from peewee import * import tarfile import jsonlines import json import sqlite3 import os GELBOORU_KEYS_TO_DANBOORU = { "creator_id": "uploader_id", "width": "image_width", "has_children": "has_active_children", "file_url": "large_file_url", "preview_url": "file_url", "sample_url": "preview_file_url", "width": "image_width", "height": "image_height", } DANBOORU_KEYS_TO_GELBOORU = {value: key for key, value in GELBOORU_KEYS_TO_DANBOORU.items()} def load_db(db_file: str): """ Return a dictionary with the database objects. This allows multiple databases to be loaded in one program. """ tag_cache_map = {} class BaseModel(Model): class Meta: database = SqliteDatabase(db_file) class EnumField(IntegerField): def __init__(self, enum_list, *args, **kwargs): super().__init__(*args, **kwargs) self.enum_list = enum_list self.enum_map = {value: index for index, value in enumerate(enum_list)} def db_value(self, value): if isinstance(value, str): return self.enum_map[value] assert isinstance(value, int) return value def python_value(self, value): if value is not None: return self.enum_list[value] # 'id', 'created_at', 'score', 'width', 'height', 'md5', 'directory', 'image', 'rating', 'source', 'change', 'owner', 'creator_id', 'parent_id', 'sample', 'preview_height', 'preview_width', 'tags', 'title', 'has_notes', 'has_comments', 'file_url', 'preview_url', 'sample_url', 'sample_height', 'sample_width', 'status', 'post_locked', 'has_children' class Post(BaseModel): # "id", "created_at", "uploader_id", "source", "md5", "parent_id", "has_children", "is_deleted", "is_banned", "pixiv_id", "has_active_children", "bit_flags", "has_large", "has_visible_children", "image_width", "image_height", "file_size", "file_ext", "rating", "score", "up_score", "down_score", "fav_count", "file_url", "large_file_url", "preview_file_url" id = IntegerField(primary_key=True) created_at = CharField() uploader_id = IntegerField() # creator_id in gelbooru source = CharField() md5 = CharField(null=True) parent_id = IntegerField(null=True) has_children = BooleanField() is_deleted = BooleanField(default=False, null=True) is_banned = BooleanField(default=False, null=True) pixiv_id = IntegerField(null=True) has_active_children = BooleanField(default=False, null=True) # has_children in gelbooru bit_flags = IntegerField(default=0, null=True) has_large = BooleanField(default=False, null=True) has_visible_children = BooleanField(default=False, null=True) image_width = IntegerField() # width in gelbooru image_height = IntegerField() # height in gelbooru file_size = IntegerField(default=0, null=True) file_ext = CharField(default="jpg", null=True) rating = EnumField(["general", "sensitive", "questionable", "explicit"]) score = IntegerField() up_score = IntegerField(default=0, null=True) down_score = IntegerField(default=0, null=True) fav_count = IntegerField(default=0, null=True) file_url = CharField(null=True) # preview_url in gelbooru large_file_url = CharField(null=True) # sample_url in gelbooru preview_file_url = CharField(null=True) # file_url in gelbooru _tags: ManyToManyField = None # set by tags.bind _tags_cache = None @property def tag_count(self): return len(self.tag_list) if self.tag_list else 0 @property def tag_count_general(self): return len(self.tag_list_general) if self.tag_list else 0 @property def tag_count_artist(self): return len(self.tag_list_artist) if self.tag_list else 0 @property def tag_count_character(self): return len(self.tag_list_character) if self.tag_list else 0 @property def tag_count_copyright(self): return len(self.tag_list_copyright) if self.tag_list else 0 @property def tag_count_meta(self): return len(self.tag_list_meta) if self.tag_list else 0 @property def tag_list(self): if self._tags_cache is None: self._tags_cache = list(self._tags) return self._tags_cache @property def tag_list_general(self): return [tag for tag in self.tag_list if tag.type == "general"] @property def tag_list_artist(self): return [tag for tag in self.tag_list if tag.type == "artist"] @property def tag_list_character(self): return [tag for tag in self.tag_list if tag.type == "character"] @property def tag_list_copyright(self): return [tag for tag in self.tag_list if tag.type == "copyright"] @property def tag_list_meta(self): return [tag for tag in self.tag_list if tag.type == "meta"] @property def tag_list_unknown(self): return [tag for tag in self.tag_list if tag.type == "unknown"] class Tag(BaseModel):# table name is tags class Meta: db_table = "tags" id = IntegerField(primary_key=True) name = CharField(unique=True) type = EnumField(["general", "artist", "character", "copyright", "meta", "unknown"]) # unknown is for gelbooru unbased tags, should be fixed in future popularity = IntegerField() _posts: ManyToManyField = None _posts_cache = None @property def posts(self): if self._posts_cache is None: self._posts_cache = list(self._posts) return self._posts_cache def __str__(self): return f"" def __repr__(self): return f"" def get_tag_by_id(tag_id): if tag_id not in tag_cache_map: tag_cache_map[tag_id] = Tag.get_by_id(tag_id) return tag_cache_map[tag_id] class PostTagRelation(BaseModel): post = ForeignKeyField(Post, backref="post_tags") tag = ForeignKeyField(Tag, backref="tag_posts") class LocalPost(BaseModel): id = IntegerField(primary_key=True) filepath = CharField(null=True) latentpath = CharField(null=True) post = ForeignKeyField(Post, backref="localpost") def __str__(self): return f"" def __repr__(self): return f"" tags = ManyToManyField(Tag, backref="_posts", through_model=PostTagRelation) tags.bind(Post, "_tags", set_attribute=True) file_exists = os.path.exists(db_file) db = SqliteDatabase(db_file) Post._meta.database = db Tag._meta.database = db PostTagRelation._meta.database = db LocalPost._meta.database = db db.connect() print("Database connected.") # print all tables print(db.get_tables()) if not file_exists: db.create_tables([Post, Tag, PostTagRelation]) db.create_tables([LocalPost]) db.commit() print("Database initialized.") assert db is not None, "Database is not loaded" return { "Post": Post, "Tag": Tag, "PostTagRelation": PostTagRelation, "LocalPost": LocalPost, "tags": tags, "get_tag_by_id": get_tag_by_id, "db": db, } if __name__ == "__main__": test_tarfile = r'G:\gelboorupost\0M.tar.gz' # get first jsonl file from tarfile with tarfile.open(test_tarfile, 'r:gz') as tar: while True: member = tar.next() if member is None: break if member.isfile(): if member.name.endswith('.jsonl'): f = tar.extractfile(member) json_data = jsonlines.Reader(f) for line in json_data: # get keys print(line.keys()) print(line.values()) break break else: print('not a file')