/** * 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) { exists(Parameter p | p = f.getNode()) 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