qw2qw2 commented on issue #10779:
URL: https://github.com/apache/hudi/issues/10779#issuecomment-2287736666
> Can you share the content of your parquet file?
`spark.parquet("file_name").show()` or other tools.
scala> val in =
spark.read.parquet("/user/xxx/table1/TRANS_YEAR=2019/TRANS_MONTH=7")
scala> in.printSchema
root
|-- _hoodie_commit_time: string (nullable = true)
|-- _hoodie_commit_seqno: string (nullable = true)
|-- _hoodie_record_key: string (nullable = true)
|-- _hoodie_partition_path: string (nullable = true)
|-- _hoodie_file_name: string (nullable = true)
|-- ID: integer (nullable = true)
|-- MERCHANT_ID: integer (nullable = true)
|-- MERCHANT_NAME: string (nullable = true)
|-- PRODUCT_ID: integer (nullable = true)
|-- PRODUCT_NAME: string (nullable = true)
|-- TRANS_ID: string (nullable = true)
|-- PS_TRANS_ID: string (nullable = true)
|-- SW_ORDER_ID: string (nullable = true)
|-- CHL_ORDER_ID: string (nullable = true)
|-- ACCOUNT_ID: integer (nullable = true)
|-- USER_NAME: string (nullable = true)
|-- IP: string (nullable = true)
|-- PAYGATE: integer (nullable = true)
|-- PAYGATE_NAME: string (nullable = true)
|-- IP_LOCATION: string (nullable = true)
|-- TRANS_STATUS: integer (nullable = true)
|-- AMT: string (nullable = true)
|-- POUNDAGE: string (nullable = true)
|-- TRANS_TYPE: integer (nullable = true)
|-- WALLET_ERROR_CODE: string (nullable = true)
|-- WALLET_ERROR_DESC: string (nullable = true)
|-- SPGW_ERROR_CODE: string (nullable = true)
|-- SPGW_ERROR_DESC: string (nullable = true)
|-- CHL_ERROR_CODE: string (nullable = true)
|-- CHL_ERROR_DESC: string (nullable = true)
|-- CHL_ERROR_TYPE: string (nullable = true)
|-- TRANS_STEPS: integer (nullable = true)
|-- TRANS_CREATED_TIME: timestamp (nullable = true)
|-- TRANS_FINISH_TIME: timestamp (nullable = true)
|-- WALLET_REQ_TIME: timestamp (nullable = true)
|-- SPGW_REQ_TIME: timestamp (nullable = true)
|-- CHL_RES_TIME: timestamp (nullable = true)
|-- SPGW_RES_TIME: timestamp (nullable = true)
|-- CHL_CALLBACK_TIME: timestamp (nullable = true)
|-- SPGW_CALLBACK_TIME: timestamp (nullable = true)
|-- TRANS_COST_TIME: integer (nullable = true)
|-- TRANS_AVG_COST_TIME: integer (nullable = true)
|-- ERROR_CODE: string (nullable = true)
|-- TIME_DIMENSION_ID: integer (nullable = true)
|-- ACCOUNT_AMT: string (nullable = true)
|-- ACCOUNT_WITHDRAW_AMT: string (nullable = true)
|-- ONWAY_AMT: string (nullable = true)
|-- TOTAL_SUBSIDY_AMT: string (nullable = true)
|-- REAL_NAME: string (nullable = true)
|-- CREDENTIALS_NUMBER: string (nullable = true)
|-- BIND_MOBILE: string (nullable = true)
|-- BIND_EMAIL: string (nullable = true)
|-- ACCOUNT_STATUS: integer (nullable = true)
|-- LAST_IP: string (nullable = true)
|-- LAST_LOGIN_TIME: timestamp (nullable = true)
|-- ACCOUNT_CREATED_ON: timestamp (nullable = true)
|-- ACCOUNT_UPDATED_ON: timestamp (nullable = true)
|-- LAST_TRANS_TIME: timestamp (nullable = true)
|-- FREEZE_TIME: timestamp (nullable = true)
|-- VERITY_LEVEL: integer (nullable = true)
|-- PRODUCT_ACC_OPENED: integer (nullable = true)
|-- PAY_CHANNEL: string (nullable = true)
|-- CHANNEL_NAME: string (nullable = true)
|-- TERMINAL_TYPE: integer (nullable = true)
|-- TERMINAL_NAME: string (nullable = true)
|-- MAIN_KEY: string (nullable = true)
|-- MAIN_KEY_NAME: string (nullable = true)
|-- ACNT_NAME: string (nullable = true)
|-- FLOW_TYPE: integer (nullable = true)
|-- FLOW_TYPE_NAME: string (nullable = true)
|-- SERVICE: string (nullable = true)
|-- DATE_VALUE: string (nullable = true)
|-- YEAR: string (nullable = true)
|-- MONTH: string (nullable = true)
|-- DAY: string (nullable = true)
|-- HOUR: integer (nullable = true)
|-- QUARTER: integer (nullable = true)
|-- MONTH_WITH_IN_QUARTER: integer (nullable = true)
|-- SEASON: string (nullable = true)
|-- WEEK: integer (nullable = true)
|-- DAY_OF_WEEK: string (nullable = true)
|-- WORKDAY: string (nullable = true)
|-- HOLIDAY_ID: integer (nullable = true)
|-- HOLIDAY_NAME: string (nullable = true)
|-- AM_PM: string (nullable = true)
|-- TRANS_YEAR: string (nullable = true)
|-- TRANS_MONTH: string (nullable = true)
and hive show table is bellow:
CREATE EXTERNAL TABLE `table1`(
`_hoodie_commit_time` string COMMENT '',
`_hoodie_commit_seqno` string COMMENT '',
`_hoodie_record_key` string COMMENT '',
`_hoodie_partition_path` string COMMENT '',
`_hoodie_file_name` string COMMENT '',
`id` int COMMENT '',
`merchant_id` int COMMENT '',
`merchant_name` string COMMENT '',
`product_id` int COMMENT '',
`product_name` string COMMENT '',
`trans_id` string COMMENT '',
`ps_trans_id` string COMMENT '',
`sw_order_id` string COMMENT '',
`chl_order_id` string COMMENT '',
`account_id` int COMMENT '',
`user_name` string COMMENT '',
`ip` string COMMENT '',
`paygate` int COMMENT '',
`paygate_name` string COMMENT '',
`ip_location` string COMMENT '',
`trans_status` int COMMENT '',
`amt` string COMMENT '',
`poundage` string COMMENT '',
`trans_type` int COMMENT '',
`wallet_error_code` string COMMENT '',
`wallet_error_desc` string COMMENT '',
`spgw_error_code` string COMMENT '',
`spgw_error_desc` string COMMENT '',
`chl_error_code` string COMMENT '',
`chl_error_desc` string COMMENT '',
`chl_error_type` string COMMENT '',
`trans_steps` int COMMENT '',
`trans_created_time` timestamp COMMENT '',
`trans_finish_time` timestamp COMMENT '',
`wallet_req_time` timestamp COMMENT '',
`spgw_req_time` timestamp COMMENT '',
`chl_res_time` timestamp COMMENT '',
`spgw_res_time` timestamp COMMENT '',
`chl_callback_time` timestamp COMMENT '',
`spgw_callback_time` timestamp COMMENT '',
`trans_cost_time` int COMMENT '',
`trans_avg_cost_time` int COMMENT '',
`error_code` string COMMENT '',
`time_dimension_id` int COMMENT '',
`account_amt` string COMMENT '',
`account_withdraw_amt` string COMMENT '',
`onway_amt` string COMMENT '',
`total_subsidy_amt` string COMMENT '',
`real_name` string COMMENT '',
`credentials_number` string COMMENT '',
`bind_mobile` string COMMENT '',
`bind_email` string COMMENT '',
`account_status` int COMMENT '',
`last_ip` string COMMENT '',
`last_login_time` timestamp COMMENT '',
`account_created_on` timestamp COMMENT '',
`account_updated_on` timestamp COMMENT '',
`last_trans_time` timestamp COMMENT '',
`freeze_time` timestamp COMMENT '',
`verity_level` int COMMENT '',
`product_acc_opened` int COMMENT '',
`pay_channel` string COMMENT '',
`channel_name` string COMMENT '',
`terminal_type` int COMMENT '',
`terminal_name` string COMMENT '',
`main_key` string COMMENT '',
`main_key_name` string COMMENT '',
`acnt_name` string COMMENT '',
`flow_type` int COMMENT '',
`flow_type_name` string COMMENT '',
`service` string COMMENT '',
`date_value` string COMMENT '',
`year` string COMMENT '',
`month` string COMMENT '',
`day` string COMMENT '',
`hour` int COMMENT '',
`quarter` int COMMENT '',
`month_with_in_quarter` int COMMENT '',
`season` string COMMENT '',
`week` int COMMENT '',
`day_of_week` string COMMENT '',
`workday` string COMMENT '',
`holiday_id` int COMMENT '',
`holiday_name` string COMMENT '',
`am_pm` string COMMENT '')
PARTITIONED BY (
`trans_year` string COMMENT '',
`trans_month` string COMMENT '')
ROW FORMAT SERDE
'org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe'
WITH SERDEPROPERTIES (
'hoodie.query.as.ro.table'='false',
'path'='hdfs://router/user/xxx/table1')
STORED AS INPUTFORMAT
'org.apache.hudi.hadoop.HoodieParquetInputFormat'
OUTPUTFORMAT
'org.apache.hadoop.hive.ql.io.parquet.MapredParquetOutputFormat'
LOCATION
'hdfs://router/user/xxx/table1'
+----------------------------------------------------+
createtab_stmt
+----------------------------------------------------+
TBLPROPERTIES (
'last_commit_completion_time_sync'='20240813132534749',
'last_commit_time_sync'='20240813131932747',
'spark.sql.sources.provider'='hudi',
'spark.sql.sources.schema.numPartCols'='2',
'spark.sql.sources.schema.numParts'='2',
'spark.sql.sources.schema.part.0'='{"type":"struct","fields":[{"name":"_hoodie_commit_time","type":"string","nullable":true,"metadata":{}},{"name":"_hoodie_commit_seqno","type":"string","nullable":true,"metadata":{}},{"name":"_hoodie_record_key","type":"string","nullable":true,"metadata":{}},{"name":"_hoodie_partition_path","type":"string","nullable":true,"metadata":{}},{"name":"_hoodie_file_name","type":"string","nullable":true,"metadata":{}},{"name":"ID","type":"integer","nullable":true,"metadata":{}},{"name":"MERCHANT_ID","type":"integer","nullable":true,"metadata":{}},{"name":"MERCHANT_NAME","type":"string","nullable":true,"metadata":{}},{"name":"PRODUCT_ID","type":"integer","nullable":true,"metadata":{}},{"name":"PRODUCT_NAME","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_ID","type":"string","nullable":true,"metadata":{}},{"name":"PS_TRANS_ID","type":"string","nullable":true,"metadata":{}},{"name":"SW_ORDER_ID","type":"string","nullable":true,"metadata":{}}
,{"name":"CHL_ORDER_ID","type":"string","nullable":true,"metadata":{}},{"name":"ACCOUNT_ID","type":"integer","nullable":true,"metadata":{}},{"name":"USER_NAME","type":"string","nullable":true,"metadata":{}},{"name":"IP","type":"string","nullable":true,"metadata":{}},{"name":"PAYGATE","type":"integer","nullable":true,"metadata":{}},{"name":"PAYGATE_NAME","type":"string","nullable":true,"metadata":{}},{"name":"IP_LOCATION","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_STATUS","type":"integer","nullable":true,"metadata":{}},{"name":"AMT","type":"string","nullable":true,"metadata":{}},{"name":"POUNDAGE","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_TYPE","type":"integer","nullable":true,"metadata":{}},{"name":"WALLET_ERROR_CODE","type":"string","nullable":true,"metadata":{}},{"name":"WALLET_ERROR_DESC","type":"string","nullable":true,"metadata":{}},{"name":"SPGW_ERROR_CODE","type":"string","nullable":true,"metadata":{}},{"name":"SPGW_ERROR_DESC","type":"s
tring","nullable":true,"metadata":{}},{"name":"CHL_ERROR_CODE","type":"string","nullable":true,"metadata":{}},{"name":"CHL_ERROR_DESC","type":"string","nullable":true,"metadata":{}},{"name":"CHL_ERROR_TYPE","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_STEPS","type":"integer","nullable":true,"metadata":{}},{"name":"TRANS_CREATED_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"TRANS_FINISH_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"WALLET_REQ_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"SPGW_REQ_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"CHL_RES_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"SPGW_RES_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"CHL_CALLBACK_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"SPGW_CALLBACK_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"TRANS_COST_TIME","type":"integer","nullable":true,"me
tadata":{}},{"name":"TRANS_AVG_COST_TIME","type":"integer","nullable":true,"metadata":{}},{"name":"ERROR_CODE","type":"string","nullable":true,"metadata":{}},{"name":"TIME_DIMENSION_ID","type":"integer","nullable":true,"metadata":{}},{"name":"ACCOUNT_AMT","type":"string","nullable":true,"metadata":{}},{"name":"ACCOUNT_WITHDRAW_AMT","type":"string","nullable":true,"metadata":{}},{"name":"ONWAY_AMT","type":"string","nullable":true,"metadata":{}},{"name":"TOTAL_SUBSIDY_AMT","type":"string","nullable":true,"metadata":{}},{"name":"REAL_NAME","type":"string","nullable":true,"metadata":{}},{"name":"CREDENTIALS_NUMBER","type":"string","nullable":true,"metadata":{}},{"name":"BIND_MOBILE","type":"string","nullable":true,"metadata":{}},{"name":"BIND_EMAIL","type":"string","nullable":true,"metadata":{}},{"name":"ACCOUNT_STATUS","type":"integer","nullable":true,"metadata":{}},{"name":"LAST_IP","type":"string","nullable":true,"metadata":{}},{"name":"LAST_LOGIN_TIME","type":"timestamp","nullable":
true,"metadata":{}},{"name":"ACCOUNT_CREATED_ON","ty',
'spark.sql.sources.schema.part.1'='pe":"timestamp","nullable":true,"metadata":{}},{"name":"ACCOUNT_UPDATED_ON","type":"timestamp","nullable":true,"metadata":{}},{"name":"LAST_TRANS_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"FREEZE_TIME","type":"timestamp","nullable":true,"metadata":{}},{"name":"VERITY_LEVEL","type":"integer","nullable":true,"metadata":{}},{"name":"PRODUCT_ACC_OPENED","type":"integer","nullable":true,"metadata":{}},{"name":"PAY_CHANNEL","type":"string","nullable":true,"metadata":{}},{"name":"CHANNEL_NAME","type":"string","nullable":true,"metadata":{}},{"name":"TERMINAL_TYPE","type":"integer","nullable":true,"metadata":{}},{"name":"TERMINAL_NAME","type":"string","nullable":true,"metadata":{}},{"name":"MAIN_KEY","type":"string","nullable":true,"metadata":{}},{"name":"MAIN_KEY_NAME","type":"string","nullable":true,"metadata":{}},{"name":"ACNT_NAME","type":"string","nullable":true,"metadata":{}},{"name":"FLOW_TYPE","type":"integer","nullable":t
rue,"metadata":{}},{"name":"FLOW_TYPE_NAME","type":"string","nullable":true,"metadata":{}},{"name":"SERVICE","type":"string","nullable":true,"metadata":{}},{"name":"DATE_VALUE","type":"string","nullable":true,"metadata":{}},{"name":"YEAR","type":"string","nullable":true,"metadata":{}},{"name":"MONTH","type":"string","nullable":true,"metadata":{}},{"name":"DAY","type":"string","nullable":true,"metadata":{}},{"name":"HOUR","type":"integer","nullable":true,"metadata":{}},{"name":"QUARTER","type":"integer","nullable":true,"metadata":{}},{"name":"MONTH_WITH_IN_QUARTER","type":"integer","nullable":true,"metadata":{}},{"name":"SEASON","type":"string","nullable":true,"metadata":{}},{"name":"WEEK","type":"integer","nullable":true,"metadata":{}},{"name":"DAY_OF_WEEK","type":"string","nullable":true,"metadata":{}},{"name":"WORKDAY","type":"string","nullable":true,"metadata":{}},{"name":"HOLIDAY_ID","type":"integer","nullable":true,"metadata":{}},{"name":"HOLIDAY_NAME","type":"string","nullable
":true,"metadata":{}},{"name":"AM_PM","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_YEAR","type":"string","nullable":true,"metadata":{}},{"name":"TRANS_MONTH","type":"string","nullable":true,"metadata":{}}]}',
'spark.sql.sources.schema.partCol.0'='TRANS_YEAR',
'spark.sql.sources.schema.partCol.1'='TRANS_MONTH',
'transient_lastDdlTime'='1723458706')
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