Hi, Alena, there are several different requests, let's try to separate them.

A1. Wrong Hive query results: 
Is this use case easily reproducible? Now it appears, it is not. Please try
to track it down, as possible: 
- Run Ignite nodes with -v option and see console logs of the nodes: are
there any errors there? If there are any errors, query result in most the
cases is not predictable.
- use IGFS w/o Ignite Map-Reduce, Ignite Map-Reduce w/o IGFS. 
- try to run the query in 1 node instead of several nodes.
- See https://issues.apache.org/jira/browse/IGNITE-4720 , set 
-Dignite.job.shared.classloader=false.

A2. Run on Ignite is twice-slow than on TEZ.
Need more info on Ignite configuration .

A3. OOME
What are the JVM options Ignite nodes are running with? Simplest solution is
to give Ignite more memory. 

A4. NPE
Please provide full logs of all Ignite nodes.

Further questions:
1. In code you can create bean objects  (like new FileSystemConfiguration()
) , then take the values  via getters. But may be it's simpler to see the
source code.
2. Not quite understand , what do you mean "cluster is HA"? Config setting
"fs.default.name" in global config will prevent HDFS to start, yes, but in
non-global configs you can use igfs:// value.
3. No, currently Ignite does not provide such functionality.
4. Ignite implements generic map-reduce task execution , it will work  with
any input format, whatever configured.
5. This question does not have simple answer: what is done with these data?
Is it searched for something only (like wordcount), or sorted (like in
terasort) ? Also it should be noted that some data are stored onheap, while
some are stored offheap. These 2 types of used memory  are limited and
observed differently.
6. I suppose, 1 Ignite node per host is okay, if the node can utilize all
the host resources (memory & cpu).
7. Yes. Ignite does not give MR task execution correctness guarantees if a
node is stopped or crashed.



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