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improve performance of regular-expression type-tracking by adding an exploratory initial analysis
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@@ -1,3 +1,17 @@
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/**
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* Provides predicates that track strings and regular expressions to where they are used.
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* This is implemented using TypeTracking in two phases:
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*
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* 1: An exploratory analysis that just imprecisely tracks all string and regular expressions
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* to all places where regular expressions (as string or as regular expression objects) can be used.
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* The exploratory phase then ends with a backwards analysis from the uses that were reached.
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* This is similar to the exploratory phase of the JavaScript global DataFlow library.
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*
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* 2: A precise type tracking analysis that tracks
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* strings and regular expressions to the places where they are used.
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* This phase keeps track of which strings and regular expressions ends up in which places.
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*/
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private import codeql.ruby.Regexp as RE
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private import codeql.ruby.AST as Ast
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private import codeql.ruby.CFG
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@@ -11,41 +25,114 @@ private import codeql.ruby.dataflow.internal.DataFlowPrivate as DataFlowPrivate
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private import codeql.ruby.TaintTracking
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private import codeql.ruby.frameworks.core.String
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/**
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* Gets a node that has been tracked from the string constant `start` to some node.
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* This is used to figure out where `start` is evaluated as a regular expression against an input string,
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* or where `start` is compiled into a regular expression.
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*/
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private DataFlow::LocalSourceNode strToReg(DataFlow::Node start, TypeTracker t) {
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t.start() and
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start = result and
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/** Gets a constant string value that may be used as a regular expression. */
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DataFlow::LocalSourceNode strStart() {
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result.asExpr() =
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any(ExprCfgNode e |
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e.getConstantValue().isString(_) and
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not e instanceof ExprNodes::VariableReadAccessCfgNode and
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not e instanceof ExprNodes::ConstantReadAccessCfgNode
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)
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}
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/** Gets a dataflow node for a regular expression literal. */
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DataFlow::LocalSourceNode regStart() { result.asExpr().getExpr() instanceof Ast::RegExpLiteral }
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/**
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* Holds if the analysis should track flow from `nodeFrom` to `nodeTo` on top of the ordinary type-tracking steps.
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* `nodeFrom` and `nodeTo` has type `fromType` and `toType` respectively.
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* The types are either "string" or "regexp".
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*/
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predicate step(
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DataFlow::Node nodeFrom, DataFlow::LocalSourceNode nodeTo, string fromType, string toType
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) {
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fromType = toType and
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fromType = "string" and
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(
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// include taint flow through `String` summaries
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TaintTracking::localTaintStep(nodeFrom, nodeTo) and
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nodeFrom.(DataFlowPrivate::SummaryNode).getSummarizedCallable() instanceof
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String::SummarizedCallable
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or
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// string concatenations, and
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exists(CfgNodes::ExprNodes::OperationCfgNode op |
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op = nodeTo.asExpr() and
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op.getAnOperand() = nodeFrom.asExpr() and
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op.getExpr().(Ast::BinaryOperation).getOperator() = "+"
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)
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or
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// string interpolations
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nodeFrom.asExpr() =
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nodeTo.asExpr().(CfgNodes::ExprNodes::StringlikeLiteralCfgNode).getAComponent()
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)
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or
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exists(TypeTracker t2 | result = strToReg(start, t2).track(t2, t))
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fromType = "string" and
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toType = "reg" and
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exists(DataFlow::CallNode call |
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call = API::getTopLevelMember("Regexp").getAMethodCall(["compile", "new"]) and
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nodeFrom = call.getArgument(0) and
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nodeTo = call
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)
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}
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/** Gets a node where string values that flow to the node are interpreted as regular expressions. */
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DataFlow::Node stringSink() {
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result instanceof RE::RegExpInterpretation::Range and
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not exists(DataFlow::CallNode mce | mce.getMethodName() = ["match", "match?"] |
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// receiver of https://ruby-doc.org/core-2.4.0/String.html#method-i-match
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result = mce.getReceiver() and
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mce.getArgument(0) = trackRegexpType()
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or
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// first argument of https://ruby-doc.org/core-2.4.0/Regexp.html#method-i-match
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result = mce.getArgument(0) and
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mce.getReceiver() = trackRegexpType()
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)
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}
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/** Gets a node where regular expressions that flow to the node are used. */
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DataFlow::Node regSink() { result = any(RegexExecution exec).getRegex() }
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/** Gets a node that is reachable by type-tracking from any string or regular expression. */
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DataFlow::LocalSourceNode forward(TypeTracker t) {
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t.start() and
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result = [strStart(), regStart()]
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or
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exists(TypeTracker t2, DataFlow::Node nodeFrom | t2 = t.continue() |
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strToReg(start, t2).flowsTo(nodeFrom) and
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(
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// include taint flow through `String` summaries
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TaintTracking::localTaintStep(nodeFrom, result) and
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nodeFrom.(DataFlowPrivate::SummaryNode).getSummarizedCallable() instanceof
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String::SummarizedCallable
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or
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// string concatenations, and
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exists(CfgNodes::ExprNodes::OperationCfgNode op |
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op = result.asExpr() and
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op.getAnOperand() = nodeFrom.asExpr() and
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op.getExpr().(Ast::BinaryOperation).getOperator() = "+"
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)
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or
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// string interpolations
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nodeFrom.asExpr() =
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result.asExpr().(CfgNodes::ExprNodes::StringlikeLiteralCfgNode).getAComponent()
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exists(TypeTracker t2 | result = forward(t2).track(t2, t))
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or
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exists(TypeTracker t2 | t2 = t.continue() | step(forward(t2).getALocalUse(), result, _, _))
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}
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/**
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* Gets a node that is backwards reachable from any regular expression use,
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* where that use is reachable by type-tracking from any string or regular expression.
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*/
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DataFlow::LocalSourceNode backwards(TypeBackTracker t) {
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t.start() and
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result.flowsTo([stringSink(), regSink()]) and
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result = forward(TypeTracker::end())
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or
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exists(TypeBackTracker t2 | result = backwards(t2).backtrack(t2, t))
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or
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exists(TypeBackTracker t2 | t2 = t.continue() | step(result.getALocalUse(), backwards(t2), _, _))
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}
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/**
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* Gets a node that has been tracked from the string constant `start` to some node.
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* This is used to figure out where `start` is evaluated as a regular expression against an input string,
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* or where `start` is compiled into a regular expression.
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*/
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private DataFlow::LocalSourceNode trackStrings(DataFlow::Node start, TypeTracker t) {
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result = backwards(_) and
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(
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t.start() and
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start = result and
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result = strStart()
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or
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exists(TypeTracker t2 | result = trackStrings(start, t2).track(t2, t))
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or
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// an additional step from string to string
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exists(TypeTracker t2 | t2 = t.continue() |
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step(trackStrings(start, t2).getALocalUse(), result, "string", "string")
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)
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)
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}
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@@ -54,19 +141,18 @@ private DataFlow::LocalSourceNode strToReg(DataFlow::Node start, TypeTracker t)
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* Gets a node that has been tracked from the regular expression `start` to some node.
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* This is used to figure out where `start` is executed against an input string.
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*/
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private DataFlow::LocalSourceNode regToReg(DataFlow::Node start, TypeTracker t) {
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t.start() and
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start = result and
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result.asExpr().getExpr() instanceof Ast::RegExpLiteral
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or
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exists(TypeTracker t2 | result = regToReg(start, t2).track(t2, t))
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or
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exists(TypeTracker t2 |
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t2 = t.continue() and
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exists(DataFlow::CallNode call |
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call = API::getTopLevelMember("Regexp").getAMethodCall(["compile", "new"]) and
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strToReg(start, t2).flowsTo(call.getArgument(0)) and
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result = call
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private DataFlow::LocalSourceNode trackRegs(DataFlow::Node start, TypeTracker t) {
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result = backwards(_) and
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(
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t.start() and
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start = result and
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result = regStart()
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or
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exists(TypeTracker t2 | result = trackRegs(start, t2).track(t2, t))
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or
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// an additional step where a string is converted to a regular expression
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exists(TypeTracker t2 | t2 = t.continue() |
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step(trackStrings(start, t2).getALocalUse(), result, "string", "reg")
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)
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)
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}
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@@ -75,7 +161,7 @@ private DataFlow::LocalSourceNode regToReg(DataFlow::Node start, TypeTracker t)
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private DataFlow::LocalSourceNode trackRegexpType(TypeTracker t) {
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t.start() and
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(
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result.asExpr().getExpr() instanceof Ast::RegExpLiteral or
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result = regStart() or
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result = API::getTopLevelMember("Regexp").getAMethodCall(["compile", "new"])
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)
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or
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@@ -85,25 +171,14 @@ private DataFlow::LocalSourceNode trackRegexpType(TypeTracker t) {
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/** Gests a node that references a regular expression. */
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DataFlow::Node trackRegexpType() { trackRegexpType(TypeTracker::end()).flowsTo(result) }
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/** Gets a the value for the regular expression that is evaluated at `re`. */
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/** Gets a node holding a value for the regular expression that is evaluated at `re`. */
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cached
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DataFlow::Node regExpSource(DataFlow::Node re) {
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exists(DataFlow::LocalSourceNode end | end = strToReg(result, TypeTracker::end()) |
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end.flowsTo(re) and
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re instanceof RE::RegExpInterpretation::Range and
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not exists(DataFlow::CallNode mce | mce.getMethodName() = ["match", "match?"] |
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// receiver of https://ruby-doc.org/core-2.4.0/String.html#method-i-match
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re = mce.getReceiver() and
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mce.getArgument(0) = trackRegexpType()
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or
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// first argument of https://ruby-doc.org/core-2.4.0/Regexp.html#method-i-match
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re = mce.getArgument(0) and
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mce.getReceiver() = trackRegexpType()
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)
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exists(DataFlow::LocalSourceNode end | end = trackStrings(result, TypeTracker::end()) |
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end.getALocalUse() = re and re = stringSink()
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)
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or
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exists(DataFlow::LocalSourceNode end | end = regToReg(result, TypeTracker::end()) |
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end.flowsTo(re) and
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re = any(RegexExecution exec).getRegex()
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exists(DataFlow::LocalSourceNode end | end = trackRegs(result, TypeTracker::end()) |
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end.getALocalUse() = re and re = regSink()
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)
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}
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