#!/usr/bin/env python # Copyright (c) 2012 Cloudera, Inc. All rights reserved. # Validates limit on scan nodes # import logging import pytest from copy import copy from tests.common.impala_test_suite import ImpalaTestSuite from tests.common.test_vector import * from tests.common.test_dimensions import create_exec_option_dimension from tests.common.test_dimensions import create_uncompressed_text_dimension # Tests very deep expression trees and expressions with many children. Impala defines # a 'safe' upper bound on the expr depth and the number of expr children in the # FE Expr.java and any changes to those limits should be reflected in this test. # The expr limits primarily guard against stack overflows or similar problems # causing crashes. Therefore, this tests succeeds if no Impalads crash. class TestExprLimits(ImpalaTestSuite): # Keep these in sync with Expr.java EXPR_CHILDREN_LIMIT = 10000; EXPR_DEPTH_LIMIT = 1500; @classmethod def get_workload(self): return 'functional-query' @classmethod def add_test_dimensions(cls): super(TestExprLimits, cls).add_test_dimensions() if cls.exploration_strategy() != 'exhaustive': # Ensure the test runs with codegen enabled and disabled, even when the # exploration strategy is not exhaustive. cls.TestMatrix.clear_dimension('exec_option') cls.TestMatrix.add_dimension(create_exec_option_dimension( cluster_sizes=[0], disable_codegen_options=[False, True], batch_sizes=[0])) # There is no reason to run these tests using all dimensions. cls.TestMatrix.add_dimension(create_uncompressed_text_dimension(cls.get_workload())) def test_expr_child_limit(self, vector): # IN predicate in_query = "select 1 IN(" for i in xrange(0, self.EXPR_CHILDREN_LIMIT - 1): in_query += str(i) if (i + 1 != self.EXPR_CHILDREN_LIMIT - 1): in_query += "," in_query += ")" self.__exec_query(in_query) # CASE expr case_query = "select case " for i in xrange(0, self.EXPR_CHILDREN_LIMIT/2): case_query += " when true then 1" case_query += " end" self.__exec_query(case_query) def test_expr_depth_limit(self, vector): # Compound predicates and_query = "select " + self.__gen_deep_infix_expr("true", " and false") self.__exec_query(and_query) or_query = "select " + self.__gen_deep_infix_expr("true", " or false") self.__exec_query(or_query) # Arithmetic expr arith_query = "select " + self.__gen_deep_infix_expr("1", " + 1") self.__exec_query(arith_query) func_query = "select " + self.__gen_deep_func_expr("lower(", "'abc'", ")") self.__exec_query(func_query) # Casts. cast_query = "select " + self.__gen_deep_func_expr("cast(", "1", " as int)") self.__exec_query(cast_query) def __gen_deep_infix_expr(self, prefix, repeat_suffix): expr = prefix for i in xrange(self.EXPR_DEPTH_LIMIT - 1): expr += repeat_suffix return expr def __gen_deep_func_expr(self, open_func, base_arg, close_func): expr = "" for i in xrange(self.EXPR_DEPTH_LIMIT - 1): expr += open_func expr += base_arg for i in xrange(self.EXPR_DEPTH_LIMIT - 1): expr += close_func return expr def __exec_query(self, sql_str): try: impala_ret = self.execute_query(sql_str) assert impala_ret.success, "Failed to execute query %s" % (sql_str) except: # consider any exception a failure assert False, "Failed to execute query %s" % (sql_str)