Order_CNT=Order_df.groupby(['Arrive_step','Pickup_Zone','Dropoff_Zone']).count()
时间: 2023-09-06 07:12:24 浏览: 32
这段代码使用了pandas库的`groupby()`函数对`Order_df`数据表进行分组操作,根据`Arrive_step`、`Pickup_Zone`和`Dropoff_Zone`三列进行分组,并统计每组的数量。
具体来说,`groupby()`函数会将数据表按照指定列的值进行分组,然后对每个分组进行聚合操作(例如计数、求和、平均值等),最终返回一个包含聚合结果的数据表。
在这段代码中,`Order_df.groupby(['Arrive_step','Pickup_Zone','Dropoff_Zone'])`表示按照`Arrive_step`、`Pickup_Zone`和`Dropoff_Zone`三列进行分组操作,`.count()`表示对每个分组进行计数操作,即统计每个分组中有多少条数据。
最终,这段代码会返回一个名为`Order_CNT`的数据表,其中包含了按照`Arrive_step`、`Pickup_Zone`和`Dropoff_Zone`三列分组后的每个分组的数量。
相关问题
insert table cdata_safe_income_new_day_analysis_item_status with t1 as ( select if(a.app_id is null,b.app_id,a.app_id) as app_id, if(a.product is null,b.product,a.product) as product, if(a.item_code_name is null,b.item_code_name,a.item_code_name) as item_code_name, case when a.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响' when b.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响' when a.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响' when b.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响' when a.app_id is null and c.voucher_begin > 0 then '优惠券影响' --- 原:续费使用了代金券 when a.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响' --- 原:续费使用了代金券 when b.app_id is null and c.voucher_begin > 0 then '优惠券影响' --- 原:续费由代金券转为正常 when b.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响' --- 原:续费由代金券转为正常 else 'item维度正常' end flag_status from (select app_id, product,item_code_name,sum(if(paymode_type = '调账',1,0)) as tiaozhang_cnt, sum(if(instr(paymode,'退费')>0,1,0)) as tuifei_cnt from cdata_safe_income_new_day where ftime = '${YYYYMMDD}' and paymode != '0元订单' and prod_class1_name = '基础安全' and prod_class2_name = '云原生安全' and product is not null and pay_type = '公有云' group by app_id,product,item_code_name ) a full join
cdata_safe_income_new_day_analysis_item_status 表中插入数据的SQL语句是:
```sql
insert table cdata_safe_income_new_day_analysis_item_status
with t1 as (
select if(a.app_id is null,b.app_id,a.app_id) as app_id,
if(a.product is null,b.product,a.product) as product,
if(a.item_code_name is null,b.item_code_name,a.item_code_name) as item_code_name,
case
when a.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响'
when b.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响'
when a.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响'
when b.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响'
when a.app_id is null and c.voucher_begin > 0 then '优惠券影响'
when a.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响'
when b.app_id is null and c.voucher_begin > 0 then '优惠券影响'
when b.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响'
else 'item维度正常'
end flag_status
from (
select app_id,
product,
item_code_name,
sum(if(paymode_type = '调账',1,0)) as tiaozhang_cnt,
sum(if(instr(paymode,'退费')>0,1,0)) as tuifei_cnt
from cdata_safe_income_new_day
where ftime = '${YYYYMMDD}'
and paymode != '0元订单'
and prod_class1_name = '基础安全'
and prod_class2_name = '云原生安全'
and product is not null
and pay_type = '公有云'
group by app_id,product,item_code_name
) a
full join <表名> b on <条件>
)
select * from t1;
```
其中 `<表名>` 和 `<条件>` 表示需要进行全连接的另外一个表的表名和连接条件。请在实际使用时将其替换为正确的表名和条件。
insert table cdata_safe_income_new_day_analysis_item_status with t1 as ( select if(a.app_id is null,b.app_id,a.app_id) as app_id, if(a.product is null,b.product,a.product) as product, if(a.item_code_name is null,b.item_code_name,a.item_code_name) as item_code_name, case when a.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响' when b.app_id is null and (if(a.tiaozhang_cnt is null,0,a.tiaozhang_cnt) + if(b.tiaozhang_cnt is null,0,b.tiaozhang_cnt)) > 0 then '调账影响' when a.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响' when b.app_id is null and (if(a.tuifei_cnt is null,0,a.tuifei_cnt) + if(b.tuifei_cnt is null,0,b.tuifei_cnt)) > 0 then '退费影响' when a.app_id is null and c.voucher_begin > 0 then '优惠券影响' --- 原:续费使用了代金券 when a.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响' --- 原:续费使用了代金券 when b.app_id is null and c.voucher_begin > 0 then '优惠券影响' --- 原:续费由代金券转为正常 when b.app_id is null and c.voucher_end > 0 and change_order_cnt = 0 then '优惠券影响' --- 原:续费由代金券转为正常 else 'item维度正常' end flag_status from (select app_id, product,item_code_name,sum(if(paymode_type = '调账',1,0)) as tiaozhang_cnt, sum(if(instr(paymode,'退费')>0,1,0)) as tuifei_cnt from cdata_safe_income_new_day where ftime = '${YYYYMMDD}' and paymode != '0元订单' and prod_class1_name = '基础安全' and prod_class2_name = '云原生安全' and product is not null and pay_type = '公有云' group by app_id,product,item_code_name ) a full join
(select app_id,
product,item_code_name,sum(if(paymode_type = '调账',1,0)) as tiaozhang_cnt,
sum(if(instr(paymode,'退费')>0,1,0)) as tuifei_cnt
from cdata_safe_income_new_day where ftime = '${YYYYMMDD}'
and paymode != '0元订单' and prod_class1_name = '基础安全' and prod_class2_name = '云原生安全' and product is not null and pay_type = '公有云'
group by
app_id,product,item_code_name
) b
on a.app_id = b.app_id and a.product = b.product and a.item_code_name = b.item_code_name
left join
(select app_id,
product,item_code_name,
sum(if(instr(paymode,'优惠')>0,1,0)) as voucher_begin,
sum(if(instr(paymode,'优惠')>0,1,0)) as voucher_end,
sum(if(change_order_cnt > 0,1,0)) as change_order_cnt
from cdata_safe_income_new_day where ftime = '${YYYYMMDD}'
and paymode != '0元订单' and prod_class1_name = '基础安全' and prod_class2_name = '云原生安全' and product is not null and pay_type = '公有云'
group by
app_id,product,item_code_name) c
on a.app_id = c.app_id and a.product = c.product and a.item_code_name = c.item_code_name;
commit;