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eva-src's Introduction

System Workflow

  • server - System launches and emits client commands to command handler.
  • parser - System parses SQL and converts it to statement.
  • It mainly generates CREATE, SELECT, INSERT, and LOAD, etc statements.
  • For SELECT statement, some tokens are direclty mapped to expressions(expression). E.g., UDF is mapped to function expression.
  • optimizer / statement_to_opr_convertor.py - System converts a statement to an operator represented in tree structure(optimizer / operators.py).
  • For statements other than SELECT, it is mostly one - to - one mapping from statement to operator.
  • For SELECT statement, it is expanded to different operators PROJECT and FILTER, etc.
  • optimizer / plan_generator.py - System runs query optimization first.
  • All operators in the tree are converted to group expression for optimization(optimizer / group_expression.py).
  • Apply rewrite based on rules(optimizer / rules).
  • optimizer / plan_generator.py - System builds physical plans(planner) based on the optimal logical plan.
  • executor - System executes the physical plans.

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