<s>
Apache	B-General_Concept
Drill	I-General_Concept
is	O
an	O
open-source	B-Application
software	I-Application
framework	O
that	O
supports	O
data-intensive	B-Operating_System
distributed	B-Architecture
applications	I-Architecture
for	O
interactive	O
analysis	O
of	O
large-scale	O
datasets	O
.	O
</s>
<s>
Built	O
chiefly	O
by	O
contributions	O
from	O
developers	O
from	O
MapR	B-General_Concept
,	O
Drill	O
is	O
inspired	O
by	O
Google	O
's	O
Dremel	B-Application
system	O
,	O
also	O
productized	O
as	O
BigQuery	B-Application
.	O
</s>
<s>
Tom	O
Shiran	O
is	O
the	O
founder	O
of	O
the	O
Apache	B-General_Concept
Drill	I-General_Concept
Project	O
.	O
</s>
<s>
Drill	O
supports	O
a	O
variety	O
of	O
NoSQL	B-General_Concept
databases	O
and	O
file	O
systems	O
,	O
including	O
Alluxio	B-Application
,	O
HBase	B-Language
,	O
MongoDB	B-Application
,	O
MapR-DB	O
,	O
HDFS	O
,	O
MapR-FS	B-Application
,	O
Amazon	B-General_Concept
S3	I-General_Concept
,	O
Azure	O
Blob	O
Storage	O
,	O
Google	B-General_Concept
Cloud	I-General_Concept
Storage	I-General_Concept
,	O
Swift	O
,	O
NAS	B-Application
and	O
local	O
files	O
.	O
</s>
<s>
For	O
example	O
,	O
you	O
can	O
join	O
a	O
user	O
profile	O
collection	O
in	O
MongoDB	B-Application
with	O
a	O
directory	O
of	O
event	O
logs	O
in	O
Hadoop	B-Application
.	O
</s>
<s>
In	O
addition	O
,	O
Drill	O
supports	O
data	B-General_Concept
locality	I-General_Concept
,	O
if	O
Drill	O
and	O
the	O
datastore	O
are	O
on	O
the	O
same	O
nodes	O
.	O
</s>
<s>
Apache	B-General_Concept
Drill	I-General_Concept
1.9	O
added	O
dynamic	O
user	B-Language
defined	I-Language
functions	I-Language
.	O
</s>
<s>
Apache	B-General_Concept
Drill	I-General_Concept
1.11	O
added	O
cryptographic-related	O
functions	O
and	O
PCAP	O
file	O
format	O
support	O
.	O
</s>
<s>
Drill	O
is	O
primarily	O
focused	O
on	O
non-relational	O
datastores	O
,	O
including	O
Apache	B-Application
Hadoop	I-Application
text	O
files	O
,	O
NoSQL	B-General_Concept
,	O
and	O
cloud	O
storage	O
.	O
</s>
<s>
A	O
notable	O
feature	O
also	O
includes	O
in	O
situ	O
querying	O
of	O
local	O
JSON	B-General_Concept
and	O
Apache	B-General_Concept
Parquet	I-General_Concept
files	O
.	O
</s>
<s>
Drill	O
's	O
"	O
schema-free	O
"	O
JSON	B-General_Concept
data	O
model	O
enables	O
it	O
to	O
query	O
non-relational	O
datastores	O
in-situ	O
.	O
</s>
<s>
Drill	O
itself	O
can	O
be	O
queried	O
via	O
JDBC	B-Language
,	O
ODBC	B-Application
,	O
or	O
REST	O
through	O
a	O
variety	O
of	O
methods	O
and	O
languages	O
including	O
Python	O
and	O
Java	B-Language
.	O
</s>
<s>
The	O
dashboard	O
library	O
,	O
Apache	B-Application
Superset	I-Application
,	O
is	O
particularly	O
well	O
suited	O
for	O
visualization	O
of	O
data	O
queried	O
with	O
Drill	O
.	O
</s>
