Yassine
commited on
Commit
·
2b625b3
1
Parent(s):
583e9a0
dataset builder?
Browse files- commavq.py +36 -0
commavq.py
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import datasets
|
2 |
+
from zipfile import ZipFile
|
3 |
+
import numpy as np
|
4 |
+
|
5 |
+
SHARD_SIZE = 2500
|
6 |
+
NUM_SHARDS = 40
|
7 |
+
_URLS = [
|
8 |
+
f'https://huggingface.co/datasets/commaai/commavq/blob/main/data_{i*SHARD_SIZE}_to_{(i+1)*SHARD_SIZE}.zip' for i in range(NUM_SHARDS)
|
9 |
+
]
|
10 |
+
|
11 |
+
_DESCRIPTION = """\
|
12 |
+
TODO
|
13 |
+
"""
|
14 |
+
|
15 |
+
class CommaVQ(datasets.GeneratorBasedBuilder):
|
16 |
+
def _info(self):
|
17 |
+
|
18 |
+
return datasets.DatasetInfo(
|
19 |
+
# This is the description that will appear on the datasets page.
|
20 |
+
description=_DESCRIPTION,
|
21 |
+
)
|
22 |
+
|
23 |
+
def _split_generators(self, dl_manager):
|
24 |
+
"""Returns SplitGenerators."""
|
25 |
+
downloaded_files = dl_manager.download_and_extract(_URLS)
|
26 |
+
|
27 |
+
return [
|
28 |
+
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": x}) for x in downloaded_files
|
29 |
+
]
|
30 |
+
|
31 |
+
def _generate_examples(self, filepaths):
|
32 |
+
"""Yields examples."""
|
33 |
+
for filepath in filepaths:
|
34 |
+
input_zip = ZipFile(filepath)
|
35 |
+
for name in input_zip.namelist():
|
36 |
+
yield name, {'tokens': input_zip.read(name)}
|