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680
Fix bug related to boolean in GAP dataset.
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2020-09-28T08:39:39Z
2020-09-29T15:54:47Z
2020-09-29T15:54:47Z
CONTRIBUTOR
null
### Why I did The value in `row["A-coref"]` and `row["B-coref"]` is `'TRUE'` or `'FALSE'`. This type is `string`, then `bool('FALSE')` is equal to `True` in Python. So, both rows are transformed into `True` now. So, I modified this problem. ### What I did I modified `bool(row["A-coref"])` and `bool(row["B-cor...
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679
Fix negative ids when slicing with an array
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2020-09-28T08:39:08Z
2020-09-28T14:42:20Z
2020-09-28T14:42:19Z
MEMBER
null
```python from datasets import Dataset d = ds.Dataset.from_dict({"a": range(10)}) print(d[[0, -1]]) # OverflowError ``` raises an error because of the negative id. This PR fixes that. Fix #668
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678
The download instructions for c4 datasets are not contained in the error message
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2020-09-28T08:30:54Z
2020-09-28T10:26:09Z
2020-09-28T10:26:09Z
CONTRIBUTOR
null
The manual download instructions are not clear ```The dataset c4 with config en requires manual data. Please follow the manual download instructions: <bound method C4.manual_download_instructions of <datasets_modules.datasets.c4.830b0c218bd41fed439812c8dd19dbd4767d2a3faa385eb695cf8666c982b1b3.c4.C4 object at 0x7ff...
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677
Move cache dir root creation in builder's init
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2020-09-28T08:22:46Z
2020-09-28T14:42:43Z
2020-09-28T14:42:42Z
MEMBER
null
We use lock files in the builder initialization but sometimes the cache directory where they're supposed to be was not created. To fix that I moved the builder's cache dir root creation in the builder's init. Fix #671
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676
train_test_split returns empty dataset item
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2020-09-28T07:19:33Z
2020-10-07T13:46:33Z
2020-10-07T13:38:06Z
NONE
null
I try to split my dataset by `train_test_split`, but after that the item in `train` and `test` `Dataset` is empty. The codes: ``` yelp_data = datasets.load_from_disk('/home/ssd4/huanglianzhe/test_yelp') print(yelp_data[0]) yelp_data = yelp_data.train_test_split(test_size=0.1) print(yelp_data) pri...
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675
Add custom dataset to NLP?
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2020-09-27T21:22:50Z
2020-10-20T09:08:49Z
2020-10-20T09:08:49Z
CONTRIBUTOR
null
Is it possible to add a custom dataset such as a .csv to the NLP library? Thanks.
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674
load_dataset() won't download in Windows
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2020-09-27T03:56:25Z
2020-10-05T08:28:18Z
2020-10-05T08:28:18Z
NONE
null
I don't know if this is just me or Windows. Maybe other Windows users can chime in if they don't have this problem. I've been trying to get some of the tutorials working on Windows, but when I use the load_dataset() function, it just stalls and the script keeps running indefinitely without downloading anything. I've wa...
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673
blog_authorship_corpus crashed
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1
2020-09-26T20:15:28Z
2022-02-15T10:47:58Z
2022-02-15T10:47:58Z
NONE
null
This is just to report that When I pick blog_authorship_corpus in https://huggingface.co/nlp/viewer/?dataset=blog_authorship_corpus I get this: ![image](https://user-images.githubusercontent.com/7553188/94349542-4364f300-0013-11eb-897d-b25660a449f0.png)
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672
Questions about XSUM
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2020-09-26T17:16:24Z
2022-10-04T17:30:17Z
2022-10-04T17:30:17Z
CONTRIBUTOR
null
Hi there ✋ I'm looking into your `xsum` dataset and I have several questions on that. So here is how I loaded the data: ``` >>> data = datasets.load_dataset('xsum', version='1.0.1') >>> data['train'] Dataset(features: {'document': Value(dtype='string', id=None), 'summary': Value(dtype='string', id=None)}, nu...
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671
[BUG] No such file or directory
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2020-09-25T16:38:54Z
2020-09-28T14:42:42Z
2020-09-28T14:42:42Z
CONTRIBUTOR
null
This happens when both 1. Huggingface datasets cache dir does not exist 2. Try to load a local dataset script builder.py throws an error when trying to create a filelock in a directory (cache/datasets) that does not exist https://github.com/huggingface/datasets/blob/master/src/datasets/builder.py#L177 Tested o...
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670
Fix SQuAD metric kwargs description
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2020-09-25T16:08:57Z
2020-09-29T15:57:39Z
2020-09-29T15:57:38Z
MEMBER
null
The `answer_start` field was missing in the kwargs docstring. This should fix #657 FYI another fix was proposed by @tshrjn in #658 and suggests to remove this field. However IMO `answer_start` is useful to match the squad dataset format for consistency, even though it is not used in the metric computation. I th...
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669
How to skip a example when running dataset.map
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2020-09-25T11:17:53Z
2022-06-17T21:45:03Z
2020-10-05T16:28:13Z
NONE
null
in processing func, I process examples and detect some invalid examples, which I did not want it to be added into train dataset. However I did not find how to skip this recognized invalid example when doing dataset.map.
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668
OverflowError when slicing with an array containing negative ids
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2020-09-24T16:27:14Z
2020-09-28T14:42:19Z
2020-09-28T14:42:19Z
MEMBER
null
```python from datasets import Dataset d = ds.Dataset.from_dict({"a": range(10)}) print(d[0]) # {'a': 0} print(d[-1]) # {'a': 9} print(d[[0, -1]]) # OverflowError ``` results in ``` --------------------------------------------------------------------------- OverflowError ...
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667
Loss not decrease with Datasets and Transformers
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2020-09-24T15:14:43Z
2021-01-01T20:01:25Z
2021-01-01T20:01:25Z
NONE
null
HI, The following script is used to fine-tune a BertForSequenceClassification model on SST2. The script is adapted from [this colab](https://colab.research.google.com/github/huggingface/datasets/blob/master/notebooks/Overview.ipynb) that presents an example of fine-tuning BertForQuestionAnswering using squad data...
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666
Does both 'bookcorpus' and 'wikipedia' belong to the same datasets which Google used for pretraining BERT?
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2020-09-23T19:02:25Z
2020-10-27T15:19:25Z
2020-10-27T15:19:25Z
NONE
null
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665
runing dataset.map, it raises TypeError: can't pickle Tokenizer objects
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2020-09-23T04:28:14Z
2020-10-08T09:32:16Z
2020-10-08T09:32:16Z
NONE
null
I load squad dataset. Then want to process data use following function with `Huggingface Transformers LongformerTokenizer`. ``` def convert_to_features(example): # Tokenize contexts and questions (as pairs of inputs) input_pairs = [example['question'], example['context']] encodings = tokenizer.encode...
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664
load_dataset from local squad.py, raise error: TypeError: 'NoneType' object is not callable
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2020-09-23T03:53:36Z
2020-10-20T09:06:13Z
2020-10-20T09:06:13Z
NONE
null
version: 1.0.2 ``` train_dataset = datasets.load_dataset('squad') ``` The above code can works. However, when I download the squad.py from your server, and saved as `my_squad.py` to local. I run followings raise errors. ``` train_dataset = datasets.load_dataset('./my_squad.py') ...
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663
Created dataset card snli.md
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2020-09-22T22:29:37Z
2020-10-13T17:05:20Z
2020-10-12T20:26:52Z
CONTRIBUTOR
null
First draft of a dataset card using the SNLI corpus as an example. This is mostly based on the [Google Doc draft](https://docs.google.com/document/d/1dKPGP-dA2W0QoTRGfqQ5eBp0CeSsTy7g2yM8RseHtos/edit), but I added a few sections and moved some things around. - I moved **Who Was Involved** to follow **Language**, ...
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Created dataset card snli.md
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2020-09-22T21:00:17Z
2020-09-22T21:26:21Z
2020-09-22T21:26:21Z
CONTRIBUTOR
null
First draft of a dataset card using the SNLI corpus as an example
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661
Replace pa.OSFile by open
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2020-09-22T15:05:59Z
2021-05-05T18:24:36Z
2020-09-22T15:15:25Z
MEMBER
null
It should fix #643
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660
add openwebtext
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2020-09-22T12:05:22Z
2020-10-06T09:20:10Z
2020-09-28T09:07:26Z
CONTRIBUTOR
null
This adds [The OpenWebText Corpus](https://skylion007.github.io/OpenWebTextCorpus/), which is a clean and large text corpus for nlp pretraining. It is an open source effort to reproduce OpenAI’s WebText dataset used by GPT-2, and it is also needed to reproduce ELECTRA. It solves #132 . ### Besides dataset buildin...
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659
Keep new columns in transmit format
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2020-09-22T09:47:23Z
2020-09-22T10:07:22Z
2020-09-22T10:07:20Z
MEMBER
null
When a dataset is formatted with a list of columns that `__getitem__` should return, then calling `map` to add new columns doesn't add the new columns to this list. It caused `KeyError` issues in #620 I changed the logic to add those new columns to the list that `__getitem__` should return.
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658
Fix squad metric's Features
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2020-09-22T09:09:52Z
2020-09-29T15:58:30Z
2020-09-29T15:58:30Z
NONE
null
Resolves issue [657](https://github.com/huggingface/datasets/issues/657).
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657
Squad Metric Description & Feature Mismatch
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2020-09-22T09:07:00Z
2020-10-13T02:16:56Z
2020-09-29T15:57:38Z
NONE
null
The [description](https://github.com/huggingface/datasets/blob/master/metrics/squad/squad.py#L39) doesn't mention `answer_start` in squad. However the `datasets.features` require [it](https://github.com/huggingface/datasets/blob/master/metrics/squad/squad.py#L68). It's also not used in the evaluation.
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656
Use multiprocess from pathos for multiprocessing
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2020-09-21T16:12:19Z
2020-09-28T14:45:40Z
2020-09-28T14:45:39Z
MEMBER
null
[Multiprocess](https://github.com/uqfoundation/multiprocess) (from the [pathos](https://github.com/uqfoundation/pathos) project) allows to use lambda functions in multiprocessed map. It was suggested to use it by @kandorm. We're already using dill which is its only dependency.
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655
added Winogrande debiased subset
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2020-09-21T14:51:08Z
2020-09-21T16:20:40Z
2020-09-21T16:16:04Z
MEMBER
null
The [Winogrande](https://arxiv.org/abs/1907.10641) paper mentions a `debiased` subset that wasn't in the first release; this PR adds it.
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654
Allow empty inputs in metrics
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2020-09-21T11:26:36Z
2020-10-06T03:51:48Z
2020-09-21T16:13:38Z
MEMBER
null
There was an arrow error when trying to compute a metric with empty inputs. The error was occurring when reading the arrow file, before calling metric._compute.
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653
handle data alteration when trying type
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2020-09-21T10:41:49Z
2020-09-21T16:13:06Z
2020-09-21T16:13:05Z
MEMBER
null
Fix #649 The bug came from the type inference that didn't handle a weird case in Pyarrow. Indeed this code runs without error but alters the data in arrow: ```python import pyarrow as pa type = pa.struct({"a": pa.struct({"b": pa.string()})}) array_with_altered_data = pa.array([{"a": {"b": "foo", "c": "bar"}}...
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652
handle connection error in download_prepared_from_hf_gcs
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2020-09-21T08:21:11Z
2020-09-21T08:28:43Z
2020-09-21T08:28:42Z
MEMBER
null
Fix #647
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651
Problem with JSON dataset format
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2020-09-20T23:57:14Z
2020-09-21T12:14:24Z
null
NONE
null
I have a local json dataset with the following form. { 'id01234': {'key1': value1, 'key2': value2, 'key3': value3}, 'id01235': {'key1': value1, 'key2': value2, 'key3': value3}, . . . 'id09999': {'key1': value1, 'key2': value2, 'key3': value3} } Note that instead of a list of records i...
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650
dummy data testing can't test datasets using `dl_manager.extract` in `_split_generators`
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2020-09-19T11:07:03Z
2020-09-22T11:54:10Z
2020-09-22T11:54:09Z
CONTRIBUTOR
null
Hi, I recently want to add a dataset whose source data is like this ``` openwebtext.tar.xz |__ openwebtext |__subset000.xz | |__ ....txt | |__ ....txt | ... |__ subset001.xz | .... ``` So I wrote `openwebtext.py` like this ``` d...
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649
Inconsistent behavior in map
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2020-09-19T08:41:12Z
2020-09-21T16:13:05Z
2020-09-21T16:13:05Z
NONE
null
I'm observing inconsistent behavior when applying .map(). This happens specifically when I'm incrementally adding onto a feature that is a nested dictionary. Here's a simple example that reproduces the problem. ```python import datasets # Dataset with a single feature called 'field' consisting of two examples d...
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648
offset overflow when multiprocessing batched map on large datasets.
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2020-09-19T02:15:11Z
2020-09-19T16:47:07Z
2020-09-19T16:46:31Z
CONTRIBUTOR
null
It only happened when "multiprocessing" + "batched" + "large dataset" at the same time. ``` def bprocess(examples): examples['len'] = [] for text in examples['text']: examples['len'].append(len(text)) return examples wiki.map(brpocess, batched=True, num_proc=8) ``` ``` ----------------------------...
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647
Cannot download dataset_info.json
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2020-09-19T01:35:15Z
2020-09-21T08:28:42Z
2020-09-21T08:28:42Z
NONE
null
I am running my job on a cloud server where does not provide for connections from the standard compute nodes to outside resources. Hence, when I use `dataset.load_dataset()` to load data, I got an error like this: ``` ConnectionError: Couldn't reach https://storage.googleapis.com/huggingface-nlp/cache/datasets/text...
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646
Fix docs typos
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2020-09-18T19:32:27Z
2020-09-21T16:30:54Z
2020-09-21T16:14:12Z
CONTRIBUTOR
null
This PR fixes few typos in the docs and the error in the code snippet in the set_format section in docs/source/torch_tensorflow.rst. `torch.utils.data.Dataloader` expects padded batches so it throws an error due to not being able to stack the unpadded tensors. If we follow the Quick tour from the docs where they add th...
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645
Don't use take on dataset table in pyarrow 1.0.x
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2020-09-18T17:31:34Z
2020-09-19T16:46:32Z
2020-09-19T16:46:31Z
MEMBER
null
Fix #615
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644
Better windows support
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2020-09-18T17:17:36Z
2020-09-25T14:02:30Z
2020-09-25T14:02:28Z
MEMBER
null
There are a few differences in the behavior of python and pyarrow on windows. For example there are restrictions when accessing/deleting files that are open Fix #590
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643
Caching processed dataset at wrong folder
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2020-09-18T15:41:26Z
2022-02-16T14:53:29Z
2022-02-16T14:53:29Z
CONTRIBUTOR
null
Hi guys, I run this on my Colab (PRO): ```python from datasets import load_dataset dataset = load_dataset('text', data_files='/content/corpus.txt', cache_dir='/content/drive/My Drive', split='train') def encode(examples): return tokenizer(examples['text'], truncation=True, padding='max_length') dataset = ...
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642
Rename wnut fields
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2020-09-18T13:51:31Z
2020-09-18T17:18:31Z
2020-09-18T17:18:30Z
MEMBER
null
As mentioned in #641 it would be cool to have it follow the naming of the other NER datasets
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641
Add Polyglot-NER Dataset
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2020-09-18T13:21:44Z
2020-09-20T03:04:43Z
2020-09-20T03:04:43Z
CONTRIBUTOR
null
Adds the [Polyglot-NER dataset](https://sites.google.com/site/rmyeid/projects/polylgot-ner) with named entity tags for 40 languages. I include separate configs for each language as well as a `combined` config which lumps them all together.
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640
Make shuffle compatible with temp_seed
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2020-09-18T11:38:58Z
2020-09-18T11:47:51Z
2020-09-18T11:47:50Z
MEMBER
null
This code used to return different dataset at each run ```python import dataset as ds dataset = ... with ds.temp_seed(42): shuffled = dataset.shuffle() ``` Now it returns the same one since the seed is set
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639
Update glue QQP checksum
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2020-09-18T09:08:15Z
2020-09-18T11:37:08Z
2020-09-18T11:37:07Z
MEMBER
null
Fix #638
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GLUE/QQP dataset: NonMatchingChecksumError
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2020-09-18T07:09:10Z
2020-09-18T11:37:07Z
2020-09-18T11:37:07Z
CONTRIBUTOR
null
Hi @lhoestq , I know you are busy and there are also other important issues. But if this is easy to be fixed, I am shamelessly wondering if you can give me some help , so I can evaluate my models and restart with my developing cycle asap. 😚 datasets version: editable install of master at 9/17 `datasets.load_data...
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637
Add MATINF
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2020-09-17T12:24:53Z
2020-09-17T13:23:18Z
2020-09-17T13:23:17Z
CONTRIBUTOR
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636
Consistent ner features
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2020-09-16T15:56:25Z
2020-09-17T09:52:59Z
2020-09-17T09:52:58Z
MEMBER
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As discussed in #613 , this PR aims at making NER feature names consistent across datasets. I changed the feature names of LinCE and XTREME/PAN-X
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Loglevel
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2020-09-16T14:37:53Z
2020-09-17T09:52:19Z
2020-09-17T09:52:18Z
MEMBER
null
Continuation of #618
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634
Add ConLL-2000 dataset
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2020-09-16T11:14:11Z
2020-09-17T10:38:10Z
2020-09-17T10:38:10Z
CONTRIBUTOR
null
Adds ConLL-2000 dataset used for text chunking. See https://www.clips.uantwerpen.be/conll2000/chunking/ for details and [motivation](https://github.com/huggingface/transformers/pull/7041#issuecomment-692710948) behind this PR
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633
Load large text file for LM pre-training resulting in OOM
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2020-09-16T04:33:15Z
2021-02-16T12:02:01Z
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I tried to pretrain Longformer using transformers and datasets. But I got OOM issues with loading a large text file. My script is almost like this: ```python from datasets import load_dataset @dataclass class DataCollatorForDatasetsLanguageModeling(DataCollatorForLanguageModeling): """ Data collator u...
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632
Fix typos in the loading datasets docs
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2020-09-16T00:27:41Z
2020-09-21T16:31:11Z
2020-09-16T06:52:44Z
CONTRIBUTOR
null
This PR fixes two typos in the loading datasets docs, one of them being a broken link to the `load_dataset` function.
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631
Fix text delimiter
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2020-09-15T08:08:42Z
2020-09-22T15:03:06Z
2020-09-15T08:26:25Z
MEMBER
null
I changed the delimiter in the `text` dataset script. It should fix the `pyarrow.lib.ArrowInvalid: CSV parse error` from #622 I changed the delimiter to an unused ascii character that is not present in text files : `\b`
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630
Text dataset not working with large files
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2020-09-15T06:02:36Z
2020-09-25T22:21:43Z
2020-09-25T22:21:43Z
NONE
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``` Traceback (most recent call last): File "examples/language-modeling/run_language_modeling.py", line 333, in <module> main() File "examples/language-modeling/run_language_modeling.py", line 262, in main get_dataset(data_args, tokenizer=tokenizer, cache_dir=model_args.cache_dir) if training_args.do_t...
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straddling object straddles two block boundaries
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2020-09-15T00:30:46Z
2020-09-15T00:36:17Z
2020-09-15T00:32:17Z
NONE
null
I am trying to read json data (it's an array with lots of dictionaries) and getting block boundaries issue as below : I tried calling read_json with readOptions but no luck . ``` table = json.read_json(fn) Traceback (most recent call last): File "<stdin>", line 1, in <module> File "pyarrow/_json.pyx", li...
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628
Update docs links in the contribution guideline
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2020-09-14T23:27:19Z
2020-11-02T21:03:23Z
2020-09-15T06:19:35Z
CONTRIBUTOR
null
Fixed the `add a dataset` and `share a dataset` links in the contribution guideline to refer to the new docs website.
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fix (#619) MLQA features names
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2020-09-14T20:41:59Z
2020-11-02T21:04:32Z
2020-09-16T06:54:11Z
CONTRIBUTOR
null
Fixed the features names as suggested in (#619) in the `_generate_examples` and `_info` methods in the MLQA loading script and also changed the names in the `dataset_infos.json` file.
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626
Update GLUE URLs (now hosted on FB)
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2020-09-14T19:05:39Z
2020-09-16T06:53:18Z
2020-09-16T06:53:18Z
CONTRIBUTOR
null
NYU is switching dataset hosting from Google to FB. This PR closes https://github.com/huggingface/datasets/issues/608 and is necessary for https://github.com/jiant-dev/jiant/issues/161. This PR updates the data URLs based on changes made in https://github.com/nyu-mll/jiant/pull/1112. Note: rebased on huggingface/dat...
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dtype of tensors should be preserved
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2020-09-14T12:38:05Z
2021-08-17T08:30:04Z
2021-08-17T08:30:04Z
CONTRIBUTOR
null
After switching to `datasets` my model just broke. After a weekend of debugging, the issue was that my model could not handle the double that the Dataset provided, as it expected a float (but didn't give a warning, which seems a [PyTorch issue](https://discuss.pytorch.org/t/is-it-required-that-input-and-hidden-for-gru-...
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624
Add learningq dataset
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2020-09-13T10:20:27Z
2020-09-14T09:50:02Z
null
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Hi, Thank you again for this amazing repo. Would it be possible for y'all to add the LearningQ dataset - https://github.com/AngusGLChen/LearningQ ?
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Custom feature types in `load_dataset` from CSV
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2020-09-12T13:21:34Z
2020-09-30T19:51:43Z
2020-09-30T08:39:54Z
MEMBER
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I am trying to load a local file with the `load_dataset` function and I want to predefine the feature types with the `features` argument. However, the types are always the same independent of the value of `features`. I am working with the local files from the emotion dataset. To get the data you can use the followi...
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load_dataset for text files not working
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2020-09-12T12:49:28Z
2020-10-28T11:07:31Z
2020-10-28T11:07:30Z
CONTRIBUTOR
null
Trying the following snippet, I get different problems on Linux and Windows. ```python dataset = load_dataset("text", data_files="data.txt") # or dataset = load_dataset("text", data_files=["data.txt"]) ``` (ps [This example](https://huggingface.co/docs/datasets/loading_datasets.html#json-files) shows that ...
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[docs] Index: The native emoji looks kinda ugly in large size
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2020-09-12T09:48:40Z
2020-09-15T06:20:03Z
2020-09-15T06:20:02Z
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map/filter multiprocessing raises errors and corrupts datasets
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NONE
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After upgrading to the 1.0 started seeing errors in my data loading script after enabling multiprocessing. ```python ... ner_ds_dict = ner_ds.train_test_split(test_size=test_pct, shuffle=True, seed=seed) ner_ds_dict["validation"] = ner_ds_dict["test"] rel_ds_dict = rel_ds.train_test_split(test_si...
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619
Mistakes in MLQA features names
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2020-09-11T20:46:23Z
2020-09-16T06:59:19Z
2020-09-16T06:59:19Z
CONTRIBUTOR
null
I think the following features in MLQA shouldn't be named the way they are: 1. `questions` (should be `question`) 2. `ids` (should be `id`) 3. `start` (should be `answer_start`) The reasons I'm suggesting these features be renamed are: * To make them consistent with other QA datasets like SQuAD, XQuAD, TyDiQA et...
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618
sync logging utils with transformers
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2020-09-11T19:46:13Z
2020-09-17T15:40:59Z
2020-09-17T09:53:47Z
MEMBER
null
sync the docs/code with the recent changes in transformers' `logging` utils: 1. change the default level to `WARNING` 2. add `DATASETS_VERBOSITY` env var 3. expand docs
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Compare different Rouge implementations
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2020-09-11T15:49:32Z
2021-03-31T17:28:33Z
2020-10-02T09:52:18Z
NONE
null
I used RougeL implementation provided in `datasets` [here](https://github.com/huggingface/datasets/blob/master/metrics/rouge/rouge.py) and it gives numbers that match those reported in the pegasus paper but very different from those reported in other papers, [this](https://arxiv.org/pdf/1909.03186.pdf) for example. Ca...
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616
UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors
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14
2020-09-11T15:39:16Z
2021-07-22T21:12:21Z
null
CONTRIBUTOR
null
I am trying out the library and want to load in pickled data with `from_dict`. In that dict, one column `text` should be tokenized and the other (an embedding vector) should be retained. All other columns should be removed. When I eventually try to set the format for the columns with `set_format` I am getting this stra...
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615
Offset overflow when slicing a big dataset with an array of indices in Pyarrow >= 1.0.0
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2020-09-11T14:50:38Z
2022-06-09T09:40:48Z
2020-09-19T16:46:31Z
MEMBER
null
How to reproduce: ```python from datasets import load_dataset wiki = load_dataset("wikipedia", "20200501.en", split="train") wiki[[0]] --------------------------------------------------------------------------- ArrowInvalid Traceback (most recent call last) <ipython-input-13-38...
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614
[doc] Update deploy.sh
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2020-09-11T11:06:13Z
2020-09-14T08:49:19Z
2020-09-14T08:49:17Z
MEMBER
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613
Add CoNLL-2003 shared task dataset
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2020-09-11T10:02:30Z
2020-10-05T10:43:05Z
2020-09-17T10:36:38Z
CONTRIBUTOR
null
Please consider adding CoNLL-2003 shared task dataset as it's beneficial for token classification tasks. The motivation behind this PR is the [PR](https://github.com/huggingface/transformers/pull/7041) in the transformers project. This dataset would be not only useful for the usual run-of-the-mill NER tasks but also fo...
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612
add multi-proc to dataset dict
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2020-09-11T08:18:13Z
2020-09-11T10:20:13Z
2020-09-11T10:20:11Z
MEMBER
null
Add multi-proc to `DatasetDict`
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ArrowCapacityError: List array cannot contain more than 2147483646 child elements, have 2147483648
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2020-09-11T05:29:12Z
2022-06-01T15:11:43Z
2022-06-01T15:11:43Z
NONE
null
Hi, I'm trying to load a dataset from Dataframe, but I get the error: ```bash --------------------------------------------------------------------------- ArrowCapacityError Traceback (most recent call last) <ipython-input-7-146b6b495963> in <module> ----> 1 dataset = Dataset.from_pandas(emb)...
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610
Load text file for RoBERTa pre-training.
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2020-09-10T18:41:38Z
2022-11-22T13:51:24Z
2022-11-22T13:51:23Z
NONE
null
I migrate my question from https://github.com/huggingface/transformers/pull/4009#issuecomment-690039444 I tried to train a Roberta from scratch using transformers. But I got OOM issues with loading a large text file. According to the suggestion from @thomwolf , I tried to implement `datasets` to load my text file....
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609
Update GLUE URLs (now hosted on FB)
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2020-09-10T18:16:32Z
2020-09-14T19:06:02Z
2020-09-14T19:06:01Z
CONTRIBUTOR
null
NYU is switching dataset hosting from Google to FB. This PR closes https://github.com/huggingface/datasets/issues/608 and is necessary for https://github.com/jiant-dev/jiant/issues/161. This PR updates the data URLs based on changes made in https://github.com/nyu-mll/jiant/pull/1112.
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608
Don't use the old NYU GLUE dataset URLs
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2020-09-10T17:47:02Z
2020-09-16T06:53:18Z
2020-09-16T06:53:18Z
CONTRIBUTOR
null
NYU is switching dataset hosting from Google to FB. Initial changes to `datasets` are in https://github.com/jeswan/nlp/commit/b7d4a071d432592ded971e30ef73330529de25ce. What tests do you suggest I run before opening a PR? See: https://github.com/jiant-dev/jiant/issues/161 and https://github.com/nyu-mll/jiant/pull/111...
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607
Add transmit_format wrapper and tests
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2020-09-10T15:03:50Z
2020-09-10T15:21:48Z
2020-09-10T15:21:47Z
MEMBER
null
Same as #605 but using a decorator on-top of dataset transforms that are not in place
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606
Quick fix :)
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2020-09-10T14:32:06Z
2020-09-10T16:18:32Z
2020-09-10T16:18:30Z
MEMBER
null
`nlp` => `datasets`
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605
[Datasets] Transmit format to children
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2020-09-10T12:30:18Z
2020-09-10T16:15:21Z
2020-09-10T16:15:21Z
MEMBER
null
Transmit format to children obtained when processing a dataset. Added a test. When concatenating datasets, if the formats are disparate, the concatenated dataset has a format reset to defaults.
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604
Update bucket prefix
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2020-09-10T11:01:13Z
2020-09-10T12:45:33Z
2020-09-10T12:45:32Z
MEMBER
null
cc @julien-c
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603
Set scripts version to master
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2020-09-10T10:47:44Z
2020-09-10T11:02:05Z
2020-09-10T11:02:04Z
MEMBER
null
By default the scripts version is master, so that if the library is installed with ``` pip install git+http://github.com/huggingface/nlp.git ``` or ``` git clone http://github.com/huggingface/nlp.git pip install -e ./nlp ``` will use the latest scripts, and not the ones from the previous version.
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602
apply offset to indices in multiprocessed map
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2020-09-10T08:54:30Z
2020-09-10T11:03:39Z
2020-09-10T11:03:37Z
MEMBER
null
Fix #597 I fixed the indices by applying an offset. I added the case to our tests to make sure it doesn't happen again. I also added the message proposed by @thomwolf in #597 ```python >>> d.select(range(10)).map(fn, with_indices=True, batched=True, num_proc=2, load_from_cache_file=False) Done writing 10 ...
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601
check if trasnformers has PreTrainedTokenizerBase
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2020-09-10T07:54:56Z
2020-09-10T11:01:37Z
2020-09-10T11:01:36Z
MEMBER
null
Fix #598
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600
Pickling error when loading dataset
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2020-09-10T06:28:08Z
2020-09-25T14:31:54Z
2020-09-25T14:31:54Z
NONE
null
Hi, I modified line 136 in the original [run_language_modeling.py](https://github.com/huggingface/transformers/blob/master/examples/language-modeling/run_language_modeling.py) as: ``` # line 136: return LineByLineTextDataset(tokenizer=tokenizer, file_path=file_path, block_size=args.block_size) dataset = load_da...
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599
Add MATINF dataset
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2020-09-10T03:31:09Z
2020-09-17T12:17:25Z
2020-09-17T12:17:25Z
CONTRIBUTOR
null
@lhoestq The command to create metadata failed. I guess it's because the zip is not downloaded from a remote address? How to solve that? Also the CI fails and I don't know how to fix that :(
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598
The current version of the package on github has an error when loading dataset
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2020-09-09T21:03:23Z
2020-09-10T06:25:21Z
2020-09-09T22:57:28Z
NONE
null
Instead of downloading the package from pip, downloading the version from source will result in an error when loading dataset (the pip version is completely fine): To recreate the error: First, installing nlp directly from source: ``` git clone https://github.com/huggingface/nlp.git cd nlp pip install -e . ``...
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597
Indices incorrect with multiprocessing
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2020-09-09T19:50:56Z
2020-09-10T11:03:37Z
2020-09-10T11:03:37Z
CONTRIBUTOR
null
When `num_proc` > 1, the indices argument passed to the map function is incorrect: ```python d = load_dataset('imdb', split='test[:1%]') def fn(x, inds): print(inds) return x d.select(range(10)).map(fn, with_indices=True, batched=True) # [0, 1] # [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] d.select(range(10...
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596
[style/quality] Moving to isort 5.0.0 + style/quality on datasets and metrics
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2020-09-09T15:47:21Z
2020-09-10T10:05:04Z
2020-09-10T10:05:03Z
MEMBER
null
Move the repo to isort 5.0.0. Also start testing style/quality on datasets and metrics. Specific rule: we allow F401 (unused imports) in metrics to be able to add imports to detect early on missing dependencies. Maybe we could add this in datasets but while cleaning this I've seen many example of really unused i...
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595
`Dataset`/`DatasetDict` has no attribute 'save_to_disk'
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2020-09-09T15:01:52Z
2020-09-09T16:20:19Z
2020-09-09T16:20:18Z
NONE
null
Hi, As the title indicates, both `Dataset` and `DatasetDict` classes don't seem to have the `save_to_disk` method. While the file [`arrow_dataset.py`](https://github.com/huggingface/nlp/blob/34bf0b03bfe03e7f77b8fec1cd48f5452c4fc7c1/src/nlp/arrow_dataset.py) in the repo here has the method, the file `arrow_dataset.p...
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594
Fix germeval url
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2020-09-09T13:29:35Z
2020-09-09T13:34:35Z
2020-09-09T13:34:34Z
MEMBER
null
Continuation of #593 but without the dummy data hack
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593
GermEval 2014: new download urls
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2020-09-09T10:07:29Z
2020-09-09T14:16:54Z
2020-09-09T13:35:15Z
CONTRIBUTOR
null
Hi, unfortunately, the download links for the GermEval 2014 dataset have changed: they're now located on a Google Drive. I changed the URLs and bump version from 1.0.0 to 2.0.0.
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592
Test in memory and on disk
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2020-09-09T08:59:30Z
2020-09-09T13:50:04Z
2020-09-09T13:50:03Z
MEMBER
null
I added test parameters to do every test both in memory and on disk. I also found a bug in concatenate_dataset thanks to the new tests and fixed it.
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591
fix #589 (backward compat)
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2020-09-09T07:33:13Z
2020-09-09T08:57:56Z
2020-09-09T08:57:55Z
MEMBER
null
Fix #589
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590
The process cannot access the file because it is being used by another process (windows)
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7
2020-09-09T07:01:36Z
2020-09-25T14:02:28Z
2020-09-25T14:02:28Z
NONE
null
Hi, I consistently get the following error when developing in my PC (windows 10): ``` train_dataset = train_dataset.map(convert_to_features, batched=True) File "C:\Users\saareliad\AppData\Local\Continuum\miniconda3\envs\py38\lib\site-packages\nlp\arrow_dataset.py", line 970, in map shutil.move(tmp_file....
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589
Cannot use nlp.load_dataset text, AttributeError: module 'nlp.utils' has no attribute 'logging'
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2020-09-09T06:46:53Z
2020-09-09T08:57:54Z
2020-09-09T08:57:54Z
NONE
null
``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp/load.py", line 533, in load_dataset builder_cls = import_main_class(module_path, dataset=True) File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp...
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588
Support pathlike obj in load dataset
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2020-09-07T16:13:21Z
2020-09-08T07:45:19Z
2020-09-08T07:45:18Z
MEMBER
null
Fix #582 (I recreated the PR, I got an issue with git)
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587
Support pathlike obj in load dataset
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2020-09-07T16:09:16Z
2020-09-07T16:10:35Z
2020-09-07T16:10:35Z
MEMBER
null
Fix #582
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586
Better message when data files is empty
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2020-09-07T15:59:57Z
2020-09-09T09:00:09Z
2020-09-09T09:00:08Z
MEMBER
null
Fix #581
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585
Fix select for pyarrow < 1.0.0
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2020-09-07T15:02:52Z
2020-09-08T07:43:17Z
2020-09-08T07:43:15Z
MEMBER
null
Fix #583
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584
Use github versioning
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2020-09-07T14:58:15Z
2020-09-09T13:37:35Z
2020-09-09T13:37:34Z
MEMBER
null
Right now dataset scripts and metrics are downloaded from S3 which is in sync with master. It means that it's not currently possible to pin the dataset/metric script version. To fix that I changed the download url from S3 to github, and adding a `version` parameter in `load_dataset` and `load_metric` to pin a certai...
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583
ArrowIndexError on Dataset.select
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2020-09-07T14:36:29Z
2020-09-08T07:43:15Z
2020-09-08T07:43:15Z
MEMBER
null
If the indices table consists in several chunks, then `dataset.select` results in an `ArrowIndexError` error for pyarrow < 1.0.0 Example: ```python from nlp import load_dataset mnli = load_dataset("glue", "mnli", split="train") shuffled = mnli.shuffle(seed=42) mnli.select(list(range(len(mnli)))) ``` rai...
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582
Allow for PathLike objects
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2020-09-07T13:54:51Z
2020-09-08T07:45:17Z
2020-09-08T07:45:17Z
CONTRIBUTOR
null
Using PathLike objects as input for `load_dataset` does not seem to work. The following will throw an error. ```python files = list(Path(r"D:\corpora\yourcorpus").glob("*.txt")) dataset = load_dataset("text", data_files=files) ``` Traceback: ``` Traceback (most recent call last): File "C:/dev/python/dut...
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581
Better error message when input file does not exist
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2020-09-07T13:47:59Z
2020-09-09T09:00:07Z
2020-09-09T09:00:07Z
CONTRIBUTOR
null
In the following scenario, when `data_files` is an empty list, the stack trace and error message could be improved. This can probably be solved by checking for each file whether it actually exists and/or whether the argument is not false-y. ```python dataset = load_dataset("text", data_files=[]) ``` Example err...
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