mirror of
https://github.com/MISP/misp-galaxy.git
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211 lines
6.6 KiB
Python
211 lines
6.6 KiB
Python
import re
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class ProfileStats:
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"""
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ProfileStats, runtime execution statistics of operation.
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"""
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def __init__(self, records_produced, execution_time):
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self.records_produced = records_produced
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self.execution_time = execution_time
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class Operation:
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"""
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Operation, single operation within execution plan.
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"""
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def __init__(self, name, args=None, profile_stats=None):
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"""
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Create a new operation.
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Args:
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name: string that represents the name of the operation
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args: operation arguments
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profile_stats: profile statistics
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"""
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self.name = name
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self.args = args
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self.profile_stats = profile_stats
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self.children = []
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def append_child(self, child):
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if not isinstance(child, Operation) or self is child:
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raise Exception("child must be Operation")
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self.children.append(child)
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return self
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def child_count(self):
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return len(self.children)
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def __eq__(self, o: object) -> bool:
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if not isinstance(o, Operation):
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return False
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return self.name == o.name and self.args == o.args
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def __str__(self) -> str:
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args_str = "" if self.args is None else " | " + self.args
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return f"{self.name}{args_str}"
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class ExecutionPlan:
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"""
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ExecutionPlan, collection of operations.
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"""
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def __init__(self, plan):
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"""
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Create a new execution plan.
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Args:
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plan: array of strings that represents the collection operations
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the output from GRAPH.EXPLAIN
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"""
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if not isinstance(plan, list):
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raise Exception("plan must be an array")
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if isinstance(plan[0], bytes):
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plan = [b.decode() for b in plan]
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self.plan = plan
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self.structured_plan = self._operation_tree()
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def _compare_operations(self, root_a, root_b):
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"""
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Compare execution plan operation tree
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Return: True if operation trees are equal, False otherwise
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"""
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# compare current root
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if root_a != root_b:
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return False
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# make sure root have the same number of children
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if root_a.child_count() != root_b.child_count():
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return False
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# recursively compare children
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for i in range(root_a.child_count()):
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if not self._compare_operations(root_a.children[i], root_b.children[i]):
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return False
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return True
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def __str__(self) -> str:
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def aggraget_str(str_children):
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return "\n".join(
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[
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" " + line
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for str_child in str_children
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for line in str_child.splitlines()
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]
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)
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def combine_str(x, y):
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return f"{x}\n{y}"
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return self._operation_traverse(
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self.structured_plan, str, aggraget_str, combine_str
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)
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def __eq__(self, o: object) -> bool:
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"""Compares two execution plans
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Return: True if the two plans are equal False otherwise
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"""
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# make sure 'o' is an execution-plan
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if not isinstance(o, ExecutionPlan):
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return False
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# get root for both plans
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root_a = self.structured_plan
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root_b = o.structured_plan
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# compare execution trees
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return self._compare_operations(root_a, root_b)
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def _operation_traverse(self, op, op_f, aggregate_f, combine_f):
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"""
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Traverse operation tree recursively applying functions
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Args:
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op: operation to traverse
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op_f: function applied for each operation
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aggregate_f: aggregation function applied for all children of a single operation
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combine_f: combine function applied for the operation result and the children result
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""" # noqa
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# apply op_f for each operation
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op_res = op_f(op)
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if len(op.children) == 0:
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return op_res # no children return
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else:
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# apply _operation_traverse recursively
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children = [
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self._operation_traverse(child, op_f, aggregate_f, combine_f)
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for child in op.children
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]
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# combine the operation result with the children aggregated result
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return combine_f(op_res, aggregate_f(children))
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def _operation_tree(self):
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"""Build the operation tree from the string representation"""
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# initial state
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i = 0
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level = 0
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stack = []
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current = None
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def _create_operation(args):
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profile_stats = None
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name = args[0].strip()
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args.pop(0)
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if len(args) > 0 and "Records produced" in args[-1]:
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records_produced = int(
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re.search("Records produced: (\\d+)", args[-1]).group(1)
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)
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execution_time = float(
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re.search("Execution time: (\\d+.\\d+) ms", args[-1]).group(1)
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)
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profile_stats = ProfileStats(records_produced, execution_time)
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args.pop(-1)
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return Operation(
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name, None if len(args) == 0 else args[0].strip(), profile_stats
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)
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# iterate plan operations
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while i < len(self.plan):
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current_op = self.plan[i]
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op_level = current_op.count(" ")
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if op_level == level:
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# if the operation level equal to the current level
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# set the current operation and move next
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child = _create_operation(current_op.split("|"))
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if current:
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current = stack.pop()
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current.append_child(child)
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current = child
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i += 1
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elif op_level == level + 1:
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# if the operation is child of the current operation
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# add it as child and set as current operation
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child = _create_operation(current_op.split("|"))
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current.append_child(child)
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stack.append(current)
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current = child
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level += 1
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i += 1
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elif op_level < level:
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# if the operation is not child of current operation
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# go back to it's parent operation
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levels_back = level - op_level + 1
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for _ in range(levels_back):
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current = stack.pop()
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level -= levels_back
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else:
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raise Exception("corrupted plan")
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return stack[0]
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