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value:Dataset: https://github.com/google-research-datasets/TimeDial To-Do: Update README.md and add YAML tags
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value:## Describe the bug I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows). I am using the next code line dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10)) The above code result with the same sentence duplicated ten times. ...
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value:**Is your feature request related to a problem? Please describe.** When using Google Colab big datasets can be an issue, as they won't fit on the VM's disk. Therefore mounting google drive could be a possible solution. Unfortunatly when loading my own dataset by using the _load_from_disk_ function, the data gets...
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value:cache_dir parameter for load_from_disk ?
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value:Dataset: https://github.com/google-research-datasets/disfl-qa To-Do: Update README.md and add YAML tags
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value:After the last release of Datasets (1.8.0), the automatic generation of the Zenodo DOI failed: it appears in yellow as "Received", instead of in green as "Published". I have contacted Zenodo support to fix this issue. TODO: - [x] Check with Zenodo to fix the issue - [x] Check BibTeX entry is right
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value:See: https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111 ``` PermissionError: [WinError 32] The process cannot access the file because it is being used by another process ```
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value:## Describe the bug Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`. I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure whether the issue is on my end, because it's difficult for me to debug! ...
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value:Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner @lhoestq , can you please review
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value:The labels index were mismatching the actual ones used in the dataset. Specifically `0` is used for `SUPPORTS` and `1` is used for `REFUTES` After this change, the `README.md` now reflects the content of `dataset_infos.json`. Signed-off-by: Matteo Manica <drugilsberg@gmail.com>
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value:As discussed in #2424 and #2437 (please see there for detailed conversation): - It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset. - The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical" end users. - A user e...
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value:There is this issue in pyarrow: ```python import pyarrow as pa arr = pa.array([[i * 10] for i in range(4)]) arr.cast(pa.list_(pa.int32())) # works arr = arr.slice(1) arr.cast(pa.list_(pa.int32())) # fails # ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented") ``` ...
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value:## Describe the bug The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now. @zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py` ## Steps to reproduce the bug ```python from dataset...
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value:As discussed in #2409, both config and environment variable have been renamed. cc: @stas00, huggingface/transformers#12056
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value:When loading a Dataset from a JSON file whose column names are not sorted alphabetically, we should get the same column name order, whether we pass features (in the same order as in the file) or not. I found this issue while working on #2366.
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value:## Describe the bug When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of ...
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value:As mention in issue https://github.com/huggingface/datasets/issues/2447, there are no answers in the test set
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value:Hi, I'm having the following issue when I try to load the `blue` metric. ```shell import datasets metric = datasets.load_metric('blue') Traceback (most recent call last): File "/home/irfan/environments/Perplexity_Transformers/lib/python3.6/site-packages/datasets/load.py", line 320, in prepare_module ...
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value:The dataset is updated and the old url no longer works. So I updated it. I faced a bug while trying to fix this. Documenting the solution here. Maybe we can add it to the doc (`CONTRIBUTING.md` and `ADD_NEW_DATASET.md`). > And to make the command work without the ExpectedMoreDownloadedFiles error, you just ne...
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value:## Describe the bug When loading the adversarial_qa dataset the 'test' portion has no answers. Only the 'train' and 'validation' portions do. This occurs with all four of the configs ('adversarialQA', 'dbidaf', 'dbert', 'droberta') ## Steps to reproduce the bug ``` from datasets import load_dataset exa...
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value:Closes #2388
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value:I was browsing through annotation guidelines, as suggested by the datasets introduction. The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universal...
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value:Currently, several tests hang on Windows if the max path limit of 260 characters is not disabled. This happens due to the changes introduced by #2223 that cause an infinite loop in `WindowsFileLock` described in #2220. This can be very tricky to debug, so I think now is a good time to address these issues/PRs. I...
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value:As discussed on Slack, I have manually checked for ~100 datasets that they have at least one subset in English. This information was missing so adding into the READMEs. Note that I didn't check all the subsets so it's possible that some of the datasets have subsets in other languages than English...
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value:## Describe the bug Ever since today, I have been getting a DuplicatedKeysError while trying to load my dataset from my own script. Error returned when running this line: `dataset = load_dataset('/content/drive/MyDrive/Thesis/Datasets/book_preprocessing/goodreads_maharjan_trimmed_and_nered/goodreadsnered.py')` ...
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value:## Describe the bug While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included: ``` dataset_name = 'arcd' @py...
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value:As mentioned in #2437 it'd be nice to to have an indication to the users when they try to access an element of a DatasetDict without specifying the split name. cc @thomwolf
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value:As mentioned in #2401, there is an issue when loading the features of `natural_questions` since the order of the nested fields in the features don't match. The order is important since it matters for the underlying arrow schema. To fix that I re-order the features based on the arrow schema: ```python infer...
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value:As mentioned in #2424, the error message when one tries to use `Dataset.load_from_disk` to load a DatasetDict object (or _vice versa_) can be improved. I added a suggestion in the error message to let users know that they should use the other one.
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value:This PR contains the changes discussed in #2395. **Edit**: In addition to those changes, I'll be updating the `ReadMe` as follows: Currently, `Section` has separate parsing and validation error lists. In `.validate()`, we add these lists to the final lists and throw errors. One way to make `ReadMe` cons...
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value:This PR adds task templates for 9 SQuAD-like templates with the following properties: * 1 config * A schema that matches the `squad` one (i.e. same column names, especially for the nested `answers` column because the current implementation does not support casting with mismatched columns. see #2434) * Less t...
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value:Currently the `QuestionAnsweringExtractive` task template and `preprare_for_task` only support "flat" features. We should extend the functionality to cover QA datasets like: * `iapp_wiki_qa_squad` * `parsinlu_reading_comprehension` where the nested features differ with those from `squad` and trigger an `Ar...
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value:## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python dataset = load_dataset('adversarial_qa', 'adversarialQA') ``` ## Expected results The dataset should be loaded into memory ## Actual results >DuplicatedKeysError: FAILURE TO GENERATE DA...
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value: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 d...
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value:## 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 th...
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value:`desc` in `map` currently only works with `Dataset` objects. This PR adds support for `DatasetDict` objects as well
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value: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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value: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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value:## 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 da...
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value: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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value:As mentioned in https://github.com/huggingface/datasets/pull/2399 the env var should be prefixed by HF_
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value:There were duplicate in the keys, as mentioned in #2382
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value:## 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 unex...
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value: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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value: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 alphabetica...
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value: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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value: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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value:## 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 ``` ...
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value:## 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["te...
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value: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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value: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 ...
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value:News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs
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value:As read in the [paper](https://www.aclweb.org/anthology/2020.findings-emnlp.445.pdf), Table 11.
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value:Fix number of classes in indic_glue sna.bn dataset
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value: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 importan...
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value: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 `D...
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value: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 altern...
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value:This PR adds a check that the features of a dataset match the schema of each compatible task template.
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value: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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value:## 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.j...
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value:Incorrect URLs for some datasets
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value: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/...
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value:## 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 t...
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value:To update citations for [Offenseval_dravidiain](https://huggingface.co/datasets/offenseval_dravidian)
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value: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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value: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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value: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: ``` Dupl...
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value:DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en')
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value:few of them were missed by me earlier which I've added now
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value: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 lang...
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value: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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value: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'), Po...
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value:## 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/datase...
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value: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.__...
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value:# 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 ove...
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value:Fixes #2330. Please let me know if anything is also required in this
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