def get_table(search_start_date, search_end_date, channel_id=-1, server_id=-1):
# 搜索日期到今天的所有日志
retained_day = search_start_date - datetime.timedelta(days=3)
all_log_lst = daily_log_dat.get_new_log_lst(retained_day, search_end_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)
# 获取全部登录日志
all_login_log_lst = daily_log_dat.filter_logs(
all_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
# 获取玩家游戏天数字典
user_play_day_dict = daily_log_dat.split_log_users_play_days(
all_login_log_lst)
# 展示日期数
show_days = (search_end_date - search_start_date).days
table_result = []
for i in xrange(show_days + 1):
row_date = search_start_date + datetime.timedelta(days=i)
# 获取所有流失用户
lost_user_lst = daily_log_dat.get_lost_user_set(
all_login_log_lst, row_date)
row = _get_row(row_date, user_play_day_dict, lost_user_lst)
table_result.append(row)
return table_result
def get_table(search_start_date, search_end_date, channel_id=-1, server_id=-1):
# 搜索日期到今天的所有日志
retained_day = search_start_date - datetime.timedelta(days=3)
all_log_lst = daily_log_dat.get_new_log_lst(retained_day, search_end_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)
# 获取全部登录日志
all_login_log_lst = daily_log_dat.filter_logs(all_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
# 获取玩家游戏天数字典
user_play_day_dict = daily_log_dat.split_log_users_play_days(all_login_log_lst)
# 展示日期数
show_days = (search_end_date - search_start_date).days
table_result = []
for i in xrange(show_days + 1):
row_date = search_start_date + datetime.timedelta(days=i)
# 获取所有流失用户
lost_user_lst = daily_log_dat.get_lost_user_set(all_login_log_lst, row_date)
row = _get_row(row_date, user_play_day_dict, lost_user_lst)
table_result.append(row)
return table_result
def get_table(search_start_date, search_end_date, channel_id=-1, server_id=-1):
# 搜索日期到今天的所有日志
retained_day = search_start_date - datetime.timedelta(days=4)
all_log_lst = daily_log_dat.get_new_log_lst(retained_day, search_end_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)
#获取所有登录事件
all_login_lst = daily_log_dat.filter_logs(
all_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
# 获取日期数
search_days = (search_end_date - search_start_date).days
table_result = []
for i in xrange(search_days + 1):
cur_date = search_start_date + datetime.timedelta(days=i)
# 今日全部日志
today_login_lst = daily_log_dat.get_new_log_lst_with_log(
all_login_lst, cur_date, cur_date)
# 获取登录日志列表
today_login_uid_lst = daily_log_dat.get_set_with_key(
today_login_lst, 'uid')
today_new_user_login_lst = daily_log_dat.filter_logs(
today_login_lst, function=lambda log: log['install'] == cur_date)
today_new_user_uid_num = daily_log_dat.get_set_num_with_key(
today_new_user_login_lst, 'uid')
# 登录用户数
today_login_uid_num = len(today_login_uid_lst)
# 活跃用户数
today_active_uid_num = today_new_user_uid_num
# 流失用户（3天内没登录）
today_lost_uid_num = len(
daily_log_dat.get_lost_user_set(all_login_lst, cur_date))
# 回流用户（3天内没登录 但今天登录）
login_back_num = len(
daily_log_dat.get_lost_back_user_set(all_login_lst, cur_date))
row = [
cur_date.strftime("%m/%d/%Y"), today_login_uid_num,
today_active_uid_num, today_lost_uid_num, login_back_num
]
table_result.append(row)
return table_result
def get_table(search_start_date, search_end_date, channel_id=-1, server_id=-1):
# 搜索日期到今天的所有日志
retained_day = search_start_date - datetime.timedelta(days=4)
all_log_lst = daily_log_dat.get_new_log_lst(retained_day, search_end_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)
# 获取所有登录事件
all_login_lst = daily_log_dat.filter_logs(all_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
# 获取日期数
search_days = (search_end_date - search_start_date).days
table_result = []
for i in xrange(search_days + 1):
cur_date = search_start_date + datetime.timedelta(days=i)
# 今日全部日志
today_login_lst = daily_log_dat.get_new_log_lst_with_log(all_login_lst, cur_date, cur_date)
# 获取登录日志列表
today_login_uid_lst = daily_log_dat.get_set_with_key(today_login_lst, "uid")
today_new_user_login_lst = daily_log_dat.filter_logs(
today_login_lst, function=lambda log: log["install"] == cur_date
)
today_new_user_uid_num = daily_log_dat.get_set_num_with_key(today_new_user_login_lst, "uid")
# 登录用户数
today_login_uid_num = len(today_login_uid_lst)
# 活跃用户数
today_active_uid_num = today_new_user_uid_num
# 流失用户（3天内没登录）
today_lost_uid_num = len(daily_log_dat.get_lost_user_set(all_login_lst, cur_date))
# 回流用户（3天内没登录 但今天登录）
login_back_num = len(daily_log_dat.get_lost_back_user_set(all_login_lst, cur_date))
row = [
cur_date.strftime("%m/%d/%Y"),
today_login_uid_num,
today_active_uid_num,
today_lost_uid_num,
login_back_num,
]
table_result.append(row)
return table_result
def get_table(search_date, server_id):
# 搜索日期到今天的所有日志
retained_day = search_date - datetime.timedelta(days=4)
all_login_lst = []
total_days = (search_date - retained_day).days + 1
for i in xrange(total_days):
search_date = retained_day + datetime.timedelta(days=i)
date_str = "_" + search_date.strftime('%Y%m%d')
login_lst = mysql_util.get_role_action_lst(
'EVENT_ACTION_ROLE_LOGIN' + str(date_str), search_date,
search_date, -1, server_id, None, None)
all_login_lst.extend(login_lst)
table_result = []
cur_date = search_date
# 今日全部日志
today_login_lst = daily_log_dat.get_new_log_lst_with_log(
all_login_lst, cur_date, cur_date)
# 获取登录日志列表
today_login_uid_lst = daily_log_dat.get_set_with_key(
today_login_lst, 'uid')
today_new_user_login_lst = daily_log_dat.filter_logs(
today_login_lst, function=lambda log: log['install'] == cur_date)
today_new_user_uid_num = daily_log_dat.get_set_num_with_key(
today_new_user_login_lst, 'uid')
# 登录用户数
today_login_uid_num = len(today_login_uid_lst)
# 活跃用户数
today_active_uid_num = today_new_user_uid_num
# 流失用户（3天内没登录）
today_lost_uid_num = len(
daily_log_dat.get_lost_user_set(all_login_lst, cur_date))
# 回流用户（3天内没登录 但今天登录）
login_back_num = len(
daily_log_dat.get_lost_back_user_set(all_login_lst, cur_date))
row = [
cur_date.strftime("%m/%d/%Y"), today_login_uid_num,
today_active_uid_num, today_lost_uid_num, login_back_num
]
table_result.append(row)
return table_result
def get_table(search_date, server_id):
# 搜索日期到今天的所有日志
retained_day = search_date - datetime.timedelta(days=4)
all_login_lst = []
total_days = (search_date - retained_day).days + 1
for i in xrange(total_days):
search_date = retained_day + datetime.timedelta(days=i)
date_str = "_" + search_date.strftime("%Y%m%d")
login_lst = mysql_util.get_role_action_lst(
"EVENT_ACTION_ROLE_LOGIN" + str(date_str), search_date, search_date, -1, server_id, None, None
)
all_login_lst.extend(login_lst)
table_result = []
cur_date = search_date
# 今日全部日志
today_login_lst = daily_log_dat.get_new_log_lst_with_log(all_login_lst, cur_date, cur_date)
# 获取登录日志列表
today_login_uid_lst = daily_log_dat.get_set_with_key(today_login_lst, "uid")
today_new_user_login_lst = daily_log_dat.filter_logs(
today_login_lst, function=lambda log: log["install"] == cur_date
)
today_new_user_uid_num = daily_log_dat.get_set_num_with_key(today_new_user_login_lst, "uid")
# 登录用户数
today_login_uid_num = len(today_login_uid_lst)
# 活跃用户数
today_active_uid_num = today_new_user_uid_num
# 流失用户（3天内没登录）
today_lost_uid_num = len(daily_log_dat.get_lost_user_set(all_login_lst, cur_date))
# 回流用户（3天内没登录 但今天登录）
login_back_num = len(daily_log_dat.get_lost_back_user_set(all_login_lst, cur_date))
row = [cur_date.strftime("%m/%d/%Y"), today_login_uid_num, today_active_uid_num, today_lost_uid_num, login_back_num]
table_result.append(row)
return table_result
def get_table(search_date, register_start_date=None, register_end_date=None, channel_id=-1, server_id=-1):
"""
获取各等级充值状况表格
"""
# 获取搜索区间日志
# 本地写入的开始日期
log_start_date = datetime.datetime.strptime(game_define.LOCAL_LOG_START_DATE, '%Y-%m-%d').date()
new_log_lst = daily_log_dat.get_new_log_lst(log_start_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)
#获取符合条件的日志
if register_start_date and register_end_date:
recharge_log_lst = daily_log_dat.filter_logs(new_log_lst, action=game_define.EVENT_ACTION_RECHARGE_PLAYER, function=lambda log: register_start_date <= log['install'] <= register_end_date)
else:
recharge_log_lst = daily_log_dat.filter_logs(new_log_lst, action=game_define.EVENT_ACTION_RECHARGE_PLAYER)
# 获取所有充值玩家UID
all_uid_log_lst = daily_log_dat.get_set_with_key(recharge_log_lst, 'uid')
# 获取全部玩家当前等级
uid_level_dict = dict()
for _uid in all_uid_log_lst:
uid_level_dict[_uid] = daily_log_dat.get_max_int_with_key(new_log_lst, 'level', function=lambda log:log['uid'] == _uid)
# print("uid_level_dict " + str(uid_level_dict))
# 获取全部玩家最后登录间隔天数
uid_last_login_distance = dict()
for _uid in all_uid_log_lst:
# 获取玩家最后登录日志
_user_login_logs = daily_log_dat.filter_logs(new_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN, function=lambda log:log['uid'] == _uid)
if _user_login_logs:
last_login_log = _user_login_logs[0]
for _log in _user_login_logs:
if _log['log_time'] > last_login_log['log_time']:
last_login_log = _log
# 计算距离搜索日的日期
last_login_dis_day = (search_date - last_login_log['log_time'].date()).days # 最后登录间隔日期
else:
last_login_dis_day = 300
# 记录
uid_last_login_distance[_uid] = last_login_dis_day
# 获取所有等级停留人数
table_row_lst = []
for _table_lv in xrange(1, 121):
level_uid_lst = _get_level_uid_lst(_table_lv, uid_level_dict)
lost_uid_lst = daily_log_dat.get_lost_user_set(level_uid_lst, search_date)
arrive_uid_lst = _get_arrive_level_uid_lst(_table_lv, uid_level_dict)
level_recharge_lst = daily_log_dat.get_recharge_lst_with_user_level(recharge_log_lst, _table_lv)
recharge_uid_lst = daily_log_dat.get_user_uid_lst(level_recharge_lst)
# 停留人数
user_num = len(level_uid_lst)
# 流失人数
lost_num = len(lost_uid_lst)
# 留存人数
stand_num = user_num - lost_num
# 到达等级人数
arrive_num = len(arrive_uid_lst)
# 充值金额
recharge_money = daily_log_dat.get_recharge_total_money(level_recharge_lst)
# 充值次数
recharge_num = len(level_recharge_lst)
# 充值人数
recharge_user_num = len(recharge_uid_lst)
# 等级付费率
level_pay_rate = _get_level_pay_rate(recharge_user_num, arrive_num)
# 等级流失率 流失人数/到达人数
level_lost_rate = _get_level_lost_rate(lost_num, arrive_num)
content = [_table_lv, user_num, lost_num, stand_num, arrive_num, recharge_money, recharge_num, recharge_user_num, level_pay_rate, level_lost_rate]
table_row_lst.append(content)
return table_row_lst
def get_table(search_start_date,
search_end_date,
register_start_date=None,
register_end_date=None,
channel_id=-1,
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
"""
# 获取搜索区间日志
new_log_lst = daily_log_dat.get_new_log_lst(search_start_date,
search_end_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)
#获取符合条件的日志
if register_start_date and register_end_date:
new_log_lst = daily_log_dat.filter_logs(
new_log_lst,
function=lambda log: register_start_date <= log[
'install'] <= register_end_date)
# 获取新增用户部分日志
all_login_lst = daily_log_dat.filter_logs(
new_log_lst, action=game_define.EVENT_ACTION_ROLE_LOGIN)
all_uid_log_lst = daily_log_dat.get_set_with_key(all_login_lst, 'uid')
# 获取全部玩家最后登录间隔天数
uid_level_dict = dict()
for _uid in all_uid_log_lst:
uid_level_dict[_uid] = daily_log_dat.get_max_int_with_key(
all_login_lst, 'level', function=lambda x: x['uid'] == _uid)
# 获取全部玩家最后登录间隔天数
uid_last_login_distance = dict()
for _uid in all_uid_log_lst:
# 获取玩家最后登录日志
_user_login_logs = daily_log_dat.filter_logs(
new_log_lst,
action=game_define.EVENT_ACTION_ROLE_LOGIN,
function=lambda log: log['uid'] == _uid)
if _user_login_logs:
last_login_log = _user_login_logs[0]
for _log in _user_login_logs:
if _log['log_time'] > last_login_log['log_time']:
last_login_log = _log
# 计算距离搜索日的日期
last_login_dis_day = (
search_end_date -
last_login_log['log_time'].date()).days # 最后登录间隔日期
else:
last_login_dis_day = 300
# 记录
uid_last_login_distance[_uid] = last_login_dis_day
# 遍历全部等级
table_row_lst = []
for _table_lv in xrange(1, 121):
level_uid_lst = _get_level_uid_lst(_table_lv, uid_level_dict)
lost_uid_lst = daily_log_dat.get_lost_user_set(new_log_lst,
search_end_date)
arrive_uid_lst = _get_arrive_level_uid_lst(_table_lv, uid_level_dict)
# 停留人数
user_num = len(level_uid_lst)
# 流失人数
lost_num = len(lost_uid_lst)
# 留存人数
stand_num = user_num - lost_num
# 到达等级人数
arrive_num = len(arrive_uid_lst)
# 等级流失率
level_lost_rate = _get_level_lost_rate(lost_num, arrive_num)
# 等级 停留人数 留存人数 流失人数 到达人数 等级流失率
content = [
_table_lv, user_num, stand_num, lost_num, arrive_num,
level_lost_rate
]
table_row_lst.append(content)
return table_row_lst