A standalone Kotlin script that shows how to do custom heap analysis work with Shark, the heap parsing library that powers LeakCanary (see https://square.github.io/leakcanary/shark)

shark-custom-script.main.kts

#!/usr/bin/env kotlin

// Before running this script, install Kotlin with `brew install kotlin`
// Then run this with `kotlin shark-custom-script.main.kts`
// Edit this script in the latest Android Studio or IntelliJ IDEA releases to get dependency import and auto completion.

@file:Repository("https://repo.maven.apache.org/maven2/")
@file:DependsOn("com.squareup.leakcanary:shark-android:2.13")

import java.io.File
import shark.AndroidMetadataExtractor
import shark.AndroidObjectInspectors
import shark.AndroidReferenceMatchers
import shark.FilteringLeakingObjectFinder
import shark.HeapAnalyzer
import shark.HeapObject.HeapInstance
import shark.HprofHeapGraph.Companion.openHeapGraph

val heapDumpFile: File = TODO("Replace this with hprof file") // = File("PATH_TO_HPROF")

val heapAnalyzer = HeapAnalyzer(listener = { step ->
  println("Analysis in progress, working on: ${step.name}")
})

heapDumpFile.openHeapGraph(
  proguardMapping = null
).use { graph ->

  println("Looking for known leaks $heapDumpFile")
  val heapAnalysis = heapAnalyzer.analyze(
    heapDumpFile,
    graph = graph,
    leakingObjectFinder = FilteringLeakingObjectFinder(
      AndroidObjectInspectors.appLeakingObjectFilters
    ),
    referenceMatchers = AndroidReferenceMatchers.appDefaults
    computeRetainedHeapSize = true,
    objectInspectors = AndroidObjectInspectors.appDefaults,
    metadataExtractor = AndroidMetadataExtractor,
  )
  println(heapAnalysis)

  println("Let's do some custom heap analysis just for fun.")
  println("#####")
  println("String instance count: ${graph.findClassByName("java.lang.String")!!.instances.count()}")
  println("#####")

  val dexPaths =
    graph.findClassByName("dalvik.system.BaseDexClassLoader")!!.instances.flatMap { classLoader ->
      val pathList = classLoader["dalvik.system.BaseDexClassLoader", "pathList"]!!
        .valueAsInstance!!
      pathList["dalvik.system.DexPathList", "dexElements"]!!
        .valueAsObjectArray!!.readElements()
        .mapNotNull {
          it.asObject?.asInstance
        }.map { dexElement ->
          val pathFile = dexElement["dalvik.system.DexPathList\$Element", "path"]!!
            .valueAsInstance!!
          pathFile["java.io.File", "path"]!!.valueAsInstance!!.readAsJavaString()
        }
    }
  println("All dex paths:\n${dexPaths.joinToString("\n")}")

  println("#####")

  val generatedComponentClasses = graph.classes.filter { heapClass ->
    val classSimpleName = heapClass.simpleName
    classSimpleName.startsWith("Dagger") &&
      classSimpleName.endsWith("Impl")
  }

  val componentInstances = generatedComponentClasses.flatMap { it.instances }

  val allSingletons = componentInstances.flatMap { it.componentSingletons }

  println(
    "Found ${componentInstances.count()} Dagger component instances " +
      "and ${allSingletons.count()} Dagger singleton instances in heap."
  )
}

private val HeapInstance.componentSingletons: Sequence<Long>
  get() = readFields().mapNotNull { componentField ->
    val componentFieldInstance = componentField.valueAsInstance ?: return@mapNotNull null

    val provider = if (componentFieldInstance instanceOf "dagger.internal.DelegateFactory") {
      componentFieldInstance["dagger.internal.DelegateFactory", "delegate"]?.valueAsInstance
    } else {
      componentFieldInstance
    }

    if (provider == null || !(provider instanceOf "dagger.internal.DoubleCheck")) {
      return@mapNotNull null
    }

    val singletonObjectId =
      provider["dagger.internal.DoubleCheck", "instance"]!!.value.asNonNullObjectId!!

    val doubleCheckUninitializedObjectId = graph.context.getOrPut("DoubleCheck.UNINITIALIZED") {
      checkNotNull(graph.findClassByName("dagger.internal.DoubleCheck")) {
        "The Dagger DoubleCheck class should always be in the classpath."
      }["UNINITIALIZED"]!!.valueAsInstance!!.objectId
    }

    if (singletonObjectId != doubleCheckUninitializedObjectId) {
      singletonObjectId
    } else {
      null
    }
  }

Line 36 is missing a comma. See https://gist.github.com/jush/87ac548fe2c3379938b57cc3e961b72c/7dcbe96505d6dc4cf527869e3ee16149f2371139#file-shark-custom-script-main-kts-L36

If you're interested I also added Xmx java option https://gist.github.com/jush/87ac548fe2c3379938b57cc3e961b72c/b1299d2db33652f8de091e0dcde84bb078e7fced#file-shark-custom-script-main-kts-L1 which is useful when parsing big heap files