mirror of
https://github.com/PaiGramTeam/PamGram.git
synced 2024-11-16 12:02:16 +00:00
628 lines
26 KiB
Python
628 lines
26 KiB
Python
import asyncio
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import contextlib
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import datetime
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import json
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from concurrent.futures import ThreadPoolExecutor
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from pathlib import Path
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from typing import Dict, List, Optional, Tuple, TYPE_CHECKING
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import aiofiles
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from simnet import StarRailClient, Region
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from simnet.errors import AuthkeyTimeout, InvalidAuthkey
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from simnet.models.starrail.wish import StarRailBannerType
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from simnet.utils.player import recognize_starrail_server
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from metadata.pool.pool import get_pool_by_id
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from modules.gacha_log.const import GACHA_TYPE_LIST
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from modules.gacha_log.error import (
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GachaLogAccountNotFound,
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GachaLogAuthkeyTimeout,
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GachaLogException,
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GachaLogFileError,
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GachaLogInvalidAuthkey,
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GachaLogMixedProvider,
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GachaLogNotFound,
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)
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from modules.gacha_log.models import (
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FiveStarItem,
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FourStarItem,
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GachaItem,
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GachaLogInfo,
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ImportType,
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Pool,
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SRGFInfo,
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SRGFItem,
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SRGFModel,
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)
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from utils.const import PROJECT_ROOT
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if TYPE_CHECKING:
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from core.dependence.assets import AssetsService
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GACHA_LOG_PATH = PROJECT_ROOT.joinpath("data", "apihelper", "warp_log")
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GACHA_LOG_PATH.mkdir(parents=True, exist_ok=True)
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class GachaLog:
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def __init__(self, gacha_log_path: Path = GACHA_LOG_PATH):
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self.gacha_log_path = gacha_log_path
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@staticmethod
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async def load_json(path):
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async with aiofiles.open(path, "r", encoding="utf-8") as f:
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return json.loads(await f.read())
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@staticmethod
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async def save_json(path, data):
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async with aiofiles.open(path, "w", encoding="utf-8") as f:
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if isinstance(data, dict):
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return await f.write(json.dumps(data, ensure_ascii=False, indent=4))
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await f.write(data)
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async def load_history_info(
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self, user_id: str, uid: str, only_status: bool = False
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) -> Tuple[Optional[GachaLogInfo], bool]:
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"""读取历史跃迁记录数据
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:param user_id: 用户id
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:param uid: 原神uid
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:param only_status: 是否只读取状态
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:return: 跃迁记录数据
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"""
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file_path = self.gacha_log_path / f"{user_id}-{uid}.json"
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if only_status:
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return None, file_path.exists()
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if not file_path.exists():
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return GachaLogInfo(user_id=user_id, uid=uid, update_time=datetime.datetime.now()), False
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try:
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return GachaLogInfo.parse_obj(await self.load_json(file_path)), True
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except json.decoder.JSONDecodeError:
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return GachaLogInfo(user_id=user_id, uid=uid, update_time=datetime.datetime.now()), False
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async def remove_history_info(self, user_id: str, uid: str) -> bool:
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"""删除历史跃迁记录数据
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:param user_id: 用户id
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:param uid: 原神uid
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:return: 是否删除成功
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"""
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file_path = self.gacha_log_path / f"{user_id}-{uid}.json"
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file_bak_path = self.gacha_log_path / f"{user_id}-{uid}.json.bak"
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file_export_path = self.gacha_log_path / f"{user_id}-{uid}-uigf.json"
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with contextlib.suppress(Exception):
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file_bak_path.unlink(missing_ok=True)
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with contextlib.suppress(Exception):
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file_export_path.unlink(missing_ok=True)
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if file_path.exists():
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try:
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file_path.unlink()
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except PermissionError:
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return False
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return True
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return False
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async def save_gacha_log_info(self, user_id: str, uid: str, info: GachaLogInfo):
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"""保存跃迁记录数据
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:param user_id: 用户id
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:param uid: 玩家uid
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:param info: 跃迁记录数据
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"""
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save_path = self.gacha_log_path / f"{user_id}-{uid}.json"
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save_path_bak = self.gacha_log_path / f"{user_id}-{uid}.json.bak"
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# 将旧数据备份一次
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with contextlib.suppress(PermissionError):
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if save_path.exists():
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if save_path_bak.exists():
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save_path_bak.unlink()
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save_path.rename(save_path.parent / f"{save_path.name}.bak")
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# 写入数据
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await self.save_json(save_path, info.json())
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async def gacha_log_to_srgf(self, user_id: str, uid: str) -> Optional[Path]:
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"""跃迁日记转换为 SRGF 格式
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:param user_id: 用户ID
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:param uid: 游戏UID
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:return: 转换是否成功、转换信息、SRGF 文件目录
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"""
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data, state = await self.load_history_info(user_id, uid)
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if not state:
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raise GachaLogNotFound
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save_path = self.gacha_log_path / f"{user_id}-{uid}-srgf.json"
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info = SRGFModel(info=SRGFInfo(uid=uid, export_app=ImportType.PaiGram.value, export_app_version="v3"), list=[])
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for items in data.item_list.values():
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for item in items:
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info.list.append(
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SRGFItem(
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id=item.id,
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name=item.name,
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gacha_id=item.gacha_id,
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gacha_type=item.gacha_type,
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item_id=item.item_id,
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item_type=item.item_type,
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rank_type=item.rank_type,
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time=item.time.strftime("%Y-%m-%d %H:%M:%S"),
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)
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)
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await self.save_json(save_path, json.loads(info.json()))
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return save_path
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@staticmethod
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async def verify_data(data: List[GachaItem]) -> bool:
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try:
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total = len(data)
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five_star = len([i for i in data if i.rank_type == "5"])
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four_star = len([i for i in data if i.rank_type == "4"])
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if total > 50:
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if total <= five_star * 15:
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raise GachaLogFileError("检测到您将要导入的跃迁记录中五星数量过多，可能是由于文件错误导致的，请检查后重新导入。")
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if four_star < five_star:
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raise GachaLogFileError("检测到您将要导入的跃迁记录中五星数量过多，可能是由于文件错误导致的，请检查后重新导入。")
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return True
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except Exception as exc: # pylint: disable=W0703
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raise GachaLogFileError from exc
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@staticmethod
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def import_data_backend(all_items: List[GachaItem], gacha_log: GachaLogInfo, temp_id_data: Dict) -> int:
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new_num = 0
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for item_info in all_items:
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pool_name = GACHA_TYPE_LIST[StarRailBannerType(int(item_info.gacha_type))]
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if item_info.id not in temp_id_data[pool_name]:
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gacha_log.item_list[pool_name].append(item_info)
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temp_id_data[pool_name].append(item_info.id)
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new_num += 1
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return new_num
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async def import_gacha_log_data(self, user_id: int, player_id: int, data: dict, verify_uid: bool = True) -> int:
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new_num = 0
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try:
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uid = data["info"]["uid"]
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if not verify_uid:
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uid = player_id
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elif int(uid) != player_id:
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raise GachaLogAccountNotFound
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try:
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import_type = ImportType(data["info"]["export_app"])
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except ValueError:
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import_type = ImportType.UNKNOWN
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# 检查导入数据是否合法
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all_items = [GachaItem(**i) for i in data["list"]]
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await self.verify_data(all_items)
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gacha_log, status = await self.load_history_info(str(user_id), uid)
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# 将唯一 id 放入临时数据中，加快查找速度
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temp_id_data = {
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pool_name: [i.id for i in pool_data] for pool_name, pool_data in gacha_log.item_list.items()
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}
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# 使用新线程进行遍历，避免堵塞主线程
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loop = asyncio.get_event_loop()
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# 可以使用with语句来确保线程执行完成后及时被清理
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with ThreadPoolExecutor() as executor:
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new_num = await loop.run_in_executor(
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executor, self.import_data_backend, all_items, gacha_log, temp_id_data
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)
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for i in gacha_log.item_list.values():
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# 检查导入后的数据是否合法
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await self.verify_data(i)
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i.sort(key=lambda x: (x.time, x.id))
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gacha_log.update_time = datetime.datetime.now()
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gacha_log.import_type = import_type.value
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await self.save_gacha_log_info(str(user_id), uid, gacha_log)
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return new_num
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except GachaLogAccountNotFound as e:
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raise GachaLogAccountNotFound("导入失败，文件包含的祈愿记录所属 uid 与你当前绑定的 uid 不同") from e
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except GachaLogMixedProvider as e:
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raise GachaLogMixedProvider from e
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except Exception as exc:
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raise GachaLogException from exc
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@staticmethod
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def get_game_client(player_id: int) -> StarRailClient:
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if recognize_starrail_server(player_id) in ["prod_gf_cn", "prod_qd_cn"]:
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return StarRailClient(player_id=player_id, region=Region.CHINESE, lang="zh-cn")
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else:
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return StarRailClient(player_id=player_id, region=Region.OVERSEAS, lang="zh-cn")
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async def get_gacha_log_data(self, user_id: int, player_id: int, authkey: str) -> int:
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"""使用authkey获取跃迁记录数据，并合并旧数据
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:param user_id: 用户id
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:param player_id: 玩家id
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:param authkey: authkey
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:return: 更新结果
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"""
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new_num = 0
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gacha_log, _ = await self.load_history_info(str(user_id), str(player_id))
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# 将唯一 id 放入临时数据中，加快查找速度
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temp_id_data = {pool_name: {i.id: i for i in pool_data} for pool_name, pool_data in gacha_log.item_list.items()}
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client = self.get_game_client(player_id)
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try:
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for pool_id, pool_name in GACHA_TYPE_LIST.items():
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wish_history = await client.wish_history(pool_id.value, authkey=authkey)
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for data in wish_history:
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item = GachaItem(
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id=str(data.id),
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name=data.name,
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gacha_id=str(data.banner_id),
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gacha_type=str(data.banner_type.value),
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item_id=str(data.item_id),
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item_type=data.type,
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rank_type=str(data.rarity),
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time=datetime.datetime(
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data.time.year,
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data.time.month,
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data.time.day,
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data.time.hour,
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data.time.minute,
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data.time.second,
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),
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)
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if item.id not in temp_id_data[pool_name].keys():
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gacha_log.item_list[pool_name].append(item)
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temp_id_data[pool_name][item.id] = item
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new_num += 1
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else:
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old_item: GachaItem = temp_id_data[pool_name][item.id]
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old_item.gacha_id = item.gacha_id
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old_item.item_id = item.item_id
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except AuthkeyTimeout as exc:
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raise GachaLogAuthkeyTimeout from exc
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except InvalidAuthkey as exc:
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raise GachaLogInvalidAuthkey from exc
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finally:
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await client.shutdown()
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for i in gacha_log.item_list.values():
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i.sort(key=lambda x: (x.time, x.id))
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gacha_log.update_time = datetime.datetime.now()
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gacha_log.import_type = ImportType.PaiGram.value
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await self.save_gacha_log_info(str(user_id), str(player_id), gacha_log)
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return new_num
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@staticmethod
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def check_avatar_up(name: str, gacha_time: datetime.datetime) -> bool:
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if name in {"姬子", "瓦尔特", "布洛妮娅", "杰帕德", "克拉拉", "彦卿", "白露"}:
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return False
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return True
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async def get_all_5_star_items(self, data: List[GachaItem], assets: "AssetsService", pool_name: str = "角色跃迁"):
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"""
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获取所有5星角色
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:param data: 跃迁记录
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:param assets: 资源服务
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:param pool_name: 池子名称
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:return: 5星角色列表
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"""
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count = 0
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result = []
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for item in data:
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count += 1
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if item.rank_type == "5":
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if item.item_type == "角色" and pool_name in {"角色跃迁", "常驻跃迁", "新手跃迁"}:
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if pool_name == "新手跃迁":
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isUp, isBig = True, False
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elif pool_name == "角色跃迁":
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isUp, isBig = (
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self.check_avatar_up(item.name, item.time),
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(not result[-1].isUp) if result else False,
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)
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else:
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isUp, isBig = False, False
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data = {
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"name": item.name,
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"icon": assets.avatar.square(item.name).as_uri(),
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"count": count,
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"type": "角色",
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"isUp": isUp,
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"isBig": isBig,
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"time": item.time,
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}
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result.append(FiveStarItem.construct(**data))
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elif item.item_type == "光锥" and pool_name in {"光锥跃迁", "常驻跃迁"}:
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data = {
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"name": item.name,
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"icon": assets.light_cone.icon(item.name).as_uri(),
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"count": count,
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"type": "光锥",
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"isUp": False,
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"isBig": False,
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"time": item.time,
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}
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result.append(FiveStarItem.construct(**data))
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count = 0
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result.reverse()
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return result, count
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@staticmethod
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async def get_all_4_star_items(data: List[GachaItem], assets: "AssetsService"):
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"""
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获取 no_fout_star
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:param data: 跃迁记录
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:param assets: 资源服务
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:return: no_fout_star
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"""
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count = 0
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result = []
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for item in data:
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count += 1
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if item.rank_type == "4":
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if item.item_type == "角色":
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data = {
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"name": item.name,
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"icon": assets.avatar.square(item.name).as_uri(),
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"count": count,
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"type": "角色",
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"time": item.time,
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}
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result.append(FourStarItem.construct(**data))
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elif item.item_type == "光锥":
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data = {
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"name": item.name,
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"icon": assets.light_cone.icon(item.name).as_uri(),
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"count": count,
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"type": "光锥",
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"time": item.time,
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}
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result.append(FourStarItem.construct(**data))
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count = 0
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result.reverse()
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return result, count
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@staticmethod
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def get_301_pool_data(total: int, all_five: List[FiveStarItem], no_five_star: int, no_four_star: int):
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# 总共五星
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five_star = len(all_five)
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five_star_up = len([i for i in all_five if i.isUp])
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five_star_big = len([i for i in all_five if i.isBig])
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# 五星平均
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five_star_avg = round((total - no_five_star) / five_star, 2) if five_star != 0 else 0
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# 小保底不歪
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small_protect = (
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round((five_star_up - five_star_big) / (five_star - five_star_big) * 100.0, 1)
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if five_star - five_star_big != 0
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else "0.0"
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)
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# 五星常驻
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five_star_const = five_star - five_star_up
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# UP 平均
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up_avg = (
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round((total - no_five_star - (all_five[0].count if not all_five[0].isUp else 0)) / five_star_up, 2)
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if five_star_up != 0
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else 0
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)
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# UP 花费原石
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up_cost = sum(i.count * 160 for i in all_five if i.isUp)
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up_cost = f"{round(up_cost / 10000, 2)}w" if up_cost >= 10000 else up_cost
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return [
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[
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{"num": no_five_star, "unit": "抽", "lable": "未出五星"},
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{"num": five_star, "unit": "个", "lable": "五星"},
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{"num": five_star_avg, "unit": "抽", "lable": "五星平均"},
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{"num": small_protect, "unit": "%", "lable": "小保底不歪"},
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],
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[
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{"num": no_four_star, "unit": "抽", "lable": "未出四星"},
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{"num": five_star_const, "unit": "个", "lable": "五星常驻"},
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{"num": up_avg, "unit": "抽", "lable": "UP平均"},
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{"num": up_cost, "unit": "", "lable": "UP花费星琼"},
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],
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]
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@staticmethod
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def get_200_pool_data(
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total: int, all_five: List[FiveStarItem], all_four: List[FourStarItem], no_five_star: int, no_four_star: int
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):
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# 总共五星
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five_star = len(all_five)
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# 五星平均
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five_star_avg = round((total - no_five_star) / five_star, 2) if five_star != 0 else 0
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# 五星光锥
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five_star_weapon = len([i for i in all_five if i.type == "光锥"])
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# 总共四星
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four_star = len(all_four)
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# 四星平均
|
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four_star_avg = round((total - no_four_star) / four_star, 2) if four_star != 0 else 0
|
||
# 四星最多
|
||
four_star_name_list = [i.name for i in all_four]
|
||
four_star_max = max(four_star_name_list, key=four_star_name_list.count) if four_star_name_list else ""
|
||
four_star_max_count = four_star_name_list.count(four_star_max)
|
||
return [
|
||
[
|
||
{"num": no_five_star, "unit": "抽", "lable": "未出五星"},
|
||
{"num": five_star, "unit": "个", "lable": "五星"},
|
||
{"num": five_star_avg, "unit": "抽", "lable": "五星平均"},
|
||
{"num": five_star_weapon, "unit": "个", "lable": "五星光锥"},
|
||
],
|
||
[
|
||
{"num": no_four_star, "unit": "抽", "lable": "未出四星"},
|
||
{"num": four_star, "unit": "个", "lable": "四星"},
|
||
{"num": four_star_avg, "unit": "抽", "lable": "四星平均"},
|
||
{"num": four_star_max_count, "unit": four_star_max, "lable": "四星最多"},
|
||
],
|
||
]
|
||
|
||
@staticmethod
|
||
def get_302_pool_data(
|
||
total: int, all_five: List[FiveStarItem], all_four: List[FourStarItem], no_five_star: int, no_four_star: int
|
||
):
|
||
# 总共五星
|
||
five_star = len(all_five)
|
||
# 五星平均
|
||
five_star_avg = round((total - no_five_star) / five_star, 2) if five_star != 0 else 0
|
||
# 四星光锥
|
||
four_star_weapon = len([i for i in all_four if i.type == "光锥"])
|
||
# 总共四星
|
||
four_star = len(all_four)
|
||
# 四星平均
|
||
four_star_avg = round((total - no_four_star) / four_star, 2) if four_star != 0 else 0
|
||
# 四星最多
|
||
four_star_name_list = [i.name for i in all_four]
|
||
four_star_max = max(four_star_name_list, key=four_star_name_list.count) if four_star_name_list else ""
|
||
four_star_max_count = four_star_name_list.count(four_star_max)
|
||
return [
|
||
[
|
||
{"num": no_five_star, "unit": "抽", "lable": "未出五星"},
|
||
{"num": five_star, "unit": "个", "lable": "五星"},
|
||
{"num": five_star_avg, "unit": "抽", "lable": "五星平均"},
|
||
{"num": four_star_weapon, "unit": "个", "lable": "四星光锥"},
|
||
],
|
||
[
|
||
{"num": no_four_star, "unit": "抽", "lable": "未出四星"},
|
||
{"num": four_star, "unit": "个", "lable": "四星"},
|
||
{"num": four_star_avg, "unit": "抽", "lable": "四星平均"},
|
||
{"num": four_star_max_count, "unit": four_star_max, "lable": "四星最多"},
|
||
],
|
||
]
|
||
|
||
@staticmethod
|
||
def count_fortune(pool_name: str, summon_data, weapon: bool = False):
|
||
"""
|
||
角色 光锥
|
||
欧 50以下 45以下
|
||
吉 50-60 45-55
|
||
中 60-70 55-65
|
||
非 70以上 65以上
|
||
"""
|
||
data = [45, 55, 65] if weapon else [50, 60, 70]
|
||
for i in summon_data:
|
||
for j in i:
|
||
if j.get("lable") == "五星平均":
|
||
num = j.get("num", 0)
|
||
if num == 0:
|
||
return pool_name
|
||
if num <= data[0]:
|
||
return f"{pool_name} · 欧"
|
||
if num <= data[1]:
|
||
return f"{pool_name} · 吉"
|
||
if num <= data[2]:
|
||
return f"{pool_name} · 普通"
|
||
return f"{pool_name} · 非"
|
||
return pool_name
|
||
|
||
async def get_analysis(self, user_id: int, player_id: int, pool: StarRailBannerType, assets: "AssetsService"):
|
||
"""
|
||
获取跃迁记录分析数据
|
||
:param user_id: 用户id
|
||
:param player_id: 玩家id
|
||
:param pool: 池子类型
|
||
:param assets: 资源服务
|
||
:return: 分析数据
|
||
"""
|
||
gacha_log, status = await self.load_history_info(str(user_id), str(player_id))
|
||
if not status:
|
||
raise GachaLogNotFound
|
||
pool_name = GACHA_TYPE_LIST[pool]
|
||
data = gacha_log.item_list[pool_name]
|
||
total = len(data)
|
||
if total == 0:
|
||
raise GachaLogNotFound
|
||
all_five, no_five_star = await self.get_all_5_star_items(data, assets, pool_name)
|
||
all_four, no_four_star = await self.get_all_4_star_items(data, assets)
|
||
summon_data = None
|
||
if pool in [StarRailBannerType.CHARACTER, StarRailBannerType.NOVICE]:
|
||
summon_data = self.get_301_pool_data(total, all_five, no_five_star, no_four_star)
|
||
pool_name = self.count_fortune(pool_name, summon_data)
|
||
elif pool == StarRailBannerType.WEAPON:
|
||
summon_data = self.get_302_pool_data(total, all_five, all_four, no_five_star, no_four_star)
|
||
pool_name = self.count_fortune(pool_name, summon_data, True)
|
||
elif pool == StarRailBannerType.PERMANENT:
|
||
summon_data = self.get_200_pool_data(total, all_five, all_four, no_five_star, no_four_star)
|
||
pool_name = self.count_fortune(pool_name, summon_data)
|
||
last_time = data[0].time.strftime("%Y-%m-%d %H:%M")
|
||
first_time = data[-1].time.strftime("%Y-%m-%d %H:%M")
|
||
return {
|
||
"uid": player_id,
|
||
"allNum": total,
|
||
"type": pool.value,
|
||
"typeName": pool_name,
|
||
"line": summon_data,
|
||
"firstTime": first_time,
|
||
"lastTime": last_time,
|
||
"fiveLog": all_five,
|
||
"fourLog": all_four[:18],
|
||
}
|
||
|
||
async def get_pool_analysis(
|
||
self, user_id: int, player_id: int, pool: StarRailBannerType, assets: "AssetsService", group: bool
|
||
) -> dict:
|
||
"""获取跃迁记录分析数据
|
||
:param user_id: 用户id
|
||
:param player_id: 玩家id
|
||
:param pool: 池子类型
|
||
:param assets: 资源服务
|
||
:param group: 是否群组
|
||
:return: 分析数据
|
||
"""
|
||
gacha_log, status = await self.load_history_info(str(user_id), str(player_id))
|
||
if not status:
|
||
raise GachaLogNotFound
|
||
pool_name = GACHA_TYPE_LIST[pool]
|
||
data = gacha_log.item_list[pool_name]
|
||
total = len(data)
|
||
if total == 0:
|
||
raise GachaLogNotFound
|
||
all_five, _ = await self.get_all_5_star_items(data, assets, pool_name)
|
||
all_four, _ = await self.get_all_4_star_items(data, assets)
|
||
pool_data = []
|
||
up_pool_data = [Pool(**i) for i in get_pool_by_id(pool.value)]
|
||
for up_pool in up_pool_data:
|
||
for item in all_five:
|
||
up_pool.parse(item)
|
||
for item in all_four:
|
||
up_pool.parse(item)
|
||
up_pool.count_item(data)
|
||
for up_pool in up_pool_data:
|
||
pool_data.append(
|
||
{
|
||
"count": up_pool.count,
|
||
"list": up_pool.to_list(),
|
||
"name": up_pool.name,
|
||
"start": up_pool.start.strftime("%Y-%m-%d"),
|
||
"end": up_pool.end.strftime("%Y-%m-%d"),
|
||
}
|
||
)
|
||
pool_data = [i for i in pool_data if i["count"] > 0]
|
||
return {
|
||
"uid": player_id,
|
||
"typeName": pool_name,
|
||
"pool": pool_data[:6] if group else pool_data,
|
||
"hasMore": len(pool_data) > 6,
|
||
}
|
||
|
||
async def get_all_five_analysis(self, user_id: int, player_id: int, assets: "AssetsService") -> dict:
|
||
"""获取五星跃迁记录分析数据
|
||
:param user_id: 用户id
|
||
:param player_id: 玩家id
|
||
:param assets: 资源服务
|
||
:return: 分析数据
|
||
"""
|
||
gacha_log, status = await self.load_history_info(str(user_id), str(player_id))
|
||
if not status:
|
||
raise GachaLogNotFound
|
||
pools = []
|
||
for pool_name, items in gacha_log.item_list.items():
|
||
pool = Pool(
|
||
five=[pool_name],
|
||
four=[],
|
||
name=pool_name,
|
||
to=datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
|
||
**{"from": "2020-09-28 00:00:00"},
|
||
)
|
||
all_five, _ = await self.get_all_5_star_items(items, assets, pool_name)
|
||
for item in all_five:
|
||
pool.parse(item)
|
||
pool.count_item(items)
|
||
pools.append(pool)
|
||
pool_data = [
|
||
{
|
||
"count": up_pool.count,
|
||
"list": up_pool.to_list(),
|
||
"name": up_pool.name,
|
||
"start": up_pool.start.strftime("%Y-%m-%d"),
|
||
"end": up_pool.end.strftime("%Y-%m-%d"),
|
||
}
|
||
for up_pool in pools
|
||
]
|
||
return {
|
||
"uid": player_id,
|
||
"typeName": "五星列表",
|
||
"pool": pool_data,
|
||
"hasMore": False,
|
||
}
|