Hi,

> 1) What ports should be opened on driver machine or yarn machine?(There
> issues were happned on our production env)


Ignite by default using the following ports:11211 -  REST,  47100..47200 -
TCP communication, 47500...47600 - Discovery,  49112 -  JMX. You can change
the values (see TcpCommunicationSpi#setLocalPort and
TcpDiscoverySpi#setLocalPort).

About other issue, could you clarify your test environment and which
configuration spark you using and which get correct/incorrect results?
Standalone or embedded? YARN ignite cluster or local cluster?

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