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2,426
Saving Graph/Structured Data in Datasets
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2021-05-29 13:35:21+00:00
2021-06-02 01:21:03+00:00
2021-06-02 01:21:03+00:00
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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...
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Fix Docstring Mistake: dataset vs. metric
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2021-05-29 06:09:53+00:00
2021-06-01 08:18:04+00:00
2021-06-01 08:18:04+00:00
CONTRIBUTOR
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PR to fix #2412
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load_from_disk and save_to_disk are not compatible with each other
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2021-05-28 23:07:10+00:00
2021-06-08 19:22:32+00:00
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## 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 ...
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add `desc` in `map` for `DatasetDict` object
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2021-05-28 19:28:44+00:00
2021-05-31 14:51:23+00:00
2021-05-31 13:08:04+00:00
CONTRIBUTOR
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`desc` in `map` currently only works with `Dataset` objects. This PR adds support for `DatasetDict` objects as well
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Fix save_to_disk nested features order in dataset_info.json
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2021-05-28 15:03:28+00:00
2021-05-28 15:26:57+00:00
2021-05-28 15:26:56+00:00
MEMBER
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Fix issue https://github.com/huggingface/datasets/issues/2267 The order of the nested features matters (pyarrow limitation), but the save_to_disk method was saving the features types as JSON with `sort_keys=True`, which was breaking the order of the nested features.
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doc: fix typo HF_MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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2021-05-28 14:52:10+00:00
2021-06-04 09:52:45+00:00
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CONTRIBUTOR
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MAX_MEMORY_DATASET_SIZE_IN_BYTES should be HF_MAX_MEMORY_DATASET_SIZE_IN_BYTES
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Updated Dataset Description
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2021-06-10 12:11:35+00:00
2021-06-10 12:11:35+00:00
CONTRIBUTOR
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Added Point of contact information and several other details about the dataset.
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adds license information for DailyDialog.
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2021-05-27 23:03:42+00:00
2021-05-31 13:16:52+00:00
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add utf-8 while reading README
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2021-05-27 18:12:28+00:00
2021-06-04 09:55:01+00:00
2021-06-04 09:55:00+00:00
CONTRIBUTOR
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It was causing tests to fail in Windows (see #2416). In Windows, the default encoding is CP1252 which is unable to decode the character byte 0x9d
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Make datasets PEP-561 compliant
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2021-05-28 13:10:10+00:00
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CONTRIBUTOR
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Allows to type-check datasets with `mypy` when imported as a third-party library PEP-561: https://www.python.org/dev/peps/pep-0561 MyPy doc on the subject: https://mypy.readthedocs.io/en/stable/installed_packages.html
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2,416
Add KLUE dataset
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2021-05-27 15:49:51+00:00
2021-06-09 15:00:02+00:00
2021-06-04 17:45:15+00:00
CONTRIBUTOR
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Add `KLUE (Korean Language Understanding Evaluation)` dataset released recently from [paper](https://arxiv.org/abs/2105.09680), [github](https://github.com/KLUE-benchmark/KLUE) and [webpage](https://klue-benchmark.com/tasks). Please let me know if there's anything missing in the code or README. Thanks!
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Cached dataset not loaded
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2021-05-27 15:40:06+00:00
2021-06-02 13:15:47+00:00
2021-06-02 13:15:47+00:00
CONTRIBUTOR
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## 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): ...
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Update README.md
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2021-05-27 14:53:19+00:00
2021-06-28 13:46:14+00:00
2021-06-28 13:04:56+00:00
CONTRIBUTOR
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Provides description of data instances and dataset features
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AttributeError: 'DatasetInfo' object has no attribute 'task_templates'
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2021-05-27 13:44:28+00:00
2021-06-01 01:05:47+00:00
2021-06-01 01:05:47+00:00
CONTRIBUTOR
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## 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,...
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Docstring mistake: dataset vs. metric
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2021-05-27 13:39:11+00:00
2021-06-01 08:18:04+00:00
2021-06-01 08:18:04+00:00
CONTRIBUTOR
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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...
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Add DOI badge to README
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2021-05-27 12:36:47+00:00
2021-05-27 13:42:54+00:00
2021-05-27 13:42:54+00:00
MEMBER
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Once published the latest release, the DOI badge has been automatically generated by Zenodo.
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fix #2391 add original answers in kilt-TriviaQA
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2021-05-27 11:54:29+00:00
2021-06-15 12:35:57+00:00
2021-06-14 17:29:10+00:00
CONTRIBUTOR
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cc @yjernite is it ok like this?
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Add HF_ prefix to env var MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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2021-05-27 09:07:00+00:00
2021-06-08 16:00:55+00:00
2021-05-27 09:33:41+00:00
MEMBER
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As mentioned in https://github.com/huggingface/datasets/pull/2399 the env var should be prefixed by HF_
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Fix head_qa keys
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2021-05-27 08:50:19+00:00
2021-05-27 09:05:37+00:00
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MEMBER
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There were duplicate in the keys, as mentioned in #2382
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.map() function got an unexpected keyword argument 'cache_file_name'
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2021-05-27 01:54:26+00:00
2021-05-27 13:46:40+00:00
2021-05-27 13:46:40+00:00
NONE
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## 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...
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2,406
Add guide on using task templates to documentation
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2021-05-26 16:28:26+00:00
2022-10-05 17:07:00+00:00
2022-10-05 17:07:00+00:00
MEMBER
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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.
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Add dataset tags
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2021-05-25 18:57:29+00:00
2021-05-26 16:54:16+00:00
2021-05-26 16:40:07+00:00
CONTRIBUTOR
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The dataset tags were provided by Peter Clark following the guide.
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Paperswithcode dataset mapping
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2021-05-25 18:14:26+00:00
2021-05-26 11:21:25+00:00
2021-05-26 11:17:18+00:00
MEMBER
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This is a continuation of https://github.com/huggingface/huggingface_hub/pull/43, encoded directly inside dataset cards. As discussed: - `paperswithcode_id: null` when the dataset doesn't exist on paperswithcode's side. - I've added this new key at the end of the yaml instead of ordering all keys alphabetically as...
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Free datasets with cache file in temp dir on exit
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2021-05-24 22:15:11+00:00
2021-05-26 17:25:19+00:00
2021-05-26 16:39:29+00:00
COLLABORATOR
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This PR properly cleans up the memory-mapped tables that reference the cache files inside the temp dir. Since the built-in `_finalizer` of `TemporaryDirectory` can't be modified, this PR defines its own `TemporaryDirectory` class that accepts a custom clean-up function. Fixes #2402
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PermissionError on Windows when using temp dir for caching
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2021-05-24 21:22:59+00:00
2021-05-26 16:39:29+00:00
2021-05-26 16:39:29+00:00
COLLABORATOR
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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) ``` ...
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load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset"
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2021-05-24 18:38:53+00:00
2021-06-09 09:07:25+00:00
2021-06-09 09:07:25+00:00
NONE
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## 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 ...
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Concatenate several datasets with removed columns is not working.
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2021-05-24 17:40:15+00:00
2021-05-25 05:52:01+00:00
2021-05-25 05:51:59+00:00
CONTRIBUTOR
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## 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"] =...
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Add env variable for MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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2021-05-24 17:19:15+00:00
2021-05-27 09:07:15+00:00
2021-05-26 16:07:54+00:00
MEMBER
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Add env variable for `MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES`. This will allow to turn off default behavior: loading in memory (and not caching) small datasets. Fix #2387.
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News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs
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2021-05-24 10:03:34+00:00
2022-10-05 17:13:49+00:00
2022-10-05 17:13:49+00:00
NONE
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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...
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MDExOlB1bGxSZXF1ZXN0NjUxMTMxMTY0
2,397
Fix number of classes in indic_glue sna.bn dataset
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2021-05-24 08:18:55+00:00
2021-05-25 16:32:16+00:00
2021-05-25 16:32:16+00:00
MEMBER
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As read in the [paper](https://www.aclweb.org/anthology/2020.findings-emnlp.445.pdf), Table 11.
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2,396
strange datasets from OSCAR corpus
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2021-05-23 13:06:02+00:00
2021-06-17 13:54:37+00:00
NaT
CONTRIBUTOR
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![image](https://user-images.githubusercontent.com/50871412/119260850-4f876b80-bc07-11eb-8894-124302600643.png) ![image](https://user-images.githubusercontent.com/50871412/119260875-675eef80-bc07-11eb-9da4-ee27567054ac.png) From the [official site ](https://oscar-corpus.com/), the Yue Chinese dataset should have 2.2K...
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2,395
`pretty_name` for dataset in YAML tags
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2021-05-22 09:24:45+00:00
2022-09-23 13:29:14+00:00
2022-09-23 13:29:13+00:00
CONTRIBUTOR
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I'm updating `pretty_name` for datasets in YAML tags as discussed with @lhoestq. Here are the first 10, please let me know if they're looking good. If dataset has 1 config, I've added `pretty_name` as `config_name: full_name_of_dataset` as config names were `plain_text`, `default`, `squad` etc (not so important in t...
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Update text classification template labels in DatasetInfo __post_init__
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2021-05-21 15:29:41+00:00
2021-05-28 11:37:35+00:00
2021-05-28 11:37:32+00:00
MEMBER
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This PR implements the idea discussed in #2389 to update the `labels` of the `TextClassification` template in the `DatasetInfo.__post_init__`. The main reason for doing so is so avoid duplicating the label definitions in both `DatasetInfo.features` and `DatasetInfo.task_templates`. To avoid storing state in `Dataset...
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2,391
Missing original answers in kilt-TriviaQA
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2021-05-21 14:57:07+00:00
2021-06-14 17:29:11+00:00
2021-06-14 17:29:11+00:00
CONTRIBUTOR
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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 ...
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2,390
Add check for task templates on dataset load
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2021-05-21 10:16:57+00:00
2021-05-21 15:49:09+00:00
2021-05-21 15:49:06+00:00
MEMBER
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This PR adds a check that the features of a dataset match the schema of each compatible task template.
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Insert task templates for text classification
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2021-05-21 08:36:26+00:00
2021-05-28 15:28:58+00:00
2021-05-28 15:26:28+00:00
MEMBER
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This PR inserts text-classification templates for datasets with the following properties: * Only one config * At most two features of `(Value, ClassLabel)` type Note that this misses datasets like `sentiment140` which only has `Value` type features - these will be handled in a separate PR
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Incorrect URLs for some datasets
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2021-05-21 07:22:35+00:00
2021-06-04 17:39:45+00:00
2021-06-04 17:39:45+00:00
MEMBER
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## 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...
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datasets 1.6 ignores cache
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2021-05-21 00:12:58+00:00
2021-05-26 16:07:54+00:00
2021-05-26 16:07:54+00:00
CONTRIBUTOR
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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/...
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2,386
Accessing Arrow dataset cache_files
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2021-05-20 23:57:43+00:00
2021-05-21 19:18:03+00:00
2021-05-21 19:18:03+00:00
NONE
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## 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...
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update citations
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2021-05-20 17:54:08+00:00
2021-05-21 12:38:18+00:00
2021-05-21 12:38:18+00:00
CONTRIBUTOR
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To update citations for [Offenseval_dravidiain](https://huggingface.co/datasets/offenseval_dravidian)
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Add args description to DatasetInfo
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2021-05-20 13:53:10+00:00
2021-05-22 09:26:16+00:00
2021-05-22 09:26:14+00:00
MEMBER
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Closes #2354 I am not sure what `post_processed` and `post_processing_size` correspond to, so have left them empty for now. I also took a guess at some of the other fields like `dataset_size` vs `size_in_bytes`, so might have misunderstood their meaning.
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Improve example in rounding docs
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2021-05-19 18:59:23+00:00
2021-05-21 12:53:22+00:00
2021-05-21 12:36:29+00:00
COLLABORATOR
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Improves the example in the rounding subsection of the Split API docs. With this change, it should more clear what's the difference between the `closest` and the `pct1_dropremainder` rounding.
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DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en')
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2021-05-19 15:49:48+00:00
2021-05-30 13:26:16+00:00
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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...
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add dataset card title
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2021-05-19 15:30:03+00:00
2021-05-20 18:51:40+00:00
2021-05-20 18:51:40+00:00
CONTRIBUTOR
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few of them were missed by me earlier which I've added now
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maintain YAML structure reading from README
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2021-05-19 12:12:07+00:00
2021-05-19 13:08:38+00:00
2021-05-19 13:08:38+00:00
CONTRIBUTOR
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How YAML used be loaded earlier in the string (structure of YAML was affected because of this and YAML for datasets with multiple configs was not being loaded correctly): ``` annotations_creators: labeled_final: - expert-generated labeled_swap: - expert-generated unlabeled_final: - machine-generated language_c...
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Disallow duplicate keys in yaml tags
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2021-05-19 10:10:07+00:00
2021-05-19 10:45:32+00:00
2021-05-19 10:45:31+00:00
MEMBER
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Make sure that there's no duplidate keys in yaml tags. I added the check in the yaml tree constructor's method, so that the verification is done at every level in the yaml structure. cc @julien-c
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Add missing dataset_infos.json files
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2021-05-19 08:11:12+00:00
2021-05-19 08:11:12+00:00
NaT
MEMBER
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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...
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ArrowDataset.save_to_disk produces files that cannot be read using pyarrow.feather
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2021-05-19 02:04:37+00:00
2024-01-18 08:06:15+00:00
NaT
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## 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...
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Improve task api code quality
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2021-05-18 23:13:40+00:00
2021-06-02 20:39:57+00:00
2021-05-25 15:30:54+00:00
COLLABORATOR
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Improves the code quality of the `TaskTemplate` dataclasses. Changes: * replaces `return NotImplemented` with raise `NotImplementedError` * replaces `sorted` with `len` in the uniqueness check * defines `label2id` and `id2label` in the `TextClassification` template as properties * replaces the `object.__setatt...
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Dataset Streaming
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2021-05-18 18:20:00+00:00
2021-06-23 16:35:02+00:00
2021-06-23 16:35:01+00:00
MEMBER
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# Dataset Streaming ## API Current API is ```python from datasets import load_dataset # Load an IterableDataset without downloading data snli = load_dataset("snli", streaming=True) # Access examples by streaming data print(next(iter(snli["train"]))) # {'premise': 'A person on a horse jumps over a br...
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add `desc` to `tqdm` in `Dataset.map()`
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2021-05-18 16:44:29+00:00
2021-05-27 15:44:04+00:00
2021-05-26 14:59:21+00:00
CONTRIBUTOR
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Fixes #2330. Please let me know if anything is also required in this
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Loading dataset from local path
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2021-05-18 15:20:50+00:00
2021-05-18 15:36:36+00:00
2021-05-18 15:36:35+00:00
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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...
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ConvQuestions benchmark added
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2021-05-18 15:16:50+00:00
2021-05-26 10:31:45+00:00
2021-05-26 10:31:45+00:00
CONTRIBUTOR
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Hello, I would like to integrate our dataset on conversational QA. The answers are grounded in the KG. The work was published in CIKM 2019 (https://dl.acm.org/doi/10.1145/3357384.3358016). We hope for further research on how to deal with the challenges of factoid conversational QA. Thanks! :)
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Align question answering tasks with sub-domains
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2021-05-18 09:47:59+00:00
2023-07-25 16:52:05+00:00
2023-07-25 16:52:04+00:00
MEMBER
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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...
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Adding HendrycksTest dataset
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2021-05-17 18:53:05+00:00
2023-05-11 05:42:57+00:00
2021-05-31 16:37:13+00:00
CONTRIBUTOR
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Adding Hendrycks test from https://arxiv.org/abs/2009.03300. I'm having a bit of trouble with dummy data creation because some lines in the csv files aren't being loaded properly (only the first entry loaded in a row of length 6). The dataset is loading just fine. Hope you can kindly help! Thank you!
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correct labels of conll2003
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2021-05-17 17:37:54+00:00
2021-05-18 08:27:42+00:00
2021-05-18 08:27:42+00:00
CONTRIBUTOR
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# What does this PR It fixes/extends the `ner_tags` for conll2003 to include all. Paper reference https://arxiv.org/pdf/cs/0306050v1.pdf Model reference https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english/blob/main/config.json
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Allow "other-X" in licenses
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2021-05-17 14:47:54+00:00
2021-05-17 16:36:27+00:00
2021-05-17 16:36:27+00:00
CONTRIBUTOR
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This PR allows "other-X" licenses during metadata validation. @lhoestq
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Remove getchildren from hyperpartisan news detection
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2021-05-17 13:10:37+00:00
2021-05-17 14:07:13+00:00
2021-05-17 14:07:13+00:00
CONTRIBUTOR
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`Element.getchildren()` is now deprecated in the ElementTree library (I think in python 3.9, so it still passes the automated tests which are using 3.6. But for those of us on bleeding-edge distros it now fails). https://bugs.python.org/issue29209
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Json loader fails if user-specified features don't match the json data fields order
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MEMBER
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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...
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Missing ClassLabel encoding in Json loader
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2021-05-17 10:19:10+00:00
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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 ...
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README updated for SNLI, MNLI
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2021-05-15 11:37:59+00:00
2021-05-17 14:14:27+00:00
2021-05-17 13:34:19+00:00
CONTRIBUTOR
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Closes #2275. Mentioned about -1 labels in MNLI, SNLI and how they should be removed before training. @lhoestq `check_code_quality` test might fail for MNLI as the license name `other-Open Portion of the American National Corpus` is not a registered tag for 'licenses'
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Fix web_nlg metadata
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2021-05-14 17:15:07+00:00
2021-05-17 13:44:17+00:00
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MEMBER
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Our metadata storage system does not support `.` inside keys. cc @Pierrci
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Preserve dtype for numpy/torch/tf/jax arrays
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2021-05-14 14:45:23+00:00
2021-08-17 08:30:04+00:00
2021-08-17 08:30:04+00:00
CONTRIBUTOR
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Fixes #625. This lets the user preserve the dtype of numpy array to pyarrow array which was getting lost due to conversion of numpy array -> list -> pyarrow array.
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Automatically detect datasets with compatible task schemas
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NaT
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See description of #2255 for details.
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Allow model labels to be passed during task preparation
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2021-05-14 13:58:28+00:00
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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:...
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Roman Urdu Stopwords List
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2021-05-13 18:29:27+00:00
2021-05-19 08:50:43+00:00
2021-05-17 14:05:10+00:00
NONE
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A list of most frequently used Roman Urdu words with different spellings and usages. This is a very basic effort to collect some basic stopwords for Roman Urdu to help efforts of analyzing text data in roman Urdu which makes up a huge part of daily internet interaction of Roman-Urdu users.
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Adding Microsoft CodeXGlue Datasets
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2021-05-13 00:43:01+00:00
2021-06-08 09:29:57+00:00
2021-06-08 09:29:57+00:00
NONE
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Hi there, this is a new pull request to get the CodeXGlue datasets into the awesome HF datasets lib. Most of the work has been done in this PR #997 by the awesome @madlag. However, that PR has been stale for a while now and so I spoke with @lhoestq about finishing up the final mile and so he told me to open a new PR wi...
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normalized TOCs and titles in data cards
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2021-05-12 20:59:59+00:00
2021-05-14 13:23:12+00:00
2021-05-14 13:23:12+00:00
MEMBER
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I started fixing some of the READMEs that were failing the tests introduced by @gchhablani but then realized that there were some consistent differences between earlier and newer versions of some of the titles (e.g. Data Splits vs Data Splits Sample Size, Supported Tasks vs Supported Tasks and Leaderboards). We also ha...
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Document DatasetInfo attributes
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2021-05-12 20:01:29+00:00
2021-05-22 09:26:14+00:00
2021-05-22 09:26:14+00:00
MEMBER
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**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 :)
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Update README vallidation rules
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2021-05-12 16:57:26+00:00
2021-05-14 08:56:06+00:00
2021-05-14 08:56:06+00:00
CONTRIBUTOR
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This PR allows unexpected subsections under third-level headings. All except `Contributions`. @lhoestq
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Set to_json default to JSON lines
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2021-05-12 08:19:25+00:00
2021-05-21 09:01:14+00:00
2021-05-21 09:01:13+00:00
MEMBER
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With this PR, the method `Dataset.to_json`: - is added to the docs - defaults to JSON lines
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simpllify faiss index save
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2021-05-12 03:54:10+00:00
2021-05-17 13:41:41+00:00
2021-05-17 13:41:41+00:00
CONTRIBUTOR
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Fixes #2350 In some cases, Faiss GPU index objects do not have neither "device" nor "getDevice". Possibly this happens when some part of the index is computed on CPU. In particular, this would happen with the index `OPQ16_128,IVF512,PQ32` (issue #2350). I did check it, but it is likely that `OPQ` or `PQ` transfor...
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`FaissIndex.save` throws error on GPU
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2021-05-12 03:41:56+00:00
2021-05-17 13:41:41+00:00
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CONTRIBUTOR
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## 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...
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Update task_ids for Ascent KB
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2021-05-11 20:44:33+00:00
2021-05-17 10:53:14+00:00
2021-05-17 10:48:34+00:00
CONTRIBUTOR
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This "other-other-knowledge-base" task is better suited for the dataset.
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2021-05-11 17:14:27+00:00
2021-05-21 12:10:47+00:00
2021-05-21 12:10:47+00:00
CONTRIBUTOR
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Adding tests for dataset cards This PR will potentially remove the scripts being used for dataset tags and readme validation. Additionally, this will allow testing dataset readmes by providing the name as follows: ```bash pytest tests/test_dataset_cards.py::test_dataset_tags[fashion_mnist] ``` and ```bas...
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Add an API to access the language and pretty name of a dataset
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2021-05-11 14:10:08+00:00
2022-10-05 17:16:54+00:00
2022-10-05 17:16:53+00:00
CONTRIBUTOR
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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.
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Add Qasper Dataset
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2021-05-11 09:25:44+00:00
2021-05-18 12:28:28+00:00
2021-05-18 12:28:28+00:00
CONTRIBUTOR
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[Question Answering on Scientific Research Papers](https://allenai.org/project/qasper/home) Doing NLP on NLP papers to do NLP ♻️ I had to add it~ - [x] Add README (just gotta fill out some more ) - [x] Dataloader code - [x] Make dummy dataset - [x] generate dataset infos - [x] Tests
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[Question] How to move and reuse preprocessed dataset?
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2021-05-11 09:09:17+00:00
2021-06-11 04:39:11+00:00
2021-06-11 04:39:11+00:00
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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...
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Is there a way to join multiple datasets in one?
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2021-05-10 23:16:10+00:00
2022-10-05 17:27:05+00:00
NaT
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**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...
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Columns are removed before or after map function applied?
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2021-05-10 02:36:20+00:00
2022-10-24 11:31:55+00:00
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## 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....
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Docs - CER above 1
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2021-05-09 23:41:00+00:00
2021-05-10 13:34:00+00:00
2021-05-10 13:34:00+00:00
CONTRIBUTOR
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CER can actually be greater than 1.
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Added the Ascent KB
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2021-05-09 14:17:39+00:00
2021-05-11 09:16:59+00:00
2021-05-11 09:16:59+00:00
CONTRIBUTOR
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Added the Ascent Commonsense KB of 8.9M assertions. - Paper: [Advanced Semantics for Commonsense Knowledge Extraction (WWW'21)](https://arxiv.org/abs/2011.00905) - Website: https://ascent.mpi-inf.mpg.de/ (I am the author of the dataset)
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More consistent copy logic
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2021-05-09 14:17:33+00:00
2021-05-11 08:58:33+00:00
2021-05-11 08:58:33+00:00
COLLABORATOR
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Use `info.copy()` instead of `copy.deepcopy(info)`. `Features.copy` now creates a deep copy.
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fixed download link for web_science
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2021-05-09 09:12:20+00:00
2021-05-10 13:35:53+00:00
2021-05-10 13:35:53+00:00
CONTRIBUTOR
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Fixes #2337. Should work with: `dataset = load_dataset("web_of_science", "WOS11967", ignore_verifications=True)`
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NonMatchingChecksumError for web_of_science dataset
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2021-05-09 02:02:02+00:00
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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...
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881,298,783
MDExOlB1bGxSZXF1ZXN0NjM0ODk1OTU5
2,336
Fix overflow issue in interpolation search
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2021-05-08 20:51:36+00:00
2021-05-10 13:29:07+00:00
2021-05-10 13:26:12+00:00
COLLABORATOR
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Fixes #2335 More info about this error can be found [here](https://stackoverflow.com/questions/53239890/why-do-i-keep-getting-this-error-runtimewarning-overflow-encountered-in-int-sc/53240100).
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2,335
Index error in Dataset.map
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2021-05-08 20:44:57+00:00
2021-05-10 13:26:12+00:00
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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...
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879,810,107
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2,334
Updating the DART file checksums in GEM
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2021-05-07 21:53:44+00:00
2021-05-07 22:18:10+00:00
2021-05-07 22:18:10+00:00
MEMBER
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The DART files were just updated on the source GitHub https://github.com/Yale-LILY/dart/commit/34b3c872da4811523e334f1631e54ca8105dffab
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2,333
Fix duplicate keys
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2021-05-07 15:28:08+00:00
2021-05-08 21:47:31+00:00
2021-05-07 15:57:08+00:00
MEMBER
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As noticed in https://github.com/huggingface/datasets/pull/2245, many datasets yield duplicate keys. Most of the time it was because the counter used for ids were reset at each new data file.
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2,332
Add note about indices mapping in save_to_disk docstring
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2021-05-07 13:49:42+00:00
2021-05-07 17:20:48+00:00
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2,331
Add Topical-Chat
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2021-05-07 13:43:59+00:00
2021-05-07 13:43:59+00:00
NaT
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## 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 - **...
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2,330
Allow passing `desc` to `tqdm` in `Dataset.map()`
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2021-05-07 05:52:54+00:00
2021-05-26 14:59:21+00:00
2021-05-26 14:59:21+00:00
CONTRIBUTOR
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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.
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Add cache dir for in-memory datasets
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2021-05-06 19:35:32+00:00
2021-06-08 19:46:48+00:00
2021-06-08 19:06:46+00:00
COLLABORATOR
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Adds the cache dir attribute to DatasetInfo as suggested by @lhoestq. Should fix #2322
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Add Matthews/Pearson/Spearman correlation metrics
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2021-05-06 16:09:27+00:00
2021-05-06 16:58:10+00:00
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Added three metrics: - The Matthews correlation coefficient (from sklearn) - The Pearson correlation coefficient (from scipy) - The Spearman correlation coefficient (from scipy) cc @sgugger
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A syntax error in example
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2021-05-06 14:34:44+00:00
2021-05-20 03:04:19+00:00
2021-05-20 03:04:19+00:00
NONE
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![image](https://user-images.githubusercontent.com/6883957/117315905-b47a5c00-aeba-11eb-91eb-b2a4a0212a56.png) Sorry to report with an image, I can't find the template source code of this snippet.
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https://github.com/huggingface/datasets/pull/2326
876,829,254
MDExOlB1bGxSZXF1ZXN0NjMwODk3MjI4
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Enable auto-download for PAN-X / Wikiann domain in XTREME
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2021-05-05 20:58:38+00:00
2021-05-07 08:41:10+00:00
2021-05-07 08:41:10+00:00
MEMBER
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null
This PR replaces the manual download of the `PAN-X.lang` domains with an auto-download from a Dropbox link provided by the Wikiann author. We also add the relevant dummy data for these domains. While re-generating `dataset_infos.json` I ran into a `KeyError` in the `udpos.Arabic` domain so have included a fix for th...
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MDExOlB1bGxSZXF1ZXN0NjMwNzU1MzIx
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Added the HLGD dataset
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2021-05-05 16:53:29+00:00
2021-05-12 14:55:13+00:00
2021-05-12 14:16:38+00:00
CONTRIBUTOR
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Added the Headline Grouping Dataset (HLGD), from the NAACL2021 paper: News Headline Grouping as a Challenging NLU Task Dataset Link: https://github.com/tingofurro/headline_grouping Paper link: https://people.eecs.berkeley.edu/~phillab/pdfs/NAACL2021_HLG.pdf
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Create Audio feature
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2021-05-05 15:55:22+00:00
2021-10-13 10:26:33+00:00
2021-10-13 10:26:33+00:00
MEMBER
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Create `Audio` feature to handle raw audio files. Some decisions to be further discussed: - I have chosen `soundfile` as the audio library; another interesting library is `librosa`, but this requires `soundfile` (see [here](https://github.com/librosa/librosa/blob/main/setup.cfg#L53)). If we require some more advanc...
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876,438,507
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load_dataset("timit_asr") gives back duplicates of just one sample text
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2021-05-05 13:14:48+00:00
2021-05-07 10:32:30+00:00
2021-05-07 10:32:30+00:00
NONE
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## 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...
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876,383,853
MDU6SXNzdWU4NzYzODM4NTM=
2,322
Calls to map are not cached.
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2021-05-05 12:11:27+00:00
2021-06-08 19:10:02+00:00
2021-06-08 19:08:21+00:00
NONE
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## 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])...
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