I have some web server logs that I'd like to query with Hive. The directory structure, in HDFS, looks like this:
/data/access/web1/2014/09
/data/access/web1/2014/09/access-20140901.log
[... etc ...]
/data/access/web1/2014/10
/data/access/web1/2014/10/access-20141001.log
[... etc ...]
/data/access/web2/2014/09
/data/access/web2/2014/09/access-20140901.log
[... etc ...]
/data/access/web2/2014/10
/data/access/web2/2014/10/access-20141001.log
[... etc ...]
I'm able to create an external table:
CREATE EXTERNAL TABLE access(
host STRING,
identity STRING,
user STRING,
time STRING,
request STRING,
status STRING,
size STRING,
referer STRING,
agent STRING)
ROW FORMAT SERDE 'org.apache.hadoop.hive.contrib.serde2.RegexSerDe'
WITH SERDEPROPERTIES (
"input.regex" = "([^ ]*) ([^ ]*) ([^ ]*) (-|\[[^\]]*\]) ([^ "]*|"[^"]*") (-|[0-9]*) (-|[0-9]*)(?: ([^ "]*|"[^"]*") ([^ "]*|"[^"]*"))?",
"output.format.string" = "%1$s %2$s %3$s %4$s %5$s %6$s %7$s %8$s %9$s")
LOCATION '/data/access/'
... though Hive doesn't descend into the subfolders unless I run the following commands before running the Hive query:
set hive.input.dir.recursive=true;
set hive.mapred.supports.subdirectories=true;
set hive.supports.subdirectories=true;
set mapred.input.dir.recursive=true;
I've seen other posts set these properties at the table-level (e.g. Issue creating Hive External table using tblproperties):
TBLPROPERTIES ("hive.input.dir.recursive" = "TRUE",
"hive.mapred.supports.subdirectories" = "TRUE",
"hive.supports.subdirectories" = "TRUE",
"mapred.input.dir.recursive" = "TRUE");
Unfortunately, this didn't work for me: the table doesn't return any records when I query it. I understand it's possible to set these properties in hive-site.xml, but I'd rather not make any changes that might impact other users if I don't need to.
Q) is there a way to create a table that descends into the subdirectories without using partitions, making site-wide changes, or running those 4 commands every time?
See Question&Answers more detail:
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