数据仓库实战 3(二)

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简介: 数据仓库实战 3(二)

执行脚本

[root@cdh2 25k]# dws_log.sh 2020-11-24
20/11/24 21:43:12 [main]: INFO jdbc.HiveConnection: Connected to cdh2.macro.com:10000
Connected to: Apache Hive (version 3.1.3000.7.1.3.0-100)
Driver: Hive JDBC (version 3.1.3000.7.1.3.0-100)
Transaction isolation: TRANSACTION_REPEATABLE_READ
No rows affected (0.068 seconds)
INFO  : Compiling command(queryId=hive_20201124214313_9cbb09a0-699d-4747-a5e9-a126602a5435): insert overwrite table gmall.dws_uv_detail_day partition(dt='2020-11-24')
  select  
    mid_id,
    concat_ws('|', collect_set(user_id)) user_id,
    concat_ws('|', collect_set(version_code)) version_code,
    concat_ws('|', collect_set(version_name)) version_name,
    concat_ws('|', collect_set(lang)) lang,
    concat_ws('|', collect_set(source)) source,
    concat_ws('|', collect_set(os)) os,
    concat_ws('|', collect_set(area)) area, 
    concat_ws('|', collect_set(model)) model,
    concat_ws('|', collect_set(brand)) brand,
    concat_ws('|', collect_set(sdk_version)) sdk_version,
    concat_ws('|', collect_set(gmail)) gmail,
    concat_ws('|', collect_set(height_width)) height_width,
    concat_ws('|', collect_set(app_time)) app_time,
    concat_ws('|', collect_set(network)) network,
    concat_ws('|', collect_set(lng)) lng,
    concat_ws('|', collect_set(lat)) lat
  from gmall.dwd_start_log
  where dt='2020-11-24'  
  group by mid_id
INFO  : Semantic Analysis Completed (retrial = false)
INFO  : Created Hive schema: Schema(fieldSchemas:[FieldSchema(name:mid_id, type:string, comment:null), FieldSchema(name:user_id, type:string, comment:null), FieldSchema(name:version_code, type:string, comment:null), FieldSchema(name:version_name, type:string, comment:null), FieldSchema(name:lang, type:string, comment:null), FieldSchema(name:source, type:string, comment:null), FieldSchema(name:os, type:string, comment:null), FieldSchema(name:area, type:string, comment:null), FieldSchema(name:model, type:string, comment:null), FieldSchema(name:brand, type:string, comment:null), FieldSchema(name:sdk_version, type:string, comment:null), FieldSchema(name:gmail, type:string, comment:null), FieldSchema(name:height_width, type:string, comment:null), FieldSchema(name:app_time, type:string, comment:null), FieldSchema(name:network, type:string, comment:null), FieldSchema(name:lng, type:string, comment:null), FieldSchema(name:lat, type:string, comment:null)], properties:null)
INFO  : Completed compiling command(queryId=hive_20201124214313_9cbb09a0-699d-4747-a5e9-a126602a5435); Time taken: 0.669 seconds
INFO  : Executing command(queryId=hive_20201124214313_9cbb09a0-699d-4747-a5e9-a126602a5435): insert overwrite table gmall.dws_uv_detail_day partition(dt='2020-11-24')
  select  
    mid_id,
    concat_ws('|', collect_set(user_id)) user_id,
    concat_ws('|', collect_set(version_code)) version_code,
    concat_ws('|', collect_set(version_name)) version_name,
    concat_ws('|', collect_set(lang)) lang,
    concat_ws('|', collect_set(source)) source,
    concat_ws('|', collect_set(os)) os,
    concat_ws('|', collect_set(area)) area, 
    concat_ws('|', collect_set(model)) model,
    concat_ws('|', collect_set(brand)) brand,
    concat_ws('|', collect_set(sdk_version)) sdk_version,
    concat_ws('|', collect_set(gmail)) gmail,
    concat_ws('|', collect_set(height_width)) height_width,
    concat_ws('|', collect_set(app_time)) app_time,
    concat_ws('|', collect_set(network)) network,
    concat_ws('|', collect_set(lng)) lng,
    concat_ws('|', collect_set(lat)) lat
  from gmall.dwd_start_log
  where dt='2020-11-24'  
  group by mid_id
INFO  : Query ID = hive_20201124214313_9cbb09a0-699d-4747-a5e9-a126602a5435
INFO  : Total jobs = 1
INFO  : Launching Job 1 out of 1
INFO  : Starting task [Stage-1:MAPRED] in serial mode
INFO  : Subscribed to counters: [] for queryId: hive_20201124214313_9cbb09a0-699d-4747-a5e9-a126602a5435
INFO  : Session is already open
INFO  : Dag name: insert overwrite table gmall.dws_uv...mid_id (Stage-1)
INFO  : Tez session was closed. Reopening...
INFO  : Session re-established.
INFO  : Session re-established.
INFO  : Status: Running (Executing on YARN cluster with App id application_1606125802436_0005)
----------------------------------------------------------------------------------------------
        VERTICES      MODE        STATUS  TOTAL  COMPLETED  RUNNING  PENDING  FAILED  KILLED  
----------------------------------------------------------------------------------------------
Map 1 .......... container     SUCCEEDED      1          1        0        0       0       0  
Reducer 2 ...... container     SUCCEEDED      2          2        0        0       0       0  
Reducer 3 ...... container     SUCCEEDED      2          2        0        0       0       0  
----------------------------------------------------------------------------------------------
VERTICES: 03/03  [==========================>>] 100%  ELAPSED TIME: 12.60 s    
----------------------------------------------------------------------------------------------
INFO  : Status: DAG finished successfully in 12.05 seconds
INFO  : 
INFO  : Query Execution Summary
INFO  : ----------------------------------------------------------------------------------------------
INFO  : OPERATION                            DURATION
INFO  : ----------------------------------------------------------------------------------------------
INFO  : Compile Query                           0.67s
INFO  : Prepare Plan                            0.12s
INFO  : Get Query Coordinator (AM)              0.01s
INFO  : Submit Plan                             4.36s
INFO  : Start DAG                               1.28s
INFO  : Run DAG                                12.05s
INFO  : ----------------------------------------------------------------------------------------------
INFO  : 
INFO  : Task Execution Summary
INFO  : ----------------------------------------------------------------------------------------------
INFO  :   VERTICES      DURATION(ms)   CPU_TIME(ms)    GC_TIME(ms)   INPUT_RECORDS   OUTPUT_RECORDS
INFO  : ----------------------------------------------------------------------------------------------
INFO  :      Map 1           3531.00          7,710             86             502              502
INFO  :  Reducer 2           6983.00         13,430            128             502                2
INFO  :  Reducer 3           4951.00          1,270              0               2                0
INFO  : ----------------------------------------------------------------------------------------------
INFO  : 
INFO  : org.apache.tez.common.counters.DAGCounter:
INFO  :    NUM_SUCCEEDED_TASKS: 5
INFO  :    TOTAL_LAUNCHED_TASKS: 5
INFO  :    DATA_LOCAL_TASKS: 1
INFO  :    AM_CPU_MILLISECONDS: 3690
INFO  :    AM_GC_TIME_MILLIS: 42
INFO  : File System Counters:
INFO  :    FILE_BYTES_READ: 51126
INFO  :    FILE_BYTES_WRITTEN: 69324
INFO  :    HDFS_BYTES_READ: 61338
INFO  :    HDFS_BYTES_WRITTEN: 60185
INFO  :    HDFS_READ_OPS: 12
INFO  :    HDFS_WRITE_OPS: 8
INFO  :    HDFS_OP_CREATE: 5
INFO  :    HDFS_OP_GET_FILE_STATUS: 11
INFO  :    HDFS_OP_OPEN: 1
INFO  :    HDFS_OP_RENAME: 3
INFO  : org.apache.tez.common.counters.TaskCounter:
INFO  :    REDUCE_INPUT_GROUPS: 503
INFO  :    REDUCE_INPUT_RECORDS: 504
INFO  :    COMBINE_INPUT_RECORDS: 0
INFO  :    SPILLED_RECORDS: 1008
INFO  :    NUM_SHUFFLED_INPUTS: 4
INFO  :    NUM_SKIPPED_INPUTS: 2
INFO  :    NUM_FAILED_SHUFFLE_INPUTS: 0
INFO  :    MERGED_MAP_OUTPUTS: 4
INFO  :    GC_TIME_MILLIS: 214
INFO  :    TASK_DURATION_MILLIS: 15451
INFO  :    CPU_MILLISECONDS: 22410
INFO  :    PHYSICAL_MEMORY_BYTES: 2729443328
INFO  :    VIRTUAL_MEMORY_BYTES: 27425902592
INFO  :    COMMITTED_HEAP_BYTES: 2729443328
INFO  :    INPUT_RECORDS_PROCESSED: 502
INFO  :    INPUT_SPLIT_LENGTH_BYTES: 61338
INFO  :    OUTPUT_RECORDS: 504
INFO  :    OUTPUT_LARGE_RECORDS: 0
INFO  :    OUTPUT_BYTES: 120214
INFO  :    OUTPUT_BYTES_WITH_OVERHEAD: 121752
INFO  :    OUTPUT_BYTES_PHYSICAL: 46586
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 22570
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 46586
INFO  :    ADDITIONAL_SPILL_COUNT: 0
INFO  :    SHUFFLE_CHUNK_COUNT: 3
INFO  :    SHUFFLE_BYTES: 46586
INFO  :    SHUFFLE_BYTES_DECOMPRESSED: 121752
INFO  :    SHUFFLE_BYTES_TO_MEM: 22570
INFO  :    SHUFFLE_BYTES_TO_DISK: 0
INFO  :    SHUFFLE_BYTES_DISK_DIRECT: 24016
INFO  :    NUM_MEM_TO_DISK_MERGES: 0
INFO  :    NUM_DISK_TO_DISK_MERGES: 0
INFO  :    SHUFFLE_PHASE_TIME: 5484
INFO  :    MERGE_PHASE_TIME: 5613
INFO  :    FIRST_EVENT_RECEIVED: 127
INFO  :    LAST_EVENT_RECEIVED: 5243
INFO  : HIVE:
INFO  :    CREATED_FILES: 3
INFO  :    DESERIALIZE_ERRORS: 0
INFO  :    RECORDS_IN_Map_1: 502
INFO  :    RECORDS_OUT_0: 1
INFO  :    RECORDS_OUT_1_gmall.dws_uv_detail_day: 502
INFO  :    RECORDS_OUT_INTERMEDIATE_Map_1: 502
INFO  :    RECORDS_OUT_INTERMEDIATE_Reducer_2: 2
INFO  :    RECORDS_OUT_INTERMEDIATE_Reducer_3: 0
INFO  :    RECORDS_OUT_OPERATOR_FS_14: 1
INFO  :    RECORDS_OUT_OPERATOR_FS_7: 502
INFO  :    RECORDS_OUT_OPERATOR_GBY_10: 2
INFO  :    RECORDS_OUT_OPERATOR_GBY_12: 1
INFO  :    RECORDS_OUT_OPERATOR_GBY_3: 502
INFO  :    RECORDS_OUT_OPERATOR_GBY_5: 502
INFO  :    RECORDS_OUT_OPERATOR_MAP_0: 0
INFO  :    RECORDS_OUT_OPERATOR_RS_11: 2
INFO  :    RECORDS_OUT_OPERATOR_RS_4: 502
INFO  :    RECORDS_OUT_OPERATOR_SEL_13: 1
INFO  :    RECORDS_OUT_OPERATOR_SEL_2: 502
INFO  :    RECORDS_OUT_OPERATOR_SEL_6: 502
INFO  :    RECORDS_OUT_OPERATOR_SEL_9: 502
INFO  :    RECORDS_OUT_OPERATOR_TS_0: 502
INFO  :    TOTAL_TABLE_ROWS_WRITTEN: 502
INFO  : Shuffle Errors:
INFO  :    BAD_ID: 0
INFO  :    CONNECTION: 0
INFO  :    IO_ERROR: 0
INFO  :    WRONG_LENGTH: 0
INFO  :    WRONG_MAP: 0
INFO  :    WRONG_REDUCE: 0
INFO  : Shuffle Errors_Reducer_2_INPUT_Map_1:
INFO  :    BAD_ID: 0
INFO  :    CONNECTION: 0
INFO  :    IO_ERROR: 0
INFO  :    WRONG_LENGTH: 0
INFO  :    WRONG_MAP: 0
INFO  :    WRONG_REDUCE: 0
INFO  : Shuffle Errors_Reducer_3_INPUT_Reducer_2:
INFO  :    BAD_ID: 0
INFO  :    CONNECTION: 0
INFO  :    IO_ERROR: 0
INFO  :    WRONG_LENGTH: 0
INFO  :    WRONG_MAP: 0
INFO  :    WRONG_REDUCE: 0
INFO  : TaskCounter_Map_1_INPUT_dwd_start_log:
INFO  :    INPUT_RECORDS_PROCESSED: 502
INFO  :    INPUT_SPLIT_LENGTH_BYTES: 61338
INFO  : TaskCounter_Map_1_OUTPUT_Reducer_2:
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 0
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 0
INFO  :    ADDITIONAL_SPILL_COUNT: 0
INFO  :    OUTPUT_BYTES: 105540
INFO  :    OUTPUT_BYTES_PHYSICAL: 40988
INFO  :    OUTPUT_BYTES_WITH_OVERHEAD: 107058
INFO  :    OUTPUT_LARGE_RECORDS: 0
INFO  :    OUTPUT_RECORDS: 502
INFO  :    SHUFFLE_CHUNK_COUNT: 1
INFO  :    SPILLED_RECORDS: 502
INFO  : TaskCounter_Reducer_2_INPUT_Map_1:
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 40988
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 19779
INFO  :    COMBINE_INPUT_RECORDS: 0
INFO  :    FIRST_EVENT_RECEIVED: 102
INFO  :    LAST_EVENT_RECEIVED: 102
INFO  :    MERGED_MAP_OUTPUTS: 2
INFO  :    MERGE_PHASE_TIME: 393
INFO  :    NUM_DISK_TO_DISK_MERGES: 0
INFO  :    NUM_FAILED_SHUFFLE_INPUTS: 0
INFO  :    NUM_MEM_TO_DISK_MERGES: 0
INFO  :    NUM_SHUFFLED_INPUTS: 2
INFO  :    NUM_SKIPPED_INPUTS: 0
INFO  :    REDUCE_INPUT_GROUPS: 502
INFO  :    REDUCE_INPUT_RECORDS: 502
INFO  :    SHUFFLE_BYTES: 40988
INFO  :    SHUFFLE_BYTES_DECOMPRESSED: 107058
INFO  :    SHUFFLE_BYTES_DISK_DIRECT: 21209
INFO  :    SHUFFLE_BYTES_TO_DISK: 0
INFO  :    SHUFFLE_BYTES_TO_MEM: 19779
INFO  :    SHUFFLE_PHASE_TIME: 272
INFO  :    SPILLED_RECORDS: 502
INFO  : TaskCounter_Reducer_2_OUTPUT_Reducer_3:
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 0
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 0
INFO  :    ADDITIONAL_SPILL_COUNT: 0
INFO  :    OUTPUT_BYTES: 14674
INFO  :    OUTPUT_BYTES_PHYSICAL: 5598
INFO  :    OUTPUT_BYTES_WITH_OVERHEAD: 14694
INFO  :    OUTPUT_LARGE_RECORDS: 0
INFO  :    OUTPUT_RECORDS: 2
INFO  :    SHUFFLE_CHUNK_COUNT: 2
INFO  :    SPILLED_RECORDS: 2
INFO  : TaskCounter_Reducer_3_INPUT_Reducer_2:
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 5598
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 2791
INFO  :    COMBINE_INPUT_RECORDS: 0
INFO  :    FIRST_EVENT_RECEIVED: 25
INFO  :    LAST_EVENT_RECEIVED: 5141
INFO  :    MERGED_MAP_OUTPUTS: 2
INFO  :    MERGE_PHASE_TIME: 5220
INFO  :    NUM_DISK_TO_DISK_MERGES: 0
INFO  :    NUM_FAILED_SHUFFLE_INPUTS: 0
INFO  :    NUM_MEM_TO_DISK_MERGES: 0
INFO  :    NUM_SHUFFLED_INPUTS: 2
INFO  :    NUM_SKIPPED_INPUTS: 2
INFO  :    REDUCE_INPUT_GROUPS: 1
INFO  :    REDUCE_INPUT_RECORDS: 2
INFO  :    SHUFFLE_BYTES: 5598
INFO  :    SHUFFLE_BYTES_DECOMPRESSED: 14694
INFO  :    SHUFFLE_BYTES_DISK_DIRECT: 2807
INFO  :    SHUFFLE_BYTES_TO_DISK: 0
INFO  :    SHUFFLE_BYTES_TO_MEM: 2791
INFO  :    SHUFFLE_PHASE_TIME: 5212
INFO  :    SPILLED_RECORDS: 2
INFO  : TaskCounter_Reducer_3_OUTPUT_out_Reducer_3:
INFO  :    OUTPUT_RECORDS: 0
INFO  : org.apache.hadoop.hive.ql.exec.tez.HiveInputCounters:
INFO  :    GROUPED_INPUT_SPLITS_Map_1: 1
INFO  :    INPUT_DIRECTORIES_Map_1: 1
----------------------------------------------------------------------------------------------
        VERTICES      MODE        STATUS  TOTAL  COMPLETED  RUNNING  PENDING  FAILED  KILLED  
----------------------------------------------------------------------------------------------
Map 1 .......... container     SUCCEEDED      1          1        0        0       0       0  
Reducer 2 ...... container     SUCCEEDED      2          2        0        0       0       0  h1.macro.com:8020/warehouse/tablespace/Reducer 3 ...... container     SUCCEEDED      2          2        0        0       0       0  211_5016652950517580007-8/-ext-10000
----------------------------------------------------------------------------------------------
VERTICES: 03/03  [==========================>>] 100%  ELAPSED TIME: 12.62 s    
----------------------------------------------------------------------------------------------
502 rows affected (19.065 seconds)
Beeline version 3.1.3000.7.1.3.0-100 by Apache Hive
Closing: 0: jdbc:hive2://cdh1.macro.com:2181,cdh2.macro.com:2181,cdh3.macro.com:2181/default;password=root;serviceDiscoveryMode=zooKeeper;user=root;zooKeeperNamespace=hiveserver2

查看Hue页面,dws_uv_detail_day表已经生成数据了。

ADS层(需求:用户日活跃)

目标:当日活跃设备数

活跃设备数

建表

drop table if exists ads_uv_count;
create external table ads_uv_count( 
`dt` string COMMENT '统计日期',
`day_count` bigint COMMENT '当日用户数量'
) COMMENT '活跃设备数' 
row format delimited fields terminated by '\t';

ADS层加载数据脚本

#!/bin/bash
# 定义变量方便修改
APP=gmall
# 如果是输入的日期按照取输入日期;如果没输入日期取当前时间的前一天
if [ -n "$1" ] ;then
    do_date=$1
else 
    do_date=`date -d "-1 day" +%F`  
fi 
sql="
  set hive.exec.dynamic.partition.mode=nonstrict;
insert into table "$APP".ads_uv_count 
select  
  '$do_date' dt,
   daycount.ct
from 
(
   select  
      '$do_date' dt,
       count(*) ct
   from "$APP".dws_uv_detail_day
   where dt='$do_date'  
)daycount;
"
hive -e "$sql"

增加脚本执行权限

chmod 777 ads_uv_log.sh

执行脚本

[root@cdh2 25k]# ads_uv_log.sh 2020-11-24
No rows affected (0.07 seconds)
INFO  : Compiling command(queryId=hive_20201125002417_71fcb5d2-816d-4fce-9674-631a8b04cf3b): insert into table gmall.ads_uv_count 
select  
  '2020-11-24' dt,
   daycount.ct
from 
(
   select  
      '2020-11-24' dt,
       count(*) ct
   from gmall.dws_uv_detail_day
   where dt='2020-11-24'  
)daycount
INFO  : Semantic Analysis Completed (retrial = false)
INFO  : Created Hive schema: Schema(fieldSchemas:[FieldSchema(name:dt, type:string, comment:null), FieldSchema(name:daycount.ct, type:bigint, comment:null)], properties:null)
INFO  : Completed compiling command(queryId=hive_20201125002417_71fcb5d2-816d-4fce-9674-631a8b04cf3b); Time taken: 0.178 seconds
INFO  : Executing command(queryId=hive_20201125002417_71fcb5d2-816d-4fce-9674-631a8b04cf3b): insert into table gmall.ads_uv_count 
select  
  '2020-11-24' dt,
   daycount.ct
from 
(
   select  
      '2020-11-24' dt,
       count(*) ct
   from gmall.dws_uv_detail_day
   where dt='2020-11-24'  
)daycount
INFO  : Query ID = hive_20201125002417_71fcb5d2-816d-4fce-9674-631a8b04cf3b
INFO  : Total jobs = 1
INFO  : Launching Job 1 out of 1
INFO  : Starting task [Stage-1:MAPRED] in serial mode
INFO  : Subscribed to counters: [] for queryId: hive_20201125002417_71fcb5d2-816d-4fce-9674-631a8b04cf3b
INFO  : Session is already open
INFO  : Dag name: insert into table gmall.ads_uv_...
)daycount (Stage-1)
INFO  : Tez session was closed. Reopening...
INFO  : Session re-established.
INFO  : Session re-established.
INFO  : Status: Running (Executing on YARN cluster with App id application_1606125802436_0007)
----------------------------------------------------------------------------------------------
        VERTICES      MODE        STATUS  TOTAL  COMPLETED  RUNNING  PENDING  FAILED  KILLED  
----------------------------------------------------------------------------------------------
Map 1 .......... container     SUCCEEDED      1          1        0        0       0       0  
Reducer 2 ...... container     SUCCEEDED      1          1        0        0       0       0  
----------------------------------------------------------------------------------------------
VERTICES: 02/02  [==========================>>] 100%  ELAPSED TIME: 5.82 s     
----------------------------------------------------------------------------------------------
INFO  : Status: DAG finished successfully in 5.32 seconds
INFO  : 
INFO  : Query Execution Summary
INFO  : ----------------------------------------------------------------------------------------------
INFO  : OPERATION                            DURATION
INFO  : ----------------------------------------------------------------------------------------------
INFO  : Compile Query                           0.18s
INFO  : Prepare Plan                            0.09s
INFO  : Get Query Coordinator (AM)              0.01s
INFO  : Submit Plan                             4.27s
INFO  : Start DAG                               1.40s
INFO  : Run DAG                                 5.32s
INFO  : ----------------------------------------------------------------------------------------------
INFO  : 
INFO  : Task Execution Summary
INFO  : ----------------------------------------------------------------------------------------------
INFO  :   VERTICES      DURATION(ms)   CPU_TIME(ms)    GC_TIME(ms)   INPUT_RECORDS   OUTPUT_RECORDS
INFO  : ----------------------------------------------------------------------------------------------
INFO  :      Map 1           3025.00          6,120             85             502                1
INFO  :  Reducer 2            261.00          1,050              8               1                0
INFO  : ----------------------------------------------------------------------------------------------
INFO  : 
INFO  : org.apache.tez.common.counters.DAGCounter:
INFO  :    NUM_SUCCEEDED_TASKS: 2
INFO  :    TOTAL_LAUNCHED_TASKS: 2
INFO  :    RACK_LOCAL_TASKS: 1
INFO  :    AM_CPU_MILLISECONDS: 3350
INFO  :    AM_GC_TIME_MILLIS: 26
INFO  : File System Counters:
INFO  :    FILE_BYTES_READ: 59
INFO  :    FILE_BYTES_WRITTEN: 59
INFO  :    HDFS_BYTES_READ: 52659
INFO  :    HDFS_BYTES_WRITTEN: 258
INFO  :    HDFS_READ_OPS: 19
INFO  :    HDFS_WRITE_OPS: 5
INFO  :    HDFS_OP_CREATE: 3
INFO  :    HDFS_OP_GET_FILE_STATUS: 13
INFO  :    HDFS_OP_OPEN: 6
INFO  :    HDFS_OP_RENAME: 2
INFO  : org.apache.tez.common.counters.TaskCounter:
INFO  :    SPILLED_RECORDS: 0
INFO  :    NUM_SHUFFLED_INPUTS: 1
INFO  :    NUM_FAILED_SHUFFLE_INPUTS: 0
INFO  :    GC_TIME_MILLIS: 93
INFO  :    TASK_DURATION_MILLIS: 3255
INFO  :    CPU_MILLISECONDS: 7170
INFO  :    PHYSICAL_MEMORY_BYTES: 524288000
INFO  :    VIRTUAL_MEMORY_BYTES: 10938982400
INFO  :    COMMITTED_HEAP_BYTES: 524288000
INFO  :    INPUT_RECORDS_PROCESSED: 3
INFO  :    INPUT_SPLIT_LENGTH_BYTES: 49896
INFO  :    OUTPUT_RECORDS: 1
INFO  :    OUTPUT_LARGE_RECORDS: 0
INFO  :    OUTPUT_BYTES: 5
INFO  :    OUTPUT_BYTES_WITH_OVERHEAD: 13
INFO  :    OUTPUT_BYTES_PHYSICAL: 51
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 0
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 0
INFO  :    ADDITIONAL_SPILL_COUNT: 0
INFO  :    SHUFFLE_BYTES: 27
INFO  :    SHUFFLE_BYTES_DECOMPRESSED: 13
INFO  :    SHUFFLE_BYTES_TO_MEM: 0
INFO  :    SHUFFLE_BYTES_TO_DISK: 0
INFO  :    SHUFFLE_BYTES_DISK_DIRECT: 27
INFO  :    SHUFFLE_PHASE_TIME: 50
INFO  :    FIRST_EVENT_RECEIVED: 33
INFO  :    LAST_EVENT_RECEIVED: 33
INFO  :    DATA_BYTES_VIA_EVENT: 0
INFO  : HIVE:
INFO  :    CREATED_FILES: 2
INFO  :    DESERIALIZE_ERRORS: 0
INFO  :    RECORDS_IN_Map_1: 502
INFO  :    RECORDS_OUT_0: 1
INFO  :    RECORDS_OUT_1_gmall.ads_uv_count: 1
INFO  :    RECORDS_OUT_INTERMEDIATE_Map_1: 1
INFO  :    RECORDS_OUT_INTERMEDIATE_Reducer_2: 0
INFO  :    RECORDS_OUT_OPERATOR_FS_14: 1
INFO  :    RECORDS_OUT_OPERATOR_FS_7: 1
INFO  :    RECORDS_OUT_OPERATOR_GBY_12: 1
INFO  :    RECORDS_OUT_OPERATOR_GBY_17: 1
INFO  :    RECORDS_OUT_OPERATOR_GBY_5: 1
INFO  :    RECORDS_OUT_OPERATOR_MAP_0: 0
INFO  :    RECORDS_OUT_OPERATOR_RS_18: 1
INFO  :    RECORDS_OUT_OPERATOR_SEL_13: 1
INFO  :    RECORDS_OUT_OPERATOR_SEL_16: 502
INFO  :    RECORDS_OUT_OPERATOR_SEL_6: 1
INFO  :    RECORDS_OUT_OPERATOR_SEL_9: 1
INFO  :    RECORDS_OUT_OPERATOR_TS_0: 502
INFO  :    TOTAL_TABLE_ROWS_WRITTEN: 1
INFO  : TaskCounter_Map_1_INPUT_dws_uv_detail_day:
INFO  :    INPUT_RECORDS_PROCESSED: 2
INFO  :    INPUT_SPLIT_LENGTH_BYTES: 49896
INFO  : TaskCounter_Map_1_OUTPUT_Reducer_2:
INFO  :    ADDITIONAL_SPILLS_BYTES_READ: 0
INFO  :    ADDITIONAL_SPILLS_BYTES_WRITTEN: 0
INFO  :    ADDITIONAL_SPILL_COUNT: 0
INFO  :    DATA_BYTES_VIA_EVENT: 0
INFO  :    OUTPUT_BYTES: 5
INFO  :    OUTPUT_BYTES_PHYSICAL: 51
INFO  :    OUTPUT_BYTES_WITH_OVERHEAD: 13
INFO  :    OUTPUT_LARGE_RECORDS: 0
INFO  :    OUTPUT_RECORDS: 1
INFO  :    SPILLED_RECORDS: 0
INFO  : TaskCounter_Reducer_2_INPUT_Map_1:
INFO  :    FIRST_EVENT_RECEIVED: 33
INFO  :    INPUT_RECORDS_PROCESSED: 1
INFO  :    LAST_EVENT_RECEIVED: 33
INFO  :    NUM_FAILED_SHUFFLE_INPUTS: 0
INFO  :    NUM_SHUFFLED_INPUTS: 1
INFO  :    SHUFFLE_BYTES: 27
INFO  :    SHUFFLE_BYTES_DECOMPRESSED: 13
INFO  :    SHUFFLE_BYTES_DISK_DIRECT: 27
INFO  :    SHUFFLE_BYTES_TO_DISK: 0
INFO  :    SHUFFLE_BYTES_TO_MEM: 0
INFO  :    SHUFFLE_PHASE_TIME: 50
INFO  : TaskCounter_Reducer_2_OUTPUT_out_Reducer_2:
INFO  :    OUTPUT_RECORDS: 0
INFO  : org.apache.hadoop.hive.ql.exec.tez.HiveInputCounters:
INFO  :    GROUPED_INPUT_SPLITS_Map_1: 1
INFO  :    INPUT_DIRECTORIES_Map_1: 1
INFO  :    INPUT_FILES_Map_1: 2
----------------------------------------------------------------------------------------------
        VERTICES      MODE        STATUS  TOTAL  COMPLETED  RUNNING  PENDING  FAILED  KILLED  
----------------------------------------------------------------------------------------------
Map 1 .......... container     SUCCEEDED      1          1        0        0       0       0  Reducer 2 ...... container     SUCCEEDED      1          1        0        0       0       0  
----------------------------------------------------------------------------------------------
VERTICES: 02/02  [==========================>>] 100%  ELAPSED TIME: 5.83 s     
----------------------------------------------------------------------------------------------
1 row affected (11.783 seconds)
Beeline version 3.1.3000.7.1.3.0-100 by Apache Hive
Closing: 0: jdbc:hive2://cdh1.macro.com:2181,cdh2.macro.com:2181,cdh3.macro.com:2181/default;password=root;serviceDiscoveryMode=zooKeeper;user=root;zooKeeperNamespace=hiveserver2

查看hue,可以看到ads_uv_count表的数据

相关实践学习
基于MSE实现微服务的全链路灰度
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