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609,708,863
Add script csv datasets
This is a PR allowing to create datasets from local CSV files. A usage might be: ```python import nlp ds = nlp.load( path="csv", name="bbc", dataset_files={ nlp.Split.TRAIN: ["datasets/dummy_data/csv/train.csv"], nlp.Split.TEST: [""datasets/dummy_data/csv/test.csv""] }, c...
closed
25
[ "Very interesting thoughts, we should think deeper about all what you raised indeed.", "Ok here is a proposal for a more general API and workflow.\r\n\r\n# New `ArrowBasedBuilder`\r\n\r\nFor all the formats that can be directly and efficiently loaded by Arrow (CSV, JSON, Parquet, Arrow), we don't really want to h...
false
2020-04-30 08:28:08
2022-10-04 09:32:13
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/25
https://github.com/huggingface/datasets/pull/25
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true
609,064,987
Add checksums
### Checksums files They are stored next to the dataset script in urls_checksums/checksums.txt. They are used to check the integrity of the datasets downloaded files. I kept the same format as tensorflow-datasets. There is one checksums file for all configs. ### Load a dataset When you do `load("squad")`, i...
closed
24
[ "Looks good to me :-) \r\n\r\nJust would prefer to get rid of the `_DYNAMICALLY_IMPORTED_MODULE` attribute and replace it by a `get_imported_module()` function. Maybe there is something I'm not seeing here though - what do you think? ", "> * I'm not sure I understand the general organization of checksums. I see w...
false
2020-04-29 13:37:29
2020-04-30 19:52:50
MEMBER
lhoestq
42,851,186
User
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https://github.com/huggingface/datasets/pull/24
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true
608,508,706
Add metrics
This PR is a draft for adding metrics (sacrebleu and seqeval are added) use case examples: `import nlp` **sacrebleu:** ``` refs = [['The dog bit the man.', 'It was not unexpected.', 'The man bit him first.'], ['The dog had bit the man.', 'No one was surprised.', 'The man had bitten the dog.']] sys = ['...
closed
23
[]
false
2020-04-28 18:02:05
2022-10-04 09:31:56
CONTRIBUTOR
mariamabarham
38,249,783
User
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https://github.com/huggingface/datasets/pull/23
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true
608,298,586
adding bleu score code
this PR add the BLEU score metric to the lib. It can be tested by running the following code. ` from nlp.metrics import bleu hyp1 = "It is a guide to action which ensures that the military always obeys the commands of the party" ref1a = "It is a guide to action that ensures that the military forces always being...
closed
22
[]
false
2020-04-28 13:00:50
2020-04-28 17:48:20
CONTRIBUTOR
mariamabarham
38,249,783
User
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https://github.com/huggingface/datasets/pull/22
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true
607,914,185
Cleanup Features - Updating convert command - Fix Download manager
This PR makes a number of changes: # Updating `Features` Features are a complex mechanism provided in `tfds` to be able to modify a dataset on-the-fly when serializing to disk and when loading from disk. We don't really need this because (1) it hides too much from the user and (2) our datatype can be directly ...
closed
21
[ "For conflicts, I think the mention hint \"This should be modified because it mentions ...\" is missing.", "Looks great!" ]
false
2020-04-27 23:16:55
2020-05-01 09:29:47
MEMBER
thomwolf
7,353,373
User
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https://github.com/huggingface/datasets/pull/21
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true
607,313,557
remove boto3 and promise dependencies
With the new download manager, we don't need `promise` anymore. I also removed `boto3` as in [this pr](https://github.com/huggingface/transformers/pull/3968)
closed
20
[]
false
2020-04-27 07:39:45
2020-04-27 16:04:17
MEMBER
lhoestq
42,851,186
User
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true
606,400,645
Replace tf.constant for TF
Replace simple tf.constant type of Tensor to tf.ragged.constant which allows to have examples of different size in a tf.data.Dataset. Now the training works with TF. Here the same example than for the PT in collab: ```python import tensorflow as tf import nlp from transformers import BertTokenizerFast, TFBertF...
closed
19
[ "Awesome!" ]
false
2020-04-24 15:32:06
2020-04-29 09:27:08
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/19
https://github.com/huggingface/datasets/pull/19
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true
606,109,196
Updating caching mechanism - Allow dependency in dataset processing scripts - Fix style and quality in the repo
This PR has a lot of content (might be hard to review, sorry, in particular because I fixed the style in the repo at the same time). # Style & quality: You can now install the style and quality tools with `pip install -e .[quality]`. This will install black, the compatible version of sort and flake8. You can then ...
closed
18
[ "LGTM" ]
false
2020-04-24 07:39:48
2020-04-29 15:27:28
MEMBER
thomwolf
7,353,373
User
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https://github.com/huggingface/datasets/pull/18
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true
605,753,027
Add Pandas as format type
As detailed in the title ^^
closed
17
[]
false
2020-04-23 18:20:14
2020-04-27 18:07:50
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/17
https://github.com/huggingface/datasets/pull/17
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true
605,661,462
create our own DownloadManager
I tried to create our own - and way simpler - download manager, by replacing all the complicated stuff with our own `cached_path` solution. With this implementation, I tried `dataset = nlp.load('squad')` and it seems to work fine. For the implementation, what I did exactly: - I copied the old download manager - I...
closed
16
[ "Looks great to me! ", "The new download manager is ready. I removed the old folder and I fixed a few remaining dependencies.\r\nI tested it on squad and a few others from the dataset folder and it works fine.\r\n\r\nThe only impact of these changes is that it breaks the `download_and_prepare` script that was use...
false
2020-04-23 16:08:07
2021-05-05 18:25:24
MEMBER
lhoestq
42,851,186
User
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https://api.github.com/repos/huggingface/datasets/issues/16
https://github.com/huggingface/datasets/pull/16
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true
604,906,708
[Tests] General Test Design for all dataset scripts
The general idea is similar to how testing is done in `transformers`. There is one general `test_dataset_common.py` file which has a `DatasetTesterMixin` class. This class implements all of the logic that can be used in a generic way for all dataset classes. The idea is to keep each individual dataset test file as mini...
closed
15
[ "> I think I'm fine with this.\r\n> \r\n> The alternative would be to host a small subset of the dataset on the S3 together with the testing script. But I think having all (test file creation + actual tests) in one file is actually quite convenient.\r\n> \r\n> Good for me!\r\n> \r\n> One question though, will we ha...
false
2020-04-22 16:46:01
2022-10-04 09:31:54
CONTRIBUTOR
patrickvonplaten
23,423,619
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/15
https://github.com/huggingface/datasets/pull/15
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true
604,761,315
[Download] Only create dir if not already exist
This was quite annoying to find out :D. Some datasets have save in the same directory. So we should only create a new directory if it doesn't already exist.
closed
14
[]
false
2020-04-22 13:32:51
2022-10-04 09:31:50
CONTRIBUTOR
patrickvonplaten
23,423,619
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/14
https://github.com/huggingface/datasets/pull/14
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true
604,547,951
[Make style]
Added Makefile and applied make style to all. make style runs the following code: ``` style: black --line-length 119 --target-version py35 src isort --recursive src ``` It's the same code that is run in `transformers`.
closed
13
[ "I think this can be quickly reproduced. \r\nI use `black, version 19.10b0`. \r\n\r\nWhen running: \r\n`black nlp/src/arrow_reader.py` \r\nit gives me: \r\n\r\n```\r\nerror: cannot format /home/patrick/hugging_face/nlp/src/nlp/arrow_reader.py: cannot use --safe with this file; failed to parse source file. AST erro...
false
2020-04-22 08:10:06
2024-11-20 13:42:58
CONTRIBUTOR
patrickvonplaten
23,423,619
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/13
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true
604,518,583
[Map Function] add assert statement if map function does not return dict or None
IMO, if a function is provided that is not a print statement (-> returns variable of type `None`) or a function that updates the datasets (-> returns variable of type `dict`), then a `TypeError` should be raised. Not sure whether you had cases in mind where the user should do something else @thomwolf , but I think ...
closed
12
[ "Also added to an assert statement that if a dict is returned by function, all values of `dicts` are `lists`", "Wait to merge until `make style` is set in place.", "Updated the assert statements. Played around with multiple cases and it should be good now IMO. " ]
false
2020-04-22 07:21:24
2022-10-04 09:31:53
CONTRIBUTOR
patrickvonplaten
23,423,619
User
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https://api.github.com/repos/huggingface/datasets/issues/12
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true
603,921,624
[Convert TFDS to HFDS] Extend script to also allow just converting a single file
Adds another argument to be able to convert only a single file
closed
11
[]
false
2020-04-21 11:25:33
2022-10-04 09:31:46
CONTRIBUTOR
patrickvonplaten
23,423,619
User
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true
603,909,327
Name json file "squad.json" instead of "squad.py.json"
closed
10
[]
false
2020-04-21 11:04:28
2022-10-04 09:31:44
CONTRIBUTOR
patrickvonplaten
23,423,619
User
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true
603,894,874
[Clean up] Datasets
Clean up `nlp/datasets` folder. As I understood, eventually the `nlp/datasets` shall not exist anymore at all. The folder `nlp/datasets/nlp` is kept for the moment, but won't be needed in the future, since it will live on S3 (actually it already does) at: `https://s3.console.aws.amazon.com/s3/buckets/datasets.h...
closed
9
[ "Yes!" ]
false
2020-04-21 10:39:56
2022-10-04 09:31:42
CONTRIBUTOR
patrickvonplaten
23,423,619
User
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https://api.github.com/repos/huggingface/datasets/issues/9
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true
601,783,243
Fix issue 6: error when the citation is missing in the DatasetInfo
closed
8
[]
false
2020-04-17 08:04:26
2020-04-29 09:27:11
CONTRIBUTOR
jplu
959,590
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true
601,780,534
Fix issue 5: allow empty datasets
closed
7
[]
false
2020-04-17 07:59:56
2020-04-29 09:27:13
CONTRIBUTOR
jplu
959,590
User
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https://api.github.com/repos/huggingface/datasets/issues/7
https://github.com/huggingface/datasets/pull/7
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true
600,330,836
Error when citation is not given in the DatasetInfo
The following error is raised when the `citation` parameter is missing when we instantiate a `DatasetInfo`: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/jplu/dev/jplu/datasets/src/nlp/info.py", line 338, in __repr__ citation_pprint = _indent('"""{}"""'.format(self....
closed
6
[ "Yes looks good to me.\r\nNote that we may refactor quite strongly the `info.py` to make it a lot simpler (it's very complicated for basically a dictionary of info I think)", "No, problem ^^ It might just be a temporary fix :)", "Fixed." ]
false
2020-04-15 14:14:54
2020-04-29 09:23:22
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/6
https://github.com/huggingface/datasets/issues/6
null
false
600,295,889
ValueError when a split is empty
When a split is empty either TEST, VALIDATION or TRAIN I get the following error: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/jplu/dev/jplu/datasets/src/nlp/load.py", line 295, in load ds = dbuilder.as_dataset(**as_dataset_kwargs) File "/home/jplu/dev/jplu/data...
closed
5
[ "To fix this I propose to modify only the file `arrow_reader.py` with few updates. First update, the following method:\r\n```python\r\ndef _make_file_instructions_from_absolutes(\r\n name,\r\n name2len,\r\n absolute_instructions,\r\n):\r\n \"\"\"Returns the files instructions from the absolu...
false
2020-04-15 13:25:13
2020-04-29 09:23:05
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5
https://github.com/huggingface/datasets/issues/5
null
false
600,185,417
[Feature] Keep the list of labels of a dataset as metadata
It would be useful to keep the list of the labels of a dataset as metadata. Either directly in the `DatasetInfo` or in the Arrow metadata.
closed
4
[ "Yes! I see mostly two options for this:\r\n- a `Feature` approach like currently (but we might deprecate features)\r\n- wrapping in a smart way the Dictionary arrays of Arrow: https://arrow.apache.org/docs/python/data.html?highlight=dictionary%20encode#dictionary-arrays", "I would have a preference for the secon...
false
2020-04-15 10:17:10
2020-07-08 16:59:46
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/4
https://github.com/huggingface/datasets/issues/4
null
false
600,180,050
[Feature] More dataset outputs
Add the following dataset outputs: - Spark - Pandas
closed
3
[ "Yes!\r\n- pandas will be a one-liner in `arrow_dataset`: https://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table.to_pandas\r\n- for Spark I have no idea. let's investigate that at some point", "For Spark it looks to be pretty straightforward as well https://spark.apache.org/docs/latest/sq...
false
2020-04-15 10:08:14
2020-05-04 06:12:27
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/3
https://github.com/huggingface/datasets/issues/3
null
false
599,767,671
Issue to read a local dataset
Hello, As proposed by @thomwolf, I open an issue to explain what I'm trying to do without success. What I want to do is to create and load a local dataset, the script I have done is the following: ```python import os import csv import nlp class BbcConfig(nlp.BuilderConfig): def __init__(self, **kwarg...
closed
2
[ "My first bug report ❤️\r\nLooking into this right now!", "Ok, there are some news, most good than bad :laughing: \r\n\r\nThe dataset script now became:\r\n```python\r\nimport csv\r\n\r\nimport nlp\r\n\r\n\r\nclass Bbc(nlp.GeneratorBasedBuilder):\r\n VERSION = nlp.Version(\"1.0.0\")\r\n\r\n def __init__(sel...
false
2020-04-14 18:18:51
2020-05-11 18:55:23
CONTRIBUTOR
jplu
959,590
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/2
https://github.com/huggingface/datasets/issues/2
null
false
599,457,467
changing nlp.bool to nlp.bool_
closed
1
[]
false
2020-04-14 10:18:02
2022-10-04 09:31:40
CONTRIBUTOR
mariamabarham
38,249,783
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/1
https://github.com/huggingface/datasets/pull/1
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true