In [13]:
import pandas as pd
data = """
股价高于五日均线; 收盘价(前复权)>5日均线;
今年净利润少于去年净利润; 今年净利润<去年净利润;
开盘价等于最低价的大于等于10%; (开盘价/最低价)大于等于10%;
股价高于五日均线10元; (收盘价(前复权)-5日均线)>10元;
股价大于等于五日均线10元; (收盘价(前复权)-5日均线)>=10元;
股价高于五日均线等于10元; (收盘价(前复权)-5日均线)=10元;
股价低于五日均线10元; (收盘价(前复权)-5日均线)<10元;
股价小于等于五日均线10元; (收盘价(前复权)-5日均线)<=10元;
股价低于五日均线小于等于10元; (5日均线-收盘价(前复权))<=10元大于0;
股价低于五日均线大于等于10元; (5日均线-收盘价(前复权))>=10元;
股价高于五日均线贴近10元; (收盘价(前复权)-5日均线)贴近10元;
股价高于五日均线10%; (收盘价(前复权)-5日均线)/5日均线>10%;
股价大于等于五日均线10%; (收盘价(前复权)-5日均线)/5日均线>=10%;
股价小于等于五日均线10%; (收盘价(前复权)-5日均线)/5日均线<=10%;
股价低于五日均线的10%; (收盘价(前复权)/5日均线)<10%;
股价小于等于五日均线的10%; (收盘价(前复权)/5日均线)<=10%;
股价低于五日均线达贴近10; (5日均线-收盘价(前复权))贴近10;
股价低于五日均线小于等于10%; (5日均线-收盘价(前复权))/5日均线<=10%大于0;
股价高于五日均线达小于等于10; (收盘价(前复权)-5日均线)<=10大于0;
股价低于五日均线达大于等于10%; (5日均线-收盘价(前复权))/5日均线>=10%;
股价低于五日均线大于10%小于20%; (5日均线-收盘价(前复权))/5日均线>10%<20%;
股价低于五日均线小于20%大于10%; (5日均线-收盘价(前复权))/5日均线<20%>10%;
股价比五日均线高; (收盘价(前复权)-5日均线)大于0;
股价比五日均线低; (5日均线-收盘价(前复权))大于0;
股价比五日均线高10; (收盘价(前复权)-5日均线)大于10;
股价比五日均线低10%; (5日均线-收盘价(前复权))/5日均线大于10%;
股价比五日均线高贴近10%; (收盘价(前复权)-5日均线)/5日均线贴近10%;
股价比五日均线高大于等于10; (收盘价(前复权)-5日均线)>=10;
股价比五日均线低小于等于10; (5日均线-收盘价(前复权))<=10大于0;
股价比五日均线高大于等于10%; (收盘价(前复权)-5日均线)/5日均线>=10%;
股价比五日均线低小于等于10%; (5日均线-收盘价(前复权))/5日均线<=10%大于0;
股价比五日均线低大于10%小于20%; (5日均线-收盘价(前复权))/5日均线>10%<20%;
股价比五日均线低小于20%大于10%; (5日均线-收盘价(前复权))/5日均线<20%>10%;
今天股价比昨天股价的15%高; (今天收盘价(前复权)/昨天收盘价(前复权))大于15%;
今年净利润比去年净利润的10%少; (今年净利润/去年净利润)小于10%;
今年股价比五日均线的33%大; (今年收盘价(前复权)/5日均线)大于33%;
股价与5日均线的比值大于120%; 收盘价(前复权)与5日均线的比值>120%;
股价与5日均线的比小于1; 收盘价(前复权)与5日均线的比<1;
股价与5日均线的比率不超过4.2; 收盘价(前复权)与5日均线的比率<=4.2;
股价与5日均线的比率贴近11; 收盘价(前复权)与5日均线的比率贴近11;
股价与5日均线的比率等于20%; 收盘价(前复权)与5日均线的比率=20%;
股价与5日均线的比率等于50; 收盘价(前复权)与5日均线的比率=50;
股价与5日均线的比率大于50%小于70%; 收盘价(前复权)与5日均线的比率>50%<70%;
股价与5日均线的比率小于70%大于50%; 收盘价(前复权)与5日均线的比率<70%>50%;
今日股价较昨日股价大幅高; (今日收盘价(前复权)-昨日收盘价(前复权))大于0且(今日收盘价(前复权)-昨日收盘价(前复权))/昨日收盘价(前复权)从大到小前50;
今日股价较昨日股价大幅低; (昨日收盘价(前复权)-今日收盘价(前复权))大于0且(昨日收盘价(前复权)-今日收盘价(前复权))/昨日收盘价(前复权)从大到小前50;
今日股价较昨日股价小幅高; (今日收盘价(前复权)-昨日收盘价(前复权))大于0且(今日收盘价(前复权)-昨日收盘价(前复权))/昨日收盘价(前复权)从小到大前50;
今日股价较昨日股价小幅低; (昨日收盘价(前复权)-今日收盘价(前复权))大于0且(昨日收盘价(前复权)-今日收盘价(前复权))/昨日收盘价(前复权)从小到大前50;
今日股价和昨日股价相比相差10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差10;
今日股价和昨日股价相比相差贴近10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差贴近10;
今日股价和昨日股价相比相差大于等于10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差>=10;
今日股价和昨日股价相比相差小于等于10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差<=10;
今日股价和昨日股价相比相差不超过10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差<=10;
今日股价和昨日股价相比相差超过10; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差>10;
今日股价和昨日股价相比相差10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差10%;
今日股价和昨日股价相比相差贴近10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差贴近10%;
今日股价和昨日股价相比相差大于等于10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差>=10%;
今日股价和昨日股价相比相差小于等于10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差<=10%;
今日股价和昨日股价相比相差不超过10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差<=10%;
今日股价和昨日股价相比相差超过10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差>10%;
今日股价和昨日股价相比相差大于10%小于20%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差>10%<20%;
今日股价和昨日股价相比相差小于20%大于10%; 今日收盘价(前复权)与昨日收盘价(前复权)相比相差<20%>10%;
前3日平均成交量是前10天平均成交量的大于等于1.5倍; (前3天平均值成交量/前10天平均值成交量)>=1.5倍;
前3日平均成交量为前10天平均成交量的1.5倍; (前3天平均值成交量/前10天平均值成交量)等于1.5倍;
前3日平均成交量是前10天平均成交量的小于等于1.5倍; (前3天平均值成交量/前10天平均值成交量)<=1.5倍;
前3日平均成交量在前10天平均成交量的大于1.5倍; (前3天平均值成交量/前10天平均值成交量)>1.5倍;
前3日平均成交量是前10天平均成交量的小于1.5倍; (前3天平均值成交量/前10天平均值成交量)<1.5倍;
前3日平均成交量是前10天平均成交量的小于20大于10%; (前3天平均值成交量/前10天平均值成交量)<20.0%>10%;
前3日平均成交量是前10天平均成交量的大于20%小于10; (前3天平均值成交量/前10天平均值成交量)>20%<10;
今日股价高于昨日股价线10; (今日收盘价(前复权)-昨日收盘价(前复权))大于10;
开盘价相比昨日收盘价上涨大于等于5%的股票; (开盘价-昨日收盘价(前复权))/昨日收盘价(前复权)>=5%的股票;
第二天成交量是第一天的成交量大于等于两倍; (第二天成交量/第一天的成交量)>=二倍;
2024年1月10日9点25成交额>2024年1月9日成交额*10%; 2024年1月10日9点25成交额>2024年1月9日成交额*10%;
2024年1月出现在龙虎榜净额为正; 2024年1月出现在龙虎榜净额>0;
MACD(DIF值)>MACD(DEA值)>0; MACD(DIF值)>MACD(DEA值)>0;
股价不低于250日日线的80%; (收盘价(前复权)/日线周期250日均线)大于80%;
集合竞价金额大于昨日成交量的7%; (集合竞价成交额/昨日成交量)>7%;
涨停次日成交量大于等于前日一倍; 涨停(次日成交量-前日成交量)/前日成交量大于等于一倍;
开盘价=最低价减去0.02; 开盘价=最低价减去0.02;
开盘价低于最低价的大于等于10%; (开盘价/最低价)小于等于10%;
开盘价低于最低价的小于等于10%; (开盘价/最低价)小于等于10%;
股价≤20日均线百分之2; (收盘价(前复权)-20日均线)/20日均线<=百分之2;
股价低于60日均线百分之80的股票; (收盘价(前复权)-60日均线)/60日均线<百分之80的股票;
竞价涨幅2%-8%，有大单流入，去除流通市值大于等于100亿，去除ST，非新股.股价小于20元，今日竞价成交额>昨日成交金额的8%.均线多头排列，去除转债股; 集合竞价涨跌幅大于等于2%小于等于8%，出现次数大单流入，非流通市值>=100亿，非ST股票，非新股.收盘价(前复权)<20元，(今日集合竞价成交额/昨日成交额)>8%.均线多头排列，非转债股;
上一周星期五收盘价大于上一周星期一开盘价，且上一周星期五收盘价大于上上一周星期五收盘价，且上一周星期五收盘价小于上上一周星期五收盘价的1.18信，且上一周换手率大于上上一周换手率的2倍，且非ST，且为沪深主板或创业板; 上一周星期五收盘价(前复权)>上一周星期一开盘价，且上一周星期五收盘价(前复权)>上上一周星期五收盘价(前复权)，且(上一周星期五收盘价(前复权)-上上一周星期五收盘价(前复权))<1.18信，且(上一周换手率/上上一周换手率)>2倍，且非ST股票，且为上市板块匹配主板或深交所创业板;
沪深主板除ST股上个交易日涨停板首板上个交易日DDX大于0.5，今日DDX大于0.1，超大单流入大于超大单流出，大单流入大于大单流出-200万，小单流入小于小单流出，5日线在10日线上，10日线在20日线上; 上市板块匹配主板非ST股票股上个交易日首板上个交易日DDX>0.5，今日DDX>0.1，超大单流入>超大单流出，(大单流入-大单流出)>-200万，小单流入<小单流出，5日均线在10日均线上，10日均线在20日均线上;
2024.4.10主力平均成本环比下降2024.4.11主力平均成本环比上升; 2024.4.10平均值主力净额成本环比下降2024.4.11平均值主力净额成本环比上升;
MACD(DIF值)大于MACD(DEA值)大于0，macd值与dif近似，macd值增加; MACD(DIF值)>MACD(DEA值)>0，macd值或dif近似，macd值增加;
沪深主板和创业板近10个交易日有过涨停，当前股价涨幅高于集合竞价高于-3/%，非ST退市及科创板; 上市板块匹配主板或深交所创业板近10个交易日出现次数涨停，当前涨跌幅>集合竞价涨跌幅>-3/%，非ST股票退市或上市板块匹配上交所科创板;
盘中动态阳线反包++dif≥dea+≥MACD(DIF值)≥0分时MACD(DEA值)≥0+分时线≥昨日收盘线+股价上穿dkx+和marks+当日资金流入最多的热门板块及板块中资金流入最多的前十只股票+超大户，大户线上穿中小散户线; 盘中动态阳线反包+与dif>=dea+>=MACD(DIF值)>=0分时MACD(DEA值)>=0+一分钟线周期收盘价(前复权)>=昨日收盘线+收盘价(前复权)上穿dkx与或marks+当日主力净额大于0最多的股吧人气排名前100板块或板块中主力净额大于0最多的前十只股票+>大户，大户线上穿中小散户线;
5周均线＞20周均线＞30周均线;MACD(DIF值)大于MACD(DEA值)大于0; 周线周期5周均线＞周线周期20周均线＞周线周期30周均线;MACD(DIF值)>MACD(DEA值)>0;
今日涨跌幅和昨日涨跌幅相差大于10%; 今日涨跌幅与昨日涨跌幅相差>10%;
今日涨跌幅比昨日涨跌幅低10%; (昨日涨跌幅-今日涨跌幅)大于10%;
上一周星期五收盘价小于上上一周星期五收盘价的1.18; (上一周星期五收盘价(前复权)-上上一周星期五收盘价(前复权))<1.18;
上一周星期五收盘价小于上上一周星期五收盘价的1.18元; (上一周星期五收盘价(前复权)-上上一周星期五收盘价(前复权))<1.18元;
今日涨跌幅大于昨日涨跌幅超过10%; (今日涨跌幅-昨日涨跌幅)>10%;
20日内CCI下破-200，20日内CCI下破-150大于等于2次，CCI大于-160，CCI小于-100，股价低于5日均价，5日均价小于10日均价小于20日均价小于60日均价小于120均价，三日内区间最低价：120日后复权新低，下跌小于-2%，CCI上移，周CCI小于-150; 20日内CCI值下穿-200，20日内CCI值下穿-150>=2次，CCI值>-160，CCI值<-100，收盘价(前复权)<5日均价，5日均价<10日均价<20日均价<60日均价<120均价，三日内区间最低价：120日后复权新低，下跌<-2%，CCI值上移，周线周期CCI值<-150;
股价位于250日均线以上; 收盘价(前复权)大于250日均线;
股价一直在均价以上; 收盘价(前复权)一直在均价以上;
五日均线在20日之上; 5日均线在大于等于20日;
股价在24日均线上; 收盘价(前复权)大于24日均线;
股价在24日均线外; 收盘价(前复权)在24日均线外;
股价在24日均线以上; 收盘价(前复权)大于24日均线;
股价站在24日均线上; 收盘价(前复权)站在24日均线上;
股价处于24日均线上方; 收盘价(前复权)大于24日均线;
股价处在24日均线上面; 收盘价(前复权)处在24日均线上面;
股价占在24日均线之外; 收盘价(前复权)占在24日均线之外;
股价在24日均线下; 收盘价(前复权)小于24日均线;
股价在24日均线下方; 收盘价(前复权)小于24日均线;
股价在24日均线下面; 收盘价(前复权)小于24日均线;
股价在24日均线以内; 收盘价(前复权)在24日均线以内;
股价在24日均线以下; 收盘价(前复权)小于24日均线;
股价在24日均线内; 收盘价(前复权)在24日均线内;
股价在24日均线之下; 收盘价(前复权)小于24日均线;
股价在24日均线之内; 收盘价(前复权)在24日均线之内;
股价在24日均线左右; 收盘价(前复权)在24日均线左右;
股价在24日均线上下; 收盘价(前复权)在24日均线上下;
股价在24日均线附近; 收盘价(前复权)在24日均线附近;
今年净利润在去年净利润之上; 今年净利润在去年净利润之上;
120日线以上; 120日均线以上;
20日均线以上; 20日均线以上;
250日均线以上的指数; 250日均线以上的指数;
250日均线以上的白马股; 250日均线以上的白马股;
5日均线上; 5日均线上;
月均线上; 月线周期均线上;
在二十日线上; 在20日均线上;
250日均线附近，最近3天有过涨停; 250日均线附近，近3天出现次数涨停;
20日均线附近; 20日均线附近;
均量线之上; 均量线之上;
均量线之上的股票; 均量线之上的股票;
在均量线之上的股票; 在均量线之上的股票;
成交量均量线之上的股票; 成交量均量线之上的股票;
""位于@"均量线之 ,上的股票; 位于均量线之上的股票;
今日股价比昨日股价猛涨10%; (今日收盘价(前复权)-昨日收盘价(前复权))大于0且(今日收盘价(前复权)-昨日收盘价(前复权))/昨日收盘价(前复权)从大到小前5010%;
今日股价比昨日股价大幅上涨10%; (今日收盘价(前复权)-昨日收盘价(前复权))大于0且(今日收盘价(前复权)-昨日收盘价(前复权))/昨日收盘价(前复权)从大到小前5010%;
""".strip().splitlines()
pd.DataFrame(list(map(lambda it: it.strip().split(";")[:2], data))).to_csv("data.csv", index=False)
In [10]:
pd.DataFrame(list(map(lambda it: it.strip().split(";")[:2], data))).to_csv("data.csv", index=False)
In [1]:
import pywinauto
app = pywinauto.application.Application(backend='uia')
app = app.connect(class_name="Tfrm_MainFrame")
In [2]:
dlg = app['自然人电子税务局（扣缴端）'].frmNsrEditViewPane
dlg.window(class_name='TITSSpeedButton').draw_outline()
In [6]:
dlg.print_control_identifiers()
Control Identifiers: Pane - 'frmNsrEditView' (L331, T110, R1587, B970) ['Pane', 'frmNsrEditView', 'frmNsrEditViewPane', 'Pane0', 'Pane1'] child_window(title="frmNsrEditView", control_type="Pane") | | Pane - '' (L331, T165, R1587, B201) | ['Pane2'] | child_window(auto_id="203568", control_type="Pane") | | Pane - '' (L331, T201, R1587, B900) | ['Pane3'] | child_window(auto_id="268932", control_type="Pane") | | | | Pane - '' (L331, T201, R1587, B900) | | ['Pane4'] | | child_window(auto_id="269022", control_type="Pane") | | | | | | Pane - '' (L331, T201, R1587, B900) | | | ['Pane5'] | | | child_window(auto_id="203540", control_type="Pane") | | | | | | | | Pane - '' (L331, T201, R1570, B932) | | | | ['Pane6'] | | | | child_window(auto_id="399826", control_type="Pane") | | | | | | | | | | Pane - '' (L331, T1495, R1570, B1635) | | | | | ['Pane7'] | | | | | child_window(auto_id="203404", control_type="Pane") | | | | | | | | | | | | Edit - '' (L1133, T1556, R1508, B1596) | | | | | | ['Edit', 'Edit0', 'Edit1'] | | | | | | child_window(auto_id="203408", control_type="Edit") | | | | | | | | | | | | Edit - '' (L546, T1556, R921, B1596) | | | | | | ['Edit2'] | | | | | | child_window(auto_id="203562", control_type="Edit") | | | | | | | | | | Pane - '' (L331, T201, R1570, B751) | | | | | ['Pane8'] | | | | | child_window(auto_id="203444", control_type="Pane") | | | | | | | | | | | | Pane - '' (L331, T426, R1570, B751) | | | | | | ['Pane9'] | | | | | | child_window(auto_id="203462", control_type="Pane") | | | | | | | | | | | | | | ComboBox - '' (L546, T591, R921, B631) | | | | | | | ['ComboBox', 'ComboBox0', 'ComboBox1'] | | | | | | | child_window(auto_id="727546", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static', 'Static0', 'Static1'] | | | | | | | | | | | | | | | | Button - '打开' (L898, T594, R919, B629) | | | | | | | | ['打开Button', '打开', 'Button', '打开Button0', '打开Button1', '打开0', '打开1', 'Button0', 'Button1'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | | | Edit - '' (L1128, T645, R1503, B685) | | | | | | | ['Edit3'] | | | | | | | child_window(auto_id="203500", control_type="Edit") | | | | | | | | | | | | | | Edit - '' (L546, T645, R921, B685) | | | | | | | ['Edit4'] | | | | | | | child_window(auto_id="399904", control_type="Edit") | | | | | | | | | | | | | | Edit - '' (L1128, T591, R1503, B631) | | | | | | | ['Edit5'] | | | | | | | child_window(auto_id="203498", control_type="Edit") | | | | | | | | | | | | | | CheckBox - '孤老' (L740, T551, R823, B577) | | | | | | | ['CheckBox', '孤老CheckBox', '孤老', 'CheckBox0', 'CheckBox1'] | | | | | | | child_window(title="孤老", auto_id="3020396", control_type="CheckBox") | | | | | | | | | | | | | | CheckBox - '烈属' (L643, T551, R727, B577) | | | | | | | ['烈属CheckBox', 'CheckBox2', '烈属'] | | | | | | | child_window(title="烈属", auto_id="35526494", control_type="CheckBox") | | | | | | | | | | | | | | CheckBox - '残疾' (L546, T551, R629, B577) | | | | | | | ['CheckBox3', '残疾CheckBox', '残疾'] | | | | | | | child_window(title="残疾", auto_id="662008", control_type="CheckBox") | | | | | | | | | | | | | | Edit - '' (L1128, T489, R1503, B529) | | | | | | | ['Edit6'] | | | | | | | child_window(auto_id="465366", control_type="Edit") | | | | | | | | | | | | | | ComboBox - '' (L1128, T431, R1503, B471) | | | | | | | ['ComboBox打开', 'ComboBox2', 'ComboBox打开0', 'ComboBox打开1'] | | | | | | | child_window(auto_id="1710616", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static2'] | | | | | | | | | | | | | | | | Button - '打开' (L1479, T434, R1500, B469) | | | | | | | | ['打开Button2', '打开2', 'Button2'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | | | Pane - '' (L546, T489, R921, B529) | | | | | | | ['Pane10'] | | | | | | | child_window(auto_id="203538", control_type="Pane") | | | | | | | | | | | | | | ComboBox - '' (L546, T431, R921, B471) | | | | | | | ['ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome', 'ComboBoxChatGPT - Google Chrome', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]', 'ComboBox咚咚', 'ComboBox南京办公安全助手', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]', 'ComboBoxdata.csv - Everything', 'ComboBoxa.jpeg - Imagine', 'ComboBox3', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]', 'ComboBox任务栏', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]', 'ComboBoxRojer(root)', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]', 'ComboBox*新文件 48 - Notepad++ [Administrator]', 'ComboBox自然人电子税务局（扣缴端）', 'ComboBoxRPA.md - Typora', 'ComboBox控制面板', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路', 'ComboBoxPixPin', 'ComboBoxwpsoffice', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]', 'ComboBoxD:\\WORK\\RPA\\2024-07', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox', 'ComboBoxProgram Manager', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]', 'ComboBoxD:\\dongdong_record\\file\\2024-07', 'ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome0', 'ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome1', 'ComboBoxChatGPT - Google Chrome0', 'ComboBoxChatGPT - Google Chrome1', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]0', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]1', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]0', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]1', 'ComboBox咚咚0', 'ComboBox咚咚1', 'ComboBox南京办公安全助手0', 'ComboBox南京办公安全助手1', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]0', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]1', 'ComboBoxdata.csv - Everything0', 'ComboBoxdata.csv - Everything1', 'ComboBoxa.jpeg - Imagine0', 'ComboBoxa.jpeg - Imagine1', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]0', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]1', 'ComboBox任务栏0', 'ComboBox任务栏1', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]0', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]1', 'ComboBoxRojer(root)0', 'ComboBoxRojer(root)1', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]0', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]1', 'ComboBox*新文件 48 - Notepad++ [Administrator]0', 'ComboBox*新文件 48 - Notepad++ [Administrator]1', 'ComboBox自然人电子税务局（扣缴端）0', 'ComboBox自然人电子税务局（扣缴端）1', 'ComboBoxRPA.md - Typora0', 'ComboBoxRPA.md - Typora1', 'ComboBox控制面板0', 'ComboBox控制面板1', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer0', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer1', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路0', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路1', 'ComboBoxPixPin0', 'ComboBoxPixPin1', 'ComboBoxwpsoffice0', 'ComboBoxwpsoffice1', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]0', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]1', 'ComboBoxD:\\WORK\\RPA\\2024-070', 'ComboBoxD:\\WORK\\RPA\\2024-071', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox0', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox1', 'ComboBoxProgram Manager0', 'ComboBoxProgram Manager1', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]0', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]1', 'ComboBoxD:\\dongdong_record\\file\\2024-070', 'ComboBoxD:\\dongdong_record\\file\\2024-071'] | | | | | | | child_window(auto_id="203494", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static3'] | | | | | | | | | | | | | | | | Button - '打开' (L898, T434, R919, B469) | | | | | | | | ['打开Button3', '打开3', 'Button3'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | Edit - '' (L1133, T318, R1508, B358) | | | | | | ['Edit7'] | | | | | | child_window(auto_id="203458", control_type="Edit") | | | | | | | | | | | | ComboBox - '' (L546, T318, R921, B358) | | | | | | ['ComboBox打开2', 'ComboBox4'] | | | | | | child_window(auto_id="203534", control_type="ComboBox") | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | ['Static4'] | | | | | | | | | | | | | | Button - '打开' (L898, T320, R919, B355) | | | | | | | ['打开Button4', '打开4', 'Button4'] | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | Pane - '' (L1133, T371, R1508, B411) | | | | | | ['Pane11'] | | | | | | child_window(auto_id="203532", control_type="Pane") | | | | | | | | | | | | Edit - '' (L546, T371, R921, B411) | | | | | | ['Edit8'] | | | | | | child_window(auto_id="203450", control_type="Edit") | | | | | | | | | | Pane - '' (L331, T1075, R1570, B1495) | | | | | ['Pane12'] | | | | | child_window(auto_id="203440", control_type="Pane") | | | | | | | | | | | | Pane - '' (L546, T1365, R921, B1405) | | | | | | ['Pane13'] | | | | | | child_window(auto_id="203496", control_type="Pane") | | | | | | | | | | | | Edit - '' (L950, T1249, R1511, B1289) | | | | | | ['Edit9'] | | | | | | child_window(auto_id="203456", control_type="Edit") | | | | | | | | | | | | Pane - '' (L546, T1246, R921, B1286) | | | | | | ['Pane14'] | | | | | | child_window(auto_id="203492", control_type="Pane") | | | | | | | | | | | | Pane - '' (L546, T1424, R921, B1464) | | | | | | ['Pane15'] | | | | | | child_window(auto_id="203530", control_type="Pane") | | | | | | | | | | | | Pane - '' (L546, T1191, R921, B1231) | | | | | | ['Pane16'] | | | | | | child_window(auto_id="203528", control_type="Pane") | | | | | | | | | | | | Edit - '' (L1133, T1365, R1508, B1405) | | | | | | ['Edit10'] | | | | | | child_window(auto_id="203548", control_type="Edit") | | | | | | | | | | | | Pane - '' (L546, T1306, R921, B1346) | | | | | | ['Pane17'] | | | | | | child_window(auto_id="203526", control_type="Pane") | | | | | | | | | | | | Edit - '' (L1133, T1135, R1508, B1175) | | | | | | ['Edit11'] | | | | | | child_window(auto_id="203448", control_type="Edit") | | | | | | | | | | | | Edit - '' (L546, T1135, R921, B1175) | | | | | | ['Edit12'] | | | | | | child_window(auto_id="203446", control_type="Edit") | | | | | | | | | | | | Edit - '' (L949, T1423, R1512, B1463) | | | | | | ['Edit13'] | | | | | | child_window(auto_id="203544", control_type="Edit") | | | | | | | | | | | | Edit - '' (L949, T1191, R1512, B1231) | | | | | | ['Edit14'] | | | | | | child_window(auto_id="203442", control_type="Edit") | | | | | | | | | | Pane - '' (L331, T751, R1570, B1075) | | | | | ['Pane18'] | | | | | child_window(auto_id="203542", control_type="Pane") | | | | | | | | | | | | Pane - '' (L331, T923, R1570, B1076) | | | | | | ['Pane19'] | | | | | | child_window(auto_id="203402", control_type="Pane") | | | | | | | | | | | | | | ComboBox - '' (L1133, T934, R1508, B974) | | | | | | | ['ComboBox5'] | | | | | | | child_window(auto_id="203484", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static5'] | | | | | | | | | | | | | | | | Button - '打开' (L1484, T936, R1505, B971) | | | | | | | | ['打开Button5', '打开5', 'Button5'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | | | ComboBox - '' (L543, T934, R918, B974) | | | | | | | ['ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome2', 'ComboBoxChatGPT - Google Chrome2', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]2', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]2', 'ComboBox咚咚2', 'ComboBox南京办公安全助手2', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]2', 'ComboBoxdata.csv - Everything2', 'ComboBoxa.jpeg - Imagine2', 'ComboBox6', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]2', 'ComboBox任务栏2', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]2', 'ComboBoxRojer(root)2', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]2', 'ComboBox*新文件 48 - Notepad++ [Administrator]2', 'ComboBox自然人电子税务局（扣缴端）2', 'ComboBoxRPA.md - Typora2', 'ComboBox控制面板2', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer2', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路2', 'ComboBoxPixPin2', 'ComboBoxwpsoffice2', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]2', 'ComboBoxD:\\WORK\\RPA\\2024-072', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox2', 'ComboBoxProgram Manager2', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]2', 'ComboBoxD:\\dongdong_record\\file\\2024-072'] | | | | | | | child_window(auto_id="203524", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static6'] | | | | | | | | | | | | | | | | Button - '打开' (L894, T936, R915, B971) | | | | | | | | ['打开Button6', '打开6', 'Button6'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | | | ComboBox - '' (L1135, T994, R1510, B1034) | | | | | | | ['ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome3', 'ComboBoxChatGPT - Google Chrome3', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]3', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]3', 'ComboBox咚咚3', 'ComboBox南京办公安全助手3', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]3', 'ComboBoxdata.csv - Everything3', 'ComboBoxa.jpeg - Imagine3', 'ComboBox7', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]3', 'ComboBox任务栏3', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]3', 'ComboBoxRojer(root)3', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]3', 'ComboBox*新文件 48 - Notepad++ [Administrator]3', 'ComboBox自然人电子税务局（扣缴端）3', 'ComboBoxRPA.md - Typora3', 'ComboBox控制面板3', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer3', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路3', 'ComboBoxPixPin3', 'ComboBoxwpsoffice3', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]3', 'ComboBoxD:\\WORK\\RPA\\2024-073', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox3', 'ComboBoxProgram Manager3', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]3', 'ComboBoxD:\\dongdong_record\\file\\2024-073'] | | | | | | | child_window(auto_id="203478", control_type="ComboBox") | | | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | | ['Static7'] | | | | | | | | | | | | | | | | Button - '打开' (L1486, T996, R1507, B1031) | | | | | | | | ['打开Button7', '打开7', 'Button7'] | | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | | | Edit - '' (L543, T994, R918, B1034) | | | | | | | ['Edit15'] | | | | | | | child_window(auto_id="203432", control_type="Edit") | | | | | | | | | | | | ComboBox - '' (L546, T809, R921, B849) | | | | | | ['ComboBox智能选股 - 属于“智能选股”群组 - Google Chrome4', 'ComboBoxChatGPT - Google Chrome4', 'ComboBoxRPA视频打码预研.ipynb - 2024-07 - Visual Studio Code [Administrator]4', 'ComboBoxRpaEngine.py - plugins - Visual Studio Code [Administrator]4', 'ComboBox咚咚4', 'ComboBox南京办公安全助手4', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service\\plugins [ dev ↓0 ↑0 ]4', 'ComboBoxdata.csv - Everything4', 'ComboBoxa.jpeg - Imagine4', 'ComboBox8', 'ComboBoxExcelTool.py - 江苏个税-苏锡常 - Visual Studio Code [Administrator]4', 'ComboBox任务栏4', 'ComboBoxD:\\life-is-short-i-use-python [ master ↓0 ↑0 ]4', 'ComboBoxRojer(root)4', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\document\\06.辅助工具\\SpyLite-v3.1 [ dev ↓0 ↑0 ]4', 'ComboBox*新文件 48 - Notepad++ [Administrator]4', 'ComboBox自然人电子税务局（扣缴端）4', 'ComboBoxRPA.md - Typora4', 'ComboBox控制面板4', 'ComboBox东方财富证券股份有限公司上海乐都西路证券营业部2024-07-08 10-32-09.avi - PotPlayer4', 'ComboBoxD:\\WORK\\RPA\\西安科技路\\西安科技路4', 'ComboBoxPixPin4', 'ComboBoxwpsoffice4', 'ComboBoxsbt [D:/learn/sbt] – a9_和为K的子数组.java [common-learn]4', 'ComboBoxD:\\WORK\\RPA\\2024-074', 'ComboBoxpywinauto.controls.win32_controls — pywinauto 0.6.8 documentation — Mozilla Firefox4', 'ComboBoxProgram Manager4', 'ComboBoxD:\\WORK\\RPA\\rpa-platform\\code\\service [ dev ↓0 ↑0 ]4', 'ComboBoxD:\\dongdong_record\\file\\2024-074'] | | | | | | child_window(auto_id="203520", control_type="ComboBox") | | | | | | | | | | | | | | Static - '' (L4, T4, R350, B37) | | | | | | | ['Static8'] | | | | | | | | | | | | | | Button - '打开' (L898, T811, R919, B846) | | | | | | | ['打开Button8', '打开8', 'Button8'] | | | | | | | child_window(title="打开", auto_id="DropDown", control_type="Button") | | | | | | | | | | | | Pane - '' (L1135, T871, R1510, B911) | | | | | | ['Pane20'] | | | | | | child_window(auto_id="203468", control_type="Pane") | | | | | | | | | | | | | | Edit - '' (L1140, T879, R1488, B903) | | | | | | | ['Edit16'] | | | | | | | child_window(auto_id="203470", control_type="Edit") | | | | | | | | | | | | Pane - '' (L546, T871, R921, B911) | | | | | | ['Pane21'] | | | | | | child_window(auto_id="203516", control_type="Pane") | | | | | | | | | | | | | | Edit - '' (L551, T879, R899, B903) | | | | | | | ['Edit17'] | | | | | | | child_window(auto_id="203518", control_type="Edit") | | Pane - '' (L331, T900, R1587, B970) | ['Pane22'] | child_window(auto_id="334482", control_type="Pane") | | | | Pane - '' (L921, T915, R996, B955) | | ['Pane23'] | | child_window(auto_id="203514", control_type="Pane") | | Pane - '' (L331, T110, R1587, B165) | ['Pane24'] | child_window(auto_id="268668", control_type="Pane") | | | | Pane - '' (L1461, T111, R1586, B164) | | ['Pane25'] | | child_window(auto_id="203574", control_type="Pane")
In [6]:
2 ** 16
Out[6]:
65536
In [42]:
data = '''
ticket_id
String
主键,合同Id
合同管理平台内部用
ticket_nid
String
合同编号
contract_title
String
合同名称
firt_party
String
合同甲方
firstparty_id
String
甲方联系人
firstparty_contract
String
甲方联系人电话
second_party
String
合同乙方
secondparty_contract
String
乙方联系人
secondparty_id
String
乙方联系人电话
contract_paytype2
String
合同类型
object_content
String
合同类型名称
start_time
String
合同标的内容:合同所销售的产品或服务
type
String
合同的服务开始日期
yyyy-MM-dd
end_time
String
合同的服务结束日期
yyyy-MM-dd
qdrq
String
合同签订日期
yyyy-MM-dd
total_amount1
String
合同总金额
total_amount2
String
结算周期
bkzje
String
结算周期名称
settlement_cycle
String
单次结算周期内预估金额
contract_paytype1
String
合同收款状态
receive_time
String
合同收款状态名称
attachment3
String
合同开票状态
estimated_amount
String
合同开票状态名称
reason
String
合同类型(付款、收款、未分类
url
String
合同详情url
gsmc
String
合同我方
other_side
String
合同对方
'''.splitlines()
In [43]:
rs = []
temp = []
for i, it in enumerate(data):
if i > 0 and i % 3 ==0:
rs.append(temp[1])
temp.clear()
temp.append(it)
In [44]:
rs1 = rs
rs = []
temp = []
for i, it in enumerate(rs1):
if i > 0 and i % 4 ==0:
rs.append(list(temp))
temp.clear()
temp.append(it)
In [46]:
import pandas as pd
pd.DataFrame(rs).to_csv("data.csv")
In [5]:
dir(dlg)
Out[5]:
['WAIT_CRITERIA_MAP', '_WindowSpecification__check_all_conditions', '_WindowSpecification__get_ctrl', '_WindowSpecification__parse_wait_args', '_WindowSpecification__resolve_control', '__call__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_ctrl_identifiers', 'actions', 'allow_magic_lookup', 'app', 'backend', 'child_window', 'criteria', 'dump_tree', 'exists', 'print_control_identifiers', 'print_ctrl_ids', 'wait', 'wait_not', 'window', 'wrapper_object']
In [4]:
print("填写手机号")
#TODO
dlg.EditEdit12.type_keys('17839737882')
填写手机号
Out[4]:
<uia_controls.EditWrapper - '', Edit, 8912164156492537457>
In [3]:
print("填写身份证")
dlg.EditEdit7.set_text('1234')
print('填写姓名')
dlg.EditEdit8.type_keys('lds')
print("选择职业")
dlg.ComboBox8.select('其他')
填写身份证 填写姓名
Out[3]:
<uia_controls.EditWrapper - '', Edit, 696910939131916622>
In [5]:
In [10]:
curList
--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) Cell In[10], line 1 ----> 1 curList File d:\anaconda3\envs\rpa\lib\site-packages\IPython\core\displayhook.py:268, in DisplayHook.__call__(self, result) 266 self.start_displayhook() 267 self.write_output_prompt() --> 268 format_dict, md_dict = self.compute_format_data(result) 269 self.update_user_ns(result) 270 self.fill_exec_result(result) File d:\anaconda3\envs\rpa\lib\site-packages\IPython\core\displayhook.py:157, in DisplayHook.compute_format_data(self, result) 127 def compute_format_data(self, result): 128 """Compute format data of the object to be displayed. 129 130 The format data is a generalization of the :func:`repr` of an object. (...) 155 156 """ --> 157 return self.shell.display_formatter.format(result) File d:\anaconda3\envs\rpa\lib\site-packages\IPython\core\formatters.py:179, in DisplayFormatter.format(self, obj, include, exclude) 177 md = None 178 try: --> 179 data = formatter(obj) 180 except: 181 # FIXME: log the exception 182 raise File d:\anaconda3\envs\rpa\lib\site-packages\decorator.py:232, in decorate.<locals>.fun(*args, **kw) 230 if not kwsyntax: 231 args, kw = fix(args, kw, sig) --> 232 return caller(func, *(extras + args), **kw) File d:\anaconda3\envs\rpa\lib\site-packages\IPython\core\formatters.py:223, in catch_format_error(method, self, *args, **kwargs) 221 """show traceback on failed format call""" 222 try: --> 223 r = method(self, *args, **kwargs) 224 except NotImplementedError: 225 # don't warn on NotImplementedErrors 226 return self._check_return(None, args[0]) File d:\anaconda3\envs\rpa\lib\site-packages\IPython\core\formatters.py:342, in BaseFormatter.__call__(self, obj) 340 return printer(obj) 341 # Finally look for special method names --> 342 method = get_real_method(obj, self.print_method) 343 if method is not None: 344 return method() File d:\anaconda3\envs\rpa\lib\site-packages\IPython\utils\dir2.py:65, in get_real_method(obj, name) 55 """Like getattr, but with a few extra sanity checks: 56 57 - If obj is a class, ignore everything except class methods (...) 62 Returns the method or None. 63 """ 64 try: ---> 65 canary = getattr(obj, '_ipython_canary_method_should_not_exist_', None) 66 except Exception: 67 return None File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\application.py:379, in WindowSpecification.__getattribute__(self, attr_name) 374 # if we already have 2 levels of criteria (dlg, control) 375 # this third must be an attribute so resolve and get the 376 # attribute and return it 377 if len(self.criteria) >= 2: # FIXME - this is surprising --> 379 ctrls = self.__resolve_control(self.criteria) 381 try: 382 return getattr(ctrls[-1], attr_name) File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\application.py:250, in WindowSpecification.__resolve_control(self, criteria, timeout, retry_interval) 247 retry_interval = Timings.window_find_retry 249 try: --> 250 ctrl = wait_until_passes( 251 timeout, 252 retry_interval, 253 self.__get_ctrl, 254 (findwindows.ElementNotFoundError, 255 findbestmatch.MatchError, 256 controls.InvalidWindowHandle, 257 controls.InvalidElement), 258 criteria) 260 except TimeoutError as e: 261 raise e.original_exception File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\timings.py:436, in wait_until_passes(timeout, retry_interval, func, exceptions, *args, **kwargs) 433 while True: 434 try: 435 # Call the function with any arguments --> 436 func_val = func(*args, **kwargs) 438 # if no exception is raised then we are finished 439 break File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\application.py:222, in WindowSpecification.__get_ctrl(self, criteria_) 220 if 'backend' not in ctrl_criteria: 221 ctrl_criteria['backend'] = self.backend.name --> 222 ctrl = self.backend.generic_wrapper_class(findwindows.find_element(**ctrl_criteria)) 223 previous_parent = ctrl.element_info 224 ctrls.append(ctrl) File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\findwindows.py:84, in find_element(**kwargs) 77 def find_element(**kwargs): 78 """ 79 Call find_elements and ensure that only one element is returned 80 81 Calls find_elements with exactly the same arguments as it is called with 82 so please see :py:func:`find_elements` for the full parameters description. 83 """ ---> 84 elements = find_elements(**kwargs) 86 if not elements: 87 raise ElementNotFoundError(kwargs) File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\findwindows.py:305, in find_elements(class_name, class_name_re, parent, process, title, title_re, top_level_only, visible_only, enabled_only, best_match, handle, ctrl_index, found_index, predicate_func, active_only, control_id, control_type, auto_id, framework_id, backend, depth) 300 except (controls.InvalidWindowHandle, 301 controls.InvalidElement): 302 # skip invalid handles - they have dissapeared 303 # since the list of elements was retrieved 304 continue --> 305 elements = findbestmatch.find_best_control_matches(best_match, wrapped_elems) 307 # convert found elements back to ElementInfo 308 backup_elements = elements[:] File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\findbestmatch.py:495, in find_best_control_matches(search_text, controls) 483 def find_best_control_matches(search_text, controls): 484 """Returns the control that is the the best match to search_text 485 486 This is slightly differnt from find_best_match in that it builds (...) 493 then it will just add "ListView". 494 """ --> 495 name_control_map = build_unique_dict(controls) 498 #print ">>>>>>>", repr(name_control_map).decode("ascii", "ignore") 499 # # collect all the possible names for all controls 500 # # and build a list of them (...) 505 # for name in ctrl_names: 506 # name_control_map[name] = ctrl 508 search_text = six.text_type(search_text) File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\findbestmatch.py:474, in build_unique_dict(controls) 471 # collect all the possible names for all controls 472 # and build a list of them 473 for ctrl in controls: --> 474 ctrl_names = get_control_names(ctrl, controls, text_ctrls) 476 # for each of the names 477 for name in ctrl_names: File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\findbestmatch.py:312, in get_control_names(control, allcontrols, textcontrols) 310 elif control.has_title and friendly_class_name != 'TreeView': 311 try: --> 312 for text in control.texts()[1:]: 313 names.append(friendly_class_name + text) 314 except Exception: 315 #import traceback 316 #from .actionlogger import ActionLogger File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\controls\uia_controls.py:212, in ComboBoxWrapper.texts(self) 210 super(ComboBoxWrapper, self).expand() 211 for c in self.children(): --> 212 texts.append(c.window_text()) 213 except NoPatternInterfaceError: 214 children_lists = self.children(control_type='List') File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\base_wrapper.py:293, in BaseWrapper.window_text(self) 285 def window_text(self): 286 """ 287 Window text of the element 288 (...) 291 have text displayed in the edit window. 292 """ --> 293 return self.element_info.rich_text File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\uia_element_info.py:354, in UIAElementInfo.rich_text(self) 351 @property 352 def rich_text(self): 353 """Return rich_text of the element""" --> 354 return self._get_rich_text() File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\uia_element_info.py:154, in UIAElementInfo._get_current_rich_text(self) 152 return self.name 153 try: --> 154 pattern = get_elem_interface(self._element, "Text") 155 return pattern.DocumentRange.GetText(-1) 156 except Exception: File d:\anaconda3\envs\rpa\lib\site-packages\pywinauto\uia_defines.py:233, in get_elem_interface(element_info, pattern_name) 231 # Get the interface 232 try: --> 233 cur_ptrn = element_info.GetCurrentPattern(ptrn_id) 234 iface = cur_ptrn.QueryInterface(cls_name) 235 except(ValueError): KeyboardInterrupt:
其他¶
In [1]:
import requests
cookies = {
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
}
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:124.0) Gecko/20100101 Firefox/124.0',
'Accept': 'application/json, text/plain, */*',
'Accept-Language': 'zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2',
'Accept-Encoding': 'gzip, deflate',
'Content-Type': 'application/json;charset=utf-8',
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
'client-type': 'management_portal',
'Origin': 'http://rpa.emnj',
'Connection': 'keep-alive',
'Referer': 'http://rpa.emnj/',
'Pragma': 'no-cache',
'Cache-Control': 'no-cache',
}
accounts = []
for i in range(1, 11):
params = (
('pageIndex', i),
('pageSize', '100'),
('sortBy', 'id'),
('sortType', 'desc'),
)
data = '{"pluginId":"41","startTimeFrom":"2024-03-20 00:00:00","startTimeTo":"","status":""}'
response = requests.post('http://rpa.emnj/rpa/task/listAllTaskExecuteRecords', headers=headers, params=params, cookies=cookies, data=data)
#NB. Original query string below. It seems impossible to parse and
#reproduce query strings 100% accurately so the one below is given
#in case the reproduced version is not "correct".
# response = requests.post('http://rpa.emnj/rpa/task/listAllTaskExecuteRecords?pageIndex=1&pageSize=10&sortBy=id&sortType=desc', headers=headers, cookies=cookies, data=data)
accounts.extend(response.json()['data']['list'])
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) Cell In[1], line 39 33 response = requests.post('http://rpa.emnj/rpa/task/listAllTaskExecuteRecords', headers=headers, params=params, cookies=cookies, data=data) 35 #NB. Original query string below. It seems impossible to parse and 36 #reproduce query strings 100% accurately so the one below is given 37 #in case the reproduced version is not "correct". 38 # response = requests.post('http://rpa.emnj/rpa/task/listAllTaskExecuteRecords?pageIndex=1&pageSize=10&sortBy=id&sortType=desc', headers=headers, cookies=cookies, data=data) ---> 39 accounts.extend(response.json()['data']['list']) KeyError: 'data'
In [12]:
target = []
for ind, it in enumerate(accounts):
if '证券股份有限公司江苏' in it['account']:
print(ind, it)
target.append(it)
if '江阴虹桥南路' in it['account']:
print(ind, it)
target.append(it)
if '门莲岳路证券营' in it['account']:
print(ind, it)
target.append(it)
if '门后滨路证券营业' in it['account']:
print(ind, it)
target.append(it)
8 {'id': 2445, 'plugin': {'id': 356, 'plugin': {'id': 41, 'name': '福建个税', 'service': {'id': 15, 'serviceName': '个税申报', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'additionalDesc': None}, 'type': 'python', 'additionalDesc': '', 'latestVersion': None}, 'showVersion': '8.1.8', 'releaseDate': '2024-04-09 17:17:56', 'additionalDesc': '税款计算 - 所得项目 下拉列表框项目 变动调整'}, 'terminal': {'id': 288, 'user': {'id': 75, 'userId': '19581', 'uid': 'b7ed679e8f0e4755bffaeb8a0824d3c3', 'userName': '陈莎莎', 'workId': '19581', 'role': {'id': 10, 'roleType': '业务管理', 'roleName': '业务管理员', 'additionalDesc': None}, 'phoneNumber': '13386012485', 'emailAddress': 'chenshasha@18.cn', 'additionalDesc': '证券', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'bindServiceDefines': None, 'type': 2}, 'mac': '70:b5:e8:34:22:f9', 'client': {'id': 58, 'versionName': '1.0.1', 'releaseDate': '2020-09-28 07:00:00', 'helpPage': None, 'additionalDesc': ''}, 'plugins': '356,330,673,726,727,335,314,334,315', 'lastUpdateTime': '2024-04-09 19:23:28', 'additionalDesc': None}, 'status': 0, 'statusDesc': '成功结束', 'startTime': '2024-04-09 20:22:51', 'endTime': '2024-04-09 20:44:33', 'additionalDesc': None, 'stepDetails': None, 'account': '东方财富证券股份有限公司厦门后滨路证券营业部'}
9 {'id': 2444, 'plugin': {'id': 356, 'plugin': {'id': 41, 'name': '福建个税', 'service': {'id': 15, 'serviceName': '个税申报', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'additionalDesc': None}, 'type': 'python', 'additionalDesc': '', 'latestVersion': None}, 'showVersion': '8.1.8', 'releaseDate': '2024-04-09 17:17:56', 'additionalDesc': '税款计算 - 所得项目 下拉列表框项目 变动调整'}, 'terminal': {'id': 288, 'user': {'id': 75, 'userId': '19581', 'uid': 'b7ed679e8f0e4755bffaeb8a0824d3c3', 'userName': '陈莎莎', 'workId': '19581', 'role': {'id': 10, 'roleType': '业务管理', 'roleName': '业务管理员', 'additionalDesc': None}, 'phoneNumber': '13386012485', 'emailAddress': 'chenshasha@18.cn', 'additionalDesc': '证券', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'bindServiceDefines': None, 'type': 2}, 'mac': '70:b5:e8:34:22:f9', 'client': {'id': 58, 'versionName': '1.0.1', 'releaseDate': '2020-09-28 07:00:00', 'helpPage': None, 'additionalDesc': ''}, 'plugins': '356,330,673,726,727,335,314,334,315', 'lastUpdateTime': '2024-04-09 19:23:28', 'additionalDesc': None}, 'status': 1, 'statusDesc': '失败终止', 'startTime': '2024-04-09 20:06:12', 'endTime': '2024-04-09 20:23:33', 'additionalDesc': None, 'stepDetails': None, 'account': '东方财富证券股份有限公司厦门莲岳路证券营业部'}
21 {'id': 2417, 'plugin': {'id': 324, 'plugin': {'id': 41, 'name': '福建个税', 'service': {'id': 15, 'serviceName': '个税申报', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'additionalDesc': None}, 'type': 'python', 'additionalDesc': '', 'latestVersion': None}, 'showVersion': '8.1.7', 'releaseDate': '2024-03-08 17:39:23', 'additionalDesc': '查询按钮坐标变更'}, 'terminal': {'id': 288, 'user': {'id': 75, 'userId': '19581', 'uid': 'b7ed679e8f0e4755bffaeb8a0824d3c3', 'userName': '陈莎莎', 'workId': '19581', 'role': {'id': 10, 'roleType': '业务管理', 'roleName': '业务管理员', 'additionalDesc': None}, 'phoneNumber': '13386012485', 'emailAddress': 'chenshasha@18.cn', 'additionalDesc': '证券', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'bindServiceDefines': None, 'type': 2}, 'mac': '70:b5:e8:34:22:f9', 'client': {'id': 58, 'versionName': '1.0.1', 'releaseDate': '2020-09-28 07:00:00', 'helpPage': None, 'additionalDesc': ''}, 'plugins': '356,330,673,726,727,335,314,334,315', 'lastUpdateTime': '2024-04-09 19:23:28', 'additionalDesc': None}, 'status': 1, 'statusDesc': '失败终止', 'startTime': '2024-04-03 13:05:19', 'endTime': '2024-04-03 13:21:49', 'additionalDesc': None, 'stepDetails': None, 'account': '东方财富证券股份有限公司厦门后滨路证券营业部'}
22 {'id': 2414, 'plugin': {'id': 324, 'plugin': {'id': 41, 'name': '福建个税', 'service': {'id': 15, 'serviceName': '个税申报', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'additionalDesc': None}, 'type': 'python', 'additionalDesc': '', 'latestVersion': None}, 'showVersion': '8.1.7', 'releaseDate': '2024-03-08 17:39:23', 'additionalDesc': '查询按钮坐标变更'}, 'terminal': {'id': 288, 'user': {'id': 75, 'userId': '19581', 'uid': 'b7ed679e8f0e4755bffaeb8a0824d3c3', 'userName': '陈莎莎', 'workId': '19581', 'role': {'id': 10, 'roleType': '业务管理', 'roleName': '业务管理员', 'additionalDesc': None}, 'phoneNumber': '13386012485', 'emailAddress': 'chenshasha@18.cn', 'additionalDesc': '证券', 'department': {'id': 22, 'departmentName': '证券财务部', 'additionalDesc': '证券税务业务人员'}, 'bindServiceDefines': None, 'type': 2}, 'mac': '70:b5:e8:34:22:f9', 'client': {'id': 58, 'versionName': '1.0.1', 'releaseDate': '2020-09-28 07:00:00', 'helpPage': None, 'additionalDesc': ''}, 'plugins': '356,330,673,726,727,335,314,334,315', 'lastUpdateTime': '2024-04-09 19:23:28', 'additionalDesc': None}, 'status': 1, 'statusDesc': '失败终止', 'startTime': '2024-04-03 12:46:07', 'endTime': '2024-04-03 13:05:49', 'additionalDesc': None, 'stepDetails': None, 'account': '东方财富证券股份有限公司厦门莲岳路证券营业部'}
In [ ]:
import requests
cookies = {
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
'sidebarStatus': '1',
}
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:124.0) Gecko/20100101 Firefox/124.0',
'Accept': 'application/json, text/plain, */*',
'Accept-Language': 'zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2',
'Accept-Encoding': 'gzip, deflate',
'Content-Type': 'application/json;charset=utf-8',
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
'client-type': 'management_portal',
'Origin': 'http://rpa.emnj',
'Connection': 'keep-alive',
'Referer': 'http://rpa.emnj/',
'Pragma': 'no-cache',
'Cache-Control': 'no-cache',
}
params = (
('pageIndex', '1'),
('pageSize', '10'),
('sortBy', 'id'),
('sortType', 'desc'),
)
data = '{}'
response = requests.post('http://rpa.emnj/rpa/plugin/listAllPlugins', headers=headers, params=params, cookies=cookies, data=data)
#NB. Original query string below. It seems impossible to parse and
#reproduce query strings 100% accurately so the one below is given
#in case the reproduced version is not "correct".
# response = requests.post('http://rpa.emnj/rpa/plugin/listAllPlugins?pageIndex=1&pageSize=10&sortBy=id&sortType=desc', headers=headers, cookies=cookies, data=data)
In [13]:
import requests
cookies = {
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
}
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:124.0) Gecko/20100101 Firefox/124.0',
'Accept': 'application/json, text/plain, */*',
'Accept-Language': 'zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2',
'Accept-Encoding': 'gzip, deflate',
'Content-Type': 'application/json;charset=utf-8',
'token': 'RUJGNkQ2QzRFNzI0RDNEQURFRkNDMUQwMjUyNzIwNEJBREQwRTMzNjkxQjg4NkFERkI2NjNCNjVDOUQxREE1QQ==',
'client-type': 'management_portal',
'Origin': 'http://rpa.emnj',
'Connection': 'keep-alive',
'Referer': 'http://rpa.emnj/',
'Pragma': 'no-cache',
'Cache-Control': 'no-cache',
}
params = (
('id', '2444'),
)
response = requests.get('http://rpa.emnj/rpa/task/queryTaskDetail', headers=headers, params=params, cookies=cookies)
#NB. Original query string below. It seems impossible to parse and
#reproduce query strings 100% accurately so the one below is given
#in case the reproduced version is not "correct".
# response = requests.get('http://rpa.emnj/rpa/task/queryTaskDetail?id=2441', headers=headers, cookies=cookies)
response.json()
Out[13]:
{'code': 0,
'msg': 'OK',
'data': {'id': 2444,
'plugin': {'id': 356,
'plugin': {'id': 41,
'name': '福建个税',
'service': {'id': 15,
'serviceName': '个税申报',
'department': {'id': 22,
'departmentName': '证券财务部',
'additionalDesc': '证券税务业务人员'},
'additionalDesc': None},
'type': 'python',
'additionalDesc': '',
'latestVersion': None},
'showVersion': '8.1.8',
'releaseDate': '2024-04-09 17:17:56',
'additionalDesc': '税款计算 - 所得项目 下拉列表框项目 变动调整'},
'terminal': {'id': 288,
'user': {'id': 75,
'userId': '19581',
'uid': 'b7ed679e8f0e4755bffaeb8a0824d3c3',
'userName': '陈莎莎',
'workId': '19581',
'role': {'id': 10,
'roleType': '业务管理',
'roleName': '业务管理员',
'additionalDesc': None},
'phoneNumber': '13386012485',
'emailAddress': 'chenshasha@18.cn',
'additionalDesc': '证券',
'department': {'id': 22,
'departmentName': '证券财务部',
'additionalDesc': '证券税务业务人员'},
'bindServiceDefines': None,
'type': 2},
'mac': '70:b5:e8:34:22:f9',
'client': {'id': 58,
'versionName': '1.0.1',
'releaseDate': '2020-09-28 07:00:00',
'helpPage': None,
'additionalDesc': ''},
'plugins': '356,330,673,726,727,335,314,334,315',
'lastUpdateTime': '2024-04-09 19:23:28',
'additionalDesc': None},
'status': 1,
'statusDesc': '失败终止',
'startTime': '2024-04-09 20:06:12',
'endTime': '2024-04-09 20:23:33',
'additionalDesc': None,
'stepDetails': [{'timestamp': '2024-04-09 20:07:52',
'result': 1,
'resultDesc': '成功',
'stepContent': '系统登录',
'desc': '系统登录成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:07:52',
'result': 1,
'resultDesc': '成功',
'stepContent': '系统初始化',
'desc': '系统初始化成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:09:22',
'result': 1,
'resultDesc': '成功',
'stepContent': '添加入职人员',
'desc': '添加入职人员成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:09:35',
'result': 1,
'resultDesc': '成功',
'stepContent': '添加离职人员',
'desc': '添加离职人员成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:12:55',
'result': 1,
'resultDesc': '成功',
'stepContent': '综合所得-正常工资薪金填报',
'desc': '综合所得-正常工资薪金填报成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:14:54',
'result': 1,
'resultDesc': '成功',
'stepContent': '综合所得-劳务报酬所得（保险营销员、证券经纪人）填报',
'desc': '综合所得-劳务报酬所得（保险营销员、证券经纪人）填报成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:16:49',
'result': 1,
'resultDesc': '成功',
'stepContent': '综合所得-劳务报酬所得（一般劳务）填报',
'desc': '综合所得-劳务报酬所得（一般劳务）填报成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:18:35',
'result': 1,
'resultDesc': '成功',
'stepContent': '股息红利所得填报',
'desc': '股息红利所得填报成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:20:15',
'result': 1,
'resultDesc': '成功',
'stepContent': '综合所得-实习生劳务报酬所得填报',
'desc': '综合所得-实习生劳务报酬所得填报成功',
'endFileFlag': False},
{'timestamp': '2024-04-09 20:22:15',
'result': 2,
'resultDesc': '失败',
'stepContent': '综合所得申报数据核验',
'desc': '综合所得申报数据核验失败',
'endFileFlag': False}],
'account': '东方财富证券股份有限公司厦门莲岳路证券营业部'}}
In [20]:
import json
import pyperclip
pyperclip.copy(json.dumps(target, ensure_ascii=False))
1.读取视频¶
In [1]:
import os
from typing import Iterable
import cv2
import numpy as np
import matplotlib.pyplot as plt
from datetime import datetime, timedelta
import sys
import logging
from logging import handlers
file_name = 'video_mosaic'
ch = logging.StreamHandler(sys.stdout)
ch.setLevel(logging.INFO)
fh = handlers.TimedRotatingFileHandler(filename=f'{file_name}.log', when='midnight', interval=1, backupCount=5)
fh.setLevel(logging.INFO)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(asctime)s [%(levelname)s] [%(module)s-%(threadName)s] %(filename)s:%(lineno)d - %(message)s')
fh.setFormatter(formatter)
ch.setFormatter(formatter)
handlers = [fh, ch]
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s [%(levelname)s] [%(module)s-%(threadName)s] %(filename)s:%(lineno)d - %(message)s',
handlers=handlers
)
logger = logging.getLogger(file_name)
# 加载视频文件
# video_capture = cv2.VideoCapture(r'D:\dongdong_record\file\2024-03\东方财富证券股份有限公司浙江分公司2024-03-07 19-29-30(1).avi')
# video_capture = cv2.VideoCapture(
# r'D:\dongdong_record\file\2024-04\税期202403-个税系统问题\税期202403\东方财富证券股份有限公司江阴虹桥南路证券营业部2024-04-03 04-24-38.avi')
# video_capture = cv2.VideoCapture(
# r'D:\WORK\RPA\F_东方财富证券股份有限公司厦门莲岳路证券营业部2024-04-09 20-06-12.avi')
origin_video_path = r'D:\WORK\RPA\S_东方财富证券股份有限公司厦门后滨路证券营业部2024-04-09 20-22-51.avi'
origin_video_path = r'D:\WORK\RPA\2024-03\东方财富证券股份有限公司杭州城星路证券营业部2024-03-02 07-11-34.avi'
origin_video_path = r'D:\dongdong_record\file\2024-05\东方财富证券股份有限公司西北分公司2024-05-09 08-55-49.avi'
origin_video_path = r'D:\dongdong_record\file\2024-06\东方财富证券股份有限公司太原晋阳街证券营业部2024-06-06 13-02-28.avi'
origin_video_path = r'D:\WORK\RPA\2024-07\东方财富证券股份有限公司徐州建国西路证券营业部2024-07-05 13-06-53.avi'
output_video_path = '.'
tmp_img_path = r"d:/Temp/a.jpeg"
file_name_splits = os.path.basename(origin_video_path).split('.')
output_video_path = os.path.join(output_video_path, f"{''.join(file_name_splits[:-1])}_mosaic.{file_name_splits[-1]}")
logger.info("temp image path: %s", tmp_img_path)
logger.info("origin video path: %s", origin_video_path)
logger.info("target video path: %s", output_video_path)
video_capture = cv2.VideoCapture(origin_video_path)
# 获取视频帧率
fps = int(video_capture.get(cv2.CAP_PROP_FPS))
total_frames = int(video_capture.get(cv2.CAP_PROP_FRAME_COUNT))
# 计算视频总时长（单位：秒）
duration_seconds = total_frames / fps
logger.info('视频帧率为：%s', fps)
logger.info('视频总时长为：%s', duration_seconds)
# 获取视频的宽度和高度
frame_width = int(video_capture.get(cv2.CAP_PROP_FRAME_WIDTH))
frame_height = int(video_capture.get(cv2.CAP_PROP_FRAME_HEIGHT))
# 创建视频编写器对象，用于保存处理后的视频
fourcc = cv2.VideoWriter_fourcc(*'XVID') # type: ignore
output_video = cv2.VideoWriter(
output_video_path, fourcc, fps, (frame_width, frame_height))
frame: np.ndarray
count: int = 0
def show(img=None,img_path=None):
'''展示图片'''
global count, frame
img = img if isinstance(img, np.ndarray) else frame
plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
plt.title(f"Frame: {count}")
cv2.imwrite(tmp_img_path, img)
if img_path:
cv2.imwrite(img_path, img)
def gaussian_blur(frame: np.ndarray, sensitive_regions: Iterable[list]) -> None:
'''原地模糊'''
for sensitive_region in sensitive_regions:
# 获取敏感区域的坐标和尺寸
x, y, w, h = sensitive_region
# print('sensitive_region', sensitive_region)
# TODO 后续可以作为可选项 只针对有灰/白色背景的文字做处理
# TODO 对中央小框里面的数据可以不进行打码处理
if 150 < x and 120 < y < 950 \
and 6 < h < 12 * 3 \
and 8 < w < 12 * 30:
# and 6 < h < 12 * 2.2 \
# and 8 < w < 12 * 18:
x, y, x2, y2 = (x-4, y-4, min(x + w + 8, frame_width), y + h + 8)
# cv2.rectangle(frame, (x, y), (x2, y2), (0, 0, 255), 1)
# 提取敏感区域
sensitive_area = frame[y:y2, x:x2]
# 对敏感区域应用高斯模糊
blurred_sensitive_area = cv2.GaussianBlur(
sensitive_area, (13, 13), 0)
# 将处理后的敏感区域放回原始帧中
frame[y:y2, x:x2] = blurred_sensitive_area
else:
# cv2.putText(frame, f"({x},{y},{w},{h})", (x, y - 5), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 155, 0), 2)
# cv2.rectangle(frame, (x, y), (x + w, y + h), (255, 125, 0), 2)
pass
def gen_rect(img: np.ndarray) -> Iterable:
'''寻找矩形框'''
# 使用轮廓检测找到黑色文字区域
contours, _ = cv2.findContours(
img, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
# 对黑色文字区域进行高斯模糊处理
for contour in contours:
x, y, w, h = cv2.boundingRect(contour)
yield x, y, w, h
def gen_center_dialog(find_center_dialogs_img: np.ndarray) -> list:
'''寻找确认框的位置'''
find_center_dialogs_img = np.copy(find_center_dialogs_img)
find_center_dialogs_img[0:128,:] = 0
find_center_dialogs_img[-178:,:] = 0
find_center_dialogs_img[:,:220] = 0
find_center_dialogs_img[:,-50:] = 0
line_size = 3
line_len = 120
find_center_dialogs_img_h = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_OPEN, np.ones((line_size, line_len)))
find_center_dialogs_img_v = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_OPEN, np.ones((line_len, line_size)))
find_center_dialogs_img = np.bitwise_or(find_center_dialogs_img_h , find_center_dialogs_img_v)
find_center_dialogs_img = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_CLOSE, np.ones((4, 4)))
return list(filter(lambda it: it[-2] > line_len and 250 > it[-1] > line_len, gen_rect(find_center_dialogs_img)))
def remove_big_rects(thresh: np.ndarray) -> np.ndarray:
'''移除大线框，有些文字与线框相交，如果移除线框， 会影响后续的文字模糊'''
opened = thresh
opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_CROSS, (8, 8)))
opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_RECT, (5, 5)))
opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN, cv2.getStructuringElement(cv2.MORPH_RECT, (5, 5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE,
# cv2.getStructuringElement(cv2.MORPH_RECT, (5, 5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN,
# cv2.getStructuringElement(cv2.MORPH_RECT, (8, 8)))
# 移除大线框影响
mask = opened
mask_h = cv2.morphologyEx(mask, cv2.MORPH_OPEN, np.ones((1, 12 * 50)))
mask_v = cv2.morphologyEx(mask, cv2.MORPH_OPEN, np.ones((12 * 3, 1)))
return cv2.bitwise_xor(mask_v + mask_h, opened) # type: ignore
def gen_sensitive_regions(frame: np.ndarray) -> Iterable:
'''从二值图生成敏感区域'''
# 将图片转换为灰度图像
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
# 使用阈值将黑色文字提取出来
# _, thresh = cv2.threshold(gray, 240, 255, cv2.THRESH_BINARY_INV)
thresh = cv2.adaptiveThreshold(gray, 255, cv2.ADAPTIVE_THRESH_MEAN_C, cv2.THRESH_BINARY_INV, 15, 25)
# 边界部分， 不需要模糊
thresh[0:216,:] = 0
thresh[:,:200] = 0
thresh[:,-50:] = 0
# 对于弹出的各种确认框里面的内容，不需要打码， 方便排查一些问题
for x,y,w,h in gen_center_dialog(thresh):
thresh[y:y+h, x:x+w] = 0
opened_remove_h_v_lines = remove_big_rects(thresh)
yield from gen_rect(opened_remove_h_v_lines)
# 读取视频的每一帧并进行处理
# while True:
def handle_one_frame_dev():
global count, frame
count += 1
ret, frame = video_capture.read()
if not ret:
if count > 1:
logger.info("读取完毕！")
else:
logger.info("读取失败！ret: %s, frame: %s", ret, frame)
return None
return frame
def handle_one_frame():
global count, frame
count += 1
ret, frame = video_capture.read()
if not ret:
if count > 1:
logger.info("读取完毕！")
else:
logger.info("读取失败！ret: %s, frame: %s", ret, frame)
return None
sensitive_regions = gen_sensitive_regions(frame)
gaussian_blur(frame, sensitive_regions)
# 将处理后的帧写入输出视频文件
output_video.write(frame)
return frame
2024-07-05 14:41:29,843 [INFO] [2858007317-MainThread] 2858007317.py:51 - temp image path: d:/Temp/a.jpeg 2024-07-05 14:41:29,844 [INFO] [2858007317-MainThread] 2858007317.py:52 - origin video path: D:\WORK\RPA\2024-07\东方财富证券股份有限公司徐州建国西路证券营业部2024-07-05 13-06-53.avi 2024-07-05 14:41:29,844 [INFO] [2858007317-MainThread] 2858007317.py:53 - target video path: .\东方财富证券股份有限公司徐州建国西路证券营业部2024-07-05 13-06-53_mosaic.avi 2024-07-05 14:41:30,330 [INFO] [2858007317-MainThread] 2858007317.py:63 - 视频帧率为：15 2024-07-05 14:41:30,331 [INFO] [2858007317-MainThread] 2858007317.py:64 - 视频总时长为：0.0
In [42]:
start_time = datetime.now()
while handle_one_frame() is not None:
logger.info("handle frame %s", count)
end_time = datetime.now()
logger.info("耗时：%s", end_time - start_time)
video_capture.release()
output_video.release()
cv2.destroyAllWindows()
if duration_seconds < 1:
duration_seconds = count / fps
logger.info('视频总时长为：%s', timedelta(seconds=duration_seconds))
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handle frame 1904 2024-04-12 10:41:02,992 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1905 2024-04-12 10:41:03,046 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1906 2024-04-12 10:41:03,099 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1907 2024-04-12 10:41:03,152 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1908 2024-04-12 10:41:03,209 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1909 2024-04-12 10:41:03,263 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1910 2024-04-12 10:41:03,316 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1911 2024-04-12 10:41:03,370 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1912 2024-04-12 10:41:03,422 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1913 2024-04-12 10:41:03,480 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1914 2024-04-12 10:41:03,564 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - 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handle frame 1937 2024-04-12 10:41:04,796 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1938 2024-04-12 10:41:04,850 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1939 2024-04-12 10:41:04,903 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1940 2024-04-12 10:41:04,958 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1941 2024-04-12 10:41:05,014 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1942 2024-04-12 10:41:05,068 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1943 2024-04-12 10:41:05,122 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1944 2024-04-12 10:41:05,179 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1945 2024-04-12 10:41:05,232 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1946 2024-04-12 10:41:05,284 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1947 2024-04-12 10:41:05,337 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1948 2024-04-12 10:41:05,390 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1949 2024-04-12 10:41:05,444 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1950 2024-04-12 10:41:05,497 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1951 2024-04-12 10:41:05,552 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1952 2024-04-12 10:41:05,604 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1953 2024-04-12 10:41:05,656 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1954 2024-04-12 10:41:05,710 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1955 2024-04-12 10:41:05,761 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1956 2024-04-12 10:41:05,819 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1957 2024-04-12 10:41:05,873 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1958 2024-04-12 10:41:05,925 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1959 2024-04-12 10:41:05,979 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1960 2024-04-12 10:41:06,031 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1961 2024-04-12 10:41:06,083 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1962 2024-04-12 10:41:06,138 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1963 2024-04-12 10:41:06,190 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1964 2024-04-12 10:41:06,242 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1965 2024-04-12 10:41:06,293 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1966 2024-04-12 10:41:06,344 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1967 2024-04-12 10:41:06,396 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1968 2024-04-12 10:41:06,452 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1969 2024-04-12 10:41:06,502 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1970 2024-04-12 10:41:06,554 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1971 2024-04-12 10:41:06,606 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1972 2024-04-12 10:41:06,657 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1973 2024-04-12 10:41:06,709 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1974 2024-04-12 10:41:06,760 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1975 2024-04-12 10:41:06,812 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1976 2024-04-12 10:41:06,865 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1977 2024-04-12 10:41:06,915 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1978 2024-04-12 10:41:06,967 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1979 2024-04-12 10:41:07,018 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1980 2024-04-12 10:41:07,073 [INFO] [video_mosaic-MainThread] 1451392630.py:3 - handle frame 1981 2024-04-12 10:41:07,074 [INFO] [video_mosaic-MainThread] 440306817.py:225 - 读取完毕！ 2024-04-12 10:41:07,074 [INFO] [video_mosaic-MainThread] 1451392630.py:5 - 耗时：0:01:43.100912 2024-04-12 10:41:07,084 [INFO] [video_mosaic-MainThread] 1451392630.py:12 - 视频总时长为：0:02:12.133333
2.跳过无用的帧¶
In [24]:
handle_one_frame_dev()
show()
In [2]:
# for _ in range(210):
for _ in range(77 * 15):
# for _ in range(875):
handle_one_frame_dev()
show()
3.每5帧进行调试¶
In [12]:
handle_one_frame_dev()
show()
In [4]:
for _ in range(20):
handle_one_frame_dev()
show()
4.保留关键帧， 用作后续调试¶
In [51]:
img_path = f"aaa/img_{count}.jpeg"
# frame = None
# img_path = f"aaa/img1.jpeg"
if frame is None:
frame = cv2.imread(img_path)
show(img_path=img_path)
寻找敏感区域¶
In [58]:
import cv2
import numpy as np
# 读取图片
image = cv2.imread(img_path)
# 将图片转换为灰度图像
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
# 使用阈值将黑色文字提取出来
# _, thresh = cv2.threshold(gray, 200, 255, cv2.THRESH_BINARY_INV)
thresh = cv2.adaptiveThreshold(gray, 255, cv2.ADAPTIVE_THRESH_MEAN_C, cv2.THRESH_BINARY_INV, 15, 25)
# # 使用轮廓检测找到黑色文字区域
# contours, _ = cv2.findContours(thresh, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
# # 对黑色文字区域进行高斯模糊处理
# for contour in contours:
# x, y, w, h = cv2.boundingRect(contour)
# black_text_area = image[y:y+h, x:x+w]
# blurred_text_area = cv2.GaussianBlur(black_text_area, (25, 25), 0)
# image[y:y+h, x:x+w] = blurred_text_area
frame = thresh
# 显示处理后的图片
show()
# plt.imshow(cv2.cvtColor(thresh, cv2.COLOR_BGR2RGB))
通过腐蚀膨胀， 寻找可能的敏感区域¶
In [59]:
opened = thresh
opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_CROSS, (8,8)))
opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_RECT, (5,5)))
opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN, cv2.getStructuringElement(cv2.MORPH_RECT, (5,5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_RECT, (5,5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN, cv2.getStructuringElement(cv2.MORPH_RECT, (6,6)))
frame = opened
show()
In [55]:
find_center_dialogs_img = np.copy(frame)
h, w = frame.shape[:2]
find_center_dialogs_img[0:128,:] = 0
find_center_dialogs_img[-178:,:] = 0
find_center_dialogs_img[:,:220] = 0
find_center_dialogs_img[:,-50:] = 0
line_size = 3
line_len = 120
find_center_dialogs_img_h = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_OPEN, np.ones((line_size, line_len)))
find_center_dialogs_img_v = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_OPEN, np.ones((line_len, line_size)))
find_center_dialogs_img = np.bitwise_or(find_center_dialogs_img_h , find_center_dialogs_img_v)
find_center_dialogs_img = cv2.morphologyEx(find_center_dialogs_img, cv2.MORPH_CLOSE, np.ones((4, 4)))
print(list(filter(lambda it: it[-2] > line_len and it[-1] > line_len, gen_rect(find_center_dialogs_img))))
show(img=find_center_dialogs_img)
[]
In [56]:
# 制作mask
mask = opened
mask_h = cv2.morphologyEx(mask, cv2.MORPH_OPEN, np.ones((1, 12 * 50)))
mask_v = cv2.morphologyEx(mask, cv2.MORPH_OPEN, np.ones((12 * 3, 1)))
opened_remove_h_v_lines = cv2.bitwise_xor(mask_v + mask_h, opened) # type: ignore
frame = opened_remove_h_v_lines
# 显示处理后的图片
show()
In [207]:
# opened = thresh
# opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_CROSS, (5,5)))
# # opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_CROSS, (5,5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN, cv2.getStructuringElement(cv2.MORPH_RECT, (4,4)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_RECT, (5,5)))
# opened = cv2.morphologyEx(opened, cv2.MORPH_OPEN, cv2.getStructuringElement(cv2.MORPH_RECT, (10,10)))
# frame = opened
# show()
绘制敏感区域¶
In [57]:
_binary_img = opened
_binary_img = opened_remove_h_v_lines
img = np.copy(image)
# 使用轮廓检测找到黑色文字区域
contours, _ = cv2.findContours(
_binary_img, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
# 对黑色文字区域进行高斯模糊处理
for contour in contours:
x, y, w, h = cv2.boundingRect(contour)
# TODO 后续可以作为可选项 只针对有灰/白色背景的文字做处理
# TODO 对中央小框里面的数据可以不进行打码处理
if 150 < x and 120 < y < 950 \
and 6 < h < 12 * 3 \
and 8 < w < 12 * 30:
# and 6 < h < 12 * 2.2 \
# and 8 < w < 12 * 18:
cv2.rectangle(img, (x, y), (x + w, y + h), (0, 0, 255), 2)
else:
# cv2.putText(img, f"({x},{y},{w},{h})", (x, y - 5), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 155, 0), 2)
cv2.rectangle(img, (x, y), (x + w, y + h), (255, 125, 0), 2)
frame = img
# 显示处理后的图片
show()
In [35]:
# 计算灰度图像的直方图
hist = cv2.calcHist([gray], [0], None, [256], [0, 256])
# 绘制直方图
plt.plot(hist, color='gray')
plt.xlabel('Pixel Value')
plt.ylabel('Frequency')
plt.title('Grayscale Histogram')
plt.show()
In [36]:
# 将图像转换为 RGB 格式
image_rgb = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
# 将图像展平为一维数组
pixels = image_rgb.reshape((-1, 3))
# 计算每个颜色值的数量
unique_colors, counts = np.unique(pixels, axis=0, return_counts=True)
# 计算总像素数
total_pixels = pixels.shape[0]
# 找出数量占比超过50%的颜色值
selected_colors = unique_colors[counts / total_pixels > 0.20]
print("数量占比超过50%的颜色值:")
print(selected_colors)
数量占比超过50%的颜色值: [[251 253 250]]
In [37]:
gray_ratio = np.array([0.299,0.587,0.114])
for color in selected_colors:
gray_value = sum(gray_ratio * color)
print("灰度值：", gray_value)
灰度值： 252.06
In [38]:
sum(gray_ratio * np.array([247,248,252]))
Out[38]:
248.15699999999998
In [39]:
np.max(counts / total_pixels)
Out[39]:
0.5844270833333334
5.释放资源¶
In [ ]:
video_capture.release()
output_video.release()
cv2.destroyAllWindows()