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[x2cpg] Program Summary Mutable Merging
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As pointed out in #4240, combining this nested immutable map-like structure has a quadratic performance, and the more performant strategy would be to use nested data-structures to merge.

For now, I've decided not to opt for a builder pattern, but rather keep the underlying structure mutable, and accessor methods return immutable structures.
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DavidBakerEffendi committed May 30, 2024
1 parent ff9c08f commit ad3543d
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Showing 14 changed files with 151 additions and 99 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -42,13 +42,15 @@ class CSharpSrc2Cpg extends X2CpgFrontend[Config] {
case Failure(exception) => logger.warn(s"Unable to pre-parse C# file, skipping - ", exception); None
case Success(summary) => Option(summary)
}
.foldLeft(CSharpProgramSummary(imports = CSharpProgramSummary.initialImports))(_ ++ _)
.foldLeft(CSharpProgramSummary(imports = CSharpProgramSummary.initialImports))(_ ++= _)

val builtinSummary = CSharpProgramSummary(
CSharpProgramSummary.BuiltinTypes.view.filterKeys(internalProgramSummary.imports(_)).toMap
mutable.Map
.fromSpecific(CSharpProgramSummary.BuiltinTypes.view.filterKeys(internalProgramSummary.imports(_)))
.result()
)

val internalAndBuiltinSummary = internalProgramSummary ++ builtinSummary
val internalAndBuiltinSummary = internalProgramSummary ++= builtinSummary

val hash = HashUtil.sha256(astCreators.map(_.parserResult).map(x => Paths.get(x.fullPath)))
new MetaDataPass(cpg, Languages.CSHARPSRC, config.inputPath, Option(hash)).createAndApply()
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@@ -1,14 +1,22 @@
package io.joern.csharpsrc2cpg.astcreation

import io.joern.csharpsrc2cpg.Constants
import io.joern.csharpsrc2cpg.datastructures.{CSharpField, CSharpMethod, CSharpProgramSummary, CSharpType}
import io.joern.csharpsrc2cpg.datastructures.{
CSharpField,
CSharpMethod,
CSharpProgramSummary,
CSharpType,
NamespaceToTypeMap
}

import io.joern.csharpsrc2cpg.parser.ParserKeys
import io.joern.x2cpg.{Ast, ValidationMode}
import io.shiftleft.codepropertygraph.generated.nodes.*
import io.shiftleft.codepropertygraph.generated.{Cpg, DiffGraphBuilder, EdgeTypes}
import io.shiftleft.semanticcpg.language.*
import overflowdb.{BatchedUpdate, Config}

import scala.collection.mutable
import scala.util.Using

/** Allows the AST creator to run at a signature-only level and query the resulting CPG to build up a look-ahead cache.
Expand Down Expand Up @@ -63,11 +71,13 @@ trait AstSummaryVisitor(implicit withSchemaValidation: ValidationMode) { this: A
CSharpField(f.name, f.typeFullName)
}

val mapping = cpg.namespaceBlock.map { namespace =>
namespace.fullName -> namespace.typeDecl.map { typ =>
CSharpType(typ.fullName, typ.method.map(toMethod).l, typ.member.map(toField).l)
}.toSet
}.toMap
val mapping = mutable.Map
.from(cpg.namespaceBlock.map { namespace =>
namespace.fullName -> mutable.Set.from(namespace.typeDecl.map { typ =>
CSharpType(typ.fullName, typ.method.map(toMethod).l, typ.member.map(toField).l)
})
})
.asInstanceOf[NamespaceToTypeMap]
CSharpProgramSummary(mapping, imports)
}

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Expand Up @@ -12,10 +12,11 @@ import scala.collection.mutable.ListBuffer
import scala.io.Source
import scala.util.{Failure, Success, Try}
import java.net.JarURLConnection
import scala.collection.mutable
import scala.util.Using
import scala.jdk.CollectionConverters.*

type NamespaceToTypeMap = Map[String, Set[CSharpType]]
type NamespaceToTypeMap = mutable.Map[String, mutable.Set[CSharpType]]

/** A mapping of type stubs of known types within the scope of the analysis.
*
Expand All @@ -25,13 +26,13 @@ type NamespaceToTypeMap = Map[String, Set[CSharpType]]
* [[CSharpProgramSummary.jsonToInitialMapping]] for generating initial mappings.
*/
case class CSharpProgramSummary(val namespaceToType: NamespaceToTypeMap, val imports: Set[String])
extends ProgramSummary[CSharpType] {
extends ProgramSummary[CSharpType, CSharpMethod, CSharpField] {

def findGlobalTypes: Set[CSharpType] = namespaceToType.getOrElse(Constants.Global, Set.empty)
def findGlobalTypes: Set[CSharpType] = namespaceToType.getOrElse(Constants.Global, Set.empty).toSet

@targetName("add")
def ++(other: CSharpProgramSummary): CSharpProgramSummary = {
new CSharpProgramSummary(ProgramSummary.combine(namespaceToType, other.namespaceToType), imports ++ other.imports)
@targetName("appendAll")
def ++=(other: CSharpProgramSummary): CSharpProgramSummary = {
new CSharpProgramSummary(ProgramSummary.merge(namespaceToType, other.namespaceToType), imports ++ other.imports)
}

}
Expand All @@ -42,21 +43,26 @@ object CSharpProgramSummary {
// the types and their methods are exposed through autoboxing of primitives
def initialImports: Set[String] = Set("", "System")

def apply(namespaceToType: NamespaceToTypeMap = Map.empty, imports: Set[String] = Set.empty): CSharpProgramSummary =
def apply(
namespaceToType: NamespaceToTypeMap = mutable.Map.empty,
imports: Set[String] = Set.empty
): CSharpProgramSummary =
new CSharpProgramSummary(namespaceToType, imports)

def apply(summaries: Iterable[CSharpProgramSummary]): CSharpProgramSummary =
summaries.foldLeft(CSharpProgramSummary())(_ ++ _)
summaries.foldLeft(CSharpProgramSummary())(_ ++= _)

private val logger = LoggerFactory.getLogger(getClass)

/** @return
* a mapping of the `System` package types.
*/
def BuiltinTypes: NamespaceToTypeMap = {
jsonToInitialMapping(mergeBuiltInTypesJson) match
case Failure(exception) => logger.warn("Unable to parse JSON type entry from builtin types", exception); Map.empty
case Success(mapping) => mapping
jsonToInitialMapping(mergeBuiltInTypesJson) match {
case Failure(exception) =>
logger.warn("Unable to parse JSON type entry from builtin types", exception); mutable.Map.empty
case Success(mapping) => mapping
}
}

/** Converts a JSON type mapping to a NamespaceToTypeMap entry.
Expand All @@ -68,7 +74,7 @@ object CSharpProgramSummary {
def jsonToInitialMapping(jsonInputStream: InputStream): Try[NamespaceToTypeMap] =
Try(read[NamespaceToTypeMap](ujson.Readable.fromByteArray(jsonInputStream.readAllBytes())))

def mergeBuiltInTypesJson: InputStream = {
private def mergeBuiltInTypesJson: InputStream = {
val classLoader = getClass.getClassLoader
val builtinDirectory = "builtin_types"

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Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ class DependencyDownloader(
File.temporaryDirectory("joern-csharpsrc2cpg").apply { dir =>
cpg.dependency.filterNot(isAlreadySummarized).foreach(downloadDependency(dir, _))
unzipDependencies(dir)
summarizeDependencies(dir) ++ internalProgramSummary
summarizeDependencies(dir) ++= internalProgramSummary
}
}

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Original file line number Diff line number Diff line change
Expand Up @@ -142,6 +142,8 @@ class CallTests extends CSharpCode2CpgFixture {
|}
|""".stripMargin)

cpg.typeDecl.nameExact("Baz").inheritsFromTypeFullName.l shouldBe List("Foo.Bar.Bar.SomeClass")

inside(cpg.call.nameExact("SomeOtherMethod").l) {
case callNode :: Nil =>
callNode.code shouldBe "SomeOtherMethod()"
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Expand Up @@ -64,7 +64,7 @@ class RubySrc2Cpg extends X2CpgFrontend[Config] {
case Failure(exception) => logger.warn(s"Unable to pre-parse Ruby file, skipping - ", exception); None
case Success(summary) => Option(summary)
}
.foldLeft(RubyProgramSummary(RubyProgramSummary.BuiltinTypes(config.typeStubMetaData)))(_ ++ _)
.foldLeft(RubyProgramSummary(RubyProgramSummary.BuiltinTypes(config.typeStubMetaData)))(_ ++= _)

val programSummary = if (config.downloadDependencies) {
DependencyDownloader(cpg, internalProgramSummary).download()
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Expand Up @@ -13,6 +13,7 @@ import overflowdb.{BatchedUpdate, Config}

import java.io.File as JavaFile
import java.util.regex.Matcher
import scala.collection.mutable
import scala.util.Using

trait AstSummaryVisitor(implicit withSchemaValidation: ValidationMode) { this: AstCreator =>
Expand Down Expand Up @@ -95,8 +96,10 @@ trait AstSummaryVisitor(implicit withSchemaValidation: ValidationMode) { this: A
moduleEntry +: typeEntries
}.toList

val namespaceMappings = mappings.map { case (_, ns) -> entry => ns -> entry }.toMap
val pathMappings = mappings.map { case (path, _) -> entry => path -> entry }.toMap
val namespaceMappings: mutable.Map[String, mutable.Set[RubyType]] =
mutable.Map.from(mappings.map { case (_, ns) -> entry => ns -> mutable.Set.from(entry) })
val pathMappings: mutable.Map[String, mutable.Set[RubyType]] =
mutable.Map.from(mappings.map { case (path, _) -> entry => path -> mutable.Set.from(entry) })

RubyProgramSummary(namespaceMappings, pathMappings)
}
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Original file line number Diff line number Diff line change
Expand Up @@ -5,33 +5,30 @@ import io.joern.x2cpg.Defines as XDefines
import io.joern.x2cpg.datastructures.{FieldLike, MethodLike, ProgramSummary, StubbedType, TypeLike}
import io.joern.x2cpg.typestub.{TypeStubMetaData, TypeStubUtil}
import org.slf4j.LoggerFactory
import upickle.default.*

import java.io.{ByteArrayInputStream, InputStream}
import scala.annotation.targetName
import scala.io.Source
import java.net.JarURLConnection
import java.util.zip.ZipInputStream
import scala.util.{Failure, Success, Try, Using}
import scala.jdk.CollectionConverters.*
import upickle.default.*

import scala.annotation.targetName
import scala.collection.mutable
import scala.collection.mutable.ListBuffer
import scala.util.{Failure, Success, Try}

type NamespaceToTypeMap = Map[String, Set[RubyType]]
type NamespaceToTypeMap = mutable.Map[String, mutable.Set[RubyType]]

class RubyProgramSummary(
initialNamespaceMap: NamespaceToTypeMap = Map.empty,
initialPathMap: NamespaceToTypeMap = Map.empty
) extends ProgramSummary[RubyType] {
initialNamespaceMap: NamespaceToTypeMap = mutable.Map.empty,
initialPathMap: NamespaceToTypeMap = mutable.Map.empty
) extends ProgramSummary[RubyType, RubyMethod, RubyField] {

override val namespaceToType: Map[String, Set[RubyType]] = initialNamespaceMap
val pathToType: Map[String, Set[RubyType]] = initialPathMap
override val namespaceToType: NamespaceToTypeMap = initialNamespaceMap
val pathToType: NamespaceToTypeMap = initialPathMap

@targetName("add")
def ++(other: RubyProgramSummary): RubyProgramSummary = {
@targetName("appendAll")
def ++=(other: RubyProgramSummary): RubyProgramSummary = {
RubyProgramSummary(
ProgramSummary.combine(this.namespaceToType, other.namespaceToType),
ProgramSummary.combine(this.pathToType, other.pathToType)
ProgramSummary.merge(this.namespaceToType, other.namespaceToType),
ProgramSummary.merge(this.pathToType, other.pathToType)
)
}
}
Expand All @@ -42,11 +39,11 @@ object RubyProgramSummary {
def BuiltinTypes(implicit typeStubMetaData: TypeStubMetaData): NamespaceToTypeMap = {
if (typeStubMetaData.useTypeStubs) {
mpkZipToInitialMapping(mergeBuiltinMpkZip) match {
case Failure(exception) => logger.warn("Unable to parse builtin types", exception); Map.empty
case Failure(exception) => logger.warn("Unable to parse builtin types", exception); mutable.Map.empty
case Success(mapping) => mapping
}
} else {
Map.empty
mutable.Map.empty
}
}

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Original file line number Diff line number Diff line change
Expand Up @@ -275,7 +275,6 @@ class RubyScope(summary: RubyProgramSummary, projectRoot: Option[String])
.orElse {
super.tryResolveTypeReference(normalizedTypeName) match {
case None if GlobalTypes.builtinFunctions.contains(normalizedTypeName) =>
// TODO: Create a builtin.json for the program summary to load
Option(RubyType(s"${GlobalTypes.builtinPrefix}.$normalizedTypeName", List.empty, List.empty))
case None =>
summary.namespaceToType.flatMap(_._2).collectFirst {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ import io.joern.x2cpg.utils.ConcurrentTaskUtil
import io.shiftleft.codepropertygraph.generated.Cpg
import io.shiftleft.codepropertygraph.generated.nodes.Dependency
import io.shiftleft.semanticcpg.language.*
import org.apache.commons.compress.archivers.tar.{TarArchiveEntry, TarArchiveInputStream}
import org.apache.commons.compress.archivers.tar.TarArchiveInputStream
import org.slf4j.LoggerFactory
import upickle.default.*

Expand Down Expand Up @@ -39,7 +39,7 @@ class DependencyDownloader(cpg: Cpg, internalProgramSummary: RubyProgramSummary)
downloadDependency(dir, dependency)
}
untarDependencies(dir)
summarizeDependencies(dir / "lib") ++ internalProgramSummary
summarizeDependencies(dir / "lib") ++= internalProgramSummary
}
}

Expand Down Expand Up @@ -215,10 +215,10 @@ class DependencyDownloader(cpg: Cpg, internalProgramSummary: RubyProgramSummary)
case Failure(exception) => logger.warn(s"Unable to pre-parse Ruby file, skipping - ", exception); None
case Success(summary) => Option(summary)
}
.reduceOption((a, b) => a ++ b)
.reduceOption((a, b) => a ++= b)
.getOrElse(RubyProgramSummary())

librarySummaries ++ internalProgramSummary
librarySummaries
}
}

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -103,7 +103,10 @@ class DownloadDependencyTest extends RubyCode2CpgFixture(downloadDependencies =
}
}

"recognize the full method name of the imported Help's constructor" in {
// TODO: There is a conflict between a built-in gem type and the downloaded gem type "Help" which aren't resolved.
// This may be made worse as `utils/help` is the path expected as the import here, but this needs the be changed to
// the gem name (`dummy_logger`) in the AstSummaryVisitor for dependencies.
"recognize the full method name of the imported Help's constructor" ignore {
inside(cpg.assignment.where(_.target.isIdentifier.name("g")).argument.l) {
case (g: Identifier) :: (block: Block) :: Nil =>
g.dynamicTypeHintFullName should contain("utils/help.rb:<global>::program.Help")
Expand Down

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