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from dataclasses import dataclass, field import string import random from typing import List, Callable SupportTickets = List[SupportTicket] def fifo_ordering(list: SupportTickets) -> SupportTickets: return list.copy()
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from dataclasses import dataclass, field import string import random from typing import List, Callable SupportTickets = List[SupportTicket] def filo_ordering(list: SupportTickets) -> SupportTickets: list_copy = list.copy() list_copy.reverse() return list_copy
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from dataclasses import dataclass, field import string import random from typing import List, Callable SupportTickets = List[SupportTicket] def random_ordering(list: SupportTickets) -> SupportTickets: list_copy = list.copy() random.shuffle(list_copy) return list_copy
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from dataclasses import dataclass, field import string import random from typing import List, Callable SupportTickets = List[SupportTicket] def blackhole_ordering(_: SupportTickets) -> SupportTickets: return []
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import string import random from typing import List from abc import ABC, abstractmethod def generate_id(length=8): # helper function for generating an id return ''.join(random.choices(string.ascii_uppercase, k=length))
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import string import random from typing import List def generate_id(length=8): # helper function for generating an id return ''.join(random.choices(string.ascii_uppercase, k=length))
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import tkinter as tk import uuid import string import random from abc import ABC, abstractmethod def generate_uuid1(): return uuid.uuid1()
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import tkinter as tk import uuid import string import random from abc import ABC, abstractmethod def generate_uuid4(): return uuid.uuid4()
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import tkinter as tk import uuid import string import random from abc import ABC, abstractmethod def generate_simple_id(): return ''.join(random.choices(string.ascii_lowercase, k=30))
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from flask import Flask, jsonify, abort def hello_world(): return 'Hello, World!'
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import sqlite3 def blog_lst_to_json(item): return { 'id': item[0], 'published': item[1], 'title': item[2], 'content': item[3], 'public': bool(item[4]) }
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from flask import Flask, jsonify, abort from db import fetch_blogs, fetch_blog, NotFoundError, NotAuthorizedError def hello_world(): return 'Hello, World!'
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from flask import Flask, jsonify, abort from db import fetch_blogs, fetch_blog, NotFoundError, NotAuthorizedError def fetch_blogs(): pass def all_blogs(): return jsonify(fetch_blogs())
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from flask import Flask, jsonify, abort from db import fetch_blogs, fetch_blog, NotFoundError, NotAuthorizedError def fetch_blog(id: str): class NotFoundError(Exception): class NotAuthorizedError(Exception): def get_blog(id): try: return jsonify(fetch_blog(id)) except NotFoundError: abort(40...
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from flask import Flask, jsonify, abort from db import fetch_blogs, fetch_blog, NotFoundError, NotAuthorizedError def fetch_blogs(): def all_blogs(): return jsonify(fetch_blogs())
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import logging from functools import wraps logger = create_logger() def create_logger(): # create a logger object logger = logging.getLogger('exc_logger') logger.setLevel(logging.INFO) # create a file to store all the # logged exceptions logfile = logging.FileHandler('exc_logger.log') fmt = '%(asc...
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import logging from functools import wraps if __name__ == '__main__': divideByZero() def exception(logger): def decorator(func): @wraps(func) def wrapper(*args, **kwargs): try: return func(*args, **kwargs) except: issue = "exception in "+fu...
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import logging from functools import wraps def divideByZero(): return 12/0
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import time import math from functools import wraps The provided code snippet includes necessary dependencies for implementing the `retry` function. Write a Python function `def retry(ExceptionToCheck, tries=4, delay=3, backoff=2, logger=None)` to solve the following problem: Retry calling the decorated function using...
Retry calling the decorated function using an exponential backoff. http://www.saltycrane.com/blog/2009/11/trying-out-retry-decorator-python/ original from: http://wiki.python.org/moin/PythonDecoratorLibrary#Retry :param ExceptionToCheck: the exception to check. may be a tuple of exceptions to check :type ExceptionToChe...
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import time import math from functools import wraps def test_fail(text): raise Exception("Fail")
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import sqlite3 from returns.result import Result, safe from returns.pipeline import flow from returns.pointfree import bind def fetch_blog_from_db(blog_id): """Fetches blog from SQLite3 database.""" with SQLite('application.db') as cur: cur.execute(f"SELECT * FROM blogs where id=?", [blog_id]) r...
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from flask import Flask, jsonify, abort from db import fetch_blogs, fetch_blog, NotFoundError, NotAuthorizedError def fetch_blog(id: str): pass class NotFoundError(Exception): pass class NotAuthorizedError(Exception): pass def get_blog(id): try: return jsonify(fetch_blog(id)) except NotF...
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import sqlite3 class SQLite(): def __init__(self, file='application.db'): self.file=file def __enter__(self): self.conn = sqlite3.connect(self.file) return self.conn.cursor() def __exit__(self, type, value, traceback): print("Closing the connection") self.conn.close()...
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import sqlite3 class SQLite(): def __init__(self, file='application.db'): self.file=file def __enter__(self): self.conn = sqlite3.connect(self.file) return self.conn.cursor() def __exit__(self, type, value, traceback): print("Closing the connection") self.conn.close()...
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from pydantic import ConfigDict from llmkira.extra.user import CostControl, UserCost from llmkira.middleware.llm_provider import GetAuthDriver from llmkira.sdk import resign_plugin_executor from llmkira.sdk.endpoint import openai from llmkira.sdk.func_calling import verify_openapi_version from loguru import logger fro...
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from pydantic import field_validator, ConfigDict import re from llmkira.sdk import resign_plugin_executor from llmkira.sdk.func_calling import verify_openapi_version from llmkira.sdk.schema import File, Function from io import BytesIO from math import floor from PIL import Image from loguru import logger from pydantic ...
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from dotenv import load_dotenv from loguru import logger async def aps_start(): logger.success("Receiver Runtime:APS Timer start") SCHEDULER.start() class FunctionReceiver(object): """ receive message from any platform """ def __init__(self): self.task = Task(queue=__receiver__) ...
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import re def replace_all(text, pattern, function): poslist = [0] strlist = [] originstr = [] poslist = find_all_index(text, pattern) for i in range(1, len(poslist[:-1]), 2): start, end = poslist[i:i + 2] strlist.append(function(text[start:end])) for i in range(0, len(poslist), 2...
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import time from typing import TYPE_CHECKING, Dict, Any from typing import Tuple, List, Union, Optional import hikari import khl import orjson import shortuuid from loguru import logger from pydantic import model_validator, ConfigDict, Field, BaseModel from telebot import types from llmkira.schema import RawMessage fro...
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from . import resign_trigger, Trigger The provided code snippet includes necessary dependencies for implementing the `on_chat_message` function. Write a Python function `async def on_chat_message(message: str, uid: str, **kwargs)` to solve the following problem: :param message: RawMessage :return: Here is the functio...
:param message: RawMessage :return:
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from abc import abstractmethod, ABC from typing import Any def singleton(cls): _instance = {} def _singleton(*args, **kargs): if cls not in _instance: _instance[cls] = cls(*args, **kargs) return _instance[cls] return _singleton
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown def dict2message(data...
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown def __ensure_event_loo...
同步执行异步函数,使用可参考 [同步执行异步代码](https://nemo2011.github.io/bilibili-api/#/sync-executor) Args: coroutine (Coroutine): 异步函数 Returns: 该异步函数的返回值
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown The provided code sni...
sha1加密算法
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown def generate_uid(): ...
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown async def aiohttp_dow...
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import asyncio import hashlib import tempfile from bisect import bisect_left from typing import Coroutine, Dict, List, Optional import aiohttp import ffmpeg import nest_asyncio import shortuuid from loguru import logger from telebot import formatting from telebot.formatting import escape_markdown The provided code sni...
在有序列表中二分查找前缀 :param wordlist: 有序列表 :param prefix: 前缀
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from pathlib import Path from types import ModuleType from typing import Optional, Set, Iterable, Union from . import ( _managers, _current_plugin_chain, _module_name_to_plugin_name, path_to_module_name, _find_manager_by_name, get_plugin, ) from .model import PluginManager from .schema import Plugin def...
导入文件夹下多个插件,以 `_` 开头的插件不会被导入! :param plugin_dir: 文件夹路径 :return: 插件集合
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from pathlib import Path from types import ModuleType from typing import Optional, Set, Iterable, Union from . import ( _managers, _current_plugin_chain, _module_name_to_plugin_name, path_to_module_name, _find_manager_by_name, get_plugin, ) from .model import PluginManager from .schema import Plugin def...
导入 Bot 内置插件。 :param name: 插件名称 :return: 插件
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from pathlib import Path from types import ModuleType from typing import Optional, Set, Iterable, Union from . import ( _managers, _current_plugin_chain, _module_name_to_plugin_name, path_to_module_name, _find_manager_by_name, get_plugin, ) from .model import PluginManager from .schema import Plugin def...
导入多个 Bot 内置插件。 :param plugins: 插件名称集合
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from pathlib import Path from types import ModuleType from typing import Optional, Set, Iterable, Union from . import ( _managers, _current_plugin_chain, _module_name_to_plugin_name, path_to_module_name, _find_manager_by_name, get_plugin, ) from .model import PluginManager from .schema import Plugin def...
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from pathlib import Path from types import ModuleType from typing import Optional, Set, Iterable, Union from . import ( _managers, _current_plugin_chain, _module_name_to_plugin_name, path_to_module_name, _find_manager_by_name, get_plugin, ) from .model import PluginManager from .schema import Plugin def...
获取一个插件的导出内容。 如果为 `load_plugins` 文件夹导入的插件,则为文件(夹)名。 :param name: 插件名称 即 {ref}`extra.plugin.model.Plugin.name`。 :exception RuntimeError: 插件无法加载 :return: 插件导出内容
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import re The provided code snippet includes necessary dependencies for implementing the `escape_tag` function. Write a Python function `def escape_tag(s: str) -> str` to solve the following problem: 用于记录带颜色日志时转义 `<tag>` 类型特殊标签 参考: [loguru color 标签](https://loguru.readthedocs.io/en/stable/api/logger.html#color) 参数: s:...
用于记录带颜色日志时转义 `<tag>` 类型特殊标签 参考: [loguru color 标签](https://loguru.readthedocs.io/en/stable/api/logger.html#color) 参数: s: 需要转义的字符串
953
import asyncio import atexit import json from typing import Any import httpx from loguru import logger from .error import RateLimitError, ServiceUnavailableError, AuthenticationError, CheckError def llm_error_handler(code, message: str): if code == 429: raise RateLimitError(message) elif code == 404 and...
请求 :param call_func: 错误回调函数 :param method: :param url: :param params: :param data: :param headers: :param json_body: :param proxy: :param timeout: :param kwargs: 参数 :return:
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import asyncio import atexit import json from typing import Any import httpx from loguru import logger from .error import RateLimitError, ServiceUnavailableError, AuthenticationError, CheckError __session_pool = {} The provided code snippet includes necessary dependencies for implementing the `__clean` function. Write...
程序退出清理操作。
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from __future__ import annotations from typing import ( TYPE_CHECKING, Any, ) from urllib.parse import urlparse from redis import RedisCluster from loguru import logger def _redis_sentinel_client(redis_url: str, **kwargs: Any) -> RedisType: """helper method to parse an (un-official) redis+sentinel url a...
Get a redis client from the connection url given. This helper accepts urls for Redis server (TCP with/without TLS or UnixSocket) as well as Redis Sentinel connections. Redis Cluster is not supported. Before creating a connection the existence of the database driver is checked an and ValueError raised otherwise To use, ...
956
import json from typing import TYPE_CHECKING from typing import Union, List, Type import tiktoken from loguru import logger from pydantic import BaseModel def _pydantic_type(_message): if isinstance(_message, BaseModel): return _message.model_dump() return _message
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import json from typing import TYPE_CHECKING from typing import Union, List, Type import tiktoken from loguru import logger from pydantic import BaseModel class BaseTokenizer(object): def num_tokens_from_messages( self, messages: List[Union[dict, BaseModel, Type[BaseModel]]], model: str ) -> int: ...
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import hashlib import os from typing import Optional from typing import TYPE_CHECKING from pydantic import field_validator, Field from pydantic_settings import BaseSettings, SettingsConfigDict from ..error import ValidationError The provided code snippet includes necessary dependencies for implementing the `sha1_encry...
sha1加密算法
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import base64 import hashlib import pickle import time from abc import abstractmethod, ABC from io import BytesIO from typing import Literal, Optional, List, Type, Union from typing import TYPE_CHECKING import aiohttp import shortuuid from docstring_parser import parse from loguru import logger from pydantic import mod...
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import base64 import hashlib import pickle import time from abc import abstractmethod, ABC from io import BytesIO from typing import Literal, Optional, List, Type, Union from typing import TYPE_CHECKING import aiohttp import shortuuid from docstring_parser import parse from loguru import logger from pydantic import mod...
创建单任务模板
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import base64 import hashlib import pickle import time from abc import abstractmethod, ABC from io import BytesIO from typing import Literal, Optional, List, Type, Union from typing import TYPE_CHECKING import aiohttp import shortuuid from docstring_parser import parse from loguru import logger from pydantic import mod...
将 dict 实例化,用错误hook覆盖
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import base64 import hashlib import pickle import time from abc import abstractmethod, ABC from io import BytesIO from typing import Literal, Optional, List, Type, Union from typing import TYPE_CHECKING import aiohttp import shortuuid from docstring_parser import parse from loguru import logger from pydantic import mod...
标准化转换,供请求使用
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import base64 import hashlib import pickle import time from abc import abstractmethod, ABC from io import BytesIO from typing import Literal, Optional, List, Type, Union from typing import TYPE_CHECKING import aiohttp import shortuuid from docstring_parser import parse from loguru import logger from pydantic import mod...
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import cjieba The provided code snippet includes necessary dependencies for implementing the `cut_words_weights` function. Write a Python function `def cut_words_weights(content)` to solve the following problem: 根据jieba分词,提取关键词及其权重 :param content: :return: Here is the function: def cut_words_weights(content): ""...
根据jieba分词,提取关键词及其权重 :param content: :return:
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import cjieba The provided code snippet includes necessary dependencies for implementing the `hash_keyword_add_weight` function. Write a Python function `def hash_keyword_add_weight(keyword_weight, len_hash=64)` to solve the following problem: 对关键词进行hash, 然后加权 :param keyword_weight: :param len_hash: :return: Here is ...
对关键词进行hash, 然后加权 :param keyword_weight: :param len_hash: :return:
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import cjieba The provided code snippet includes necessary dependencies for implementing the `cal_hamming_distance` function. Write a Python function `def cal_hamming_distance(hash_file1, hash_file2)` to solve the following problem: 计算两篇文章的海明距离 :param hash_file1: :param hash_file2: :return: Here is the function: def...
计算两篇文章的海明距离 :param hash_file1: :param hash_file2: :return:
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def singleton(cls): _instance = {} def _singleton(*args, **kargs): if cls not in _instance: _instance[cls] = cls(*args, **kargs) return _instance[cls] return _singleton
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import cjieba from ..solo import singleton from ..summarization import STOPWORDS The provided code snippet includes necessary dependencies for implementing the `load_stopwords` function. Write a Python function `def load_stopwords(stopwords_path)` to solve the following problem: 加载停用词词典 :param stopwords_path: :return:...
加载停用词词典 :param stopwords_path: :return:
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import cjieba from ..solo import singleton from ..summarization import STOPWORDS def split_doc(doc): separators = ['。', '!', '!', '?', '?'] for sep in separators: doc = doc.replace(sep, sep + '##') sentences = doc.split('##') return sentences[:-1]
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import cjieba from ..solo import singleton from ..summarization import STOPWORDS def calculate_sentence_score(sentence, stopwords): # jieba_ret = jieba.analyse.extract_tags(sentence, topK=100, withWeight=True) # , allowPOS=('ns', 'n', 'vn', 'v')) jieba_ret = cjieba.extract(sentence, top_k=100, with_weight=Tru...
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import cjieba import numpy as np from nltk.cluster.util import cosine_distance from ..solo import singleton from ..summarization import STOPWORDS as STOPWORDS_PATH def load_stopwords(file_path): with open(file_path, encoding='utf-8') as f: return [line.strip() for line in f]
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import cjieba import numpy as np from nltk.cluster.util import cosine_distance from ..solo import singleton from ..summarization import STOPWORDS as STOPWORDS_PATH MIN_SEQ_LEN = 0 def split_doc(doc, stopwords=None): if not stopwords: stopwords = [] sentences = [] cut_sentences = [] origin_sent...
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import cjieba import numpy as np from nltk.cluster.util import cosine_distance from ..solo import singleton from ..summarization import STOPWORDS as STOPWORDS_PATH def sentence_similarity(sent1, sent2): """ 计算两个句子之间的相似性 :param sent1: :param sent2: :return: """ all_words = list(set(sent1 + se...
构建相似矩阵 :param sentences: :return:
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import cjieba import numpy as np from nltk.cluster.util import cosine_distance from ..solo import singleton from ..summarization import STOPWORDS as STOPWORDS_PATH def pagerank(A, eps=0.0001, d=0.85): P = np.ones(len(A)) / len(A) while True: new_P = np.ones(len(A)) * (1 - d) / len(A) + d * A.T.dot(P) ...
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import logging import os from typing import Dict, Union import fasttext import requests def get_or_load_model(low_memory=False): if low_memory: model = models.get("low_mem", None) if not model: check_model("lid.176.ftz") model_path = download_model("lid.176.ftz") ...
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import time from typing import TYPE_CHECKING, Literal, Type, Optional from typing import Union, List import nest_asyncio from pydantic import field_validator, ConfigDict, Field, BaseModel from .sdk.endpoint.tokenizer import get_tokenizer from .sdk.schema import File, generate_uid, UserMessage, Message def singleton(cl...
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random class MappingDefault(dict): def __missing__(self, key): return key def get_request_error_message(error: str): _txt: str = random.choice(REQUEST_ERROR_MESSAGE_TEMPLATE) return _txt.format_map(MappingDefault(error=error))
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random class MappingDefault(dict): def __missing__(self, key): return key def get_upload_error_message(filename: str, error: str): _txt: str = random.choice(REQUEST_ERROR_MESSAGE_TEMPLATE) return _txt.format_map(MappingDefault(filename=filename, error=error))
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from typing import Literal, List, Union from pydantic import BaseModel, Field, field_validator SENDER = {} RECEIVER = {} def router_set(role: Literal["sender", "receiver"], name: str): if role == "sender": SENDER[name] = name elif role == "receiver": RECEIVER[name] = name else: rais...
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import pathlib from time import sleep import elara from rich.console import Console elara_client = elara.exe(path=pathlib.Path(__file__).parent / "elara.db", commitdb=True) tutorial = [ { "cn": "接下来进行一些说明,如果您不想看到这些说明,请使用 --no-tutorial 参数运行入口文件。", "en": "Next, some instructions will be given. " ...
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from llmkira.setting.discord import BotSetting BotSetting = DiscordBot() def help_message(): return """ `{prefix}chat` - Chat with me :) `{prefix}task` - Ask me do things with `func_enable` **Slash Command** `/help` - **You just did it :)** `/tool` - Check all useful tools `/clear` -...
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from typing import Tuple, Optional from urllib.parse import urlparse from loguru import logger from ..middleware.chain_box import Chain, AuthReloader from ..task import Task The provided code snippet includes necessary dependencies for implementing the `parse_command` function. Write a Python function `def parse_comma...
:param command like `/chat something` :return command_head,command_body
983
from typing import Tuple, Optional from urllib.parse import urlparse from loguru import logger from ..middleware.chain_box import Chain, AuthReloader from ..task import Task The provided code snippet includes necessary dependencies for implementing the `is_valid_url` function. Write a Python function `def is_valid_url...
:param url url :return bool
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from typing import Tuple, Optional from urllib.parse import urlparse from loguru import logger from ..middleware.chain_box import Chain, AuthReloader from ..task import Task The provided code snippet includes necessary dependencies for implementing the `is_command` function. Write a Python function `def is_command( ...
:param text: message text :param command: command :param at_bot_username: check /command@bot_username :param check_empty: check /command -> False :return: bool
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from typing import Tuple, Optional from urllib.parse import urlparse from loguru import logger from ..middleware.chain_box import Chain, AuthReloader from ..task import Task def is_empty_command(text: str) -> bool: assert text, "Command Input Must Be Str" if not text.startswith("/"): return False i...
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from typing import Tuple, Optional from urllib.parse import urlparse from loguru import logger from ..middleware.chain_box import Chain, AuthReloader from ..task import Task class AuthReloader(object): """ 重放任务 """ def __init__(self, uid: str = None): self.uid = uid def _prefix(cls, uuid:...
:param uuid: verify id :param platform: message channel :param user_id: raw user id :raise LookupError Not Found :return None
987
from dotenv import load_dotenv from loguru import logger class StartSetting(BaseModel): def from_subdir(cls): global_cache_runtime: RedisRuntime = RedisRuntime() global_mongodb_runtime: MongodbRuntime = MongodbRuntime() class TelegramBotRunner(Runner): def __init__(self): async def is_user_admin(self,...
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from llmkira.setting.discord import BotSetting BotSetting = DiscordBot() def help_message(): return """ `{prefix}chat` - Chat with me :) `{prefix}task` - Ask me do things with `func_enable` **Slash Command** `/help` - **You just did it :)** `/tool` - Check all useful tools `/clear` -...
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from pydantic import ConfigDict, BaseModel def help_message(): return """ *Command* !chat - chat with me in a serious way :( @<myname> - Chat with me in a simple way :) !task - chat with function_enable !ask - chat with function_disable !auth - Auth a task *Slash Command* `/help` - Help message `/tool` - Tool l...
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def help_message(): return """ /help - HELP YOURSELF /chat - Chat with me :) /task - Function enable /ask - Chat with func_disable, 禁止函数 /tool - 工具列表 /clear - 删除自己的记录 /auth - POWER Private Chat Only: /bind - RSS /unbind - RSS /set_endpoint - <apikey>#<endpoint> /cl...
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import socket import feedparser from inscriptis import get_text from loguru import logger from pydantic import BaseModel from telebot import formatting from telebot.formatting import escape_markdown from ..schema import Runner from ...sdk.cache import global_cache_runtime from ...task import Task, TaskHeader from ...mi...
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import os import subprocess import time from setuptools import find_packages, setup The provided code snippet includes necessary dependencies for implementing the `readme` function. Write a Python function `def readme()` to solve the following problem: Get readme. Returns: str, readme content string. Here is the func...
Get readme. Returns: str, readme content string.
993
import os import subprocess import time from setuptools import find_packages, setup SHORT_VERSION = '{}.{}.{}{}'.format(MAJOR, MINOR, PATCH, SUFFIX) VERSION_FILE = 'pyretri/version.py' def get_hash(): """Get hash value. Returns: str, hash value. """ if os.path.exists('.git'): sha = get_g...
Write version.py.
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import os import subprocess import time from setuptools import find_packages, setup VERSION_FILE = 'pyretri/version.py' The provided code snippet includes necessary dependencies for implementing the `get_version` function. Write a Python function `def get_version()` to solve the following problem: Get version. Returns...
Get version. Returns: str, version string.
995
import os import subprocess import time from setuptools import find_packages, setup The provided code snippet includes necessary dependencies for implementing the `parse_requirements` function. Write a Python function `def parse_requirements(fname='requirements.txt', with_version=True)` to solve the following problem:...
Parse the package dependencies listed in a requirements file but strips specific versioning information. Args: fname (str): path to requirements file with_version (bool, default=False): if True include version specs Returns: List[str]: list of requirements items CommandLine: python -c "import setup; print(setup.parse_r...
996
import os import argparse import importlib from pyretri.config import get_defaults_cfg from pyretri.datasets import build_folder, build_loader from pyretri.models import build_model from pyretri.extract import build_extract_helper def load_datasets(): data_json_dir = "/home/songrenjie/projects/RetrievalToolBox/new...
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import os import argparse import importlib from pyretri.config import get_defaults_cfg from pyretri.datasets import build_folder, build_loader from pyretri.models import build_model from pyretri.extract import build_extract_helper def parse_args(): parser = argparse.ArgumentParser(description='A tool box for deep ...
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import json import importlib import os import argparse from utils.misc import check_result_exist, get_dir, get_default_result_dict from pyretri.config import get_defaults_cfg from pyretri.index import build_index_helper, feature_loader from pyretri.evaluate import build_evaluate_helper def load_datasets(): dataset...
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import json import importlib import os import argparse from utils.misc import check_result_exist, get_dir, get_default_result_dict from pyretri.config import get_defaults_cfg from pyretri.index import build_index_helper, feature_loader from pyretri.evaluate import build_evaluate_helper def parse_args(): parser = a...
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import json import importlib import os import argparse from utils.misc import check_result_exist, get_dir, get_default_result_dict from pyretri.config import get_defaults_cfg from pyretri.index import build_index_helper, feature_loader from pyretri.evaluate import build_evaluate_helper def load_datasets(): dataset...
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import json import importlib import os import argparse from utils.misc import check_result_exist, get_dir, get_default_result_dict from pyretri.config import get_defaults_cfg from pyretri.index import build_index_helper, feature_loader from pyretri.evaluate import build_evaluate_helper def get_evaluate(fea_dir, evalua...
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import json import importlib import os import argparse from utils.misc import check_result_exist, get_dir, get_default_result_dict from pyretri.config import get_defaults_cfg from pyretri.index import build_index_helper, feature_loader from pyretri.evaluate import build_evaluate_helper vgg_fea = ["pool5_PWA"] res_fea =...
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import os import torch import argparse import importlib from pyretri.config import get_defaults_cfg from pyretri.datasets import build_folder, build_loader from pyretri.models import build_model from pyretri.extract import build_extract_helper from pyretri.models.backbone import ft_net def load_datasets(): data_js...
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import os import torch import argparse import importlib from pyretri.config import get_defaults_cfg from pyretri.datasets import build_folder, build_loader from pyretri.models import build_model from pyretri.extract import build_extract_helper from pyretri.models.backbone import ft_net def parse_args(): parser = a...
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import os import argparse import importlib from pyretri.config import get_defaults_cfg from pyretri.datasets import build_folder, build_loader from pyretri.models import build_model from pyretri.extract import build_extract_helper def parse_args(): parser = argparse.ArgumentParser(description='A tool box for deep ...
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import os import argparse import json import codecs from utils.misc import save_to_csv, filter_by_keywords def parse_args(): parser = argparse.ArgumentParser(description='A tool box for deep learning-based image retrieval') parser.add_argument('opts', default=None, nargs=argparse.REMAINDER) parser.add_argu...
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import os import argparse import json import codecs from utils.misc import save_to_csv, filter_by_keywords def show_results(results): for i in range(len(results)): print(results[i])
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import os from typing import Dict, List import csv The provided code snippet includes necessary dependencies for implementing the `check_result_exist` function. Write a Python function `def check_result_exist(now_res: Dict, exist_results: List) -> bool` to solve the following problem: Check if the config exists. Args:...
Check if the config exists. Args: now_res (Dict): configuration to be checked. exist_results (List): a list of existing configurations. Returns: bool: if the config exists.
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import os from typing import Dict, List import csv The provided code snippet includes necessary dependencies for implementing the `get_dir` function. Write a Python function `def get_dir(root_path: str, dir: str, dataset: Dict) -> (str, str, str)` to solve the following problem: Get the feature directory path of galle...
Get the feature directory path of gallery set, query set and feature set for training PCA/SVD. Args: root_path (str): the root path of all extracted features. dir (str): the path of one single extracted feature directory. dataset (Dict): a dict containing the information of gallery set, query set and training set. Retu...