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codeql/python/ql/src/analysis/Efficiency.ql
2022-01-20 10:41:35 +01:00

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/**
* Compute the efficiency of the points-to relation. That is the ratio of
* "interesting" facts to total facts.
*/
import python
import semmle.python.pointsto.PointsTo
import semmle.python.pointsto.PointsToContext
predicate trivial(ControlFlowNode f) {
f.getNode() instanceof Parameter
or
f instanceof NameConstantNode
or
f.getNode() instanceof ImmutableLiteral
}
from int interesting_facts, int interesting_facts_in_source, int total_size, float efficiency
where
interesting_facts =
strictcount(ControlFlowNode f, Object value, ClassObject cls |
f.refersTo(value, cls, _) and not trivial(f)
) and
interesting_facts_in_source =
strictcount(ControlFlowNode f, Object value, ClassObject cls |
f.refersTo(value, cls, _) and
not trivial(f) and
exists(f.getScope().getEnclosingModule().getFile().getRelativePath())
) and
total_size =
strictcount(ControlFlowNode f, PointsToContext ctx, Object value, ClassObject cls,
ControlFlowNode orig | PointsTo::points_to(f, ctx, value, cls, orig)) and
efficiency = 100.0 * interesting_facts_in_source / total_size
select interesting_facts, interesting_facts_in_source, total_size, efficiency