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Merge pull request #17 from deepghs/dev/safebooru
dev(narugo): add support for safebooru
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""" | ||
This module provides data pool classes for accessing Safebooru image data. | ||
It contains two classes: | ||
1. SafebooruDataPool: For accessing the full Safebooru dataset. | ||
2. SafebooruWebpDataPool: For accessing the WebP-formatted Safebooru dataset with 4M pixel images. | ||
Both classes inherit from IncrementIDDataPool and provide easy access to the respective datasets | ||
stored in Hugging Face repositories. These classes simplify the process of retrieving and working | ||
with Safebooru image data, allowing users to easily integrate this data into their projects or | ||
research. | ||
.. note:: | ||
The datasets `deepghs/safebooru_full <https://huggingface.co/datasets/deepghs/safebooru_full>`_ and | ||
`deepghs/safebooru-webp-4Mpixel <https://huggingface.co/datasets/deepghs/safebooru-webp-4Mpixel>`_ | ||
is gated, you have to get the access of it before using this module. | ||
""" | ||
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from typing import Optional | ||
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from .base import IncrementIDDataPool | ||
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_GELBOORU_REPO = 'deepghs/safebooru_full' | ||
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class SafebooruDataPool(IncrementIDDataPool): | ||
""" | ||
A data pool class for accessing the full Safebooru dataset. | ||
This class inherits from IncrementIDDataPool and is configured to access | ||
the full Safebooru dataset stored in the 'deepghs/safebooru_full' repository. | ||
It provides methods to retrieve image data based on image IDs. | ||
:param revision: The revision of the dataset to use, defaults to 'main'. | ||
:type revision: str | ||
Note: | ||
This class uses a base level of 4 for file organization, which means | ||
the images are stored in a directory structure with 4 levels of subdirectories. | ||
""" | ||
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def __init__(self, revision: str = 'main'): | ||
""" | ||
Initialize the SafebooruDataPool. | ||
:param revision: The revision of the dataset to use, defaults to 'main'. | ||
:type revision: str | ||
""" | ||
IncrementIDDataPool.__init__( | ||
self, | ||
data_repo_id=_GELBOORU_REPO, | ||
data_revision=revision, | ||
idx_repo_id=_GELBOORU_REPO, | ||
idx_revision=revision, | ||
base_level=[3, 4], | ||
) | ||
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_GELBOORU_WEBP_REPO = 'deepghs/safebooru-webp-4Mpixel' | ||
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class SafebooruWebpDataPool(IncrementIDDataPool): | ||
""" | ||
A data pool class for accessing the WebP-formatted Safebooru dataset with 4M pixel images. | ||
This class inherits from IncrementIDDataPool and is configured to access | ||
the WebP-formatted Safebooru dataset stored in the 'deepghs/safebooru-webp-4Mpixel' repository. | ||
It provides methods to retrieve WebP-formatted image data based on image IDs. | ||
:param revision: The revision of the dataset to use, defaults to 'main'. | ||
:type revision: str | ||
:param hf_token: Hugging Face authentication token, defaults to None. | ||
:type hf_token: Optional[str] | ||
Note: | ||
This class uses a base level of 3 for file organization, which means | ||
the images are stored in a directory structure with 3 levels of subdirectories. | ||
Authentication may be required to access this dataset. | ||
""" | ||
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def __init__(self, revision: str = 'main', hf_token: Optional[str] = None): | ||
""" | ||
Initialize the SafebooruWebpDataPool. | ||
:param revision: The revision of the dataset to use, defaults to 'main'. | ||
:type revision: str | ||
:param hf_token: Hugging Face authentication token, defaults to None. | ||
:type hf_token: Optional[str] | ||
""" | ||
IncrementIDDataPool.__init__( | ||
self, | ||
data_repo_id=_GELBOORU_WEBP_REPO, | ||
data_revision=revision, | ||
idx_repo_id=_GELBOORU_WEBP_REPO, | ||
idx_revision=revision, | ||
base_level=3, | ||
hf_token=hf_token, | ||
) |
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@@ -23,6 +23,7 @@ cheesechaser.datapool | |
nozomi | ||
realbooru | ||
rule34 | ||
safebooru | ||
table | ||
threedbooru | ||
yande | ||
|
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cheesechaser.datapool.safebooru | ||
======================================================== | ||
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.. currentmodule:: cheesechaser.datapool.safebooru | ||
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.. automodule:: cheesechaser.datapool.safebooru | ||
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SafebooruDataPool | ||
----------------------------------------------------- | ||
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.. autoclass:: SafebooruDataPool | ||
:members: __doc__,__init__,__module__ | ||
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SafebooruWebpDataPool | ||
----------------------------------------------------- | ||
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.. autoclass:: SafebooruWebpDataPool | ||
:members: __doc__,__init__,__module__ | ||
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import pytest | ||
from hbutils.testing import isolated_directory | ||
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from cheesechaser.datapool import SafebooruWebpDataPool, SafebooruDataPool | ||
from ..testings import get_testfile, dir_compare | ||
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@pytest.mark.unittest | ||
class TestDatapoolSafebooru: | ||
def test_safebooru_origin(self): | ||
with isolated_directory(): | ||
pool = SafebooruDataPool() | ||
# 4000084 not exist | ||
pool.batch_download_to_directory( | ||
resource_ids=[4000000, 4000001, 4000002, 4000003, 4000084], | ||
dst_dir='.', | ||
) | ||
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dir_compare('.', get_testfile('safebooru_5')) | ||
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def test_safebooru_webp(self): | ||
with isolated_directory(): | ||
pool = SafebooruWebpDataPool() | ||
# 4000084 not exist | ||
pool.batch_download_to_directory( | ||
resource_ids=[4000000, 4000001, 4000002, 4000003, 4000084], | ||
dst_dir='.', | ||
) | ||
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dir_compare('.', get_testfile('safebooru_webp_5')) |
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