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sync_energydata

李莎 2 年之前
当前提交
439c2a4cd5
共有 11 个文件被更改,包括 634 次插入0 次删除
  1. 49 0
      MyUtils/ConfigUtils.py
  2. 121 0
      MyUtils/DateUtils.py
  3. 42 0
      MyUtils/HttpUtil.py
  4. 53 0
      MyUtils/MetadataWebUtil.py
  5. 70 0
      MyUtils/MysqlUtils.py
  6. 104 0
      MyUtils/ZillionUtil.py
  7. 1 0
      config-time.json
  8. 24 0
      config.json
  9. 10 0
      config.xml
  10. 16 0
      main.py
  11. 144 0
      start.py

+ 49 - 0
MyUtils/ConfigUtils.py

@@ -0,0 +1,49 @@
+import xml.etree.ElementTree as ET
+
+
+#读取xml文件
+class ConfigUtils():
+    def __init__(self,file):
+        self.url = ""
+        self.tree = ET.parse(file)
+        self.root = self.tree.getroot()
+
+    def readTop(self, key, child):
+        datas = []
+        data = self.root.find(key)
+        for key in child:
+            datas.append(data.get(key))
+        return datas
+
+    def readTopDict(self, key, child):
+        datas = {}
+        data = self.root.find(key)
+        for key in child:
+            datas[key] = data.get(key)
+        return datas
+
+    def readConfig(self,parent,child):
+        datas=[]
+        for childLine in self.root.find(parent):
+            data=[]
+            for key in child:
+                data.append(childLine.get(key))
+            datas.append(data)
+        return datas
+
+    def readConfigDict(self,parent,child):
+        datas=[]
+        for childLine in self.root.find(parent):
+            data={}
+            for key in child:
+                data[key]=childLine.get(key)
+            datas.append(data)
+        return datas
+
+    def readConfigSingle(self,key):
+        data = self.root.find(key).text
+        return data
+
+
+if __name__ == '__main__':
+    config = ConfigUtils("logger.conf")

+ 121 - 0
MyUtils/DateUtils.py

@@ -0,0 +1,121 @@
+import datetime
+
+from dateutil import rrule
+
+YYmmddHHMMSS = "%Y%m%d%H%M%S"
+YYmmdd = "%Y%m%d"
+
+# 根据开始月份结束月份获取所有月份
+def get_each_month(start_month, end_month):
+    if str(start_month).count('-') != 1 or str(end_month).count('-') != 1:
+        print("Parameter Error: Pls input a string such as '2019-01'")
+        return []
+    if int(str(start_month).split('-')[1]) > 12 or int(str(end_month).split('-')[1]) > 12:
+        print('Parameter Error: Pls input correct month range such as between 1 to 12')
+        return []
+    if int(str(start_month).split('-')[1]) == 0 or int(str(end_month).split('-')[1]) == 13:
+        print('Parameter Error: Pls input correct month range such as between 1 to 12')
+        return []
+    start = datetime.datetime.strptime(start_month, "%Y-%m")
+    end = datetime.datetime.strptime(end_month, "%Y-%m")
+    month_count = rrule.rrule(rrule.MONTHLY, dtstart=start, until=end).count()  # 计算总月份数
+    if end < start:
+        print("Parameter Error: Pls input right date range,start_month can't latter than end_month")
+        return []
+    else:
+        list_month = []
+        year = int(str(start)[:7].split('-')[0])  # 截取起始年份
+        for m in range(month_count):  # 利用range函数填充结果列表
+            month = int(str(start)[:7].split('-')[1])  # 截取起始月份,写在for循环里,作为每次迭代的累加基数
+            month = month + m
+            if month > 12:
+                if month % 12 > 0:
+                    month = month % 12  # 计算结果大于12,取余数
+                    if month == 1:
+                        year += 1  # 只需在1月份的时候对年份加1,注意year的初始化在for循环外
+                else:
+                    month = 12
+            if len(str(month)) == 1:
+                list_month.append(str(year) + '-0' + str(month))
+            else:
+                list_month.append(str(year) + '-' + str(month))
+        return list_month
+
+
+# 转换格式,去掉"-",%Y%m
+def get_eachmonth(start_month, end_month):
+    startmonth = start_month[0:4] + "-" + start_month[4:6]
+    endmonth = end_month[0:4] + "-" + end_month[4:6]
+    months = get_each_month(startmonth, endmonth)
+    list_month = [i[0:4] + i[5:7] for i in months]
+    return list_month
+
+
+def get_month(starttime, endtime):
+    months = []
+    starttime = datetime.datetime.strptime(starttime[0:6], "%Y%m")
+    endtime = datetime.datetime.strptime(endtime[0:6], "%Y%m")
+    while starttime <= endtime:
+        start = starttime.strftime("%Y%m")
+        if start not in months:
+            months.append(start)
+        starttime = starttime + datetime.timedelta(days=1)
+    return months
+
+
+def get_month1(starttime, endtime):
+    months = []
+    startyear = int(starttime[0:4])
+    startmonth = int(starttime[4:6])
+    endyear = int(endtime[0:4])
+    endmonth = int(endtime[4:6])
+    while startyear != endyear or startmonth != endmonth:
+        startyearstr = str(startyear)
+        startmonthstr = str(startmonth)
+        if startmonth < 10:
+            startmonthstr = "0" + str(startmonth)
+        months.append(startyearstr + startmonthstr)
+        startmonth += 1
+        if startmonth == 13:
+            startyear += 1
+            startmonth = 1
+    months.append(endtime[0:6])
+    return months
+
+#根据开始结束时间获取最大区间为1天的时间区间
+# def get_day(starttime,endtime):
+#     times = []
+#     starttime = datetime.datetime.strptime(starttime, YYmmddHHMMSS)
+#     endtime = datetime.datetime.strptime(endtime, YYmmddHHMMSS)
+#     while starttime < endtime:
+#         start = starttime.strftime(YYmmddHHMMSS)
+#         starttime_delta = starttime + datetime.timedelta(days=1)
+#         end = starttime_delta.strftime(YYmmddHHMMSS)
+#         if str(starttime)[0:7]<str(starttime_delta)[0:7] :
+#             end = starttime_delta.strftime("%Y%m") +"01000000"
+#             starttime = datetime.datetime.strptime(end, YYmmddHHMMSS)
+#             times.append([start, end])
+#             continue
+#         if starttime >= starttime_delta:
+#             end = starttime_delta.strftime(YYmmddHHMMSS)
+#         starttime = starttime + datetime.timedelta(days=1)
+#         times.append([start,end])
+#     return times
+#根据开始结束时间获取最大区间为1天的时间区间
+def get_day(starttime,endtime):
+    times = []
+    starttime = datetime.datetime.strptime(starttime, YYmmddHHMMSS)
+    endtime = datetime.datetime.strptime(endtime, YYmmddHHMMSS)
+    while starttime < endtime:
+        start = starttime.strftime(YYmmddHHMMSS)
+        stratDay = datetime.datetime.strptime(start[0:8],YYmmdd)
+        starttime_delta = stratDay + datetime.timedelta(days=1)
+        end = starttime_delta.strftime(YYmmddHHMMSS)
+        if endtime <= starttime_delta:
+            end = endtime.strftime(YYmmddHHMMSS)
+        starttime = stratDay + datetime.timedelta(days=1)
+        times.append([start,end])
+    return times
+
+if __name__ == '__main__':
+    print(get_day("20200101000000", "20200201000000"))

+ 42 - 0
MyUtils/HttpUtil.py

@@ -0,0 +1,42 @@
+# coding=utf-8
+import sys
+
+if (sys.version_info.major == 3):
+    from urllib import parse
+    import urllib.request as urllib2
+else:
+    import urllib2
+
+
+class HttpUtil(object):
+    #post方法获取数据  application/json
+    @staticmethod
+    def post(url, postData):  #
+        req = urllib2.Request(url, data=postData.encode('utf-8'),
+                              headers={'Content-Type': 'application/json;charset=UTF-8'})
+        res = urllib2.urlopen(req, timeout=60).read().decode("utf-8")
+        return res
+
+    #post方法获取数据  application/x-www-form-urlencoded
+    @staticmethod
+    def postText(url, postData):
+        req = urllib2.Request(url, data=postData.encode('utf-8'),
+                              headers={'Content-Type': 'application/x-www-form-urlencoded;charset=UTF-8'})
+        res = urllib2.urlopen(req, timeout=60).read().decode("utf-8")
+        return res
+
+    #get方法获取数据  text/xml
+    @staticmethod
+    def get(url, getData, isquote):
+        if isquote:
+            getData = parse.quote(getData)
+        req = urllib2.Request((url + getData), headers={'Content-Type': 'text/xml;charset=UTF-8'})
+        res = urllib2.urlopen(req, timeout=60)
+        req = res.read()
+        return req.decode()
+
+
+# if __name__ == '__main__':
+    # httputil = HttpUtil()
+    # httputil.postText()
+    # HttpUtil.postText()

+ 53 - 0
MyUtils/MetadataWebUtil.py

@@ -0,0 +1,53 @@
+import json
+from MyUtils.HttpUtil import *
+
+
+class MetadataWebUtil(object):
+    def __init__(self, url):
+        self.url = url
+
+    def get_hbase(self, params):
+        params = json.dumps(params)
+        word = '<soapenv:Envelope xmlns:soapenv="http://schemas.xmlsoap.org/soap/envelope/" xmlns:ser="http://service.persagy.com/" xmlns:ent="http://entity.persagy.com">' \
+               '<soapenv:Header/>' \
+               '<soapenv:Body><ser:Query>' \
+               '<arg0>%s</arg0>' \
+               '</ser:Query></soapenv:Body></soapenv:Envelope>' % (params)
+        res = HttpUtil.post(self.url, word)
+        res = res.split("<return>")[1].split("</return>")[0]
+        res = json.loads(res.replace("&#xd;", ""))
+        return res
+
+    def database_list(self):
+        params = {
+            "QueryType": "database_list"
+        }
+        res = self.get_hbase(params)
+        return res["Content"]
+
+    def table_list(self, database):
+        params = {
+            "QueryType": "table_list_strict",
+            "Database": database
+        }
+        table_list_strict = self.get_hbase(params)["Content"]
+        params = {
+            "QueryType": "table_list",
+            "Database": database
+        }
+        table_list = self.get_hbase(params)["Content"]
+        table_list = [i for i in table_list if i not in table_list_strict]
+        tables = {}
+        for table in table_list_strict:
+            childs = []
+            for i in table_list:
+                if i.startswith(table + "_"):
+                    try:
+                        word = i[len(table + "_"):]
+                        if len(word) == 4 or len(word) == 6:
+                            word = int(word)
+                            childs.append(i)
+                    except:
+                        pass
+            tables[table] = childs
+        return tables

+ 70 - 0
MyUtils/MysqlUtils.py

@@ -0,0 +1,70 @@
+import pymysql
+from dbutils.pooled_db import PooledDB
+
+
+class MysqlUtils():
+    # 连接池对象
+    __pool = None
+    def __init__(self,**config):
+        self.host = config["host"]
+        self.port = int(config["port"])
+        self.user = config["user"]
+        self.passwd = config["passwd"]
+        self.database = None
+        if "database" in config:
+            self.database = config["database"]
+        # self.pool = self.get_conn()
+        self.pool = None
+
+    def get_conn(self):
+        if MysqlUtils.__pool is None:
+            __pool = PooledDB(pymysql, mincached=1, maxcached=5, maxconnections=5,
+                              host=self.host, port=self.port, user=self.user, passwd=self.passwd,
+                              database=self.database,
+                               use_unicode=False, blocking=False, charset="utf8")
+            self.pool = __pool
+
+
+    def query(self,sql):
+        con = None
+        cur = None
+        try:
+            con = self.pool.connection()
+            cur = con.cursor()
+            count = cur.execute(sql)
+            if count >= 0:
+                result = cur.fetchall()
+                result = [[j.decode() if isinstance(j,bytes) else j for j in i] for i in result]
+                # print(result)
+            else:
+                result = False
+            return result
+        except Exception as e:
+            print(e)
+        finally:
+            if cur:
+                cur.close()
+            if con:
+                con.close()
+
+
+    def update(self,sql):
+        con = None
+        cur = None
+        try:
+            con = self.pool.connection()
+            cur = con.cursor()
+            cur.execute(sql)
+            con.commit()
+        except Exception as e:
+            con.rollback()  # 事务回滚
+            print(e)
+        finally:
+            if cur:
+                cur.close()
+            if con:
+                con.close()
+
+    def close(self):
+        if MysqlUtils.__pool:
+            MysqlUtils.__pool.close()

+ 104 - 0
MyUtils/ZillionUtil.py

@@ -0,0 +1,104 @@
+from MyUtils.MetadataWebUtil import MetadataWebUtil
+
+
+class ZillionUtil():
+    def __init__(self, url):
+        self.metadata = MetadataWebUtil(url)
+
+    ##列出所有数据库
+    def database_list(self):
+        param = {
+            "QueryType": "database_list"
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Content"]
+
+        # TODO  其他zillion语句
+
+    ##列出所有数据库下的表(不包含分表)
+    def table_list_strict(self,table):
+        param = {
+            	"QueryType":"table_list_strict",
+	            "Database":table
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Content"]
+
+
+    ##列出所有数据库
+    # def query(self, database, table, Criteria):
+    #     param = {
+    #         "QueryType": "select",
+    #         "Database": database,
+    #         "Datatable": table,
+    #         "Criteria": Criteria
+    #     }
+    #     print(param)
+    #     databases = self.metadata.get_hbase(param)
+    #     return databases["Content"]
+
+    def select(self, database, table, Criteria):
+        param = {
+            "QueryType": "select",
+            "Database": database,
+            "Datatable": table,
+            "Criteria": Criteria
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Content"]
+
+    def table_key(self, database, table):
+        param = {
+            "QueryType": "table_detail",
+            "Database": database,
+            "Datatable": table
+        }
+        databases = self.metadata.get_hbase(param)
+        key = databases["Content"]["Key"]
+        return key
+
+
+
+    def select_count(self, database, table, Criteria):
+        param = {
+            "QueryType": "select_count",
+            "Database": database,
+            "Datatable": table,
+            "Criteria": Criteria
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Count"]
+
+    def query_data(self, sql):
+        databases = self.metadata.get_hbase(sql)
+        return databases["Content"]
+
+    def insert(self,database,table,InsertObject):
+        param = {
+            "QueryType": "batch_insert",
+            "Database": database,
+            "Datatable": table,
+            "InsertObjects": InsertObject
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Count"]
+
+    def remove(self,database,table,key):
+        param = {
+            "QueryType": "remove",
+            "Database": database,
+            "Datatable": table,
+            "Key": key
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Count"]
+
+    def put(self,database,table,InsertObject):
+        param = {
+            "QueryType": "batch_put",
+            "Database": database,
+            "Datatable": table,
+            "InsertObjects": InsertObject
+        }
+        databases = self.metadata.get_hbase(param)
+        return databases["Result"]

+ 1 - 0
config-time.json

@@ -0,0 +1 @@
+{"from_time": "20220414000000", "to_time": "20220417000000"}

+ 24 - 0
config.json

@@ -0,0 +1,24 @@
+{
+  "metadata": {
+    "database": "db_public",
+    "url": "http://10.100.28.79/metadata-web/services/Service1_WS?wsdl"
+  },
+  "mysql": {
+    "database": "sagacloud_review",
+    "host": "10.100.28.84",
+    "passwd": "gWK5o9WmCBF5LiW",
+    "port": 9934,
+    "user": "root"
+  },
+
+  "building": {
+    "id": "Pj3301100002",
+    "energyModels": [
+      "EI1001",
+      "EI10102010101001",
+      "EI10102010102001",
+      "EI101020102001",
+      "EI1010202001"
+    ]
+  }
+}

+ 10 - 0
config.xml

@@ -0,0 +1,10 @@
+<root>
+    
+    <metadata database="db_public" url="http://10.100.28.79/metadata-web/services/Service1_WS?wsdl" />
+    <mysql database="sagacloud_review" host="10.100.28.84" passwd="gWK5o9WmCBF5LiW" port="9934" user="root" />
+    <building id="Pj3301100002" from_time="20220413000000" to_time="20220416000000" />
+    <items>
+        <energyModel id="EI1001" />
+    </items>
+
+</root>

+ 16 - 0
main.py

@@ -0,0 +1,16 @@
+# This is a sample Python script.
+
+# Press Shift+F10 to execute it or replace it with your code.
+# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
+
+
+def print_hi(name):
+    # Use a breakpoint in the code line below to debug your script.
+    print(f'Hi, {name}')  # Press Ctrl+F8 to toggle the breakpoint.
+
+
+# Press the green button in the gutter to run the script.
+if __name__ == '__main__':
+    print_hi('PyCharm')
+
+# See PyCharm help at https://www.jetbrains.com/help/pycharm/

+ 144 - 0
start.py

@@ -0,0 +1,144 @@
+import json
+from MyUtils.ZillionUtil import ZillionUtil
+from MyUtils.DateUtils import get_day
+import datetime
+import pymysql
+import pytz
+import time
+INSERT_SQL = "replace into %s.energy_week_day(project_id,date,energy_cooling,energy_heating,energy_ac_terminal,energy_light,energy_others,create_time,update_time) values"
+SELECT_SQL = "select c_building from energy_survey.t_research_bdratio_compute"
+DELETE_SQL = "DELETE FROM %s.energy_week_day WHERE `project_id` = '%s' AND `date` >= '%s' AND `date` < '%s';"
+
+# 获取能耗数据
+def get_hbase_data(hbase_database, hbase_table, buildingid, energyModelNodeSign, from_time, to_time):
+    Criteria = {
+        "building": buildingid,
+        "energyModelNodeSign": energyModelNodeSign,
+        "energyModelSign": buildingid + "EM01",
+        "data_time": {
+            "$gte": from_time,
+            "$lt": to_time
+        }
+    }
+    datas = zillionUtil.select(hbase_database, hbase_table, Criteria)
+    return datas
+
+#计算建筑的能耗和
+def sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start, day_end):
+    data_values = []
+    for building in buildinglist:
+        datas = get_hbase_data(hbase_database, hbase_table, building, energyModelNodeSign, day_start, day_end)
+        for i in datas:
+            data_value = i["data_value"]
+            data_values.append(data_value)
+    if data_values:
+        sum_data_value = sum(data_values)
+        return  sum_data_value
+
+
+
+# 当前时间
+# datetimenow = datetime.datetime.now().strftime("%Y-%m-%d %H:%M")
+#容器里python获取时间少8小时
+tz = pytz.timezone('Asia/Shanghai') #东八区
+datetimenow = datetime.datetime.fromtimestamp(int(time.time()),
+    pytz.timezone('Asia/Shanghai')).strftime('%Y-%m-%d %H:%M:%S')
+
+now_time = datetime.datetime.now().strftime("%Y%m%d") + "000000"
+end_time = (datetime.datetime.now() + datetime.timedelta(days=1)).strftime("%Y%m%d")
+# 读取配置文件信息
+with open("config.json", "r") as f:
+    data = json.load(f)
+    hbase_database = data["metadata"]["database"]
+    url = data["metadata"]["url"]
+    project = data["building"]["id"]
+    energyModelNodeSigns = data["building"]["energyModels"]
+    mysql = data["mysql"]
+    database = mysql["database"]
+with open("config-time.json", "r") as fp:
+    data_t = json.load(fp)
+    from_time = data_t["from_time"]
+    to_time = data_t["to_time"]
+hbase_table = "data_energydata_1d"
+if to_time == "now":
+    to_time = end_time + "000000"
+days = get_day(from_time, to_time)
+try:
+    # 连接mysql
+    conn = pymysql.connect(**mysql)
+    mysql_cur = conn.cursor()
+    # 获取建筑列表
+    mysql_cur.execute(SELECT_SQL)
+    buildinglist = mysql_cur.fetchall()
+    buildinglist = [i[0] for i in buildinglist]
+
+    # #连接hbase
+    zillionUtil = ZillionUtil(url)
+    sqls = []
+    for day in days:
+        energy_cooling = "NULL"
+        energy_heating = "NULL"
+        energy_ac_terminal = "NULL"
+        energy_light = "NULL"
+        sum_value_data = "NULL"
+        day_start, day_end = day[0], day[1]
+        m_day_start, m_day_end = day[0][0:8], day[1][0:8]
+        date = day_start[0:8]
+        print("开始查询%s到%s的数据" % (m_day_start, m_day_end))
+        for energyModelNodeSign in energyModelNodeSigns:
+            #冷
+            if energyModelNodeSign == "EI10102010101001":
+                #计算建筑的能耗和
+                energy_cooling = sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start, day_end)
+            #热
+            if energyModelNodeSign == "EI10102010102001":
+                energy_heating = sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start,day_end)
+            #空调末端
+            if energyModelNodeSign == "EI10102010101001":
+                energy_ac_terminal = sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start,day_end)
+            #照明
+            if energyModelNodeSign == "EI1010202001":
+                energy_light = sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start,day_end)
+            #总
+            if energyModelNodeSign == "EI1001":
+                sum_value_data = sum_values(hbase_database, hbase_table, buildinglist, energyModelNodeSign, day_start,day_end)
+        if sum_value_data != None:
+            if energy_cooling == None:
+                energy_cooling = 0
+            if energy_heating == None:
+                energy_heating = 0
+            if energy_ac_terminal == None:
+                energy_ac_terminal = 0
+            if energy_light == None:
+                energy_light = 0
+            energy_other = sum_value_data-energy_cooling-energy_heating-energy_ac_terminal-energy_light
+            sqlline = "('%s','%s',%s,%s,%s,%s,%s,'%s','%s')" % (
+            project, date,energy_cooling,energy_heating,energy_ac_terminal,energy_light,energy_other, datetimenow, datetimenow)
+            sqls.append(sqlline)
+        else:
+            print("未查询到%s总电耗数据"%(date))
+    print("开始删除%s到%s的数据" % (from_time, to_time))
+    mysql_cur.execute(DELETE_SQL % (database, project, from_time[0:8], to_time[0:8]))
+    conn.commit()
+
+    # mysql插入数据
+    print("开始往mysql插入数据...")
+    #取出最后一条数据的时间
+    last_data_time = eval(sqls[-1].split(",")[1])
+    last_data_time = str(last_data_time)+"000000"
+    for i in range(0, len(sqls), 1000):
+        sqlranges = sqls[i:i + 1000]
+        sqlranges = INSERT_SQL % (database) + ",".join(sqlranges)
+        mysql_cur.execute(sqlranges)
+        conn.commit()
+    mysql_cur.close()
+    conn.close()
+    print("mysql数据插入成功,合计%s条..." % len(sqls))
+
+    # 更新config文件时间
+    print("更新config-time.json文件时间")
+    data_t["from_time"] = last_data_time
+    with open("config-time.json", "w") as f:
+        json.dump(data_t, f)
+except Exception as e:
+    print(e)