コード例 #1
0
ファイル: ds_9_7.py プロジェクト: wjsejdj/s_201511166
def doIt():
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    _key = key['dataseoul']
    _url = 'http://openAPI.seoul.go.kr:8088'
    _type = 'json'
    _service = 'CardSubwayStatisticsService'
    _start_index = 1
    _end_index = 5
    _use_mon = '201306'
    _maxIter = 20
    _iter = 0
    _jfname = 'src/ds_open_subwayPassengers.json'
    while _iter < _maxIter:
        _api = os.path.join(_url, _key, _type, _service, str(_start_index),
                            str(_end_index), _use_mon)
        _api = _api.replace('\\', '/')
        #print _api
        r = requests.get(_api)
        _json = r.json()
        for node in _json[_service]['row']:
            for key in node.keys():
                print key, node[key]
        saveJson(_jfname, _json)
        saveDB(_json)
        _start_index += 5
        _end_index += 5
        _iter += 1
コード例 #2
0
def doIt():
    #make raw url
    _url = 'http://openAPI.seoul.go.kr:8088/'
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    KEY = str(key['dataseoul'])
    TYPE = 'xml'
    SERVICE = 'CardSubwayStatisticsService'
    START_INDEX = 1
    END_INDEX = 5
    USE_MON = '201306'  #line number

    #make real url for parmas
    params = os.path.join(_url, KEY, TYPE, SERVICE, str(START_INDEX),
                          str(END_INDEX), USE_MON)

    url = urlparse.urljoin(_url, params)
    url_real = ''
    for i in params:
        if i == '\\':
            url_real += '/'
        else:
            url_real += i

    #open
    data = requests.get(url_real).text
    tree = lxml.etree.fromstring(data.encode('utf-8'))
    nodes = tree.xpath('//STATION_NM')

    #print
    for node in nodes:
        print node.text
コード例 #3
0
def doIt():
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    _key = key['dataseoul ']  #KEY='73725.....'
    _url = 'http://openAPI.seoul.go.kr:8088'
    _type = 'json'
    _service = 'CardSubwayStatisticsService'
    _start_index = 1
    _end_index = 5
    _use_mon = 201300
    _maxIter = 12
    _iter = 0
    _jfname = 'src/ds_open_subwayPassengers.json'
    while _iter < _maxIter:
        _use_mon += 1
        _api = _url + "/" + _key + "/" + _type + "/" + _service + "/" + str(
            _start_index) + "/" + str(_end_index) + "/" + str(_use_mon)
        #print _api
        r = requests.get(_api)
        _json = r.json()
        print _json
        saveJson(_jfname, _json)
        saveDB(_json)
        #_start_index+=5
        #_end_index+=5
        _iter += 1
コード例 #4
0
def doIt():
    keyPath=os.path.join(os.getcwd(),'key.properties')
    key=mylib.getKey(keyPath)
    _key=str(key['gokr'])
    _url='http://openAPI.seoul.go.kr:8088'
    _type='json'
    _service='CardSubwayStatisticsService'
    _start_index=1
    _end_index=5
    _use_mon='201306'
    _maxIter=20
    _iter=0
    _jfname='src/ds_open_subwayPassengers.json'
    while _iter<_maxIter:
        _api=os.path.join(_url,_key,_type,_service,str(_start_index),str(_end_index),_use_mon)
        #print _api
        _api = _api.replace("\\",'/')
        r=requests.get(_api)
        _json=r.json()
        print _json
        saveJson(_jfname,_json)
        saveDB(_json)
        _start_index+=5
        _end_index+=5
        _iter+=1
コード例 #5
0
def doIt():
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    _key = key['dataseoul']
    _url = 'http://openAPI.seoul.go.kr:8088'
    _type = 'json'
    _service = 'CardSubwayStatisticsService'
    _start_index = 1
    _end_index = 5
    _maxIter = 20
    _iter = 0
    _jfname = 'src/ds_open_subwayPassengers.json'
    while _iter < _maxIter:
        for index in range(12):
            _use_mon = '201301'
            _use_mon = str(int(_use_mon) + index)
            _api = os.path.join(_url, _key, _type, _service, str(_start_index),
                                str(_end_index), _use_mon)
            r = requests.get(_api)
            _json = r.json()
            print _json
            saveJson(_jfname, _json)
            saveDB(_json)
        _start_index += 5
        _end_index += 5
        _iter += 1
コード例 #6
0
def main():
    basic_url = 'http://openapi.airkorea.or.kr/openapi/services/rest/ArpltnInforInqireSvc'
    service = 'getMsrstnAcctoRltmMesureDnsty'

    param_dict = dict()

    pageNum = 1
    param_dict['numOfRows'] = '5'

    param_dict['stationName'] = '종로구'
    param_dict['dataTerm'] = 'MONTH'
    keyPath = os.path.join('src', 'key.properties')
    key_dict = mylib.getKey(keyPath)
    mykey = key_dict['gokr']
    param_dict['ServiceKey'] = mykey
    param_dict['_returnType'] = 'json'


    while(pageNum < 20):
        param_dict['pageNo'] = "%s"%pageNum
        params = urllib.urlencode(param_dict)
        url = basic_url + '/' + service + '?'+'&' + url_encode_problem_sol.convert_urllib_urlencode(params)
        json_data = requests.get(url).json()
        save_file(json_data)
        save_mongo(json_data)
        pageNum += 1
コード例 #7
0
def doIt():
    # (1) service + operation
    SERVICE = 'ArpltnInforInqireSvc'
    OPERATION_NAME = 'getMinuDustFrcstDspth'
    params1 = SERVICE + "/" + OPERATION_NAME

    # (2) query params encoding
    _d = dict()
    _d['dataTerm'] = 'month'
    params2 = urllib.urlencode(_d)

    # (3) add my service key
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    keygokr = key['gokr']  # keygokr='8Bx4C1%2B...'
    params = params1 + '?' + 'serviceKey=' + keygokr + '&' + params2

    # (4) make a full url
    _url = 'http://openapi.airkorea.or.kr/openapi/services/rest/ArpltnInforInqireSvc'
    url = urlparse.urljoin(_url, params)

    #print url

    # (5) get data
    data = requests.get(url).text
    print data
コード例 #8
0
ファイル: ds_open_subway.py プロジェクト: Parksuu/s_201411190
def doIt():
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    KEY = str(key['dataseoul'])
    TYPE = 'xml'
    SERVICE = 'SearchSTNBySubwayLineService'
    START_INDEX = str(1)
    END_INDEX = str(10)
    LINE_NUM = str(2)

    params = os.path.join(KEY, TYPE, SERVICE, START_INDEX, END_INDEX, LINE_NUM)
    url_real = ''
    for i in params:
        if i == '\\':
            url_real += '/'
        else:
            url_real += i

    _url = 'http://openAPI.seoul.go.kr:8088/'
    url = urlparse.urljoin(_url, url_real)

    data = requests.get(url).text
    tree = lxml.etree.fromstring(data.encode('utf-8'))
    nodes = tree.xpath('//STATION_NM')

    for node in nodes:
        print node.text
コード例 #9
0
def GetData():
    todayyear = datetime.today().year
    todaymon = datetime.today().month
    _key = mylib.getKey(os.path.join('key.properties'))
    _type='xml' 
    _service= 'CardSubwayPayFree'
    _start = str(1)
    _end = str(302)
    for year in range(2015,todayyear):
        for mon in range(1,13):
            _mon = str.format("%d%02d") %(year,mon)
            url = os.path.join('http://openapi.seoul.go.kr:8088/',_key['dataseoul'],_type,_service,_start,_end,_mon)
            url = url.replace('\\','/')
            response = requests.get(url).text
            tree = lxml.etree.fromstring(response.encode('utf-8'))
            nodes = tree.xpath('//row')
            cnt=0;
            for node in nodes:
                NM = node.xpath('.//SUB_STA_NM')[0].text
                LINE = node.xpath('.//LINE_NUM')[0].text
                for cnt,Station in enumerate(d):
                    tNM = Station['SUB_STA_NM']
                    tLINE = Station['LINE_NUM']
                    if NM == tNM and tLINE == LINE:
                        cnt=-1                        
                        Station[_mon] = int(node.xpath('.//FREE_RIDE_NUM')[0].text) + int(node.xpath('.//FREE_ALIGHT_NUM')[0].text)
                        break;
                if cnt!=-1:
                    d.append(dict())
                    d[len(d)-1]['SUB_STA_NM'] = NM
                    d[len(d)-1]['LINE_NUM'] = LINE
                    d[len(d)-1][_mon] = int(node.xpath('.//FREE_RIDE_NUM')[0].text) + int(node.xpath('.//FREE_ALIGHT_NUM')[0].text)                    
    for mon in range(1,todaymon):
        _mon = str.format("%d%02d") %(todayyear,mon)
        url = os.path.join('http://openapi.seoul.go.kr:8088/',_key['dataseoul'],_type,_service,_start,_end,_mon)
        url = url.replace('\\','/')
        response = requests.get(url).text
        tree = lxml.etree.fromstring(response.encode('utf-8'))
        nodes = tree.xpath('//row')
        cnt=0;
        for node in nodes:
            NM = node.xpath('.//SUB_STA_NM')[0].text
            LINE = node.xpath('.//LINE_NUM')[0].text
            for cnt,Station in enumerate(d):
                tNM = Station['SUB_STA_NM']
                tLINE = Station['LINE_NUM']
                if NM == tNM and tLINE == LINE:
                    cnt=-1                        
                    Station[_mon] = int(node.xpath('.//FREE_RIDE_NUM')[0].text) + int(node.xpath('.//FREE_ALIGHT_NUM')[0].text)
                    break;
            if cnt!=-1:
                d.append(dict())
                d[len(d)-1]['SUB_STA_NM'] = NM
                d[len(d)-1]['LINE_NUM'] = LINE
                d[len(d)-1][_mon] = int(node.xpath('.//FREE_RIDE_NUM')[0].text) + int(node.xpath('.//FREE_ALIGHT_NUM')[0].text)                    
コード例 #10
0
def doIt():
    keyPath=os.path.join(os.getcwd(), 'src', 'key.properties')
    key=mylib.getKey(keyPath)
    KEY=str(key['dataseoul'])
    TYPE='xml'
    SERVICE='SearchSTNBySubwayLineService'
    START_INDEX=str(1)
    END_INDEX=str(10)
    for i in range(1,10):
        LINE_NUM=str(i)
        linenum(KEY,TYPE,SERVICE,START_INDEX,END_INDEX,LINE_NUM)
コード例 #11
0
def doIt():
    keyPath=os.path.join(os.getcwd(), 'src', 'key.properties')
    key=mylib.getKey(keyPath)
    
    # (1) make params with resource IDs
    KEY=key['dataseoul1']
    TYPE='xml'
    SERVICE='MosquitoStatus'
    START_INDEX= '1'
    END_INDEX= '4'
    
    size=len(list_of_date1)
    for i in range(size):

        MOSQUITO_DATE=list_of_date1[i]
        params=os.path.join(KEY,TYPE,SERVICE,START_INDEX,END_INDEX,MOSQUITO_DATE)

        # (2) make a full url
        _url='http://openAPI.seoul.go.kr:8088/'
        url=urlparse.urljoin(_url,params)
        url_real = ''
        for i in url:
            if i=='\\':
                url_real += '/'
            else:
                url_real += i

        # (3) get url
        data=requests.get(url_real).text
        
        # (4) get MOSQUITO_VALUE URL을 text형식으로 바꾸고 regex로 파싱한다
        regex="<MOSQUITO_VALUE>(.*)</MOSQUITO_VALUE>"
        print ">MOSQUITO_DATE:  ",MOSQUITO_DATE
        
        values = re.findall(regex, data)      
        values = map(str,values)
        strvalues=",".join(values)
        global values__1
        flovalues=float(strvalues)
        values__1.append(flovalues)
        
        print "-MOSQUITO VALUE: ", strvalues
        print "--------------------------"
        
        #(5) mongodb에 데이터 넣기
        
        client = MongoClient()
        db = client.myProject #databae name
        db.mosqudata.insert({"Mosquito_date":MOSQUITO_DATE,"Mosquito_count":strvalues})
コード例 #12
0
def doIt():
    _url = 'http://openAPI.seoul.go.kr:8088'
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    _key = str(key['dataseoul'])
    _type = 'xml'
    _service = 'CardSubwayStatisticsService'
    _start_index = 1
    _end_index = 5
    _use_mon = '201306'
    _api = _url + '/' + _key + '/' + _type + '/' + _service + '/' + str(
        _start_index) + '/' + str(_end_index) + '/' + _use_mon

    response = requests.get(_api).text
    print response
コード例 #13
0
def doIt():
    SERVICE = 'ArpltnInforInqireSvc'
    OPERATION_NAME = 'getMinuDustFrcstDspth'
    params1 = os.path.join(SERVICE, OPERATION_NAME)
    _d = dict()
    _d['dataTerm'] = 'month'
    params2 = urllib.urlencode(_d)
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    keygokr = key['gokr']
    params = params1 + '?' + 'serviceKey=' + keygokr + '&' + params2
    _url = 'http://openapi.airkorea.or.kr/openapi/services/rest/ArpltnInforInqireSvc'
    url = urlparse.urljoin(_url, params)
    data = requests.get(url).text
    print data
コード例 #14
0
def make_url(START_INDEX, END_INDEX):
    import mylib, url_encode_problem_sol
    basic_url = 'http://openapi.seoul.go.kr:8088'
    key_path = os.path.join(os.getcwd(), 'src', 'key.properties')
    key_dict = mylib.getKey(key_path)
    my_key = key_dict['subject7']
    TYPE = 'json'
    SERVICE = 'CardSubwayStatsNew'
    USE_DT = '20170518'

    url = os.path.join(basic_url, my_key, TYPE, SERVICE, str(START_INDEX),
                       str(END_INDEX), USE_DT)
    url_c = url_encode_problem_sol.convert_url_os_path_join(url)

    return url_c
コード例 #15
0
def quiz5():
    _url = 'http://openAPI.seoul.go.kr:8088'
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    _key = str(key['dataseoul'])
    _type = 'json'
    _service = 'CardSubwayStatisticsService'
    _start_index = 1
    _end_index = 5
    _use_mon = '201501'
    for index in range(12):
        _use_mon = '201501'
        _use_mon = str(int(_use_mon) + index)
        _api = os.path.join(_url, _key, _type, _service, str(_start_index),
                            str(_end_index), _use_mon)
        response = requests.get(_api).text
        print response
コード例 #16
0
def doIt():
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    # (1) make params with resource IDs
    KEY = key['dataseoul']
    TYPE = 'json'
    SERVICE = 'SearchSTNBySubwayLineService'
    START_INDEX = str(1)
    END_INDEX = str(10)
    LINE_NUM = str(5)
    params = os.path.join(KEY, TYPE, SERVICE, START_INDEX, END_INDEX, LINE_NUM)
    # (2) make a full url
    _url = 'http://openAPI.seoul.go.kr:8088/'
    url = urlparse.urljoin(_url, params)
    # (3) get data
    data = requests.get(url).text
    print data[:300]
コード例 #17
0
ファイル: miniproject.py プロジェクト: s20611sny/s_201511142
def FineDust():
    keyPath=os.path.join(os.getcwd(), 'src', 'key.properties')
    key=mylib.getKey(keyPath)
    KEY=key['finedust']
    TYPE='json'
    SERVICE='ForecastWarningMinuteParticleOfDustService'
    START_INDEX=str(1)
    END_INDEX=str(10)
    params='/'+KEY+'/'+TYPE+'/'+SERVICE+'/'+START_INDEX+'/'+END_INDEX
    _url='http://openAPI.seoul.go.kr:8088/6a7a77597073323035357466574e77/xml/ForecastWarningMinuteParticleOfDustService/1/1/'
    url=urlparse.urljoin(_url,params)
    data=requests.get(url).text
    jd = json.loads(data)
    for item in jd['ForecastWarningMinuteParticleOfDustService']['row']:
        for i in item.keys():
            if i=='ALARM_CNDT':
                print item.values()[4]
コード例 #18
0
def dolt():
    SERVICE = 'ArpltnInforInqireSvc'
    OPERATION_NAME = 'getMinuDustFrcstDspth'
    params1 = os.path.join(SERVICE, OPERATION_NAME)
    _d = dict()
    params2 = urllib.urlencode(_d)
    keyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(keyPath)
    keygokr = key['gokr']
    _d['serviceKey'] = keygokr
    _d['dataTerm'] = 'month'
    params = params1 + '?' + url_encode_problem_sol.convert_urllib_urlencode(
        urllib.urlencode(_d))
    _url = 'http://openapi.airkorea.or.kr/openapi/services/rest/ArpltnInforInqireSvc'
    url = urlparse.urljoin(_url, params)
    url_c = url_encode_problem_sol.convert_url_os_path_join(url)
    data = requests.get(url_c).text
    print data[:500]
コード例 #19
0
ファイル: dust.py プロジェクト: bulzib123/201211298
def doIt():
    keyPath = os.path.join(os.getcwd() + '/key.properties')
    key = mylib.getKey(keyPath)
    # (1) make params with resource IDs
    KEY = key['dataseoul']
    TYPE = 'json'
    SERVICE = 'ForecastWarningMinuteParticleOfDustService'
    START_INDEX = str(1)
    END_INDEX = str(5)
    #LINE_NUM=str(2)
    params = os.path.join(KEY, TYPE, SERVICE, START_INDEX, END_INDEX)
    # (2) make a full url
    _url = 'http://openAPI.seoul.go.kr:8088/'
    url = urlparse.urljoin(_url, params)
    url = url.replace('\\', '/')
    # (3) get data
    data = requests.get(url).text
    print data
コード例 #20
0
def save_blog_data(keyword):
    #블로그
    key_path = os.path.join('src', 'key.properties')
    keys = mylib.getKey(key_path)

    info = keys['naver'].split(',')

    client_id = info[0]
    client_secret = info[1]

    #https://openapi.naver.com/v1/search/news.json - 뉴스
    #https://openapi.naver.com/v1/search/kin.json - 지식IN (날짜 없음)
    #https://openapi.naver.com/v1/search/cafearticle.json - 카페글 (날짜 없음)
    #https://openapi.naver.com/v1/search/webkr.json - 웹문서
    
    start = 1
    client = MongoClient('localhost:27017')
    db = client.bigData
    count = 0
    
    big_str = ''
    while(start < 1000):
        # json 결과, start -> 시작위치(최대 1000), dispaly -> 출력갯수(최대 100)
        blog_str = ''
        url = "https://openapi.naver.com/v1/search/blog?query=" + keyword + '&display=50' + '&start=' + str(start)
        start = start + 100
        headers_info = {"X-Naver-Client-Id": client_id,  "X-Naver-Client-Secret":client_secret}
        response = requests.get(url, headers=headers_info)
        result_json = response.json()
        for ele in result_json['items']:
            blog_str = blog_str + ele['postdate'] +  ele['title'] + '\n'
        big_str = big_str + blog_str + '\n'
        count = count+1
    big_list = []
    big_list.append(big_str)
    #db.blogData.insert_one({
    #    "entire": big_list
    #})
    
    f = open(os.path.join('data', 'blog.txt'), 'w')
    f.write(big_str.encode('utf8'))
    f.close()
コード例 #21
0
def doIt():
    KeyPath = os.path.join(os.getcwd(), 'src', 'key.properties')
    key = mylib.getKey(KeyPath)
    KEY = str(key['dataseoul'])
    TYPE = 'xml'
    SERVICE = 'SearchSTNBySubwayLineService'
    START_INDEX = str(1)
    END_INDEX = str(10)
    LINE_NUM = str(2)

    params = KEY + '/' + TYPE + '/' + SERVICE + '/' + START_INDEX + '/' + END_INDEX + '/' + LINE_NUM

    _url = 'http://openAPI.seoul.go.kr:8088/'
    url = urlparse.urljoin(_url, params)

    data = requests.get(url).text

    p = re.compile('<STATION_NM>(.+?)</STATION_NM>')
    res = p.findall(data)
    for item in res:
        print item
コード例 #22
0
import os
import requests
import mylib

keyPath=os.path.join(os.getcwd(), 'src', 'key.properties')
key=mylib.getKey(keyPath)
_url='http://openAPI.seoul.go.kr:8088'
_key=str(key['dataseoul'])
_type='xml'
_service='CardSubwayStatisticsService'
_start_index=1
_end_index=5
_use_mon='201306'
_api=os.path.join(_url,_key,_type,_service,str(_start_index),str(_end_index),_use_mon)
response = requests.get(_api).text
print response
コード例 #23
0
ファイル: ds_9_6.py プロジェクト: wjsejdj/s_201511166
import os
import mylib
import requests
import json
srcPath = os.path.join(os.getcwd(), 'src', 'key.properties')
key = mylib.getKey(srcPath)
_url = 'http://openAPI.seoul.go.kr:8088'
_key = str(key['dataseoul'])
_type = 'json'
_service = 'CardSubwayStatisticsService'
_start_index = 1
_end_index = 5
_use_mon = '201306'

_maxIter = 2
_iter = 0
while _iter < _maxIter:
    _api = os.path.join(_url, _key, _type, _service, str(_start_index),
                        str(_end_index), _use_mon)
    _api = _api.replace('\\', '/')
    #print _api
    response = requests.get(_api).text
    js = json.loads(response)
    for item in js[_service]['row']:
        for i in item.keys():
            print item[i],
        print
    _start_index += 5
    _end_index += 5
    _iter += 1
コード例 #24
0
import os
import mylib
import urlparse

keyPath = os.path.join(os.getcwd(), 'key.properties')
key_dict = mylib.getKey(keyPath)
KEY = str(key_dict['dataseoul'])
TYPE = 'json'
SERVICE = 'SearchSTNBySubwayLineService'
START_INDEX = str(1)
END_INDEX = str(1000)
LINE_NUM = str(1)

params = os.path.join(KEY, TYPE, SERVICE, START_INDEX, END_INDEX, LINE_NUM)
_url = 'http://openAPI.seoul.go.kr:8088/'
url = urlparse.urljoin(_url, params)
print url
コード例 #25
0
def doIt2():
    keyPath=os.path.join(os.getcwd(), 'src', 'key.properties')
    key=mylib.getKey(keyPath)
    
    # (1) make params with resource IDs
    KEY=key['dataseoul2']
    TYPE='xml'
    SERVICE='DailyAverageAirQuality'
    START_INDEX= '1'
    END_INDEX= '143' 
    MSRSTE_NM='송파구'
    size=len(list_of_date2)
    
    print "                              "
    print "                              "
        
    for i in range(size):
        MSRDT_DE = list_of_date2[i]
        params=os.path.join(KEY,TYPE,SERVICE,START_INDEX,END_INDEX,MSRDT_DE,MSRSTE_NM)

        # (2) make a full url
        _url='http://openAPI.seoul.go.kr:8088/'
        url=urlparse.urljoin(_url,params)
        url_real = ''
        for i in url:
            if i=='\\':
                url_real += '/'
            else:
                url_real += i

        # (3) get url
    
        data=requests.get(url_real).text
        
        #(4) get VALUE URL을 text형식으로 바꾸고 regex로 파싱한다
        regex1="<NO2>(.*)</NO2>"
        regex2="<O3>(.*)</O3>"
        regex3="<CO>(.*)</CO>"
        regex4="<SO2>(.*)</SO2>"
        
        print ">MSRDT_DE:",MSRDT_DE
        
        values1 = re.findall(regex1, data)
        values1 = map(str,values1)
        strvalues1 = ",".join(values1)
        global values__2
        flovalues1=float(strvalues1)
        values__2.append(flovalues1)
        print "-NO2:", strvalues1
        
        values2 = re.findall(regex2, data)
        values2 = map(str,values2)
        strvalues2 = ",".join(values2)
        global values__3
        flovalues2=float(strvalues2)        
        values__3.append(flovalues2)
        print "-O3: ", strvalues2
        
        values3 = re.findall(regex3, data)
        values3 = map(str,values3)
        strvalues3 = ",".join(values3)
        global values__4
        flovalues3=float(strvalues3)
        values__4.append(flovalues3)
        print "-CO: ", strvalues3
        
        values4 = re.findall(regex4, data)
        values4 = map(str,values4)
        strvalues4 = ",".join(values4)
        global values__5
        flovalues4=float(strvalues4)
        values__5.append(flovalues4)
        print "-SO2:",strvalues4
        
        print "--------------------------------"
        
        #(5) mongodb에 데이터 넣기

        client = MongoClient()
        db = client.myProject #databae name
        db.atmosdata.insert({"Atmos_date":MSRDT_DE,"Atmos_NO2":strvalues1,"Atmos_O3":strvalues2,"Atmos_C0":strvalues3,"Atmos_SO2":strvalues4})