[distGB]fix the problem when graph has few nodes or edges in distributed partition #8560
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Store annotations:
tools/distpartitioning/data_shuffle.py#L287
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Store annotations:
python/dgl/distributed/partition.py#L1270
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Store annotations:
tools/distpartitioning/utils.py#L3
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