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  • 按天构造数据,跨月

    uuid生成随机数据 :str(uuid.uuid1())

    时间戳化成字符串:timeStr=time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(时间戳))

    日期格式化,前面补0显示:str(start_day).zfill(2)

    写文件,追加的方式: f = open (tmp_dir+'/partition_1', "a")       

               print >>f,data

               f.close()

    =========================================

    #!/usr/local/bin/python
    #-*- coding: utf-8 -*-
    import uuid
    import time
    from datetime import datetime

    appid = 2379
    myuuid = str(uuid.uuid1())
    appv1="5.9.1(appv1)"
    appv2="5.9.1(appv2)"
    appv1_id = 2830

    channel1="QuDao_ver1"
    channel2="QuDao_ver2"
    channel3="QuDao_ver3"
    channel1_id = 2831

    start_day = 4
    start_month = 6
    start_m_days = 30
    calc_days = 2

    ## 设置构造数据从哪一天开始, 这一天的设备全是新增,后面的设备全是活跃, 这个时间不要取当天的零点。会导致 conMonitorTime 和monitorTime 不在同一天,建议写成 开始当天的 6点
    pre_date_start = 1559599200000
    #timeStr=time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(date_start/1000+60*60*24))
    #print( timeStr)

    #用户访问类型,1.活跃,2,新增,3,升级
    userAccessType = 2

    per_device = "linlh_20190604"
    device_pre = per_device +"_appv1_channel1_"

    tmp_data_dir = '/data/linlh/tmp/action_data/2019/'


    import os
    def mkdir(path):
    if not os.path.isdir(path):
    mkdir(os.path.split(path)[0])
    else:
    return
    os.mkdir(path)


    def construct_new_data(pre_date_start,start_day,start_month,start_m_days,calc_days):
    userAccessType = 2
    tmp_dir = tmp_data_dir +str(start_month).zfill(2)+'/'+str(start_day).zfill(2)+'/06'
    mkdir( tmp_dir )
    f = open(tmp_dir+"/partition_0", "a")


    ## 构造新增当天的数据
    # appV1, channel1 , 设备ID:0-9
    appVerid = appv1_id
    appname = appv1
    channel_id = channel1_id
    date_start = pre_date_start
    device_pre = per_device +"_appv1_channel1_"
    for i in range(60):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","la
    ble":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+str
    (uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    device_pre = per_device +"_appv1_channel2_"
    channel_id = channel1_id +1
    for i in range(70):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","la
    ble":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+str
    (uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    device_pre = per_device +"_appv1_channel3_"
    channel_id = channel1_id+2
    appVerid = appv1_id
    appname = appv1
    for i in range(80):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname
    +"","channelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,
    b","lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4
    :2:"+str(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    device_pre = per_device +"_appv2_channel1_"
    appVerid = appv1_id+1
    appname = appv2
    channel_id = channel1_id
    for i in range(50):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname
    +"","channelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,
    b","lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4
    :2:"+str(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    device_pre = per_device +"_appv2_channel2_"
    appVerid = appv1_id+1
    appname = appv2
    channel_id = channel1_id +1

    for i in range(60):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname
    +"","channelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,
    b","lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4
    :2:"+str(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    device_pre = per_device +"_appv2_channel3_"
    appVerid = appv1_id+1
    appname = appv2
    channel_id = channel1_id +2

    for i in range(40):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname
    +"","channelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60)+","deviceId":""+device_pre+str(i)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,
    b","lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4
    :2:"+str(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data

    f.close()


    def construct_active_data(pre_date_start,start_day,start_month,start_m_days,calc_days):
    #### 上面都是针对构造的第一天的新设备来造的,下面是针对每个维度的设备,每天访问一个设备

    userAccessType = 1 ##用户访问类型,1.活跃,2,新增,3,升级
    appVerid = appv1_id
    appname = appv1
    channel_id = channel1_id
    #device_pre = per_device +"_appv1_channel1_"


    for j in range(calc_days) :
    if start_day +1+j>start_m_days:
    tmp_dir = tmp_data_dir + str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir + str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_1', "a")
    device_pre = per_device +"_appv1_channel1_"
    date_start = pre_date_start + 1000*60*60*24*(j+1)
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()

    appVerid = appv1_id
    appname = appv1
    channel_id = channel1_id+1
    #device_pre = per_device +"_appv1_channel2_"
    for j in range(calc_days) :
    if start_day+1 +j>start_m_days:
    tmp_dir = tmp_data_dir +str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir +str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_1', "a")
    date_start = pre_date_start + 1000*60*60*24*(j+1)
    device_pre = per_device +"_appv1_channel2_"
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()


    appVerid = appv1_id
    appname = appv1
    channel_id = channel1_id+2
    #device_pre = per_device +"_appv1_channel3_"
    for j in range(calc_days) :
    if start_day +1+j> start_m_days :
    tmp_dir = tmp_data_dir +str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir +str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_3', "a")

    date_start = pre_date_start + 1000*60*60*24*(j+1)
    device_pre = per_device +"_appv1_channel3_"
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()

    appVerid = appv1_id +1
    appname = appv2
    channel_id = channel1_id
    #device_pre = per_device +"_appv2_channel1_"
    for j in range(calc_days) :
    if start_day +1+j> start_m_days :
    tmp_dir = tmp_data_dir +str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir +str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_3', "a")

    date_start = pre_date_start + 1000*60*60*24*(j+1)
    device_pre = per_device +"_appv2_channel1_"
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()


    appVerid = appv1_id +1
    appname = appv2
    channel_id = channel1_id + 1
    #device_pre = per_device +"_appv2_channel2_"
    for j in range(calc_days) :
    if start_day +1+j> start_m_days :
    tmp_dir = tmp_data_dir+str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir+str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_4', "a")

    date_start = pre_date_start + 1000*60*60*24*(j+1)
    device_pre = per_device +"_appv2_channel2_"
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()

    appVerid = appv1_id +1
    appname = appv2
    channel_id = channel1_id +2
    #device_pre = per_device +"_appv2_channel3_"
    for j in range(calc_days) :
    if start_day +1+j> start_m_days :
    tmp_dir = tmp_data_dir +str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir +str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_5', "a")

    date_start = pre_date_start + 1000*60*60*24*(j+1)
    device_pre = per_device +"_appv2_channel3_"
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname+"","c
    hannelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(j)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"a,b","
    lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":"4:2:"+s
    tr(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()

    def construct_stable_active_data():

    userAccessType = 1 ##用户访问类型,1.活跃,2,新增,3,升级
    appVerid = appv1_id
    appname = appv1
    channel_id = channel1_id
    device_pre = "linlh_stable_appv1_channel1_"


    for j in range(calc_days) :
    if start_day +1+j>start_m_days:
    tmp_dir = tmp_data_dir + str(start_month+1).zfill(2)+'/'+str(start_day+1+j-start_m_days).zfill(2)+'/06'
    else:
    tmp_dir = tmp_data_dir + str(start_month).zfill(2)+'/'+str(start_day+1+j).zfill(2)+'/06'
    mkdir(tmp_dir)
    f = open (tmp_dir+'/partition_2', "a")
    date_start = pre_date_start + 1000*60*60*24*(j+1)

    for k in range(calc_days+2-j):
    data = "{"accessModelId":7,"activityEtime":0,"activityId":"","activityIdIsURL":0,"activityName":"","activityStime":0,"appId":"+str(appid)+","appMemory":4096.0,"appVersionId":"+str(appVerid)+","appVersionName":""+appname
    +"","channelId":"+str(channel_id)+","cityCode":1102100,"clientIp":"112.224.2.90","conMonitorTime":"+str(date_start-1000*3*60*j)+","deviceId":""+device_pre+str(k)+"","displaySize":"1080*1776","eventId":0,"fragmentName":"","isQuit":0,"kv":"
    a,b","lable":"","lastExTime":0,"mobileUsage":2070.0,"model":1910,"monitorTime":"+str(date_start)+","netServiceId":2,"netServiceName":"联通","osVersionId":1621,"parentActionActivityId":"","sessionId":"","sessionName":"","statmainId":
    "4:2:"+str(uuid.uuid1())+"","stayingTime":0,"timeCallTimeUs":6000000,"userAccessType":"+str(userAccessType)+","userTrackStime":0,"worth":0.0}"
    print >>f,data
    f.close()

    start_day = 22
    start_month = 5
    start_m_days = 31
    calc_days = 16
    per_device = "linlh_20190522"
    ## 设置构造数据从哪一天开始, 这一天的设备全是新增,后面的设备全是活跃, 这个时间不要取当天的零点。会导致 conMonitorTime 和monitorTime 不在同一天,建议写成 开始当天的 6点
    pre_date_start = 1558476000000
    #timeStr=time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(date_start/1000+60*60*24))
    #print( timeStr)

    construct_stable_active_data()

    per_device = "linlh_20190522"
    device_pre = per_device +"_appv1_channel1_"
    tmp_start_day = 22
    for k in range(calc_days):
    if tmp_start_day +k > start_m_days:
    per_device = "linlh_2019"+str(start_month+1).zfill(2)+str(tmp_start_day +k-start_m_days).zfill(2)
    device_pre = per_device +"_appv1_channel1_"

    construct_new_data( pre_date_start+60*60*24*1000*k, (tmp_start_day +k)-start_m_days, start_month+1, tmp_start_day -1, calc_days-k)
    construct_active_data( pre_date_start+60*60*24*1000*k, (tmp_start_day +k)-start_m_days, start_month+1, tmp_start_day -1, calc_days-k)
    else:
    per_device = "linlh_2019"+str(start_month).zfill(2)+str(tmp_start_day +k).zfill(2)
    device_pre = per_device +"_appv1_channel1_"
    construct_new_data( pre_date_start+60*60*24*1000*k, tmp_start_day +k, start_month, start_m_days, calc_days-k)
    construct_active_data( pre_date_start+60*60*24*1000*k, tmp_start_day +k, start_month, start_m_days, calc_days-k)

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  • 原文地址:https://www.cnblogs.com/linlianhuan/p/10986844.html
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