def get_table(search_date, channel_id=-1, server_id=-1):
"""
角色首次充值等级
"""
# start_log_time = datetime.datetime.strptime(game_define.LOCAL_LOG_START_DATE, '%Y-%m-%d').date()
# 全部日志
# all_log_lst = daily_log_dat.get_new_log_lst(start_log_time, search_date)
#
# if channel_id >= 0:
# all_log_lst = daily_log_dat.filter_logs(all_log_lst, function=lambda x: x['platform_id'] == channel_id)
# if server_id >= 0:
# all_log_lst = daily_log_dat.filter_logs(all_log_lst, function=lambda x: x['server_id'] == server_id)
#
# # 全部充值日志
# all_recharge_log_lst = daily_log_dat.filter_logs(all_log_lst, action=game_define.EVENT_ACTION_RECHARGE_PLAYER)
date_str = "_"+search_date.strftime('%Y%m%d')
all_recharge_log_lst = mysql_util.get_role_action_lst('EVENT_ACTION_RECHARGE_PLAYER'+str(date_str),search_date,search_date, channel_id, server_id,None, None)
all_first_recharge_log_lst = daily_log_dat.filter_logs(all_recharge_log_lst, function=lambda log:log['old_rmb'] == 0)
table_lst = []
for _table_lv in xrange(1, 121):
# 全部当前等级充值日志
recharge_lv_log_lst = daily_log_dat.filter_logs(all_recharge_log_lst, function=lambda log: log['level'] == _table_lv)
# 全部当前等级充值 用户ID列表
recharge_lv_user_lst = daily_log_dat.get_set_with_key(recharge_lv_log_lst, 'uid')
# 全部当前等级首次充值日志
first_recharge_lv_log_lst = daily_log_dat.filter_logs(all_first_recharge_log_lst, function=lambda log: log['level'] == _table_lv)
# 全部当前等级首次充值 用户ID列表
first_recharge_lv_user_lst = daily_log_dat.get_set_with_key(first_recharge_lv_log_lst, 'uid')
# 首次充值人数
first_recharge_user_num = len(first_recharge_lv_user_lst)
if first_recharge_user_num == 0:
continue
# 首次充值总金额
first_recharge_total_money = daily_log_dat.get_sum_int_with_key(first_recharge_lv_log_lst, "add_rmb")
# 总体充值人数
recharge_user_num = len(recharge_lv_user_lst)
# 总体充值金额
recharge_total_money = daily_log_dat.get_sum_int_with_key(recharge_lv_log_lst, "add_rmb")
# 首次金额占比
first_recharge_money_rate = get_first_recharge_money_rate(first_recharge_total_money,recharge_total_money)
# 首次人数占比
first_recharge_user_rate = get_first_recharge_user_rate(first_recharge_user_num,recharge_user_num)
row = [_table_lv, first_recharge_user_num, first_recharge_total_money, recharge_user_num, recharge_total_money, str(first_recharge_money_rate * 100)+"%", str(first_recharge_user_rate * 100)+"%"]
table_lst.append(row)
return table_lst
def get_table(register_star_date, register_end_date, channel_id=-1, server_id=-1):
"""
新增K日收益统计
"""
now_date = datetime.date.today()
total_days = (now_date-register_star_date).days+1
all_login_log_lst = []
global ALL_RECHARGE_LOG_LST
ALL_RECHARGE_LOG_LST = []
for i in xrange(total_days):
search_date = register_star_date+datetime.timedelta(days=i)
date_str = "_"+search_date.strftime('%Y%m%d')
# 获得查询日期到今天的所有登陆 和 充值数据
login_log_lst = mysql_util.get_role_action_lst('EVENT_ACTION_ROLE_LOGIN'+str(date_str),search_date,search_date, channel_id, server_id,None, None)
recharge_log_lst = mysql_util.get_role_action_lst('EVENT_ACTION_RECHARGE_PLAYER'+str(date_str),search_date,search_date, channel_id, server_id,None, None)
all_login_log_lst.extend(login_log_lst)
ALL_RECHARGE_LOG_LST.extend(recharge_log_lst)
# 计算数据
row_days = (register_end_date - register_star_date).days+1
table_lst = []
for _day in xrange(row_days):
global ROW_NEW_USER_UID_LST
ROW_NEW_USER_UID_LST = []
row_date = register_star_date + datetime.timedelta(days=_day)
# 获取新用户
ROW_NEW_USER_UID_LST = daily_log_dat.get_set_with_key(all_login_log_lst, 'uid', function=lambda log: log['install'] == row_date)
# 获取新增设备
new_device_num = daily_log_dat.get_set_num_with_key(all_login_log_lst, 'dev_id', function=lambda log: log['install'] == row_date)
# 日期
recharge_date_1 = row_date + datetime.timedelta(days=0)
recharge_date_2 = row_date + datetime.timedelta(days=1)
recharge_date_3 = row_date + datetime.timedelta(days=2)
recharge_date_4 = row_date + datetime.timedelta(days=3)
recharge_date_5 = row_date + datetime.timedelta(days=4)
recharge_date_6 = row_date + datetime.timedelta(days=5)
recharge_date_7 = row_date + datetime.timedelta(days=6)
recharge_date_15 = row_date + datetime.timedelta(days=14)
recharge_date_30 = row_date + datetime.timedelta(days=29)
recharge_date_up = row_date + datetime.timedelta(days=29)
# 获取充值总额
row = []
row.append(row_date.strftime('%Y-%m-%d'))
row.append(new_device_num)
row.append(compute_k_days(recharge_date_1)) # 第1日
row.append(compute_k_days(recharge_date_2)) # 第2日
row.append(compute_k_days(recharge_date_3)) # 第3日
row.append(compute_k_days(recharge_date_4)) # 第4日
row.append(compute_k_days(recharge_date_5)) # 第5日
row.append(compute_k_days(recharge_date_6)) # 第6日
row.append(compute_k_days(recharge_date_7)) # 第7日
row.append(compute_k_days(recharge_date_7, _to_days=recharge_date_15)) # 第7~30日
row.append(compute_k_days(recharge_date_15, _to_days=recharge_date_30)) # 第15~30日
row.append(compute_k_days(recharge_date_up, compute='greater')) # 第30日以后
table_lst.append(row)
return table_lst
def get_table(start_time, end_time, channel_id=-1, server_id=-1):
"""
start_time 起始时间
end_time 结束时间
"""
new_log_lst=[]
new_log_lst = daily_log_dat.get_new_log_lst(start_time, end_time)
if channel_id >= 0:
new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['platform_id'] == channel_id)
if server_id >= 0:
new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['server_id'] == server_id)
# 获取登录事件
action_login_lst = daily_log_dat.filter_logs(new_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
# 获取所有设备列表
device_lst = daily_log_dat.get_set_with_key(new_log_lst, 'dev_id')
ip_lst = daily_log_dat.get_set_with_key(new_log_lst, 'login_ip')
# 获取单设备账号数比率
device_account_result = _get_device_account_result(device_lst, action_login_lst)
device_account_num_dict = _get_device_account_num(device_account_result)
device_account_rate_dict = _get_device_account_rate(device_account_num_dict)
# 获取单IP对应设备数
ip_device_result = _get_ip_device_result(ip_lst, action_login_lst)
ip_device_num_dict = _get_ip_device_num(ip_device_result)
ip_device_rate_dict = _get_ip_device_rate(ip_device_num_dict)
max_row = max(len(device_account_num_dict), len(ip_device_num_dict))
row_lst = []
for x in xrange(1, max_row + 1):
row = []
# 单设备对应账号数
row.append(device_account_num_dict.get(x, 0))
# 占比
row.append(device_account_rate_dict.get(x, 0))
# 单ip对应设备数
row.append(ip_device_num_dict.get(x, 0))
# 占比
row.append(ip_device_rate_dict.get(x, 0))
row_lst.append(row)
return row_lst
def get_table(search_date, channel_id=-1, server_id=-1):
"""
获取首次游戏时间长度
"""
# new_log_lst = dat_log_util.read_file(search_date,search_date)
# print new_log_lst
# new_log_lst = daily_log_dat.get_new_log_lst(search_date, search_date)
#
# if channel_id >= 0:
# new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['platform_id'] == channel_id)
# if server_id >= 0:
# new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['server_id'] == server_id)
date_str = "_" + search_date.strftime('%Y%m%d')
new_log_lst = mysql_util.get_role_action_lst(
'EVENT_ACTION_ROLE_LOGIN' + str(date_str), search_date, search_date,
channel_id, server_id, None, None)
# print("new_log_lst: "+str(new_log_lst))
# 获取指定日期新用户
new_use_uid_lst = daily_log_dat.get_set_with_key(
new_log_lst, 'uid', function=lambda log: log['install'] == search_date)
# 获取新玩家的所有日志
new_user_log_lst = daily_log_dat.filter_logs(
new_log_lst, function=lambda log: log['uid'] in new_use_uid_lst)
user_online_time_dict = _get_online_time_dict(new_user_log_lst,
new_use_uid_lst)
# print("user_online_time_dict: "+str(user_online_time_dict))
table_dat = []
table_dat.append(_get_row_dat("0-15s", user_online_time_dict, 0, 15))
table_dat.append(_get_row_dat("15-30s", user_online_time_dict, 15, 30))
table_dat.append(_get_row_dat("30s-1m", user_online_time_dict, 30, 60))
table_dat.append(_get_row_dat("1m-2m", user_online_time_dict, 60, 120))
table_dat.append(_get_row_dat("2m-3m", user_online_time_dict, 120, 180))
table_dat.append(_get_row_dat("3m-5m", user_online_time_dict, 180, 300))
table_dat.append(_get_row_dat("5m-10m", user_online_time_dict, 300, 600))
table_dat.append(_get_row_dat("10m-15m", user_online_time_dict, 600, 900))
table_dat.append(_get_row_dat("15m-30m", user_online_time_dict, 900, 1800))
table_dat.append(_get_row_dat("30m-60m", user_online_time_dict, 1800,
3600))
table_dat.append(
_get_row_dat("60m-120m", user_online_time_dict, 3600, 7200))
table_dat.append(_get_row_dat("大于120m", user_online_time_dict, 7200))
# print("table_dat: "+str(table_dat))
return table_dat
def get_table(search_from_date, search_to_date, channel_id=-1, server_id=-1):
"""
充值周期
"""
# 获取指定日期 所有日志
# all_log_lst = daily_log_dat.get_new_log_lst(search_from_date, search_to_date)
#
# if channel_id >= 0:
# all_log_lst = daily_log_dat.filter_logs(all_log_lst, function=lambda x: x['platform_id'] == channel_id)
# if server_id >= 0:
# all_log_lst = daily_log_dat.filter_logs(all_log_lst, function=lambda x: x['server_id'] == server_id)
# 获取到今天为止的日志
now_date = datetime.date.today()
total_days = (now_date - search_from_date).days+1
all_log_lst = []
for i in xrange(total_days):
search_date = search_from_date + datetime.timedelta(days=i)
date_str = "_"+search_date.strftime('%Y%m%d')
log_lst = mysql_util.get_role_action_lst('EVENT_ACTION_RECHARGE_PLAYER'+str(date_str), search_date, search_date, channel_id, server_id, None, None)
all_log_lst.extend(log_lst)
# 获取区间内所有新安装用户
new_install_uid_lst = daily_log_dat.get_set_with_key(all_log_lst, 'uid', function=lambda log: search_from_date <= log['install'] <= search_to_date)
# 用指定日期新用户 获取所有充值日志
all_recharge_log = daily_log_dat.filter_logs(all_log_lst, function=lambda log: log['uid'] in new_install_uid_lst)
# 获取全部首冲日志
all_first_recharge_log = daily_log_dat.filter_logs(all_recharge_log, function=lambda log: log['old_rmb'] == 0)
table_result = []
table_result.append(_get_day_distance_result('1日', all_recharge_log, all_first_recharge_log, 0, 1))
table_result.append(_get_day_distance_result('2日', all_recharge_log, all_first_recharge_log, 1, 2))
table_result.append(_get_day_distance_result('3日', all_recharge_log, all_first_recharge_log, 2, 3))
table_result.append(_get_day_distance_result('4日', all_recharge_log, all_first_recharge_log, 3, 4))
table_result.append(_get_day_distance_result('5日', all_recharge_log, all_first_recharge_log, 4, 5))
table_result.append(_get_day_distance_result('6日', all_recharge_log, all_first_recharge_log, 5, 6))
table_result.append(_get_day_distance_result('7日', all_recharge_log, all_first_recharge_log, 6, 7))
table_result.append(_get_day_distance_result('7-15日', all_recharge_log, all_first_recharge_log, 7, 15))
table_result.append(_get_day_distance_result('15-30日', all_recharge_log, all_first_recharge_log, 15, 30))
table_result.append(_get_day_distance_result('30日以上', all_recharge_log, all_first_recharge_log, 30))
return table_result
def get_table(search_date, channel_id=-1, server_id=-1):
"""
获取首次游戏时间长度
"""
# new_log_lst = dat_log_util.read_file(search_date,search_date)
# print new_log_lst
# new_log_lst = daily_log_dat.get_new_log_lst(search_date, search_date)
#
# if channel_id >= 0:
# new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['platform_id'] == channel_id)
# if server_id >= 0:
# new_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda x: x['server_id'] == server_id)
date_str = "_" + search_date.strftime('%Y%m%d')
new_log_lst = mysql_util.get_role_action_lst('EVENT_ACTION_ROLE_LOGIN' + str(date_str), search_date, search_date,
channel_id, server_id, None, None)
# print("new_log_lst: "+str(new_log_lst))
# 获取指定日期新用户
new_use_uid_lst = daily_log_dat.get_set_with_key(new_log_lst, 'uid',
function=lambda log: log['install'] == search_date)
# 获取新玩家的所有日志
new_user_log_lst = daily_log_dat.filter_logs(new_log_lst, function=lambda log: log['uid'] in new_use_uid_lst)
user_online_time_dict = _get_online_time_dict(new_user_log_lst, new_use_uid_lst)
# print("user_online_time_dict: "+str(user_online_time_dict))
table_dat = []
table_dat.append(_get_row_dat("0-15s", user_online_time_dict, 0, 15))
table_dat.append(_get_row_dat("15-30s", user_online_time_dict, 15, 30))
table_dat.append(_get_row_dat("30s-1m", user_online_time_dict, 30, 60))
table_dat.append(_get_row_dat("1m-2m", user_online_time_dict, 60, 120))
table_dat.append(_get_row_dat("2m-3m", user_online_time_dict, 120, 180))
table_dat.append(_get_row_dat("3m-5m", user_online_time_dict, 180, 300))
table_dat.append(_get_row_dat("5m-10m", user_online_time_dict, 300, 600))
table_dat.append(_get_row_dat("10m-15m", user_online_time_dict, 600, 900))
table_dat.append(_get_row_dat("15m-30m", user_online_time_dict, 900, 1800))
table_dat.append(_get_row_dat("30m-60m", user_online_time_dict, 1800, 3600))
table_dat.append(_get_row_dat("60m-120m", user_online_time_dict, 3600, 7200))
table_dat.append(_get_row_dat("大于120m", user_online_time_dict, 7200))
# print("table_dat: "+str(table_dat))
return table_dat
def get_table(search_start_date,
search_end_date,
register_start_date=None,
register_end_date=None,
server_id=-1):
"""
获取展示表格
register_start_date 注册开始时间
register_end_date 注册结束时间
search_start_date 查询开始时间
search_end_date 查询结束时间
"""
all_stone_shop_log_lst = dat_log_util.read_file(
game_define.EVENT_ACTION_STONE_SHOP_BUY, search_start_date,
search_end_date, server_id)
# if channel_id >= 0:
# all_stone_shop_log_lst = daily_log_dat.filter_logs(all_stone_shop_log_lst, function=lambda x: x['platform_id'] == channel_id)
# if server_id >= 0:
# all_stone_shop_log_lst = daily_log_dat.filter_logs(all_stone_shop_log_lst, function=lambda x: x['server_id'] == server_id)
#获取符合条件的日志
if register_start_date and register_end_date:
all_stone_shop_log_lst = daily_log_dat.filter_logs(
all_stone_shop_log_lst,
function=lambda log: register_start_date <= log[
'install'] <= register_end_date)
# print all_stone_shop_log_lst
# 全部钻石商城物品购买日志
# print("all_stone_shop_log_lst: "+str(all_stone_shop_log_lst))
# 获取所有钻石商城物品玩家设备
# device_lst = daily_log_dat.get_set_with_key(all_stone_shop_log_lst, 'dev_id')
# 获取所有钻石商城物品购买日志玩家UID
all_uid_lst = daily_log_dat.get_set_with_key(all_stone_shop_log_lst, 'uid')
# 消耗钻石总数
total_cost_stone = daily_log_dat.get_sum_int_with_key(
all_stone_shop_log_lst, 'cost_stone')
# 根据ID拆分日志
item_logs_dict = dict()
for _log in all_stone_shop_log_lst:
_item_info = _log['add_item_list']
_item_tid = _item_info[0]
if _item_tid in item_logs_dict:
item_logs_dict[_item_tid].append(_log)
else:
lst = [_log]
item_logs_dict[_item_tid] = lst
table_lst = []
for _item_tid, _log in item_logs_dict.items():
user_num = daily_log_dat.get_set_num_with_key(_log, 'uid')
# 购买物品
item_config = game_config.get_item_config(int(_item_tid))
event_log_act = item_config['name']
# 钻石数
cost_stone = daily_log_dat.get_sum_int_with_key(_log, 'cost_stone')
# 次数
cost_num = len(_log)
# 参与率
take_part_rate = _get_rate(user_num, len(all_uid_lst))
# 钻石比率
first_cost_stone_rate = _get_rate(cost_stone, total_cost_stone)
# 人数比率
# cur_user_num_rate = _get_rate(user_num, len(all_uid_lst))
row = [
event_log_act, cost_stone, user_num, cost_num,
str(take_part_rate * 100) + "%",
str(first_cost_stone_rate * 100) + "%"
]
table_lst.append(row)
return table_lst
def get_table(register_star_date,
register_end_date,
channel_id=-1,
server_id=-1):
"""
新增K日收益统计
"""
now_date = datetime.date.today()
total_days = (now_date - register_star_date).days + 1
all_login_log_lst = []
global ALL_RECHARGE_LOG_LST
ALL_RECHARGE_LOG_LST = []
for i in xrange(total_days):
search_date = register_star_date + datetime.timedelta(days=i)
date_str = "_" + search_date.strftime('%Y%m%d')
# 获得查询日期到今天的所有登陆 和 充值数据
login_log_lst = mysql_util.get_role_action_lst(
'EVENT_ACTION_ROLE_LOGIN' + str(date_str), search_date,
search_date, channel_id, server_id, None, None)
recharge_log_lst = mysql_util.get_role_action_lst(
'EVENT_ACTION_RECHARGE_PLAYER' + str(date_str), search_date,
search_date, channel_id, server_id, None, None)
all_login_log_lst.extend(login_log_lst)
ALL_RECHARGE_LOG_LST.extend(recharge_log_lst)
# 计算数据
row_days = (register_end_date - register_star_date).days + 1
table_lst = []
for _day in xrange(row_days):
global ROW_NEW_USER_UID_LST
ROW_NEW_USER_UID_LST = []
row_date = register_star_date + datetime.timedelta(days=_day)
# 获取新用户
ROW_NEW_USER_UID_LST = daily_log_dat.get_set_with_key(
all_login_log_lst,
'uid',
function=lambda log: log['install'] == row_date)
# 获取新增设备
new_device_num = daily_log_dat.get_set_num_with_key(
all_login_log_lst,
'dev_id',
function=lambda log: log['install'] == row_date)
# 日期
recharge_date_1 = row_date + datetime.timedelta(days=0)
recharge_date_2 = row_date + datetime.timedelta(days=1)
recharge_date_3 = row_date + datetime.timedelta(days=2)
recharge_date_4 = row_date + datetime.timedelta(days=3)
recharge_date_5 = row_date + datetime.timedelta(days=4)
recharge_date_6 = row_date + datetime.timedelta(days=5)
recharge_date_7 = row_date + datetime.timedelta(days=6)
recharge_date_15 = row_date + datetime.timedelta(days=14)
recharge_date_30 = row_date + datetime.timedelta(days=29)
recharge_date_up = row_date + datetime.timedelta(days=29)
# 获取充值总额
row = []
row.append(row_date.strftime('%Y-%m-%d'))
row.append(new_device_num)
row.append(compute_k_days(recharge_date_1)) # 第1日
row.append(compute_k_days(recharge_date_2)) # 第2日
row.append(compute_k_days(recharge_date_3)) # 第3日
row.append(compute_k_days(recharge_date_4)) # 第4日
row.append(compute_k_days(recharge_date_5)) # 第5日
row.append(compute_k_days(recharge_date_6)) # 第6日
row.append(compute_k_days(recharge_date_7)) # 第7日
row.append(compute_k_days(recharge_date_7,
_to_days=recharge_date_15)) # 第7~30日
row.append(compute_k_days(recharge_date_15,
_to_days=recharge_date_30)) # 第15~30日
row.append(compute_k_days(recharge_date_up,
compute='greater')) # 第30日以后
table_lst.append(row)
return table_lst
