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codeql/python/ql/src/analysis/CallGraphMarginalEfficiency.ql

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/** Compute the marginal increase call-graph facts, the total size of the call-graph relation and
* the ratio of the two in relation to the depth of context.
*/
import python
import semmle.python.pointsto.PointsTo
import semmle.python.pointsto.PointsToContext
from int total_facts, int total_size, int depth, float efficiency
where
total_facts = strictcount(ControlFlowNode call, CallableValue func |
exists(PointsToContext ctx |
call = func.getACall(ctx) and
depth = ctx.getDepth()
and not
exists(PointsToContext shallower |
call = func.getACall(shallower) and
shallower.getDepth() < depth
)
)
)
and
total_size = strictcount(ControlFlowNode call, CallableValue func, PointsToContext ctx |
call = func.getACall(ctx) and
depth = ctx.getDepth()
)
and
efficiency = 100.0 * total_facts / total_size
select depth, total_facts, total_size, efficiency