by using `moto` in ser... | {
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https://api.github.com/repos/huggingface/datasets/issues/2182 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2182/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2182/comments | https://api.github.com/repos/huggingface/datasets/issues/2182/events | https://github.com/huggingface/datasets/pull/2182 | 852,384,872 | MDExOlB1bGxSZXF1ZXN0NjEwNjQ2MDIy | 2,182 | Set default in-memory value depending on the dataset size | {
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"closed_at": "2021-04-20T16:50:46Z",
"closed_issues": 4,
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Close #2179.
TODO:
- [x] Add a section in the docs about this.
- ~Add a warning if someone tries to specify `cache_file_name=` in `map`, `filter` etc. on a dataset that is in memory, since the computation is not going to be c... | {
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