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georgia-tech-db / eva / a89ccb4a-7f6e-4be4-b286-750d999fbf3a

18 Aug 2023 06:26AM UTC coverage: 94.331% (-0.9%) from 95.277%
a89ccb4a-7f6e-4be4-b286-750d999fbf3a

Pull #935

circle-ci

xzdandy
LINTER
Pull Request #935: Ludwig-based model train and tune support.

95 of 95 new or added lines in 10 files covered. (100.0%)

10250 of 10866 relevant lines covered (94.33%)

0.94 hits per line

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94.02
/evadb/executor/plan_executor.py
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# coding=utf-8
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# Copyright 2018-2023 EvaDB
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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#     http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import Iterator, Union
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from evadb.database import EvaDBDatabase
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from evadb.executor.abstract_executor import AbstractExecutor
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from evadb.executor.apply_and_merge_executor import ApplyAndMergeExecutor
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from evadb.executor.create_database_executor import CreateDatabaseExecutor
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from evadb.executor.create_executor import CreateExecutor
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from evadb.executor.create_index_executor import CreateIndexExecutor
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from evadb.executor.create_udf_executor import CreateUDFExecutor
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from evadb.executor.delete_executor import DeleteExecutor
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from evadb.executor.drop_object_executor import DropObjectExecutor
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from evadb.executor.exchange_executor import ExchangeExecutor
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from evadb.executor.executor_utils import ExecutorError
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from evadb.executor.explain_executor import ExplainExecutor
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from evadb.executor.function_scan_executor import FunctionScanExecutor
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from evadb.executor.groupby_executor import GroupByExecutor
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from evadb.executor.hash_join_executor import HashJoinExecutor
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from evadb.executor.insert_executor import InsertExecutor
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from evadb.executor.join_build_executor import BuildJoinExecutor
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from evadb.executor.lateral_join_executor import LateralJoinExecutor
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from evadb.executor.limit_executor import LimitExecutor
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from evadb.executor.load_executor import LoadDataExecutor
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from evadb.executor.nested_loop_join_executor import NestedLoopJoinExecutor
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from evadb.executor.orderby_executor import OrderByExecutor
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from evadb.executor.pp_executor import PPExecutor
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from evadb.executor.predicate_executor import PredicateExecutor
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from evadb.executor.project_executor import ProjectExecutor
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from evadb.executor.rename_executor import RenameExecutor
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from evadb.executor.sample_executor import SampleExecutor
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from evadb.executor.seq_scan_executor import SequentialScanExecutor
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from evadb.executor.show_info_executor import ShowInfoExecutor
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from evadb.executor.storage_executor import StorageExecutor
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from evadb.executor.union_executor import UnionExecutor
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from evadb.executor.vector_index_scan_executor import VectorIndexScanExecutor
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from evadb.models.storage.batch import Batch
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from evadb.parser.create_statement import CreateDatabaseStatement
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from evadb.parser.statement import AbstractStatement
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from evadb.plan_nodes.abstract_plan import AbstractPlan
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from evadb.plan_nodes.types import PlanOprType
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from evadb.utils.logging_manager import logger
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class PlanExecutor:
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    """
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    This is an interface between plan tree and execution tree.
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    We traverse the plan tree and build execution tree from it
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    Arguments:
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        plan (AbstractPlan): Physical plan tree which needs to be executed
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        evadb (EvaDBDatabase): database to execute the query on
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    """
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    def __init__(self, evadb: EvaDBDatabase, plan: AbstractPlan):
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        self._db = evadb
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        self._plan = plan
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    def _build_execution_tree(
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        self, plan: Union[AbstractPlan, AbstractStatement]
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    ) -> AbstractExecutor:
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        """build the execution tree from plan tree
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        Arguments:
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            plan {AbstractPlan} -- Input Plan tree
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        Returns:
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            AbstractExecutor -- Compiled Execution tree
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        """
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        root = None
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        if plan is None:
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            return root
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        # First handle cases when the plan is actually a parser statement
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        if isinstance(plan, CreateDatabaseStatement):
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            return CreateDatabaseExecutor(db=self._db, node=plan)
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        # Get plan node type
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        plan_opr_type = plan.opr_type
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        if plan_opr_type == PlanOprType.SEQUENTIAL_SCAN:
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            executor_node = SequentialScanExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.UNION:
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            executor_node = UnionExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.STORAGE_PLAN:
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            executor_node = StorageExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.PP_FILTER:
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            executor_node = PPExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.CREATE:
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            executor_node = CreateExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.RENAME:
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            executor_node = RenameExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.DROP_OBJECT:
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            executor_node = DropObjectExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.INSERT:
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            executor_node = InsertExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.CREATE_UDF:
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            executor_node = CreateUDFExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.LOAD_DATA:
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            executor_node = LoadDataExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.GROUP_BY:
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            executor_node = GroupByExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.ORDER_BY:
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            executor_node = OrderByExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.LIMIT:
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            executor_node = LimitExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.SAMPLE:
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            executor_node = SampleExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.NESTED_LOOP_JOIN:
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            executor_node = NestedLoopJoinExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.LATERAL_JOIN:
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            logger.warn(
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                "LateralJoin Executor should not be part of the execution plan."
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                "Please raise an issue with the current query. Thanks!"
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            )
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            executor_node = LateralJoinExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.HASH_JOIN:
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            executor_node = HashJoinExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.HASH_BUILD:
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            executor_node = BuildJoinExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.FUNCTION_SCAN:
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            executor_node = FunctionScanExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.EXCHANGE:
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            executor_node = ExchangeExecutor(db=self._db, node=plan)
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            inner_executor = self._build_execution_tree(plan.inner_plan)
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            executor_node.build_inner_executor(inner_executor)
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        elif plan_opr_type == PlanOprType.PROJECT:
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            executor_node = ProjectExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.PREDICATE_FILTER:
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            executor_node = PredicateExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.SHOW_INFO:
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            executor_node = ShowInfoExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.EXPLAIN:
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            executor_node = ExplainExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.CREATE_INDEX:
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            executor_node = CreateIndexExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.APPLY_AND_MERGE:
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            executor_node = ApplyAndMergeExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.VECTOR_INDEX_SCAN:
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            executor_node = VectorIndexScanExecutor(db=self._db, node=plan)
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        elif plan_opr_type == PlanOprType.DELETE:
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            executor_node = DeleteExecutor(db=self._db, node=plan)
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        # EXPLAIN does not need to build execution tree for its children
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        if plan_opr_type != PlanOprType.EXPLAIN:
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            # Build Executor Tree for children
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            for children in plan.children:
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                executor_node.append_child(self._build_execution_tree(children))
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        return executor_node
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    def execute_plan(
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        self,
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        do_not_raise_exceptions: bool = False,
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        do_not_print_exceptions: bool = False,
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    ) -> Iterator[Batch]:
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        """execute the plan tree"""
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        try:
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            execution_tree = self._build_execution_tree(self._plan)
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            output = execution_tree.exec()
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            if output is not None:
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                yield from output
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        except Exception as e:
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            if do_not_raise_exceptions is False:
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                if do_not_print_exceptions is False:
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                    logger.exception(str(e))
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                raise ExecutorError(e)
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