Reserved Columns

GraphFrames internally use the following reserved columns:

• id for vertex IDs
• src for edge source IDs
• dst for edge destination IDs
• attr for vertex attributes during the GraphX conversion
• new_id for indexed Long IDs for vertices
• new_src for indexed Long IDs for edge sources
• new_dst for indexed Long IDs for edge destinations
• graphx_attr for vertex attributes during the GraphX conversion
• weight for edge weights
• MSG for messages in AggregateMessages
• _pregel_msg for pregel messages
• _pregel_is_active for pregel vertex active status

Algorithm Specific Columns

• component for result of connected components
• label for result of label propagation
• distances for result of shortest paths
• pagerank for result of pagerank
• count for result of triangle count
• column{1-4} for SVD++ reserved columns
• outDegree for result of out degree
• inDegree for result of in degree
• degree for result of degree