#!/usr/bin/python  
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# -*- coding: GBK -*-  
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#-------------------------------------------------------------------------------  
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#  
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##@package   
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#  
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# @todo:¶ÁÈ¡PY±í  
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# @author hxp  
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# @date 2018-05-10  
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# @version 1.0  
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#  
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# ÏêϸÃèÊö: ¶ÁÈ¡PY±í  
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#  
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#-------------------------------------------------------------------------------  
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#"""Version = 2018-05-10 12:00"""  
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#-------------------------------------------------------------------------------  
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import FormulaControl  
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import ChConfig  
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import LogUI  
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import hashlib  
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import os  
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'''±í½á¹¹¶¨Òå×Öµä  
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{  
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    ±íÃû:(  
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        (×Ö¶ÎÀàÐÍ, ×Ö¶ÎÃû, ÊÇ·ñ²éѯË÷Òý),   
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        ...  
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        ),  
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    ...  
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}  
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'''  
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Def_IpyTable = {  
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                #<%Table_Def%>  
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                }  
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#<%Table_Class%>  
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def Log(msg, playerID=0, par=0):  
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    LogUI.Msg("%s\t%s\t%s" % (par, playerID, msg))  
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    return  
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def ErrLog(msg, playerID=0, par=0):  
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    LogUI.Msg("%s\t%s\t###Error:%s" % (par, playerID, msg))  
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    return  
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## PY±íÊý¾Ý¹ÜÀíÀà  
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class IPY_DataMgr():  
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    def __init__(self):  
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        self.fileMD5Dict = {} # Êý¾Ý±íÎļþmd5×Öµä, ÓÃÓÚ¶Ô±ÈÎļþ²îÒìÅжÏÊÇ·ñÖØ¶Á {dtName:md5, ...}  
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        self.ipyConfigEx = {} # ×Ô¶¨ÒåÊý¾Ý»º´æ {key:configData, ...}  
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        self.ipyDataIndexMap = {} # Êý¾Ý±íË÷Òý²éѯ»º´æ {dtName:{args:[index, ...], ...}, ...}  
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        self.ipyDataIndexMapEx = {} # Êý¾Ý±í×Ô¶¨Òå²éѯÌõ¼þ²éѯ»º´æ {dtName_(findKey,...):{(findKeyValue, ...):[index, ...], ...}, ...}  
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        self.ipyFuncConfigDict = {} # ¹¦ÄÜÅäÖÃ±í»º´æ {key:IPY_FuncConfig, ...}  
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        self.IpyDataClear()  
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        return  
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    def IpyDataClear(self):  
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        Log("IPY_DataMgr Init...")  
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        self.ipyConfigEx = {}  
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        #<%Ipy_Cache_Init%>  
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        Log("IPY_FuncConfig count=%s" % len(self.ipyFuncConfigDict))  
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        Log("IPY_DataMgr InitOK!")  
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        return  
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    def __LoadFileData(self, tableName, Class):  
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        curPath = "<%LoadStructPath%>" + "\\PySysDB\\tag" + tableName + ".txt"  
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        if not os.path.isfile(curPath):  
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            ErrLog("can not find file = %s,%s" % (tableName, curPath))  
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            raise Exception("can not find file = %s,%s" % (tableName, curPath))  
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        fileObj = open(curPath, 'rb')  
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        content = fileObj.read()  
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        fileObj.close()  
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        md5_obj = hashlib.md5()  
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        md5_obj.update(content)  
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        newMD5Code = md5_obj.hexdigest()  
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        if tableName in self.fileMD5Dict:  
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            oldMD5Code = self.fileMD5Dict[tableName]  
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            if newMD5Code == oldMD5Code:  
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                return getattr(self, "ipy%sCache" % tableName)  
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            if tableName in self.ipyDataIndexMap:  
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                self.ipyDataIndexMap.pop(tableName)  
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            for dtName_Findkey in self.ipyDataIndexMapEx.keys():  
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                findStr = "%s_" % tableName  
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                if findStr in dtName_Findkey:  
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                    self.ipyDataIndexMapEx.pop(dtName_Findkey)  
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            if tableName == "FuncConfig":  
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                self.ipyFuncConfigDict = {}  
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        self.fileMD5Dict[tableName] = newMD5Code  
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        dataIndex = 0  
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        indexDict = {}  
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        cacheList = []  
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        fieldList = Def_IpyTable[tableName]  
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        infoList = content.split('\r\n')  
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        for line in xrange(len(infoList)):  
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            if line == 0:  
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                continue  
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            if not infoList[line]:  
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                #ErrLog("line not content! %s, line=%s" % (tableName, line))  
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                continue  
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            rowList = infoList[line].split('\t')  
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            if len(fieldList) != len(rowList):  
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                ErrLog("field count error!, %s, line=%s, len=%s,rowCount=%s" % (tableName, line, len(fieldList), len(rowList)))  
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                raise Exception("field count error!, %s, line=%s, len=%s,rowCount=%s" % (tableName, line,len(fieldList), len(rowList)))  
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            try:  
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                indexKey = []  
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                classObj = Class()  
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                for j, value in enumerate(rowList):  
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                    fieldType, fieldName, isIndex = fieldList[j]  
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                    if fieldType == "char":  
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                        attrValue = value  
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                    elif fieldType == "dict":  
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                        attrValue = self.__StrToDict(value)  
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                    elif fieldType == "list":  
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                        attrValue = self.__StrToList(value)  
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                    elif fieldType == "eval":  
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                        attrValue = self.__StrToEval(value)  
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                    elif fieldType == "float":  
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                        attrValue = float(value)  
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                    else:  
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                        attrValue = 0 if not value.isdigit() else int(value)  
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                    setattr(classObj, "%s" % fieldName, attrValue)  
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                    if isIndex:  
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                        indexKey.append(attrValue)  
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                cacheList.append(classObj)  
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                indexKey = tuple(indexKey)  
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                indexList = indexDict.get(indexKey, [])  
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                indexList.append(dataIndex)  
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                indexDict[indexKey] = indexList  
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                dataIndex += 1  
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            except BaseException:  
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                ErrLog("SetIpyDataError: tableName=%s,line=%s,fieldName=%s,fieldType=%s,value=%s" % (tableName, line, fieldName, fieldType, value))  
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                raise  
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            if tableName == "FuncConfig":  
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                self.__LoadFuncConfigData(fieldList, rowList)  
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        if tableName != "FuncConfig":  
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            self.ipyDataIndexMap[tableName] = indexDict  
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        Log("LoadIpydata: %s, content count=%s" % (tableName, len(cacheList)))  
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        return cacheList  
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    def __LoadFuncConfigData(self, fieldList, rowList):  
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        funcConfigObj = IPY_FuncConfig()  
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        key = rowList[0]  
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        funcConfigObj.Key = key  
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        for i, strValue in enumerate(rowList):  
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            if i == 0:  
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                continue  
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            try:  
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                fieldName = fieldList[i][1]  
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                strValue = strValue.lstrip().rstrip()  
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                if strValue.isdigit():  
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                    configValue = int(strValue)  
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                elif (strValue.startswith("{") and strValue.endswith("}")) \  
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                    or (strValue.startswith("[") and strValue.endswith("]")) \  
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                    or (strValue.startswith("(") and strValue.endswith(")")):  
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                    configValue = eval(strValue)  
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                elif "_" in strValue and type(self.__StrToDict(strValue)) == dict:  
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                    configValue = self.__StrToDict(strValue)  
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                elif ChConfig.Def_Str_Montant in strValue:  
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                    configValue = eval("(%s,)" % strValue.replace(ChConfig.Def_Str_Montant, ","))  
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                elif strValue in ["-", ""]:  
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                    configValue = ""  
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                else:  
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                    configValue = self.__ToFloat(strValue)  
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            except BaseException:  
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                ErrLog("SetIpyDataError: tableName=%s,key=%s,i=%s,value=%s" % ("FuncConfig", key, i, strValue))  
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                raise  
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            setattr(funcConfigObj, fieldName, configValue)  
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        self.ipyFuncConfigDict[key] = funcConfigObj  
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        return  
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    def __ToFloat(self, strValue):  
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        try:  
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            value = float(strValue)  
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        except:  
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            return strValue  
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        return value  
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    def __StrToEval(self, strValue):  
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        if not strValue or strValue in ["0", "-", ""]:  
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            return  
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        return eval(strValue)  
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    def __StrToDict(self, strValue):  
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        setDict = {}  
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        if "{" in strValue and "}" in strValue:  
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            setDict = eval(strValue)  
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        elif strValue in ["0", "-", ""]:  
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            pass  
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        else:  
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            keyValueList = strValue.split(ChConfig.Def_Str_Montant)  
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            for keyValue in keyValueList:  
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                if "_" not in keyValue:  
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                    continue  
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                kv = keyValue.split("_")  
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                if len(kv) != 2:  
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                    return  
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                key, value = kv  
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                if key.isdigit():  
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                    key = int(key)  
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                if value.isdigit():  
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                    value = int(value)  
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                setDict[key] = value  
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        return setDict  
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    def __StrToList(self, strValue):  
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        setList = []  
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        if ("[" in strValue and "]" in strValue) or ("(" in strValue and ")" in strValue):  
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            setList = eval(strValue)  
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        elif strValue in ["0", "-", ""]:  
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            pass  
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        elif strValue.isdigit():  
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            setList = (int(strValue),)  
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        else:  
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            for value in strValue.split(ChConfig.Def_Str_Montant):  
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                if value.isdigit():  
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                    value = int(value)  
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                setList.append(value)  
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            if setList:  
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                setList = tuple(setList)  
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        return setList  
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#<%Ipy_Cache_Func%>  
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IPYData = IPY_DataMgr()  
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def IPY_Data(): return IPYData  
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def GetConfigEx(key):  
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    '''»ñÈ¡×Ô¶¨Òåkey»º´æÊý¾Ý  
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    '''  
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    if key in IPYData.ipyConfigEx:  
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        return IPYData.ipyConfigEx[key]  
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    return  
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def SetConfigEx(key, configData):  
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    '''ÉèÖÃ×Ô¶¨Òåkey»º´æÊý¾Ý  
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    ÓÐЩ±íµÄÅäÖÃÄÚÈÝ¿ÉÄÜÔÚʵ¼Ê¹¦ÄÜʹÓÃÖÐÖ±½ÓʹÓñíÊý¾ÝµÄ»°»á±È½ÏÂé·³£¬±ÈÈçÿ´Î¶¼Òª±éÀú»ñȡһЩ±íÊý¾Ý  
 | 
    Èç¹û¾¹ýÒ»²ãÊý¾Ýת»»ºóÔÙÀ´Ê¹ÓøÃÊý¾ÝµÄ»°»á¼ò»¯¹¦ÄÜÂß¼»òÌá¸ßЧÂÊ£¬Ôò¿ÉÒÔͨ¹ýº¯Êý±£´æÒ»Ð©×Ô¶¨ÒåµÄ»º´æÄÚÈÝ£¬·½±ã¹¦ÄÜʹÓà  
 | 
    Ò²¿ÉÒÔÊÊÓÃÓÚÆäËû×Ô¶¨Ò建´æ´æ´¢  
 | 
    '''  
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    IPYData.ipyConfigEx[key] = configData  
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    return configData  
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def GetIpyGameData(dtName, *args):  
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    '''»ñÈ¡±íÊý¾Ý£¬ÊÊÓÃÓÚÊý¾ÝΨһµÄ£¬·µ»Øµ¥ÌõÊý¾ÝʵÀý  
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    @param dtName: ±íÃû£¬²»º¬tag  
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    @param args: ½¨±íʱÉèÖõÄË÷Òý×Ö¶Î˳Ðò¶ÔÓ¦µÄ²éѯֵ  
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    @return: ¶ÔÓ¦²éѯÌõ¼þµÄ ipyData Êý¾ÝʵÀý£¬Ö»·µ»Øµ¥¸öʵÀý  
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    @ʹÓÃ˵Ã÷: IpyGameDataPY.GetIpyGameData(±íÃû, Ë÷Òý1²éѯֵ, Ë÷Òý2²éѯֵ, ¡ )  
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    '''  
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    if dtName not in IPYData.ipyDataIndexMap:  
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        ErrLog("Can not found ipyData dtName=%s" % (dtName))  
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        return  
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    indexDict = IPYData.ipyDataIndexMap[dtName]  
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    if args not in indexDict:  
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        ErrLog("Can not found ipyData dtName=%s,indexValue=%s" % (dtName, args))  
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        return  
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    indexList = indexDict[args]  
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    return getattr(IPYData, "ipy%sCache" % dtName)[indexList[0]]  
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def GetIpyGameDataList(dtName, *args):  
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    '''»ñÈ¡±íÊý¾Ý£¬ÊÊÓÃÓÚ²éѯ½á¹ûÓжàÌõÊý¾ÝµÄ  
 | 
    @param dtName: ±íÃû£¬²»º¬tag  
 | 
    @param args: ½¨±íʱÉèÖõÄË÷Òý×Ö¶Î˳Ðò¶ÔÓ¦µÄ²éѯֵ  
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    @return: ¶ÔÓ¦²éѯÌõ¼þµÄ ipyData Êý¾ÝʵÀýÁÐ±í  
 | 
    @ʹÓÃ˵Ã÷: Óë GetIpyGameData º¯ÊýÏàͬ  
 | 
    '''  
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    if dtName not in IPYData.ipyDataIndexMap:  
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        ErrLog("Can not found ipyDataList dtName=%s" % (dtName))  
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        return  
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    indexDict = IPYData.ipyDataIndexMap[dtName]  
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    if args not in indexDict:  
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        ErrLog("Can not found ipyDataList dtName=%s,indexValue=%s" % (dtName, args))  
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        return  
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    indexList = indexDict[args]  
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    dataCache = getattr(IPYData, "ipy%sCache" % dtName)  
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    return [dataCache[i] for i in indexList]  
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def GetIpyGameDataNotLog(dtName, *args):  
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    '''Óë GetIpyGameData º¯ÊýÏàͬ, Ö»ÊÇÕÒ²»µ½Êý¾Ýʱ²»»áÊä³öÈÕÖ¾  
 | 
    '''  
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    if dtName not in IPYData.ipyDataIndexMap:  
 | 
        #ErrLog("Can not found ipyData dtName=%s" % (dtName))  
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        return  
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    indexDict = IPYData.ipyDataIndexMap[dtName]  
 | 
    if args not in indexDict:  
 | 
        #ErrLog("Can not found ipyData dtName=%s,indexValue=%s" % (dtName, args))  
 | 
        return  
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    indexList = indexDict[args]  
 | 
    return getattr(IPYData, "ipy%sCache" % dtName)[indexList[0]]  
 | 
  
 | 
def GetIpyGameDataListNotLog(dtName, *args):  
 | 
    '''Óë GetIpyGameDataList º¯ÊýÏàͬ, Ö»ÊÇÕÒ²»µ½Êý¾Ýʱ²»»áÊä³öÈÕÖ¾  
 | 
    '''  
 | 
    if dtName not in IPYData.ipyDataIndexMap:  
 | 
        #ErrLog("Can not found ipyDataList dtName=%s" % (dtName))  
 | 
        return  
 | 
    indexDict = IPYData.ipyDataIndexMap[dtName]  
 | 
    if args not in indexDict:  
 | 
        #ErrLog("Can not found ipyDataList dtName=%s,indexValue=%s" % (dtName, args))  
 | 
        return  
 | 
    indexList = indexDict[args]  
 | 
    dataCache = getattr(IPYData, "ipy%sCache" % dtName)  
 | 
    return [dataCache[i] for i in indexList]  
 | 
  
 | 
def GetIpyGameDataByCondition(dtName, keyDict={}, returnList=False, isLogNone=True):  
 | 
    '''¸ù¾Ý×Ô¶¨Òå²éѯÌõ¼þ²éѯ±íÊý¾Ý£¬ÓÉÓÚĿǰֻ֧³Ö½¨Á¢Ò»×é²éѯË÷Òý£¬ËùÒÔʹÓÃÆäËû²éѯÌõ¼þ²é±íʱֻÄÜͨ¹ý¸Ãº¯Êý²éÕÒ  
 | 
    @param dtName: ±íÃû£¬²»º¬tag  
 | 
    @param keyDict: ²éѯÌõ¼þ×Öµä {²éѯ×Ö¶ÎÃû:²éѯֵ, ...}  
 | 
    @param returnList: ÊÇ·ñÒÔÁбíµÄÐÎʽ·µ»Ø²éѯÊý¾Ý£¬Ä¬ÈÏ·ñ  
 | 
    @param isLogNone: ÕÒ²»µ½Êý¾ÝʱÊÇ·ñÊý¾ÝÈÕÖ¾£¬Ä¬ÈÏÊÇ  
 | 
    @return: ÕÒ²»µ½Êý¾Ýʱ·µ»Ø None£¬ÓÐÊý¾Ýʱ¸ù¾Ý²ÎÊýÊÇ·ñ·µ»ØÁÐ±í·µ»Ø¶ÔÓ¦µÄÊý¾ÝʵÀý»òÊý¾ÝʵÀýÁÐ±í  
 | 
    '''  
 | 
    fieldList = keyDict.keys()  
 | 
    valueList = keyDict.values()  
 | 
    findFieldKey = "%s_%s" % (dtName, fieldList)  
 | 
    findValueKey = tuple(valueList)  
 | 
      
 | 
    cacheList = getattr(IPYData, "ipy%sCache" % dtName)  
 | 
    if findFieldKey not in IPYData.ipyDataIndexMapEx:  
 | 
        indexMapDict = {}  
 | 
        for index, iData in enumerate(cacheList):  
 | 
            valuekey = tuple([getattr(iData, "%s" % field) for field in fieldList])  
 | 
            indexList = indexMapDict.get(valuekey, [])  
 | 
            indexList.append(index)  
 | 
            indexMapDict[valuekey] = indexList          
 | 
        IPYData.ipyDataIndexMapEx[findFieldKey] = indexMapDict  
 | 
          
 | 
    indexMapDict = IPYData.ipyDataIndexMapEx[findFieldKey]  
 | 
    if findValueKey not in indexMapDict:  
 | 
        if isLogNone:  
 | 
            ErrLog("GetIpyGameDataByCondition can not found data! %s %s" % (dtName, keyDict))  
 | 
        return  
 | 
    indexList = indexMapDict[findValueKey]  
 | 
    if not returnList:  
 | 
        return cacheList[indexList[0]]  
 | 
    return [cacheList[index] for index in indexList]  
 | 
  
 | 
def GetFuncCfgIpyData(key):  
 | 
    '''¶Á¹¦ÄÜÅäÖñíÅäÖÃʵÀý  
 | 
    @param key: ÅäÖÃkey  
 | 
    @return: Ö±½Ó·µ»Ø¸ÃÅäÖÃkey¶ÔÓ¦µÄÅäÖÃipyDataʵÀý  
 | 
    '''  
 | 
    if key not in IPYData.ipyFuncConfigDict:  
 | 
        ErrLog("Can not found ipyData FuncConfig key=%s!" % key)  
 | 
        return ""  
 | 
    return IPYData.ipyFuncConfigDict[key]  
 | 
  
 | 
def GetFuncCfg(key, index=1):  
 | 
    '''¶Á¹¦ÄÜÅäÖñíÅäÖÃרÓú¯Êý  
 | 
    @param key: ÅäÖÃkey  
 | 
    @param index: µÚ¼¸¸öÅäÖÃÖµ£¬Ö§³Ö1~5  
 | 
    @return: Ö±½Ó·µ»Ø¶ÔÓ¦µÄÊý¾ÝÀàÐÍ int¡¢str£¬²»ÓÃÔÙÊÖ¶¯×ªint  
 | 
    '''  
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    if key not in IPYData.ipyFuncConfigDict:  
 | 
        ErrLog("Can not found ipyData FuncConfig key=%s!" % key)  
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        return ""  
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    cfgObj = IPYData.ipyFuncConfigDict[key]  
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    if index == 1:  
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        return cfgObj.Numerical1  
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    if index == 2:  
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        return cfgObj.Numerical2  
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    if index == 3:  
 | 
        return cfgObj.Numerical3  
 | 
    if index == 4:  
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        return cfgObj.Numerical4  
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    if index == 5:  
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        return cfgObj.Numerical5  
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    ErrLog("Can not found ipyData FuncConfig key=%s,index=%s!" % (key, index))  
 | 
    return ""  
 | 
  
 | 
def GetFuncEvalCfg(key, index=1, defaultValue=[]):  
 | 
    '''¶ÁÈ¡¹¦ÄÜÅäÖñíÅäÖÃÁÐ±í¡¢×Öµä¸ñʽרÓú¯Êý  
 | 
    @param key: ÅäÖÃkey  
 | 
    @param index: µÚ¼¸¸öÅäÖÃÖµ£¬Ö§³Ö1~5  
 | 
    @return: Ö±½Ó·µ»Ø¶ÔÓ¦µÄÊý¾ÝÀàÐÍ list¡¢dict¡¢tuple£¬²»ÓÃÔÙeval  
 | 
      
 | 
    ÓÉÓڲ߻®ÓÐ×Ô¶¨ÒåµÄÁбí½á¹¹ obj|¡ , µ±¸ÃÁбíÅäÖÃÖ»ÓÐÒ»¸öÔªËØÊ±£¬´ËʱÅäÖõÄÄÚÈÝΪµ¥¸öÊýÖµ£¬¼ÓÔØµÄÅäÖõÄʱºò´ËÌõÊý¾Ý»á±»×ªÎªintÐÍ  
 | 
    ¹ÊʹÓøÃרÓú¯Êý·µ»ØÁбí½á¹¹£¬·½±ã¹¦ÄÜ¿ª·¢Ê±²»ÓÃÔÙ¿¼ÂÇÁбíΪintʱµÄÇé¿ö£»  
 | 
    µ±È»Èç¹ûÅäÖõÄÄÚÈݱ¾Éí¾ÍΪpythonµÄÁÐ±í¡¢×Öµä½á¹¹µÄ»°¿ÉʹÓÃÉÏÃæµÄº¯Êý  
 | 
    ²»¹ýΪÁËͳһ£¬½¨Ò鹦ÄÜÅäÖñí¶ÁÁÐ±í¡¢×Öµäʱ¶¼Ê¹Óøú¯Êý  
 | 
    '''  
 | 
    if key not in IPYData.ipyFuncConfigDict:  
 | 
        ErrLog("Can not found ipyData FuncConfig key=%s!" % key)  
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        return defaultValue  
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    cfgObj = IPYData.ipyFuncConfigDict[key]  
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    if index == 1:  
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        curConfig = cfgObj.Numerical1  
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    elif index == 2:  
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        curConfig = cfgObj.Numerical2  
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    elif index == 3:  
 | 
        curConfig = cfgObj.Numerical3  
 | 
    elif index == 4:  
 | 
        curConfig = cfgObj.Numerical4  
 | 
    elif index == 5:  
 | 
        curConfig = cfgObj.Numerical5  
 | 
    else:  
 | 
        ErrLog("Can not found ipyData FuncConfig key=%s,index=%s!" % (key, index))  
 | 
        return defaultValue  
 | 
    curType = type(curConfig)  
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    if curType in [list, tuple, dict]:  
 | 
        return curConfig  
 | 
    if curType == int:  
 | 
        return [curConfig]  
 | 
    return defaultValue  
 | 
  
 | 
def GetFuncCompileCfg(key, index=1):  
 | 
    '''»ñÈ¡¹¦ÄÜÅäÖñíÒѱàÒë¹ýµÄ¹«Ê½  
 | 
    @param key: ÅäÖÃkey  
 | 
    @param index: µÚ¼¸¸öÅäÖÃÖµ£¬Ö§³Ö1~5  
 | 
    @return: ·µ»ØÒѱàÒë¹ýµÄ¹«Ê½  
 | 
    '''  
 | 
    return FormulaControl.GetCompileFormula(key + str(index), str(GetFuncCfg(key, index)))  
 | 
  
 | 
def InterpolationSearch(dtName, keyName, keyValue, conditionDict={}):  
 | 
    '''²éѯÌõ¼þÏÂÓë¶ÔÓ¦²éѯ×ֶβο¼ÖµÏà½üµÄÊý¾ÝʵÀý£»²Î¿¼ÖµÐ¡ÓÚÅäÖñí×îСֵʱ·µ»Ønone£¬´óÓÚ×î´óֵʱ·µ»Ø×î´óÖµ¶ÔÓ¦µÄʵÀý  
 | 
    @param dtName: ±íÃû£¬²»º¬tag  
 | 
    @param keyName: ²Î¿¼×Ö¶ÎÃû  
 | 
    @param keyValue: ²Î¿¼×Ö¶ÎÖµ£¬´óÓÚµÈÓÚ×Ö¶Îֵʱ·µ»Ø¶ÔÓ¦Êý¾Ý  
 | 
    @param conditionDict: ²éѯÌõ¼þ£¬{²éѯ×Ö¶ÎÃû:×Ö¶ÎÖµ, ...}  
 | 
    @return: ÕÒ²»µ½Êý¾Ý·µ»Ø None £¬ ·ñÔò·µ»Ø¶ÔÓ¦µÄ ipyData Êý¾ÝʵÀý  
 | 
    '''  
 | 
    if not conditionDict:  
 | 
        dataList = getattr(IPYData, "ipy%sCache" % dtName)  
 | 
    else:  
 | 
        dataList = GetIpyGameDataByCondition(dtName, conditionDict, True)  
 | 
    if not dataList:  
 | 
        return  
 | 
      
 | 
    low = 0  
 | 
    lowData = dataList[0]  
 | 
    lowValue = getattr(lowData, "%s" % keyName)  
 | 
    if keyValue < lowValue:  
 | 
        return  
 | 
      
 | 
    high = len(dataList) - 1  
 | 
    highData = dataList[high]  
 | 
    highValue = getattr(highData, "%s" % keyName)  
 | 
    if keyValue >= highValue:  
 | 
        return highData  
 | 
      
 | 
    near = low + int((high - low) * (keyValue - lowValue)/(highValue - lowValue))  
 | 
      
 | 
    nearData = dataList[near]  
 | 
    nearValue = getattr(nearData, "%s" % keyName)  
 | 
      
 | 
    if keyValue < nearValue:  
 | 
        for i in xrange(near - 1, low - 1, -1):  
 | 
            nearData = dataList[i]  
 | 
            nearValue = getattr(nearData, "%s" % keyName)  
 | 
            if nearValue <= keyValue:  
 | 
                return nearData  
 | 
              
 | 
    elif keyValue > nearValue:  
 | 
        for i in xrange(near + 1, high + 1):  
 | 
            nearData = dataList[i]  
 | 
            nearValue = getattr(nearData, "%s" % keyName)  
 | 
            if nearValue > keyValue:  
 | 
                return dataList[i - 1]  
 | 
              
 | 
    return nearData  
 | 
  
 |