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Add fancy indexing support (#444)

* remove useless code

* add opcodes for fancy indexing

* try to support fancy indexing when all fancy indexes are numpy ndarray

* fix test_indexing ut

* support fancy indexing when all of them are numpy ndarrays

* support fancy indexing which needs broadcast

* support expression part for fancy indexing

* fix ut

* support fancy indexing for local execution

* fix ut

* merge master

* refine

* finish refactoring of fancy index

* remove unused code

* fix newaxis

* fix ut

* fix ut for py27

* support fancy indexing for local cluster and distributed runtime

* refine docs

* remove fuzzy in docs

* remove redundant function call

* refine

* remove useless code

6352 of 7606 branches covered (83.51%)

Branch coverage included in aggregate %.

22662 of 24488 relevant lines covered (92.54%)

0.93 hits per line