xyzshop/plot/refill/MerchantCovRatioPainter.py

from .DataStream import EMchPosmap as pos_map, span_days, time_border, calc_interval
from .MerchantReader import MerchantReader
from .MerchantPainter import MerchantPainter, allpathes
from matplotlib.figure import Figure
from matplotlib import ticker
from io import BytesIO
import numpy as np
from .algorithm import calc_cov_mchratios
import time as time

import logging
logger = logging.getLogger('MerchantCovRatioPainter')

class MerchantCovRatioPainter(MerchantPainter):
    def __init__(self, start_time: int, end_time: int, mchids: set = None, card_types: set = None, spec: int = None, filter_wave: int = None):
        self._reader = MerchantReader()
        filter_wave = filter_wave or 3600
        self._mchids, self._card_types, self._spec, self._filter_wave = mchids, card_types, spec, filter_wave
        days, self._start_time, self._end_time, self._interval = self.calc_time(self._reader, start_time, end_time)
        pass

    def paint(self):
        reader = self._reader
        days, _start_time, _end_time, _interval = self.calc_time(self._reader, self._start_time - self._filter_wave, self._end_time)
        if len(days) == 0:
            return BytesIO()

        tuple_pathes = self._reader.many_tuple_path(days, self._mchids, self._card_types, self._spec)
        gen = allpathes(reader, tuple_pathes, days, self._spec)
        day_stamp = days[0]

        fig_create, fig_flush = self._fig_funs()
        ax, fig = fig_create()

        x = np.array([d - self._start_time for d in range(self._start_time, self._end_time)])
        window = np.ones(self._filter_wave)

        left_len = self._start_time - _start_time
        right_len = _end_time - self._end_time

        mchid_ratios = []
        for _mchid, _card_type, _spec, _data in gen:
            succ, count, y = calc_cov_mchratios(_data, pos_map, _start_time - day_stamp, _end_time - day_stamp, window, left_len, right_len)
            label, ratio = self._label(chname=_mchid, succ=succ, count=count, card_type=_card_type, spec=_spec)
            ax.plot(x, y, ls='-', label=label)
            if _card_type is None and _spec is None and type(_mchid) is int:
                mchid_ratios.append((_mchid, ratio))

        xticks = self.calc_xticks(self._start_time, self._end_time, self._interval)
        xlables = [time.strftime('%d-%H:%M:%S', time.localtime(d + self._start_time)) for d in xticks]
        buf = fig_flush(ax, fig, xticks=xticks, xlables=xlables)

        mchid_ratios = sorted(mchid_ratios, key=lambda x: (x[1], x[0]), reverse=True)
        result = []
        for mchid,ratio in mchid_ratios:
            result.append(f'{mchid}:{ratio}')

        return buf, result