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## Intro
Beam Datasets are using beam pipelines for preprocessing (basically lots of `.map` over objects called PCollections).
The advantage of apache beam is that you can choose which type of runner you want to use to preprocess your data. The main runners are:
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as @mariamabarham pointed out, creating a dummy folder structure can be quite hard to grasp.
This PR tries to change that to some extent.
It follows the following logic for the... | value:https://api.github.com/repos/huggingface/datasets/issues/51/comments | value:MDExOlB1bGxSZXF1ZXN0NDE0MDUyOTYw | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/51", "html_url": "https://github.com/huggingface/datasets/pull/51", "diff_url": "https://github.com/huggingface/datasets/pull/51.diff", "patch_url": "https://github.com/huggingface/datasets/pull/51.patch", "merged_at": "2020-05-06T13:20:17Z"} | value:2020-05-07T22:07:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/51/labels{/name} | value:51 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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@mariamabarham @thomwolf | value:https://api.github.com/repos/huggingface/datasets/issues/50/comments | value:MDExOlB1bGxSZXF1ZXN0NDEzNTAwMjE0 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/50", "html_url": "https://github.com/huggingface/datasets/pull/50", "diff_url": "https://github.com/huggingface/datasets/pull/50.diff", "patch_url": "https://github.com/huggingface/datasets/pull/50.patch", "merged_at": "2020-05-05T13:02:16Z"} | value:2020-05-05T13:02:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/50/labels{/name} | value:50 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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This is a follow-up PR of: https://github.com/huggingface/nlp/pull/41 | value:https://api.github.com/repos/huggingface/datasets/issues/45/comments | value:MDExOlB1bGxSZXF1ZXN0NDEzMzQzMjAy | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/45", "html_url": "https://github.com/huggingface/datasets/pull/45", "diff_url": "https://github.com/huggingface/datasets/pull/45.diff", "patch_url": "https://github.com/huggingface/datasets/pull/45.patch", "merged_at": null} | value:2022-10-04T09:32:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/45/labels{/name} | value:45 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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In this case the dummy data will be saved as:
- natural_questions
-> dummy
-> -> 1.0.0 (version num)
-> -> -> dummy_data.zip
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This simple change allows to pass ``force_reload=True`` as ``builder_kwargs`` in the ``load.py`` function. | value:https://api.github.com/repos/huggingface/datasets/issues/41/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyODQzNDQy | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/41", "html_url": "https://github.com/huggingface/datasets/pull/41", "diff_url": "https://github.com/huggingface/datasets/pull/41.diff", "patch_url": "https://github.com/huggingface/datasets/pull/41.patch", "merged_at": "2020-05-04T19:39:06Z"} | value:2020-05-04T19:39:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/41/labels{/name} | value:41 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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If the user uploads the dataset in several steps, then the remote checksums file was previously overwritten. Now it's going to be updated with the new checksums. | value:https://api.github.com/repos/huggingface/datasets/issues/40/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyODI4NzU2 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/40", "html_url": "https://github.com/huggingface/datasets/pull/40", "diff_url": "https://github.com/huggingface/datasets/pull/40.diff", "patch_url": "https://github.com/huggingface/datasets/pull/40.patch", "merged_at": "2020-05-04T11:51:49Z"} | value:2020-05-04T11:51:51Z | value:https://api.github.com/repos/huggingface/datasets/issues/40/labels{/name} | value:40 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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the same bug happens:
When running:
```
python nlp-cli nlp-cli test xnli --save_checksums
```
leads to:
```
File "nlp-cli", line 33, in <module>
service.run()
File "/home/patrick/python_bin/nlp/co... | value:https://api.github.com/repos/huggingface/datasets/issues/38/comments | value:MDU6SXNzdWU2MTE2Nzc2NTY= | value:closed | value:3 | value:2020-05-04T09:48:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/38/labels{/name} | value:38 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | true | |||||||
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This PR acts as a dashboard to see which datasets are added to the library and work.
Cicle-ci should always be green so that we can be sure that newly added datasets are functional.
This PR should not be merged.
## Progress
**For the following datasets the test commands**:
```
RU... | value:https://api.github.com/repos/huggingface/datasets/issues/37/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyNzg5MjQ4 | value:closed | value:8 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/37", "html_url": "https://github.com/huggingface/datasets/pull/37", "diff_url": "https://github.com/huggingface/datasets/pull/37.diff", "patch_url": "https://github.com/huggingface/datasets/pull/37.patch", "merged_at": null} | value:2022-10-04T09:32:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/37/labels{/name} | value:37 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:True | true | ||||||||
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# Import system
The import system has ben upgraded. There are now three types of imports allowed:
1. `library` imports (identified as "absolute imports")
```python
import seqeval
```
=> we'll test all the... | value:https://api.github.com/repos/huggingface/datasets/issues/36/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyNjgwOTk1 | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/36", "html_url": "https://github.com/huggingface/datasets/pull/36", "diff_url": "https://github.com/huggingface/datasets/pull/36.diff", "patch_url": "https://github.com/huggingface/datasets/pull/36.patch", "merged_at": "2020-05-11T08:16:00Z"} | value:2020-05-11T08:16:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/36/labels{/name} | value:36 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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```
_____________________________________________________________________________________ DatasetTest.test_load_real_dataset_xnli _____________________________________________________________________________________
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Before uploading a dataset, one should test that this test passes, manually by running
```
RUN_SLOW=1 pytest tests/test_dataset_common.py::DatasetTest::test_load_... | value:https://api.github.com/repos/huggingface/datasets/issues/34/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyNTg0OTM0 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/34", "html_url": "https://github.com/huggingface/datasets/pull/34", "diff_url": "https://github.com/huggingface/datasets/pull/34.diff", "patch_url": "https://github.com/huggingface/datasets/pull/34.patch", "merged_at": "2020-05-03T12:18:29Z"} | value:2020-05-03T12:18:30Z | value:https://api.github.com/repos/huggingface/datasets/issues/34/labels{/name} | value:34 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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The resulting code is a lot shorter, can be easily serialized/deserialized, dataset info are human-... | value:https://api.github.com/repos/huggingface/datasets/issues/33/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyMzU1ODE0 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/33", "html_url": "https://github.com/huggingface/datasets/pull/33", "diff_url": "https://github.com/huggingface/datasets/pull/33.diff", "patch_url": "https://github.com/huggingface/datasets/pull/33.patch", "merged_at": "2020-05-03T12:17:33Z"} | value:2020-05-03T12:17:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/33/labels{/name} | value:33 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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To reuse a result, `.map()` serializes the functions with `dill.dumps` and then it hashes it.
The problem is that when using `dill.dumps` to serialize a function, it also saves its origin (filename + line no.) and the origin of all the `globa... | value:https://api.github.com/repos/huggingface/datasets/issues/32/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyMTAzMzIx | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/32", "html_url": "https://github.com/huggingface/datasets/pull/32", "diff_url": "https://github.com/huggingface/datasets/pull/32.diff", "patch_url": "https://github.com/huggingface/datasets/pull/32.patch", "merged_at": "2020-05-03T12:15:57Z"} | value:2020-05-03T12:15:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/32/labels{/name} | value:32 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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Same number of tests now pass / fail as on my local computer:
![Screenshot from 2020-05-01 12-14-44](https://user-images.githubusercontent.com/23423619/80798814-8a0a0a80-8ba5-11ea-8db8-599d33bbfccd... | value:https://api.github.com/repos/huggingface/datasets/issues/31/comments | value:MDExOlB1bGxSZXF1ZXN0NDEyMDczNDE4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/31", "html_url": "https://github.com/huggingface/datasets/pull/31", "diff_url": "https://github.com/huggingface/datasets/pull/31.diff", "patch_url": "https://github.com/huggingface/datasets/pull/31.patch", "merged_at": "2020-05-01T22:06:15Z"} | value:2020-05-01T22:06:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/31/labels{/name} | value:31 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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- copy the needed files in a folder`metric_name`
- delete all other files that are not needed
For metrics that require an ex... | value:https://api.github.com/repos/huggingface/datasets/issues/30/comments | value:MDExOlB1bGxSZXF1ZXN0NDExOTY4Mzk3 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/30", "html_url": "https://github.com/huggingface/datasets/pull/30", "diff_url": "https://github.com/huggingface/datasets/pull/30.diff", "patch_url": "https://github.com/huggingface/datasets/pull/30.patch", "merged_at": null} | value:2022-10-04T09:31:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/30/labels{/name} | value:30 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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```python
from nlp import hf_api
api = hf_api.HfApi()
api.dataset_list()
```
works :-) | value:https://api.github.com/repos/huggingface/datasets/issues/29/comments | value:MDExOlB1bGxSZXF1ZXN0NDExNzIwODMx | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/29", "html_url": "https://github.com/huggingface/datasets/pull/29", "diff_url": "https://github.com/huggingface/datasets/pull/29.diff", "patch_url": "https://github.com/huggingface/datasets/pull/29.patch", "merged_at": "2020-04-30T19:51:44Z"} | value:2020-04-30T19:51:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/29/labels{/name} | value:29 | json:{"login": "julien-c", "id": 326577, "node_id": "MDQ6VXNlcjMyNjU3Nw==", "avatar_url": "https://avatars.githubusercontent.com/u/326577?v=4", "gravatar_id": "", "url": "https://api.github.com/users/julien-c", "html_url": "https://github.com/julien-c", "followers_url": "https://api.github.com/users/julien-c/followers"... | value:False | true | |||||||||
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https://app.circleci.com/projects/project-dashboard/github/huggingface
I think for `nlp` only admins can set it up, which I guess is you :-) | value:https://api.github.com/repos/huggingface/datasets/issues/28/comments | value:MDExOlB1bGxSZXF1ZXN0NDExNzE5MTQy | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/28", "html_url": "https://github.com/huggingface/datasets/pull/28", "diff_url": "https://github.com/huggingface/datasets/pull/28.diff", "patch_url": "https://github.com/huggingface/datasets/pull/28.patch", "merged_at": "2020-04-30T19:51:08Z"} | value:2020-04-30T19:51:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/28/labels{/name} | value:28 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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Abseil has more support and a cleaner API for parametrized testing I think.
I added a list of all dataset scripts that are cu... | value:https://api.github.com/repos/huggingface/datasets/issues/26/comments | value:MDExOlB1bGxSZXF1ZXN0NDExNzA2NjA2 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/26", "html_url": "https://github.com/huggingface/datasets/pull/26", "diff_url": "https://github.com/huggingface/datasets/pull/26.diff", "patch_url": "https://github.com/huggingface/datasets/pull/26.patch", "merged_at": "2020-04-30T20:12:03Z"} | value:2020-04-30T20:12:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/26/labels{/name} | value:26 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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```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""]
},
... | value:https://api.github.com/repos/huggingface/datasets/issues/25/comments | value:MDExOlB1bGxSZXF1ZXN0NDExMjQ4Nzg2 | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/25", "html_url": "https://github.com/huggingface/datasets/pull/25", "diff_url": "https://github.com/huggingface/datasets/pull/25.diff", "patch_url": "https://github.com/huggingface/datasets/pull/25.patch", "merged_at": "2020-05-07T21:14:49Z"} | value:2022-10-04T09:32:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/25/labels{/name} | value:25 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | value:False | true | |||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/24/comments | value:MDExOlB1bGxSZXF1ZXN0NDEwNzE5MTU0 | value:closed | value:5 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/24", "html_url": "https://github.com/huggingface/datasets/pull/24", "diff_url": "https://github.com/huggingface/datasets/pull/24.diff", "patch_url": "https://github.com/huggingface/datasets/pull/24.patch", "merged_at": "2020-04-30T19:52:49Z"} | value:2020-04-30T19:52:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/24/labels{/name} | value:24 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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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.']]
sy... | value:https://api.github.com/repos/huggingface/datasets/issues/23/comments | value:MDExOlB1bGxSZXF1ZXN0NDEwMjczOTU2 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/23", "html_url": "https://github.com/huggingface/datasets/pull/23", "diff_url": "https://github.com/huggingface/datasets/pull/23.diff", "patch_url": "https://github.com/huggingface/datasets/pull/23.patch", "merged_at": null} | value:2022-10-04T09:31:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/23/labels{/name} | value:23 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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` 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... | value:https://api.github.com/repos/huggingface/datasets/issues/22/comments | value:MDExOlB1bGxSZXF1ZXN0NDEwMTAyMjU3 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/22", "html_url": "https://github.com/huggingface/datasets/pull/22", "diff_url": "https://github.com/huggingface/datasets/pull/22.diff", "patch_url": "https://github.com/huggingface/datasets/pull/22.patch", "merged_at": null} | value:2020-04-28T17:48:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/22/labels{/name} | value:22 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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# 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 dir... | value:https://api.github.com/repos/huggingface/datasets/issues/21/comments | value:MDExOlB1bGxSZXF1ZXN0NDA5Nzk2MTM4 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/21", "html_url": "https://github.com/huggingface/datasets/pull/21", "diff_url": "https://github.com/huggingface/datasets/pull/21.diff", "patch_url": "https://github.com/huggingface/datasets/pull/21.patch", "merged_at": "2020-05-01T09:29:46Z"} | value:2020-05-01T09:29:47Z | value:https://api.github.com/repos/huggingface/datasets/issues/21/labels{/name} | value:21 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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I also removed `boto3` as in [this pr](https://github.com/huggingface/transformers/pull/3968) | value:https://api.github.com/repos/huggingface/datasets/issues/20/comments | value:MDExOlB1bGxSZXF1ZXN0NDA5MzEyMDI1 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/20", "html_url": "https://github.com/huggingface/datasets/pull/20", "diff_url": "https://github.com/huggingface/datasets/pull/20.diff", "patch_url": "https://github.com/huggingface/datasets/pull/20.patch", "merged_at": "2020-04-27T14:15:45Z"} | value:2020-04-27T16:04:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/20/labels{/name} | value:20 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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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, T... | value:https://api.github.com/repos/huggingface/datasets/issues/19/comments | value:MDExOlB1bGxSZXF1ZXN0NDA4NjIwMjUw | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/19", "html_url": "https://github.com/huggingface/datasets/pull/19", "diff_url": "https://github.com/huggingface/datasets/pull/19.diff", "patch_url": "https://github.com/huggingface/datasets/pull/19.patch", "merged_at": "2020-04-25T21:18:45Z"} | value:2020-04-29T09:27:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/19/labels{/name} | value:19 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | value:False | true | |||||||||
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# 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... | value:https://api.github.com/repos/huggingface/datasets/issues/18/comments | value:MDExOlB1bGxSZXF1ZXN0NDA4Mzg0MTc3 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/18", "html_url": "https://github.com/huggingface/datasets/pull/18", "diff_url": "https://github.com/huggingface/datasets/pull/18.diff", "patch_url": "https://github.com/huggingface/datasets/pull/18.patch", "merged_at": "2020-04-28T16:06:28Z"} | value:2020-04-29T15:27:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/18/labels{/name} | value:18 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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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 manage... | value:https://api.github.com/repos/huggingface/datasets/issues/16/comments | value:MDExOlB1bGxSZXF1ZXN0NDA4MDIyMTUz | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/16", "html_url": "https://github.com/huggingface/datasets/pull/16", "diff_url": "https://github.com/huggingface/datasets/pull/16.diff", "patch_url": "https://github.com/huggingface/datasets/pull/16.patch", "merged_at": "2020-04-25T21:25:10Z"} | value:2021-05-05T18:25:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/16/labels{/name} | value:16 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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Some datasets have save in the same directory. So we should only create a new directory if it doesn't already exist. | value:https://api.github.com/repos/huggingface/datasets/issues/14/comments | value:MDExOlB1bGxSZXF1ZXN0NDA3MjkzNjU5 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/14", "html_url": "https://github.com/huggingface/datasets/pull/14", "diff_url": "https://github.com/huggingface/datasets/pull/14.diff", "patch_url": "https://github.com/huggingface/datasets/pull/14.patch", "merged_at": "2020-04-23T08:27:33Z"} | value:2022-10-04T09:31:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/14/labels{/name} | value:14 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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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`. | value:https://api.github.com/repos/huggingface/datasets/issues/13/comments | value:MDExOlB1bGxSZXF1ZXN0NDA3MTIxMjkw | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/13", "html_url": "https://github.com/huggingface/datasets/pull/13", "diff_url": "https://github.com/huggingface/datasets/pull/13.diff", "patch_url": "https://github.com/huggingface/datasets/pull/13.patch", "merged_at": "2020-04-23T13:02:22Z"} | value:2024-11-20T13:42:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/13/labels{/name} | value:13 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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Not sure whether you had cases in mind where the user should do something else @thomwolf , but I ... | value:https://api.github.com/repos/huggingface/datasets/issues/12/comments | value:MDExOlB1bGxSZXF1ZXN0NDA3MDk3MzA4 | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/12", "html_url": "https://github.com/huggingface/datasets/pull/12", "diff_url": "https://github.com/huggingface/datasets/pull/12.diff", "patch_url": "https://github.com/huggingface/datasets/pull/12.patch", "merged_at": "2020-04-24T06:29:03Z"} | value:2022-10-04T09:31:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/12/labels{/name} | value:12 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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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/data... | value:https://api.github.com/repos/huggingface/datasets/issues/9/comments | value:MDExOlB1bGxSZXF1ZXN0NDA2NTkwMDQw | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/9", "html_url": "https://github.com/huggingface/datasets/pull/9", "diff_url": "https://github.com/huggingface/datasets/pull/9.diff", "patch_url": "https://github.com/huggingface/datasets/pull/9.patch", "merged_at": "2020-04-21T20:49:58Z"} | value:2022-10-04T09:31:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/9/labels{/name} | value:9 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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```
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... | value:https://api.github.com/repos/huggingface/datasets/issues/6/comments | value:MDU6SXNzdWU2MDAzMzA4MzY= | value:closed | value:3 | value:2020-04-29T09:23:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/6/labels{/name} | value:6 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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```
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/jpl... | value:https://api.github.com/repos/huggingface/datasets/issues/5/comments | value:MDU6SXNzdWU2MDAyOTU4ODk= | value:closed | value:3 | value:2020-04-29T09:23:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/5/labels{/name} | value:5 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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- Spark
- Pandas | value:https://api.github.com/repos/huggingface/datasets/issues/3/comments | value:MDU6SXNzdWU2MDAxODAwNTA= | value:closed | value:3 | value:2020-05-04T06:12:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/3/labels{/name} | value:3 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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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, *... | value:https://api.github.com/repos/huggingface/datasets/issues/2/comments | value:MDU6SXNzdWU1OTk3Njc2NzE= | value:closed | value:5 | value:2020-05-11T18:55:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/2/labels{/name} | value:2 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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