---
license: mit
task_categories:
- text-to-image
- image-classification
pretty_name: sanitized-danbooru2023-sqlite
size_categories:
- 100M<n<1B
---
# SQLITE-DB for Danbooru 2023 (until 7110548)
This is an cleaned-up version (almost totally recreated) of https://huggingface.co/datasets/KBlueLeaf/danbooru2023-sqlite

The previous sqlite database had major defects, especially with tag ids being mismatched, which was causing data to be actually different from server.

Note that minor information, such as uploader id, are not fixed.

Most of the discrepancy has been detected from id 5139963-6859952.



The additional scripts and example files that can be used for modify/ adding post are provided for maintenance.



# view-dataset.py offers you to get the information of post:

The example post which contained wrong information can be viewed like this:
post : https://danbooru.donmai.us/posts/6719955
```
Post 6719955
tag_list_general: 1girl(0), long_hair(24), ribbon(36), simple_background(42), smile(43), solo(44), ahoge(71), open_mouth(90), blonde_hair(116), :d(147), red_eyes(193), blush_stickers(274), upper_body(285), neck_ribbon(376), red_ribbon(380), chibi(437), transparent_background(513), cardigan(2754), looking_afar(3998), white_cardigan(52258), sad_keanu_(meme)(136930)
tag_list_copyright: tokino_sora_(old_design)(364562), juufuutei_raden(649634)
tag_list_character: regloss_(hololive)(650035)
tag_list_meta: (175)
tag_list_artist: xt0y4x(525184)
```

However, the actual data will show you the difference:
```
{"id": 6719955, "difference": [{"tag_list_general": ["virtual_youtuber"], "tag_list_character": ["otonose_kanade"], "tag_list_artist": ["jb_jagbung"], "tag_list_copyright": ["hololive", "hololive_dev_is"]}, {"tag_list_general": ["sad_keanu_(meme)"], "tag_list_character": ["regloss_(hololive)"], "tag_list_artist": ["xt0y4x"], "tag_list_copyright": ["tokino_sora_(old_design)", "juufuutei_raden"]}]}
```

The actual tags ids are followed:
```
virtual_youtuber(136931)
otonose_kanade(650036)
jb_jagbung(525185)
hololive(364563)
hololive_dev_is(649635)
```

There were tags added / removed from post, but other than that, there is actual shift on tags - which is not consistent over database.

```
tag_list_character: regloss_(hololive)(650035) <-> otonose_kanade(650036)
tag_list_artist: xt0y4x(525184) <-> jb_jagbung(525185)
tag_list_copyright: tokino_sora_(old_design)(364562), juufuutei_raden(649634) <-> hololive(364563), hololive_dev_is(649635)
```

The tag virtual_youtuber is the good difference that we can add to database too.

# crawling code is not included.

# commit_difference.py offers you to change the database's information based on **difference jsonl** files.

You can prepare bunch of jsonl files, which contains the line of json which contains id-difference.
The data **must** contain string form of data, not tag id. **The actual danbooru tag id won't match with the database, it is intended to skip bunch of tags which does not have actual post usages.**

# fix-tags.py just contains the code which will reflect the actual tag usage count, to tag popularity.

# add_post.py includes code to add more recent post data directly into dataset.
It contains simple skip schema, if post already exists and it has non-empty tag list, it won't add the post.