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Previously Impala disallowed LOAD DATA and INSERT on S3. This patch functionally enables LOAD DATA and INSERT on S3 without making major changes for the sake of improving performance over S3. This patch also enables both INSERT and LOAD DATA between file systems. S3 does not support the rename operation, so the staged files in S3 are copied instead of renamed, which contributes to the slow performance on S3. The FinalizeSuccessfulInsert() function now does not make any underlying assumptions of the filesystem it is on and works across all supported filesystems. This is done by adding a full URI field to the base directory for a partition in the TInsertPartitionStatus. Also, the HdfsOp class now does not assume a single filesystem and gets connections to the filesystems based on the URI of the file it is operating on. Added a python S3 client called 'boto3' to access S3 from the python tests. A new class called S3Client is introduced which creates wrappers around the boto3 functions and have the same function signatures as PyWebHdfsClient by deriving from a base abstract class BaseFileSystem so that they can be interchangeably through a 'generic_client'. test_load.py is refactored to use this generic client. The ImpalaTestSuite setup creates a client according to the TARGET_FILESYSTEM environment variable and assigns it to the 'generic_client'. P.S: Currently, the test_load.py runs 4x slower on S3 than on HDFS. Performance needs to be improved in future patches. INSERT performance is slower than on HDFS too. This is mainly because of an extra copy that happens between staging and the final location of a file. However, larger INSERTs come closer to HDFS permformance than smaller inserts. ACLs are not taken care of for S3 in this patch. It is something that still needs to be discussed before implementing. Change-Id: I94e15ad67752dce21c9b7c1dced6e114905a942d Reviewed-on: http://gerrit.cloudera.org:8080/2574 Reviewed-by: Sailesh Mukil <sailesh@cloudera.com> Tested-by: Internal Jenkins
191 lines
7.5 KiB
Plaintext
191 lines
7.5 KiB
Plaintext
====
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---- QUERY
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# First create a partitioned table
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create table t1 like functional.alltypes location '$FILESYSTEM_PREFIX/test-warehouse/t1';
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insert into t1 partition(year, month) select * from functional.alltypes;
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compute incremental stats t1;
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show table stats t1;
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---- LABELS
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YEAR, MONTH, #ROWS, #FILES, SIZE, BYTES CACHED, CACHE REPLICATION, FORMAT, INCREMENTAL STATS, LOCATION
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---- RESULTS
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'2009','1',310,1,'24.56KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','2',280,1,'22.27KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','3',310,1,'24.67KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','4',300,1,'24.06KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','5',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','6',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','7',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','8',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','9',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','10',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','11',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2009','12',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','1',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','2',280,1,'22.54KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','3',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','4',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','5',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','6',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','7',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','8',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','9',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','10',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','11',300,1,'24.16KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'2010','12',310,1,'24.97KB','NOT CACHED','NOT CACHED','TEXT','true',regex:.*
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'Total','',7300,24,'586.84KB','0B','','','',''
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, STRING, STRING, STRING, STRING, STRING, STRING
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====
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---- QUERY
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show column stats t1;
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---- LABELS
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COLUMN, TYPE, #DISTINCT VALUES, #NULLS, MAX SIZE, AVG SIZE
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---- RESULTS
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'id','INT',7505,-1,4,4
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'bool_col','BOOLEAN',2,-1,1,1
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'tinyint_col','TINYINT',10,-1,1,1
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'smallint_col','SMALLINT',10,-1,2,2
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'int_col','INT',10,-1,4,4
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'bigint_col','BIGINT',10,-1,8,8
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'float_col','FLOAT',10,-1,4,4
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'double_col','DOUBLE',10,-1,8,8
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'date_string_col','STRING',736,-1,8,8
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'string_col','STRING',10,-1,1,1
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'timestamp_col','TIMESTAMP',7554,-1,16,16
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'year','INT',2,0,4,4
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'month','INT',12,0,4,4
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, INT, DOUBLE
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====
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---- QUERY
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# Show that the truncation removed all files, table stats, and incremental stats,
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# but preserved the partitions.
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truncate table t1;
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show table stats t1;
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---- LABELS
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YEAR, MONTH, #ROWS, #FILES, SIZE, BYTES CACHED, CACHE REPLICATION, FORMAT, INCREMENTAL STATS, LOCATION
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---- RESULTS
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'2009','1',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','2',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','3',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','4',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','5',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','6',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','7',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','8',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','9',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','10',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','11',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2009','12',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','1',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','2',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','3',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','4',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','5',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','6',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','7',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','8',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','9',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','10',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','11',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'2010','12',-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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'Total','',-1,0,'0B','0B','','','',''
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, STRING, STRING, STRING, STRING, STRING, STRING
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====
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---- QUERY
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# Show that the truncation removed the column stats.
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show column stats t1;
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---- LABELS
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COLUMN, TYPE, #DISTINCT VALUES, #NULLS, MAX SIZE, AVG SIZE
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---- RESULTS
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'id','INT',-1,-1,4,4
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'bool_col','BOOLEAN',-1,-1,1,1
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'tinyint_col','TINYINT',-1,-1,1,1
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'smallint_col','SMALLINT',-1,-1,2,2
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'int_col','INT',-1,-1,4,4
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'bigint_col','BIGINT',-1,-1,8,8
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'float_col','FLOAT',-1,-1,4,4
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'double_col','DOUBLE',-1,-1,8,8
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'date_string_col','STRING',-1,-1,-1,-1
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'string_col','STRING',-1,-1,-1,-1
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'timestamp_col','TIMESTAMP',-1,-1,16,16
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'year','INT',2,0,4,4
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'month','INT',12,0,4,4
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, INT, DOUBLE
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====
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---- QUERY
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# Create an unpartitioned table.
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create table t2 like functional.tinytable location '$FILESYSTEM_PREFIX/test-warehouse/t2';
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insert into t2 select * from functional.tinytable;
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compute incremental stats t2;
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show table stats t2;
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---- LABELS
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#ROWS, #FILES, SIZE, BYTES CACHED, CACHE REPLICATION, FORMAT, INCREMENTAL STATS, LOCATION
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---- RESULTS
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3,1,'38B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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---- TYPES
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BIGINT, BIGINT, STRING, STRING, STRING, STRING, STRING, STRING
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====
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---- QUERY
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show column stats t2;
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---- LABELS
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COLUMN, TYPE, #DISTINCT VALUES, #NULLS, MAX SIZE, AVG SIZE
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---- RESULTS
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'a','STRING',3,-1,8,6.666666507720947
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'b','STRING',3,-1,7,4
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, INT, DOUBLE
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====
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---- QUERY
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# Show that the truncation removed all files, table stats, and incremental stats.
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truncate table t2;
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show table stats t2;
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---- LABELS
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#ROWS, #FILES, SIZE, BYTES CACHED, CACHE REPLICATION, FORMAT, INCREMENTAL STATS, LOCATION
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---- RESULTS
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-1,0,'0B','NOT CACHED','NOT CACHED','TEXT','false',regex:.*
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---- TYPES
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BIGINT, BIGINT, STRING, STRING, STRING, STRING, STRING, STRING
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====
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---- QUERY
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# Show that the truncation removed the column stats.
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show column stats t2;
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---- LABELS
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COLUMN, TYPE, #DISTINCT VALUES, #NULLS, MAX SIZE, AVG SIZE
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---- RESULTS
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'a','STRING',-1,-1,-1,-1
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'b','STRING',-1,-1,-1,-1
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---- TYPES
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STRING, STRING, BIGINT, BIGINT, INT, DOUBLE
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====
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---- QUERY
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# TRUNCATE IF EXISTS does not fail on non existent table
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truncate table if exists non_existent;
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---- RESULTS
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====
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---- QUERY
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# Create an unpartitioned table.
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create table t3 like functional.tinytable location '$FILESYSTEM_PREFIX/test-warehouse/t3';
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insert into t3 select * from functional.tinytable;
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select count(*) from t3;
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---- RESULTS
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3
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---- TYPES
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BIGINT
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====
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---- QUERY
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# TRUNCATE IF EXISTS base scenario
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truncate table if exists t3;
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---- RESULTS
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====
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---- QUERY
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# Verify that truncate was successful
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select count(*) from t3;
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---- RESULTS
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0
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---- TYPES
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BIGINT
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====
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