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Path: /opt/alt/python311/lib/python3.11/site-packages/redis/commands/graph/

Viewing File: execution_plan.py

import re


class ProfileStats:
    """
    ProfileStats, runtime execution statistics of operation.
    """

    def __init__(self, records_produced, execution_time):
        self.records_produced = records_produced
        self.execution_time = execution_time


class Operation:
    """
    Operation, single operation within execution plan.
    """

    def __init__(self, name, args=None, profile_stats=None):
        """
        Create a new operation.

        Args:
            name: string that represents the name of the operation
            args: operation arguments
            profile_stats: profile statistics
        """
        self.name = name
        self.args = args
        self.profile_stats = profile_stats
        self.children = []

    def append_child(self, child):
        if not isinstance(child, Operation) or self is child:
            raise Exception("child must be Operation")

        self.children.append(child)
        return self

    def child_count(self):
        return len(self.children)

    def __eq__(self, o: object) -> bool:
        if not isinstance(o, Operation):
            return False

        return self.name == o.name and self.args == o.args

    def __str__(self) -> str:
        args_str = "" if self.args is None else " | " + self.args
        return f"{self.name}{args_str}"


class ExecutionPlan:
    """
    ExecutionPlan, collection of operations.
    """

    def __init__(self, plan):
        """
        Create a new execution plan.

        Args:
            plan: array of strings that represents the collection operations
                  the output from GRAPH.EXPLAIN
        """
        if not isinstance(plan, list):
            raise Exception("plan must be an array")

        self.plan = plan
        self.structured_plan = self._operation_tree()

    def _compare_operations(self, root_a, root_b):
        """
        Compare execution plan operation tree

        Return: True if operation trees are equal, False otherwise
        """

        # compare current root
        if root_a != root_b:
            return False

        # make sure root have the same number of children
        if root_a.child_count() != root_b.child_count():
            return False

        # recursively compare children
        for i in range(root_a.child_count()):
            if not self._compare_operations(root_a.children[i], root_b.children[i]):
                return False

        return True

    def __str__(self) -> str:
        def aggraget_str(str_children):
            return "\n".join(
                [
                    "    " + line
                    for str_child in str_children
                    for line in str_child.splitlines()
                ]
            )

        def combine_str(x, y):
            return f"{x}\n{y}"

        return self._operation_traverse(
            self.structured_plan, str, aggraget_str, combine_str
        )

    def __eq__(self, o: object) -> bool:
        """Compares two execution plans

        Return: True if the two plans are equal False otherwise
        """
        # make sure 'o' is an execution-plan
        if not isinstance(o, ExecutionPlan):
            return False

        # get root for both plans
        root_a = self.structured_plan
        root_b = o.structured_plan

        # compare execution trees
        return self._compare_operations(root_a, root_b)

    def _operation_traverse(self, op, op_f, aggregate_f, combine_f):
        """
        Traverse operation tree recursively applying functions

        Args:
            op: operation to traverse
            op_f: function applied for each operation
            aggregate_f: aggregation function applied for all children of a single operation
            combine_f: combine function applied for the operation result and the children result
        """  # noqa
        # apply op_f for each operation
        op_res = op_f(op)
        if len(op.children) == 0:
            return op_res  # no children return
        else:
            # apply _operation_traverse recursively
            children = [
                self._operation_traverse(child, op_f, aggregate_f, combine_f)
                for child in op.children
            ]
            # combine the operation result with the children aggregated result
            return combine_f(op_res, aggregate_f(children))

    def _operation_tree(self):
        """Build the operation tree from the string representation"""

        # initial state
        i = 0
        level = 0
        stack = []
        current = None

        def _create_operation(args):
            profile_stats = None
            name = args[0].strip()
            args.pop(0)
            if len(args) > 0 and "Records produced" in args[-1]:
                records_produced = int(
                    re.search("Records produced: (\\d+)", args[-1]).group(1)
                )
                execution_time = float(
                    re.search("Execution time: (\\d+.\\d+) ms", args[-1]).group(1)
                )
                profile_stats = ProfileStats(records_produced, execution_time)
                args.pop(-1)
            return Operation(
                name, None if len(args) == 0 else args[0].strip(), profile_stats
            )

        # iterate plan operations
        while i < len(self.plan):
            current_op = self.plan[i]
            op_level = current_op.count("    ")
            if op_level == level:
                # if the operation level equal to the current level
                # set the current operation and move next
                child = _create_operation(current_op.split("|"))
                if current:
                    current = stack.pop()
                    current.append_child(child)
                current = child
                i += 1
            elif op_level == level + 1:
                # if the operation is child of the current operation
                # add it as child and set as current operation
                child = _create_operation(current_op.split("|"))
                current.append_child(child)
                stack.append(current)
                current = child
                level += 1
                i += 1
            elif op_level < level:
                # if the operation is not child of current operation
                # go back to it's parent operation
                levels_back = level - op_level + 1
                for _ in range(levels_back):
                    current = stack.pop()
                level -= levels_back
            else:
                raise Exception("corrupted plan")
        return stack[0]
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