Пример #1
0
class FeedPrice(object):
    def __init__(self, config=None):
        self.exchange_data = {}
        self.init_config(config)
        self.bts_price = BTSPriceAfterMatch(self.exchange_data)
        self.bts_price.callback = self.change_weight
        self.bts_price.set_weight(self.config["market_weight"])
        self.init_tasks()
        self.magicwallet = Magicwallet(self.config["magicwalletkey"])

        self.setup_log()
        self.init_mpa_info()
        self.magicrate = None
        self.sample = self.config["price_limit"]["filter_minute"] / \
            self.config["timer_minute"]
        if self.sample < 1:
            self.sample = 1
        # don't need feedapi if not witness
        if self.config["witness"]:
            self.feedapi = FeedApi(config)
        else:
            self.feedapi = None
        self.filter_price = None
        if 'alias' in self.config:
            self.alias = self.config['alias']
        else:
            self.alias = {}

    def init_config(self, config):
        if config:
            self.config = config
            return
        config = {}
        config["witness"] = None
        config["pusher"] = {"enable": 0, "user": "", "password": ""}
        config["timer_minute"] = 3
        config["price_limit"] = {
            "change_min": 0.5,
            "change_max": 50,
            "spread": 0.01,
            "filter_minute": 30
        }
        config["market_weight"] = {
            "btsbots_cny": 0.5,
            "btsbots_usd": 0.5,
            "btsbots_open.btc": 1,
            "poloniex_btc": 1,
            "yunbi_cny": 1,
            "btc38_cny": 1,
            "chbtc_cny": 1
        }

        self.config = config

    def init_tasks(self):
        loop = asyncio.get_event_loop()
        # init task_exchanges
        task_exchanges = TaskExchanges(self.exchange_data,
                                       self.config["magicwalletkey"])
        task_exchanges.set_period(int(self.config["timer_minute"]) * 60)

        # init task_pusher
        if self.config["pusher"]["enable"]:
            topic = "bts.exchanges"
            login_info = None
            if self.config["pusher"]["user"]:
                login_info = self.config["pusher"]
            task_pusher = TaskPusher(self.exchange_data)
            task_pusher.topic = topic
            task_pusher.set_expired(self.config["timer_minute"] * 60 + 30)
            if "publish" in self.config["pusher"]:

                def publish_data(_type, _name, _data):
                    # print("publish: %s %s" % (_type, _name))
                    task_pusher.pusher.publish(topic, _type, _name, _data)

                task_exchanges.handler = publish_data
            task_pusher.run_tasks(loop, login_info)

        task_exchanges.run_tasks(loop)

    def setup_log(self):
        # Setting up Logger
        self.logger = logging.getLogger('bts')
        self.logger.setLevel(logging.INFO)
        formatter = logging.Formatter(
            '%(asctime)s[%(levelname)s]: %(message)s')
        fh = logging.handlers.RotatingFileHandler("/tmp/bts_delegate_task.log")
        fh.setFormatter(formatter)
        self.logger.addHandler(fh)

    def init_mpa_info(self):
        peg_asset_list = [
            "KRW", "BTC", "SILVER", "GOLD", "TRY", "SGD", "HKD", "RUB", "SEK",
            "NZD", "CNY", "MXN", "CAD", "CHF", "AUD", "GBP", "JPY", "EUR",
            "USD", "SHENZHEN", "NASDAQC", "NIKKEI", "HANGSENG", "SHANGHAI",
            "TCNY", "TUSD", "ARS"
        ]
        self.price_queue = {}
        for asset in peg_asset_list:
            self.price_queue[asset] = []
        self.time_publish_feed = 0
        self.adjust_scale = 1.00

    def change_weight(self, orderbook):
        for order_type in self.bts_price.order_types:
            for market in orderbook:
                if market not in self.config["market_weight"]:
                    _weight = 0.0
                else:
                    _weight = self.config["market_weight"][market]
                for _order in orderbook[market][order_type]:
                    _order[1] *= _weight

    def get_bts_price(self):
        # calculate real price
        volume, volume_sum, real_price = self.bts_price.compute_price(
            spread=self.config["price_limit"]["spread"])
        if real_price is None:
            return real_price, volume
        self.valid_depth = self.bts_price.get_valid_depth(
            price=real_price, spread=self.config["price_limit"]["spread"])
        self.logger.info("fetch price is %.5f CNY/BTS, volume is %.3f",
                         real_price, volume)
        self.logger.info("efficent depth : %s" % self.valid_depth)
        return real_price, volume

    # these MPA's precision is 100, it's too small,
    # have to change the price
    # but we should fixed these at BTS2.0
    def patch_nasdaqc(self, price):
        if "SHENZHEN" in price:
            price["SHENZHEN"] /= price["CNY"]
        if "SHANGHAI" in price:
            price["SHANGHAI"] /= price["CNY"]
        if "NASDAQC" in price:
            price["NASDAQC"] /= price["USD"]
        if "NIKKEI" in price:
            price["NIKKEI"] /= price["JPY"]
        if "HANGSENG" in price:
            price["HANGSENG"] /= price["HKD"]

    def price_filter(self, bts_price_in_cny):
        price_mode = self.config["price_mode"]
        if price_mode == 1:
            self.filter_price = self.get_average_price(bts_price_in_cny)
        elif price_mode == 2:
            self.filter_price = self.get_median_price(bts_price_in_cny)
        else:
            self.filter_price = self.get_max_price(bts_price_in_cny)

    def get_median_price(self, bts_price_in_cny):
        median_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or \
                    self.bts_price.rate_cny[asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            median_price[asset] = sorted(self.price_queue[asset])[int(
                len(self.price_queue[asset]) / 2)]
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in median_price:
                median_price[asset] = median_price[alias]
        self.patch_nasdaqc(median_price)
        return median_price

    def get_max_price(self, bts_price_in_cny):
        max_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or \
                    self.bts_price.rate_cny[asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            max_price[asset] = sorted(
                self.price_queue[asset])[int(len(self.price_queue[asset]) - 1)]
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in max_price:
                max_price[asset] = max_price[alias]
        self.patch_nasdaqc(max_price)
        return max_price

    def get_average_price(self, bts_price_in_cny):
        average_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or \
                    self.bts_price.rate_cny[asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            average_price[asset] = sum(self.price_queue[asset]) / len(
                self.price_queue[asset])
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in average_price:
                average_price[asset] = average_price[alias]
        self.patch_nasdaqc(average_price)
        return average_price

    def display_depth(self, volume):
        t = PrettyTable(
            ["market", "bid price", "bid_volume", "ask price", "ask_volume"])
        t.align = 'r'
        t.border = True
        for market in sorted(self.valid_depth):
            _bid_price = "%.8f" % self.valid_depth[market]["bid_price"]
            _bid_volume = "{:,.0f}".format(
                self.valid_depth[market]["bid_volume"])
            _ask_price = "%.8f" % self.valid_depth[market]["ask_price"]
            _ask_volume = "{:,.0f}".format(
                self.valid_depth[market]["ask_volume"])
            t.add_row(
                [market, _bid_price, _bid_volume, _ask_price, _ask_volume])
        print(t.get_string())

    def display_price(self):
        price_mode = self.config["price_mode"]
        t = PrettyTable([
            "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
            "max(/BTS)", "max(BTS/)", "my feed"
        ])
        if price_mode == 1:
            t = PrettyTable([
                "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
                "average(/BTS)", "average(BTS/)", "my feed"
            ])
        elif price_mode == 2:
            t = PrettyTable([
                "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
                "median(/BTS)", "median(BTS/)", "my feed"
            ])
        t.align = 'r'
        t.border = True
        for asset in sorted(self.filter_price):
            if asset in self.alias:
                _alias = self.alias[asset]
            else:
                _alias = asset
            _rate_cny = "%.3f" % (self.bts_price.rate_cny[_alias])
            _price_bts1 = "%.8f" % self.price_queue[_alias][-1]
            _price_bts2 = "%.3f" % (1 / self.price_queue[_alias][-1])
            _median_bts1 = "%.8f" % self.filter_price[_alias]
            _median_bts2 = "%.3f" % (1 / self.filter_price[_alias])
            if self.feedapi and self.feedapi.my_feeds and \
                    asset in self.feedapi.my_feeds:
                _my_feed = "%.8f" % self.feedapi.my_feeds[asset]["price"]
            else:
                _my_feed = 'x'
            t.add_row([
                asset, _rate_cny, _price_bts1, _price_bts2, _median_bts1,
                _median_bts2, _my_feed
            ])
        print(t.get_string())

    def task_get_price(self):
        bts_price, volume = self.get_bts_price()
        if bts_price is None or volume <= 0.0:
            return
        self.price_filter(bts_price)
        os.system("clear")
        cur_t = time.strftime("%Y/%m/%d %H:%M:%S", time.localtime(time.time()))
        print("[%s] efficent price: %.5f CNY/BTS, depth: %s BTS" %
              (cur_t, bts_price, "{:,.0f}".format(volume)))
        self.display_depth(volume)
        print()
        self.display_price()

    def check_publish(self, asset_list, my_feeds, real_price):
        need_publish = {}
        for asset in asset_list:
            if asset not in real_price:
                continue
            if self.config["price_limit"][
                    "check_blackswan"] == 1 and self.feedapi.is_blackswan(
                        asset):
                continue
            if asset not in my_feeds:
                need_publish[asset] = real_price[asset]
                continue
            change = fabs(my_feeds[asset]["price"] - real_price[asset]) * \
                100.0 / my_feeds[asset]["price"]
            if change >= self.config["price_limit"]["change_max"]:
                continue
            if asset not in my_feeds:
                need_publish[asset] = real_price[asset]
                continue
            if time.time() - my_feeds[asset]["timestamp"] > \
                    self.feedapi.asset_info[asset]["feed_lifetime_sec"] - 600:
                need_publish[asset] = real_price[asset]
                continue
            if change > self.config["price_limit"]["change_min"]:
                need_publish[asset] = real_price[asset]
                continue
        return need_publish

    def price_add_by_magicwallet(self, real_price):
        ready_publish = {}
        self.magicrate = self.bts_price.get_magic_rate()
        mrate = self.config["maigcwalletrate"]
        print("计算公式为 原有价格*(1+(%s-1)*%s))" % (self.magicrate, mrate))
        for oneprice in real_price:
            ready_publish[oneprice] = real_price[oneprice] * (
                1 + (self.magicrate - 1) * mrate)
        print(real_price)
        if ready_publish:
            return ready_publish
        else:
            return real_price

    def price_negative_feedback(self, price):
        ready_publish = {}
        self.magicrate = self.bts_price.get_magic_rate()
        fmax = self.config["negative_feedback_max"]
        fmin = self.config["negative_feedback_min"]
        tmp = (1 - self.magicrate)**self.config["price_coefficient"]
        tmp = min(tmp, fmax)
        tmp = max(tmp, fmin)
        if tmp == 0:
            tmp = 1
        else:
            tmp = 1 + tmp
        print("premium:%s" % (tmp))
        for oneprice in price:
            ready_publish[oneprice] = price[oneprice] * tmp
        print(price)
        if ready_publish:
            return ready_publish
        else:
            return price

    def task_publish_price(self):
        nf = self.config["negative_feedback"]
        if nf == 1:
            self.filter_price = self.price_negative_feedback(self.filter_price)
        else:
            self.filter_price = self.price_add_by_magicwallet(
                self.filter_price)
        print(self.filter_price)
        if not self.config["witness"]:
            return
        self.feedapi.fetch_feed()
        feed_need_publish = self.check_publish(
            self.feedapi.asset_list + list(self.alias), self.feedapi.my_feeds,
            self.filter_price)
        if feed_need_publish:
            self.logger.info("publish feeds: %s" % feed_need_publish)
            self.feedapi.publish_feed(feed_need_publish)

    @asyncio.coroutine
    def run_task(self):
        config_timer = int(self.config["timer_minute"]) * 60
        while True:
            try:
                self.task_get_price()
                if self.filter_price:
                    self.task_publish_price()
            except Exception as e:
                print(e)
                self.logger.exception(e)
            if self.filter_price:
                timer = config_timer
            else:
                timer = 3
            yield from asyncio.sleep(timer)

    def execute(self):
        loop = asyncio.get_event_loop()
        loop.create_task(self.run_task())
        loop.run_forever()
        loop.close()
Пример #2
0
class FeedPrice(object):
    def __init__(self, config=None):
        self.exchange_data = {}
        self.init_config(config)
        self.bts_price = BTSPriceAfterMatch(self.exchange_data, self.config)
        self.bts_price.callback = self.change_weight
        self.bts_price.set_weight(self.config["market_weight"])
        self.init_tasks()

        self.setup_log()
        self.init_mpa_info()
        self.magicrate = None
        self.sample = self.config["price_limit"]["filter_minute"] / \
            self.config["timer_minute"]
        if self.sample < 1:
            self.sample = 1
        # don't need feedapi if not witness
        if self.config["witness"]:
            self.feedapi = FeedApi(config)
        else:
            self.feedapi = None
        self.filter_price = None
        if 'alias' in self.config:
            self.alias = self.config['alias']
        else:
            self.alias = {}
        self.lastrate = self.config["negative_feedback_rate"]

    def init_config(self, config):
        if config:
            self.config = config
            return
        config = {}
        config["witness"] = None
        config["pusher"] = {"enable": 0, "user": "", "password": ""}
        config["timer_minute"] = 3
        config["price_limit"] = {
            "change_min": 0.5,
            "change_max": 50,
            "spread": 0.01,
            "filter_minute": 30
        }
        config["market_weight"] = {
            "btsbots_cny": 0.5,
            "btsbots_usd": 0.5,
            "btsbots_open.btc": 1,
            "poloniex_btc": 1,
            "yunbi_cny": 1,
            "btc38_cny": 1,
            "chbtc_cny": 1
        }

        self.config = config

    def init_tasks(self):
        loop = asyncio.get_event_loop()
        # init task_exchanges
        task_exchanges = TaskExchanges(self.exchange_data, self.config)
        task_exchanges.set_period(int(self.config["timer_minute"]) * 60)

        # init task_pusher
        if self.config["pusher"]["enable"]:
            topic = "bts.exchanges"
            login_info = None
            if self.config["pusher"]["user"]:
                login_info = self.config["pusher"]
            task_pusher = TaskPusher(self.exchange_data)
            task_pusher.topic = topic
            task_pusher.set_expired(self.config["timer_minute"] * 60 + 30)
            if "publish" in self.config["pusher"]:

                def publish_data(_type, _name, _data):
                    # print("publish: %s %s" % (_type, _name))
                    task_pusher.pusher.publish(topic, _type, _name, _data)

                task_exchanges.handler = publish_data
            task_pusher.run_tasks(loop, login_info)

        task_exchanges.run_tasks(loop)

        # init delegate task
        if "delegate" in self.config and len(
                self.config['delegate']['keys']) > 1:
            task_delegate = Delegate(self.config)
            task_delegate.run_tasks(loop)

    def setup_log(self):
        # Setting up Logger
        self.logger = logging.getLogger('bts')
        self.logger.setLevel(logging.INFO)
        formatter = logging.Formatter(
            '%(asctime)s[%(levelname)s]: %(message)s')
        fh = logging.handlers.RotatingFileHandler("/tmp/bts_delegate_task.log")
        fh.setFormatter(formatter)
        self.logger.addHandler(fh)

    def init_mpa_info(self):
        peg_asset_list = [
            "KRW", "BTC", "SILVER", "GOLD", "HKD", "RUB", "CNY", "CAD", "AUD",
            "GBP", "JPY", "EUR", "USD", "SHENZHEN", "NASDAQC", "NIKKEI",
            "HANGSENG", "SHANGHAI", "TCNY", "TUSD"
        ]
        self.price_queue = {}
        for asset in peg_asset_list:
            self.price_queue[asset] = []
        self.time_publish_feed = 0
        self.adjust_scale = 1.00

    def change_weight(self, orderbook):
        for order_type in self.bts_price.order_types:
            for market in orderbook:
                if market not in self.config["market_weight"]:
                    _weight = 0.0
                else:
                    _weight = self.config["market_weight"][market]
                for _order in orderbook[market][order_type]:
                    _order[1] *= _weight

    def get_bts_price(self):
        # calculate real price
        volume, volume_sum, real_price = self.bts_price.compute_price(
            spread=self.config["price_limit"]["spread"])
        if real_price is None:
            return real_price, volume
        self.valid_depth = self.bts_price.get_valid_depth(
            price=real_price, spread=self.config["price_limit"]["spread"])
        self.logger.info("fetch price is %.5f CNY/BTS, volume is %.3f",
                         real_price, volume)
        self.logger.info("efficent depth : %s" % self.valid_depth)
        return real_price, volume

    # these MPA's precision is 100, it's too small,
    # have to change the price
    # but we should fixed these at BTS2.0
    def patch_nasdaqc(self, price):
        if "SHENZHEN" in price:
            price["SHENZHEN"] /= price["CNY"]
        if "SHANGHAI" in price:
            price["SHANGHAI"] /= price["CNY"]
        if "NASDAQC" in price:
            price["NASDAQC"] /= price["USD"]
        if "NIKKEI" in price:
            price["NIKKEI"] /= price["JPY"]
        if "HANGSENG" in price:
            price["HANGSENG"] /= price["HKD"]

    def price_filter(self, bts_price_in_cny):
        price_mode = self.config["price_mode"]
        if price_mode == 1:
            self.filter_price = self.get_average_price(bts_price_in_cny)
        elif price_mode == 2:
            self.filter_price = self.get_median_price(bts_price_in_cny)
        else:
            self.filter_price = self.get_max_price(bts_price_in_cny)
        # print("self.filter_price: ",self.filter_price)

    def get_median_price(self, bts_price_in_cny):
        median_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or self.bts_price.rate_cny[
                    asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            median_price[asset] = sorted(self.price_queue[asset])[int(
                len(self.price_queue[asset]) / 2)]
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in median_price:
                median_price[asset] = median_price[alias]
        self.patch_nasdaqc(median_price)
        return median_price

    def get_max_price(self, bts_price_in_cny):
        max_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or \
                    self.bts_price.rate_cny[asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            max_price[asset] = sorted(
                self.price_queue[asset])[int(len(self.price_queue[asset]) - 1)]
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in max_price:
                max_price[asset] = max_price[alias]
        self.patch_nasdaqc(max_price)
        return max_price

    def get_average_price(self, bts_price_in_cny):
        average_price = {}
        for asset in self.price_queue:
            if asset not in self.bts_price.rate_cny or \
                    self.bts_price.rate_cny[asset] is None:
                continue
            self.price_queue[asset].append(bts_price_in_cny /
                                           self.bts_price.rate_cny[asset])
            if len(self.price_queue[asset]) > self.sample:
                self.price_queue[asset].pop(0)
            average_price[asset] = sum(self.price_queue[asset]) / len(
                self.price_queue[asset])
        for asset in list(self.alias):
            alias = self.alias[asset]
            if alias in average_price:
                average_price[asset] = average_price[alias]
        self.patch_nasdaqc(average_price)
        return average_price

    def display_depth(self, volume):
        t = PrettyTable(
            ["market", "bid price", "bid_volume", "ask price", "ask_volume"])
        t.align = 'r'
        t.border = True
        for market in sorted(self.valid_depth):
            _bid_price = "%.8f" % self.valid_depth[market]["bid_price"]
            _bid_volume = "{:,.0f}".format(
                self.valid_depth[market]["bid_volume"])
            _ask_price = "%.8f" % self.valid_depth[market]["ask_price"]
            _ask_volume = "{:,.0f}".format(
                self.valid_depth[market]["ask_volume"])
            t.add_row(
                [market, _bid_price, _bid_volume, _ask_price, _ask_volume])
        print(t.get_string())

    def display_price(self):
        price_mode = self.config["price_mode"]
        t = PrettyTable([
            "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
            "max(/BTS)", "max(BTS/)", "my feed"
        ])
        if price_mode == 1:
            t = PrettyTable([
                "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
                "average(/BTS)", "average(BTS/)", "my feed"
            ])
        elif price_mode == 2:
            t = PrettyTable([
                "asset", "rate(CNY/)", "current(/BTS)", "current(BTS/)",
                "median(/BTS)", "median(BTS/)", "my feed"
            ])
        t.align = 'r'
        t.border = True
        for asset in sorted(self.filter_price):
            if asset in self.alias:
                _alias = self.alias[asset]
            else:
                _alias = asset
            if _alias in self.bts_price.rate_cny:
                _rate_cny = "%.3f" % (self.bts_price.rate_cny[_alias])
            else:
                _rate_cny = "%.3f" % (self.bts_price.rate_cny[_alias.replace(
                    "1.0", "")])
            if _alias in self.price_queue:
                _price_bts1 = "%.8f" % self.price_queue[_alias][-1]
                _price_bts2 = "%.3f" % (1 / self.price_queue[_alias][-1])
            else:
                _alias_source = _alias.replace("1.0", "")
                _price_bts1 = "%.8f" % self.price_queue[_alias_source][-1]
                _price_bts2 = "%.3f" % (1 /
                                        self.price_queue[_alias_source][-1])
            _median_bts1 = "%.8f" % self.filter_price[_alias]
            _median_bts2 = "%.3f" % (1 / self.filter_price[_alias])
            if self.feedapi and self.feedapi.my_feeds and asset in self.feedapi.my_feeds:
                _my_feed = "%.8f" % self.feedapi.my_feeds[asset]["price"]
            else:
                _my_feed = 'x'
            t.add_row([
                asset, _rate_cny, _price_bts1, _price_bts2, _median_bts1,
                _median_bts2, _my_feed
            ])
        print(t.get_string())
        #print("display_price:",sorted(self.filter_price))

    def task_get_price(self):
        bts_price, volume = self.get_bts_price()
        if bts_price is None or volume <= 0.0:
            # print("task_get_price:return")
            return

        self.price_filter(bts_price)
        #if "GCNY" in self.feedapi.asset_list:
        #    self.filter_price["GCNY"] = btc_price
        #    self.price_queue["GCNY"][0] = btc_price
        os.system("clear")
        cur_t = time.strftime("%Y/%m/%d %H:%M:%S", time.localtime(time.time()))
        print("[%s] efficent price: %.5f CNY/BTS, depth: %s BTS" %
              (cur_t, bts_price, "{:,.0f}".format(volume)))
        self.display_depth(volume)
        print()
        self.display_price()

    def check_publish(self, asset_list, my_feeds, real_price):
        need_publish = {}

        # check witness
        wit_list = self.feedapi.get_active_wits()
        active_wit = self.feedapi.witnessID in wit_list
        # print("check_publish:",active_wit,self.feedapi.approve_assets)
        for asset in asset_list:
            if asset in self.config['force_asset']:
                need_publish[asset] = real_price[asset]
                continue
            if asset not in real_price:
                continue
            if self.config["price_limit"][
                    "check_blackswan"] == 1 and self.feedapi.is_blackswan(
                        asset):
                continue
            if self.feedapi.is_com_wit_feed(asset) and not active_wit:
                continue
            if asset not in self.feedapi.approve_assets:
                continue
            change = fabs(my_feeds[asset]["price"] -
                          real_price[asset]) * 100.0 / my_feeds[asset]["price"]
            if change >= self.config["price_limit"]["change_max"]:
                continue
            if change < self.config["price_limit"]["change_min"]:
                continue
            if asset not in my_feeds:
                need_publish[asset] = real_price[asset]
                continue
            if time.time(
            ) - my_feeds[asset]["timestamp"] > self.feedapi.asset_info[asset][
                    "feed_lifetime_sec"] - 600:
                need_publish[asset] = real_price[asset]
                continue
            need_publish[asset] = real_price[asset]

        #print("check_publish:",need_publish)
        return need_publish

    def price_add_by_black(self, real_price):
        ready_publish = {}
        for oneprice in real_price:
            custom = None
            if oneprice in self.config['asset_config']:
                custom = self.config['asset_config'][oneprice]
            # print("real_price[oneprice]: ",oneprice, real_price[oneprice])
            if custom and "black_min" in custom:
                minr = custom["black_min"]
                if minr != 0:
                    b_price = self.feedapi.fetch_black_price(oneprice)
                    if real_price[oneprice] <= b_price:
                        ready_publish[oneprice] = b_price * minr
                    else:
                        ready_publish[oneprice] = real_price[oneprice]
                else:
                    ready_publish[oneprice] = real_price[oneprice]
            else:
                ready_publish[oneprice] = real_price[oneprice]

        #print("price_add_by_black:",ready_publish)
        if ready_publish:
            return ready_publish
        else:
            return real_price

    def price_negative_feedback(self, price):
        ready_publish = {}
        self.magicrate = self.bts_price.get_magic_rate()
        print("magicrate:%.8f" % (self.magicrate))
        print("premium:%.8f" % (1 - self.magicrate))
        print("lastrate:%.8f" % (self.lastrate))
        fmax = self.config["negative_feedback_max"]
        fmin = self.config["negative_feedback_min"]
        # frate = self.config["negative_feedback_rate"]
        rate = (1 - self.magicrate) * self.config["price_coefficient"]
        rate = self.lastrate - rate
        rate = max(rate, fmin)
        rate = min(rate, fmax)
        self.lastrate = rate
        print("newrate:%.8f" % (self.lastrate))
        if rate == 0:
            self.lastrate = self.config["negative_feedback_rate"]
            rate = 1
        else:
            rate = 1 + rate
        for oneprice in price:
            if oneprice == "CNY":
                ready_publish[oneprice] = price[oneprice] * rate
            else:
                ready_publish[oneprice] = price[oneprice]
        #print(price)
        if ready_publish:
            return ready_publish
        else:
            return price

    def get_asset_config(self, symbol):
        cnf = self.config['asset_config']['default']
        if symbol in self.config['asset_config']:
            tmp = self.config['asset_config'][symbol]
            for k in tmp.keys():
                cnf[k] = tmp[k]
        return cnf

    def proc_baip2(self, ):
        d_path = "./baip2.data.json"
        price_data = {}
        if Path(d_path).is_file():
            datafile = open(d_path, "r")
            price_data = json.load(datafile)
        max_item = int(60 / self.config['timer_minute'] * 48)
        # print(max_item)
        for symbol in self.filter_price:
            if self.get_asset_config(symbol)['use_baip2'] <= 0:
                if symbol in price_data:
                    price_data.pop(symbol)
                continue
            if symbol in price_data:
                p = 0
                c = len(price_data[symbol])
                for price in price_data[symbol]:
                    p += price
                po = p / c
                last_p = self.filter_price[symbol]
                self.filter_price[symbol] = max(last_p, po)
                if c >= max_item:
                    tmp = price_data[symbol][1:]
                    tmp.append(last_p)
                    price_data[symbol] = tmp
                else:
                    price_data[symbol].append(last_p)
            else:
                price_data[symbol] = [self.filter_price[symbol]]
        with open(d_path, "w") as f:
            json.dump(price_data, f)

    def task_publish_price(self):
        nf = self.config["negative_feedback"]
        if nf == 1:
            self.filter_price = self.price_negative_feedback(self.filter_price)
        elif nf == 2:
            self.filter_price = self.price_add_by_black(self.filter_price)

        #print("task_publish_price:",self.filter_price)
        if not self.config["witness"]:
            return
        self.feedapi.fetch_feed()
        # self.proc_baip2()
        btscny = self.filter_price["CNY"]
        # print("task_publish_price",self.filter_price)
        feed_need_publish = self.check_publish(
            self.feedapi.asset_list + list(self.alias), self.feedapi.my_feeds,
            self.filter_price)

        if len(feed_need_publish) > 0:
            self.logger.info("publish feeds: %s" % feed_need_publish)
            self.feedapi.publish_feed(feed_need_publish, btscny)
            print("Price feed completed.")
        else:
            print("No price feed.")

    @asyncio.coroutine
    def run_task(self):
        config_timer = int(self.config["timer_minute"]) * 60
        try:
            while True:
                self.task_get_price()
                #print("run_task:",self.filter_price)
                if self.filter_price:
                    self.task_publish_price()
                if self.filter_price:
                    timer = config_timer
                else:
                    timer = 3
                yield from asyncio.sleep(timer)
        except Exception as e:
            print("Error: ", e)

    def execute(self):
        loop = asyncio.get_event_loop()
        loop.create_task(self.run_task())
        loop.run_forever()