blivechat/models/translate.py

# -*- coding: utf-8 -*-

import asyncio
import datetime
import functools
import hashlib
import hmac
import json
import logging
import random
import re
from typing import *

import aiohttp

import config

logger = logging.getLogger(__name__)

NO_TRANSLATE_TEXTS = {
    '草', '草草', '草草草', '草生', '大草原', '上手', '上手上手', '理解', '理解理解', '天才', '天才天才',
    '强', '余裕', '余裕余裕', '大丈夫', '再放送', '放送事故', '清楚', '清楚清楚'
}

_main_event_loop = asyncio.get_event_loop()
_http_session: Optional[aiohttp.ClientSession] = None
_translate_providers: List['TranslateProvider'] = []
# text -> res
_translate_cache: Dict[str, str] = {}
# 正在翻译的Future，text -> Future
_text_future_map: Dict[str, asyncio.Future] = {}


def init():
    asyncio.ensure_future(_do_init())


async def _do_init():
    global _http_session
    _http_session = aiohttp.ClientSession(timeout=aiohttp.ClientTimeout(total=10))

    cfg = config.get_config()
    if not cfg.enable_translate:
        return
    providers = []
    for trans_cfg in cfg.translator_configs:
        provider = create_translate_provider(trans_cfg)
        if provider is not None:
            providers.append(provider)
    await asyncio.gather(*(provider.init() for provider in providers))
    global _translate_providers
    _translate_providers = providers


def create_translate_provider(cfg):
    type_ = cfg['type']
    if type_ == 'TencentTranslateFree':
        return TencentTranslateFree(
            cfg['query_interval'], cfg['max_queue_size'], cfg['source_language'],
            cfg['target_language']
        )
    elif type_ == 'BilibiliTranslateFree':
        return BilibiliTranslateFree(cfg['query_interval'], cfg['max_queue_size'])
    elif type_ == 'TencentTranslate':
        return TencentTranslate(
            cfg['query_interval'], cfg['max_queue_size'], cfg['source_language'],
            cfg['target_language'], cfg['secret_id'], cfg['secret_key'],
            cfg['region']
        )
    elif type_ == 'BaiduTranslate':
        return BaiduTranslate(
            cfg['query_interval'], cfg['max_queue_size'], cfg['source_language'],
            cfg['target_language'], cfg['app_id'], cfg['secret']
        )
    return None


def need_translate(text):
    text = text.strip()
    # 没有中文，平时打不出的字不管
    if not any(0x4E00 <= ord(c) <= 0x9FFF for c in text):
        return False
    # 含有日文假名
    if any(0x3040 <= ord(c) <= 0x30FF for c in text):
        return False
    # 弹幕同传
    if '【' in text:
        return False
    # 中日双语
    if text in NO_TRANSLATE_TEXTS:
        return False
    return True


def get_translation_from_cache(text):
    key = text.strip().lower()
    return _translate_cache.get(key, None)


def translate(text) -> Awaitable[Optional[str]]:
    key = text.strip().lower()
    # 如果已有正在翻译的future则返回，防止重复翻译
    future = _text_future_map.get(key, None)
    if future is not None:
        return future
    # 否则创建一个翻译任务
    future = _main_event_loop.create_future()

    # 查缓存
    res = _translate_cache.get(key, None)
    if res is not None:
        future.set_result(res)
        return future

    # 负载均衡，找等待时间最少的provider
    min_wait_time = None
    min_wait_time_provider = None
    for provider in _translate_providers:
        if not provider.is_available:
            continue
        wait_time = provider.wait_time
        if min_wait_time is None or wait_time < min_wait_time:
            min_wait_time = wait_time
            min_wait_time_provider = provider

    # 没有可用的
    if min_wait_time_provider is None:
        future.set_result(None)
        return future

    _text_future_map[key] = future
    future.add_done_callback(functools.partial(_on_translate_done, key))
    min_wait_time_provider.translate(text, future)
    return future


def _on_translate_done(key, future):
    _text_future_map.pop(key, None)
    # 缓存
    try:
        res = future.result()
    except Exception:
        return
    if res is None:
        return
    _translate_cache[key] = res
    cfg = config.get_config()
    while len(_translate_cache) > cfg.translation_cache_size:
        _translate_cache.pop(next(iter(_translate_cache)), None)


class TranslateProvider:
    async def init(self):
        return True

    @property
    def is_available(self):
        return True

    @property
    def wait_time(self):
        return 0

    def translate(self, text, future):
        raise NotImplementedError


class FlowControlTranslateProvider(TranslateProvider):
    def __init__(self, query_interval, max_queue_size):
        self._query_interval = query_interval
        # (text, future)
        self._text_queue = asyncio.Queue(max_queue_size)

    async def init(self):
        asyncio.ensure_future(self._translate_consumer())
        return True

    @property
    def is_available(self):
        return not self._text_queue.full()

    @property
    def wait_time(self):
        return self._text_queue.qsize() * self._query_interval

    def translate(self, text, future):
        try:
            self._text_queue.put_nowait((text, future))
        except asyncio.QueueFull:
            future.set_result(None)

    async def _translate_consumer(self):
        while True:
            try:
                text, future = await self._text_queue.get()
                asyncio.ensure_future(self._translate_coroutine(text, future))
                # 频率限制
                await asyncio.sleep(self._query_interval)
            except Exception:
                logger.exception('FlowControlTranslateProvider error:')

    async def _translate_coroutine(self, text, future):
        try:
            res = await self._do_translate(text)
        except BaseException as e:
            future.set_exception(e)
        else:
            future.set_result(res)

    async def _do_translate(self, text):
        raise NotImplementedError


class TencentTranslateFree(FlowControlTranslateProvider):
    def __init__(self, query_interval, max_queue_size, source_language, target_language):
        super().__init__(query_interval, max_queue_size)
        self._source_language = source_language
        self._target_language = target_language

        self._qtv = ''
        self._qtk = ''
        self._reinit_future = None
        # 连续失败的次数
        self._fail_count = 0

    async def init(self):
        if not await super().init():
            return False
        if not await self._do_init():
            return False
        self._reinit_future = asyncio.ensure_future(self._reinit_coroutine())
        return True

    async def _do_init(self):
        try:
            async with _http_session.get('https://fanyi.qq.com/') as r:
                if r.status != 200:
                    logger.warning('TencentTranslateFree init request failed: status=%d %s', r.status, r.reason)
                    return False
                html = await r.text()

            m = re.search(r"""\breauthuri\s*=\s*['"](.+?)['"]""", html)
            if m is None:
                logger.exception('TencentTranslateFree init failed: reauthuri not found')
                return False
            reauthuri = m[1]

            async with _http_session.post('https://fanyi.qq.com/api/' + reauthuri) as r:
                if r.status != 200:
                    logger.warning('TencentTranslateFree init request failed: reauthuri=%s, status=%d %s',
                                   reauthuri, r.status, r.reason)
                    return False
                data = await r.json()
        except (aiohttp.ClientConnectionError, asyncio.TimeoutError):
            logger.exception('TencentTranslateFree init error:')
            return False

        qtv = data.get('qtv', None)
        if qtv is None:
            logger.warning('TencentTranslateFree init failed: qtv not found')
            return False
        qtk = data.get('qtk', None)
        if qtk is None:
            logger.warning('TencentTranslateFree init failed: qtk not found')
            return False

        self._qtv = qtv
        self._qtk = qtk
        return True

    async def _reinit_coroutine(self):
        try:
            while True:
                await asyncio.sleep(30)
                logger.debug('TencentTranslateFree reinit')
                asyncio.ensure_future(self._do_init())
        except asyncio.CancelledError:
            pass

    @property
    def is_available(self):
        return self._qtv != '' and self._qtk != '' and super().is_available

    async def _translate_coroutine(self, text, future):
        try:
            res = await self._do_translate(text)
        except BaseException as e:
            future.set_exception(e)
            self._on_fail()
            return
        future.set_result(res)
        if res is None:
            self._on_fail()
        else:
            self._fail_count = 0

    async def _do_translate(self, text):
        try:
            async with _http_session.post(
                'https://fanyi.qq.com/api/translate',
                headers={
                    'Referer': 'https://fanyi.qq.com/'
                },
                data={
                    'source': self._source_language,
                    'target': self._target_language,
                    'sourceText': text,
                    'qtv': self._qtv,
                    'qtk': self._qtk
                }
            ) as r:
                if r.status != 200:
                    logger.warning('TencentTranslateFree request failed: status=%d %s', r.status, r.reason)
                    return None
                data = await r.json()
        except (aiohttp.ClientConnectionError, asyncio.TimeoutError):
            return None
        if data['errCode'] != 0:
            logger.warning('TencentTranslateFree failed: %d %s', data['errCode'], data['errMsg'])
            return None
        res = ''.join(record['targetText'] for record in data['translate']['records'])
        if res == '' and text.strip() != '':
            # qtv、qtk过期
            logger.warning('TencentTranslateFree result is empty %s', data)
            return None
        return res

    def _on_fail(self):
        self._fail_count += 1
        # 目前没有测试出被ban的情况，为了可靠性，连续失败20次时冷却直到下次重新init
        if self._fail_count >= 20:
            self._cool_down()

    def _cool_down(self):
        logger.info('TencentTranslateFree is cooling down')
        # 下次_do_init后恢复
        self._qtv = self._qtk = ''
        self._fail_count = 0


class BilibiliTranslateFree(FlowControlTranslateProvider):
    def __init__(self, query_interval, max_queue_size):
        super().__init__(query_interval, max_queue_size)

    async def _do_translate(self, text):
        try:
            async with _http_session.get(
                'https://api.live.bilibili.com/av/v1/SuperChat/messageTranslate',
                params={
                    'room_id': '21396545',
                    'ruid': '407106379',
                    'parent_area_id': '9',
                    'area_id': '371',
                    'msg': text
                }
            ) as r:
                if r.status != 200:
                    logger.warning('BilibiliTranslateFree request failed: status=%d %s', r.status, r.reason)
                    return None
                data = await r.json()
        except (aiohttp.ClientConnectionError, asyncio.TimeoutError):
            return None
        if data['code'] != 0:
            logger.warning('BilibiliTranslateFree failed: %d %s', data['code'], data['msg'])
            return None
        return data['data']['message_trans']


class TencentTranslate(FlowControlTranslateProvider):
    def __init__(self, query_interval, max_queue_size, source_language, target_language,
                 secret_id, secret_key, region):
        super().__init__(query_interval, max_queue_size)
        self._source_language = source_language
        self._target_language = target_language
        self._secret_id = secret_id
        self._secret_key = secret_key
        self._region = region

        self._cool_down_timer_handle = None

    @property
    def is_available(self):
        return self._cool_down_timer_handle is None and super().is_available

    async def _do_translate(self, text):
        try:
            async with self._request_tencent_cloud(
                'TextTranslate',
                '2018-03-21',
                {
                    'SourceText': text,
                    'Source': self._source_language,
                    'Target': self._target_language,
                    'ProjectId': 0
                }
            ) as r:
                if r.status != 200:
                    logger.warning('TencentTranslate request failed: status=%d %s', r.status, r.reason)
                    return None
                data = (await r.json())['Response']
        except (aiohttp.ClientConnectionError, asyncio.TimeoutError):
            return None
        error = data.get('Error', None)
        if error is not None:
            logger.warning('TencentTranslate failed: %s %s, RequestId=%s', error['Code'],
                           error['Message'], data['RequestId'])
            self._on_fail(error['Code'])
            return None
        return data['TargetText']

    def _request_tencent_cloud(self, action, version, body):
        body_bytes = json.dumps(body).encode('utf-8')

        canonical_headers = 'content-type:application/json; charset=utf-8\nhost:tmt.tencentcloudapi.com\n'
        signed_headers = 'content-type;host'
        hashed_request_payload = hashlib.sha256(body_bytes).hexdigest()
        canonical_request = f'POST\n/\n\n{canonical_headers}\n{signed_headers}\n{hashed_request_payload}'

        request_timestamp = int(datetime.datetime.now().timestamp())
        date = datetime.datetime.utcfromtimestamp(request_timestamp).strftime('%Y-%m-%d')
        credential_scope = f'{date}/tmt/tc3_request'
        hashed_canonical_request = hashlib.sha256(canonical_request.encode('utf-8')).hexdigest()
        string_to_sign = f'TC3-HMAC-SHA256\n{request_timestamp}\n{credential_scope}\n{hashed_canonical_request}'

        def sign(key, msg):
            return hmac.new(key, msg.encode('utf-8'), hashlib.sha256).digest()

        secret_date = sign(('TC3' + self._secret_key).encode('utf-8'), date)
        secret_service = sign(secret_date, 'tmt')
        secret_signing = sign(secret_service, 'tc3_request')
        signature = hmac.new(secret_signing, string_to_sign.encode('utf-8'), hashlib.sha256).hexdigest()

        authorization = (
            f'TC3-HMAC-SHA256 Credential={self._secret_id}/{credential_scope}, '
            f'SignedHeaders={signed_headers}, Signature={signature}'
        )

        headers = {
            'Authorization': authorization,
            'Content-Type': 'application/json; charset=utf-8',
            'X-TC-Action': action,
            'X-TC-Version': version,
            'X-TC-Timestamp': str(request_timestamp),
            'X-TC-Region': self._region
        }

        return _http_session.post('https://tmt.tencentcloudapi.com/', headers=headers, data=body_bytes)

    def _on_fail(self, code):
        if self._cool_down_timer_handle is not None:
            return

        sleep_time = 0
        if code == 'FailedOperation.NoFreeAmount':
            # 下个月恢复免费额度
            cur_time = datetime.datetime.now()
            year = cur_time.year
            month = cur_time.month + 1
            if month > 12:
                year += 1
                month = 1
            next_month_time = datetime.datetime(year, month, 1, minute=5)
            sleep_time = (next_month_time - cur_time).total_seconds()
            # Python 3.8之前不能超过一天
            sleep_time = min(sleep_time, 24 * 60 * 60 - 1)
        elif code in ('FailedOperation.ServiceIsolate', 'LimitExceeded'):
            # 需要手动处理，等5分钟
            sleep_time = 5 * 60
        if sleep_time != 0:
            self._cool_down_timer_handle = asyncio.get_event_loop().call_later(
                sleep_time, self._on_cool_down_timeout
            )

    def _on_cool_down_timeout(self):
        self._cool_down_timer_handle = None


class BaiduTranslate(FlowControlTranslateProvider):
    def __init__(self, query_interval, max_queue_size, source_language, target_language,
                 app_id, secret):
        super().__init__(query_interval, max_queue_size)
        self._source_language = source_language
        self._target_language = target_language
        self._app_id = app_id
        self._secret = secret

        self._cool_down_timer_handle = None

    @property
    def is_available(self):
        return self._cool_down_timer_handle is None and super().is_available

    async def _do_translate(self, text):
        try:
            async with _http_session.post(
                'https://fanyi-api.baidu.com/api/trans/vip/translate',
                data=self._add_sign({
                    'q': text,
                    'from': self._source_language,
                    'to': self._target_language,
                    'appid': self._app_id,
                    'salt': random.randint(1, 999999999)
                })
            ) as r:
                if r.status != 200:
                    logger.warning('BaiduTranslate request failed: status=%d %s', r.status, r.reason)
                    return None
                data = await r.json()
        except (aiohttp.ClientConnectionError, asyncio.TimeoutError):
            return None
        error_code = data.get('error_code', None)
        if error_code is not None:
            logger.warning('BaiduTranslate failed: %s %s', error_code, data['error_msg'])
            self._on_fail(error_code)
            return None
        return ''.join(result['dst'] for result in data['trans_result'])

    def _add_sign(self, data):
        str_to_sign = f"{self._app_id}{data['q']}{data['salt']}{self._secret}"
        sign = hashlib.md5(str_to_sign.encode('utf-8')).hexdigest()
        return {**data, 'sign': sign}

    def _on_fail(self, code):
        if self._cool_down_timer_handle is not None:
            return

        sleep_time = 0
        if code == '54004':
            # 账户余额不足，需要手动处理，等5分钟
            sleep_time = 5 * 60
        if sleep_time != 0:
            self._cool_down_timer_handle = asyncio.get_event_loop().call_later(
                sleep_time, self._on_cool_down_timeout
            )

    def _on_cool_down_timeout(self):
        self._cool_down_timer_handle = None