Merge pull request #271 from Naveen3Singh/improve_flood_fill

Improve Flood-fill algorithm
This commit is contained in:
Tibor Kaputa 2023-03-11 22:40:35 +01:00 committed by GitHub
commit 91985a977d
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8 changed files with 212 additions and 303 deletions

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@ -1,14 +1,15 @@
package com.simplemobiletools.draw.pro.extensions package com.simplemobiletools.draw.pro.extensions
import android.graphics.Bitmap import android.graphics.Bitmap
import com.simplemobiletools.draw.pro.helpers.QueueLinearFloodFiller import com.simplemobiletools.draw.pro.helpers.VectorFloodFiller
import com.simplemobiletools.draw.pro.models.MyPath
fun Bitmap.floodFill(color: Int, x: Int, y: Int, tolerance: Int = 10): Bitmap { fun Bitmap.vectorFloodFill(color: Int, x: Int, y: Int, tolerance: Int): MyPath {
val floodFiller = QueueLinearFloodFiller(this).apply { val floodFiller = VectorFloodFiller(this).apply {
fillColor = color fillColor = color
setTolerance(tolerance) this.tolerance = tolerance
} }
floodFiller.floodFill(x, y) floodFiller.floodFill(x, y)
return floodFiller.image!! return floodFiller.path
} }

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@ -0,0 +1,22 @@
package com.simplemobiletools.draw.pro.extensions
fun <K, V> LinkedHashMap<K, V>.removeFirst(): Pair<K, V> {
val key = keys.first()
val value = values.first()
remove(key)
return key to value
}
fun <K, V> LinkedHashMap<K, V>.removeLast(): Pair<K, V> {
val key = keys.last()
val value = values.last()
remove(key)
return key to value
}
fun <K, V> LinkedHashMap<K, V>.removeLastOrNull(): Pair<K?, V?> {
val key = keys.lastOrNull()
val value = values.lastOrNull()
remove(key)
return key to value
}

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@ -1,165 +0,0 @@
package com.simplemobiletools.draw.pro.helpers
import android.graphics.Bitmap
import android.graphics.Color
import java.util.*
// Original algorithm by J. Dunlap http:// www.codeproject.com/KB/GDI-plus/queuelinearflood-fill.aspx
// Java port by Owen Kaluza
// Android port by Darrin Smith (Standard Android)
class QueueLinearFloodFiller(img: Bitmap) {
var image: Bitmap? = null
private set
var tolerance = intArrayOf(0, 0, 0)
private var width = 0
private var height = 0
private var pixels: IntArray? = null
var fillColor = 0
private val startColor = intArrayOf(0, 0, 0)
private lateinit var pixelsChecked: BooleanArray
private var ranges: Queue<FloodFillRange>? = null
init {
copyImage(img)
}
fun setTargetColor(targetColor: Int) {
startColor[0] = Color.red(targetColor)
startColor[1] = Color.green(targetColor)
startColor[2] = Color.blue(targetColor)
}
fun setTolerance(value: Int) {
tolerance = intArrayOf(value, value, value)
}
private fun copyImage(img: Bitmap) {
// Copy data from provided Image to a BufferedImage to write flood fill to, use getImage to retrieve
// cache data in member variables to decrease overhead of property calls
width = img.width
height = img.height
image = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888)
image = img.copy(img.config, true)
pixels = IntArray(width * height)
image!!.getPixels(pixels, 0, width, 0, 0, width, height)
}
private fun prepare() {
// Called before starting flood-fill
pixelsChecked = BooleanArray(pixels!!.size)
ranges = LinkedList()
}
// Fills the specified point on the bitmap with the currently selected fill color.
// int x, int y: The starting coordinates for the fill
fun floodFill(x: Int, y: Int) {
// Setup
prepare()
if (startColor[0] == 0) {
// ***Get starting color.
val startPixel = pixels!!.getOrNull(width * y + x) ?: return
startColor[0] = startPixel shr 16 and 0xff
startColor[1] = startPixel shr 8 and 0xff
startColor[2] = startPixel and 0xff
}
// ***Do first call to flood-fill.
linearFill(x, y)
// ***Call flood-fill routine while flood-fill ranges still exist on the queue
var range: FloodFillRange
while (ranges!!.size > 0) {
// **Get Next Range Off the Queue
range = ranges!!.remove()
// **Check Above and Below Each Pixel in the flood-fill Range
var downPxIdx = width * (range.Y + 1) + range.startX
var upPxIdx = width * (range.Y - 1) + range.startX
val upY = range.Y - 1 // so we can pass the y coordinate by ref
val downY = range.Y + 1
for (i in range.startX..range.endX) {
// *Start Fill Upwards
// if we're not above the top of the bitmap and the pixel above this one is within the color tolerance
if (range.Y > 0 && !pixelsChecked[upPxIdx] && checkPixel(upPxIdx)) {
linearFill(i, upY)
}
// *Start Fill Downwards
// if we're not below the bottom of the bitmap and the pixel below this one is within the color tolerance
if (range.Y < height - 1 && !pixelsChecked[downPxIdx] && checkPixel(downPxIdx)) {
linearFill(i, downY)
}
downPxIdx++
upPxIdx++
}
}
image!!.setPixels(pixels, 0, width, 0, 0, width, height)
}
// Finds the furthermost left and right boundaries of the fill area
// on a given y coordinate, starting from a given x coordinate, filling as it goes.
// Adds the resulting horizontal range to the queue of flood-fill ranges,
// to be processed in the main loop.
//
// int x, int y: The starting coordinates
private fun linearFill(x: Int, y: Int) {
// ***Find Left Edge of Color Area
var lFillLoc = x // the location to check/fill on the left
var pxIdx = width * y + x
while (true) {
// **fill with the color
pixels!![pxIdx] = fillColor
// **indicate that this pixel has already been checked and filled
pixelsChecked[pxIdx] = true
// **de-increment
lFillLoc-- // de-increment counter
pxIdx-- // de-increment pixel index
// **exit loop if we're at edge of bitmap or color area
if (lFillLoc < 0 || pixelsChecked[pxIdx] || !checkPixel(pxIdx)) {
break
}
}
lFillLoc++
// ***Find Right Edge of Color Area
var rFillLoc = x // the location to check/fill on the left
pxIdx = width * y + x
while (true) {
// **fill with the color
pixels!![pxIdx] = fillColor
// **indicate that this pixel has already been checked and filled
pixelsChecked[pxIdx] = true
// **increment
rFillLoc++ // increment counter
pxIdx++ // increment pixel index
// **exit loop if we're at edge of bitmap or color area
if (rFillLoc >= width || pixelsChecked[pxIdx] || !checkPixel(pxIdx)) {
break
}
}
rFillLoc--
// add range to queue
val r = FloodFillRange(lFillLoc, rFillLoc, y)
ranges!!.offer(r)
}
// Sees if a pixel is within the color tolerance range.
private fun checkPixel(px: Int): Boolean {
val red = pixels!![px] ushr 16 and 0xff
val green = pixels!![px] ushr 8 and 0xff
val blue = pixels!![px] and 0xff
return red >= startColor[0] - tolerance[0] && red <= startColor[0] + tolerance[0] && green >= startColor[1] - tolerance[1] && green <= startColor[1] + tolerance[1] && blue >= startColor[2] - tolerance[2] && blue <= startColor[2] + tolerance[2]
}
// Represents a linear range to be filled and branched from.
private inner class FloodFillRange(var startX: Int, var endX: Int, var Y: Int)
}

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@ -0,0 +1,147 @@
package com.simplemobiletools.draw.pro.helpers
import android.graphics.Bitmap
import android.graphics.Color
import com.simplemobiletools.draw.pro.models.MyPath
import java.util.*
// Original algorithm by J. Dunlap http:// www.codeproject.com/KB/GDI-plus/queuelinearflood-fill.aspx
// Java port by Owen Kaluza
// Android port by Darrin Smith (Standard Android)
class VectorFloodFiller(image: Bitmap) {
val path = MyPath()
private var width = 0
private var height = 0
private var pixels: IntArray? = null
private lateinit var pixelsChecked: BooleanArray
private lateinit var ranges: Queue<FloodFillRange>
var fillColor = 0
var tolerance = 0
private var startColorRed = 0
private var startColorGreen = 0
private var startColorBlue = 0
init {
width = image.width
height = image.height
pixels = IntArray(width * height)
image.getPixels(pixels, 0, width, 0, 0, width, height)
}
private fun prepare() {
// Called before starting flood-fill
pixelsChecked = BooleanArray(pixels!!.size)
ranges = LinkedList()
}
// Fills the specified point on the bitmap with the currently selected fill color.
// int x, int y: The starting coordinates for the fill
fun floodFill(x: Int, y: Int) {
// Setup
prepare()
// Get starting color.
val startPixel = pixels!!.getOrNull(width * y + x) ?: return
if (startPixel == fillColor) {
// No-op.
return
}
startColorRed = Color.red(startPixel)
startColorGreen = Color.green(startPixel)
startColorBlue = Color.blue(startPixel)
// Do first call to flood-fill.
linearFill(x, y)
// Call flood-fill routine while flood-fill ranges still exist on the queue
var range: FloodFillRange
while (ranges.size > 0) {
// Get Next Range Off the Queue
range = ranges.remove()
// Check Above and Below Each Pixel in the flood-fill Range
var downPxIdx = width * (range.Y + 1) + range.startX
var upPxIdx = width * (range.Y - 1) + range.startX
val upY = range.Y - 1 // so we can pass the y coordinate by ref
val downY = range.Y + 1
for (i in range.startX..range.endX) {
// Start Fill Upwards
// if we're not above the top of the bitmap and the pixel above this one is within the color tolerance
if (range.Y > 0 && !pixelsChecked[upPxIdx] && isPixelColorWithinTolerance(upPxIdx)) {
linearFill(i, upY)
}
// Start Fill Downwards
// if we're not below the bottom of the bitmap and the pixel below this one is within the color tolerance
if (range.Y < height - 1 && !pixelsChecked[downPxIdx] && isPixelColorWithinTolerance(downPxIdx)) {
linearFill(i, downY)
}
downPxIdx++
upPxIdx++
}
}
}
// Finds the furthermost left and right boundaries of the fill area
// on a given y coordinate, starting from a given x coordinate, filling as it goes.
// Adds the resulting horizontal range to the queue of flood-fill ranges,
// to be processed in the main loop.
//
// int x, int y: The starting coordinates
private fun linearFill(x: Int, y: Int) {
// Find Left Edge of Color Area
var lFillLoc = x // the location to check/fill on the left
var pxIdx = width * y + x
path.moveTo(x.toFloat(), y.toFloat())
while (true) {
pixelsChecked[pxIdx] = true
lFillLoc--
pxIdx--
// exit loop if we're at edge of bitmap or color area
if (lFillLoc < 0 || pixelsChecked[pxIdx] || !isPixelColorWithinTolerance(pxIdx)) {
break
}
}
vectorFill(pxIdx + 1)
lFillLoc++
// Find Right Edge of Color Area
var rFillLoc = x // the location to check/fill on the left
pxIdx = width * y + x
while (true) {
pixelsChecked[pxIdx] = true
rFillLoc++
pxIdx++
if (rFillLoc >= width || pixelsChecked[pxIdx] || !isPixelColorWithinTolerance(pxIdx)) {
break
}
}
vectorFill(pxIdx - 1)
rFillLoc--
// add range to queue
val r = FloodFillRange(lFillLoc, rFillLoc, y)
ranges.offer(r)
}
// vector fill pixels with color
private fun vectorFill(pxIndex: Int) {
val x = (pxIndex % width).toFloat()
val y = (pxIndex - x) / width
path.lineTo(x, y)
}
// Sees if a pixel is within the color tolerance range.
private fun isPixelColorWithinTolerance(px: Int): Boolean {
val red = pixels!![px] ushr 16 and 0xff
val green = pixels!![px] ushr 8 and 0xff
val blue = pixels!![px] and 0xff
return red >= startColorRed - tolerance && red <= startColorRed + tolerance && green >= startColorGreen - tolerance && green <= startColorGreen + tolerance && blue >= startColorBlue - tolerance && blue <= startColorBlue + tolerance
}
// Represents a linear range to be filled and branched from.
private inner class FloodFillRange(var startX: Int, var endX: Int, var Y: Int)
}

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@ -1,15 +0,0 @@
package com.simplemobiletools.draw.pro.models
import android.graphics.Bitmap
import java.io.Serializable
sealed class CanvasOp : Serializable {
class PathOp(
val path: MyPath,
val paintOptions: PaintOptions
) : CanvasOp()
class BitmapOp(
val bitmap: Bitmap
) : CanvasOp()
}

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@ -1,47 +0,0 @@
package com.simplemobiletools.draw.pro.models
import android.os.Parcel
import android.os.Parcelable
import android.view.View
internal class MyParcelable : View.BaseSavedState {
var operations = ArrayList<CanvasOp>()
constructor(superState: Parcelable) : super(superState)
constructor(parcel: Parcel) : super(parcel) {
val size = parcel.readInt()
for (i in 0 until size) {
val serializable = parcel.readSerializable()
if (serializable is MyPath) {
val paintOptions = PaintOptions(parcel.readInt(), parcel.readFloat(), parcel.readInt() == 1)
val operation = CanvasOp.PathOp(serializable, paintOptions)
operations.add(operation)
}
}
}
override fun writeToParcel(out: Parcel, flags: Int) {
super.writeToParcel(out, flags)
out.writeInt(operations.size)
for (operation in operations) {
if (operation is CanvasOp.PathOp) {
val path = operation.path
val paintOptions = operation.paintOptions
out.writeSerializable(path)
out.writeInt(paintOptions.color)
out.writeFloat(paintOptions.strokeWidth)
out.writeInt(if (paintOptions.isEraser) 1 else 0)
}
}
}
companion object {
@JvmField
val CREATOR: Parcelable.Creator<MyParcelable> = object : Parcelable.Creator<MyParcelable> {
override fun createFromParcel(source: Parcel) = MyParcelable(source)
override fun newArray(size: Int) = arrayOf<MyParcelable>()
}
}
}

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@ -73,7 +73,7 @@ object Svg {
path.readObject(it.data, activity) path.readObject(it.data, activity)
val options = PaintOptions(it.color, it.strokeWidth, it.isEraser) val options = PaintOptions(it.color, it.strokeWidth, it.isEraser)
canvas.addPath(path, options) canvas.addOperation(path, options)
} }
} }

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@ -16,11 +16,8 @@ import com.bumptech.glide.request.RequestOptions
import com.simplemobiletools.commons.extensions.toast import com.simplemobiletools.commons.extensions.toast
import com.simplemobiletools.commons.helpers.ensureBackgroundThread import com.simplemobiletools.commons.helpers.ensureBackgroundThread
import com.simplemobiletools.draw.pro.R import com.simplemobiletools.draw.pro.R
import com.simplemobiletools.draw.pro.extensions.contains import com.simplemobiletools.draw.pro.extensions.*
import com.simplemobiletools.draw.pro.extensions.floodFill
import com.simplemobiletools.draw.pro.interfaces.CanvasListener import com.simplemobiletools.draw.pro.interfaces.CanvasListener
import com.simplemobiletools.draw.pro.models.CanvasOp
import com.simplemobiletools.draw.pro.models.MyParcelable
import com.simplemobiletools.draw.pro.models.MyPath import com.simplemobiletools.draw.pro.models.MyPath
import com.simplemobiletools.draw.pro.models.PaintOptions import com.simplemobiletools.draw.pro.models.PaintOptions
import java.util.concurrent.ExecutionException import java.util.concurrent.ExecutionException
@ -31,17 +28,16 @@ import kotlin.math.min
class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) { class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
private val MIN_ERASER_WIDTH = 20f private val MIN_ERASER_WIDTH = 20f
private val MAX_HISTORY_COUNT = 1000 private val MAX_HISTORY_COUNT = 1000
private val BITMAP_MAX_HISTORY_COUNT = 60 private val FLOOD_FILL_TOLERANCE = 10
private val DEFAULT_FLOOD_FILL_TOLERANCE = 190
private val mScaledTouchSlop = ViewConfiguration.get(context).scaledTouchSlop private val mScaledTouchSlop = ViewConfiguration.get(context).scaledTouchSlop
private var mOperations = ArrayList<CanvasOp>() private var mOperations = LinkedHashMap<MyPath, PaintOptions>()
var mBackgroundBitmap: Bitmap? = null var mBackgroundBitmap: Bitmap? = null
var mListener: CanvasListener? = null var mListener: CanvasListener? = null
private var mUndoneOperations = ArrayList<CanvasOp>() private var mUndoneOperations = LinkedHashMap<MyPath, PaintOptions>()
private var mLastOperations = ArrayList<CanvasOp>() private var mLastOperations = LinkedHashMap<MyPath, PaintOptions>()
private var mLastBackgroundBitmap: Bitmap? = null private var mLastBackgroundBitmap: Bitmap? = null
private var mPaint = Paint() private var mPaint = Paint()
@ -89,21 +85,17 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
updateUndoVisibility() updateUndoVisibility()
} }
public override fun onSaveInstanceState(): Parcelable { public override fun onSaveInstanceState(): Parcelable? {
val superState = super.onSaveInstanceState() DrawingStateHolder.operations = mOperations
val savedState = MyParcelable(superState!!) return super.onSaveInstanceState()
savedState.operations = mOperations
return savedState
} }
public override fun onRestoreInstanceState(state: Parcelable) { public override fun onRestoreInstanceState(state: Parcelable) {
if (state !is MyParcelable) { val savedOperations = DrawingStateHolder.operations
super.onRestoreInstanceState(state) if (savedOperations != null) {
return mOperations = savedOperations
} }
super.onRestoreInstanceState(state)
super.onRestoreInstanceState(state.superState)
mOperations = state.operations
updateUndoVisibility() updateUndoVisibility()
} }
@ -222,19 +214,9 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
} }
if (mOperations.isNotEmpty()) { if (mOperations.isNotEmpty()) {
val bitmapOps = mOperations.filterIsInstance<CanvasOp.BitmapOp>() for ((path, paintOptions) in mOperations) {
val bitmapOp = bitmapOps.lastOrNull() changePaint(paintOptions)
if (bitmapOp != null) { canvas.drawPath(path, mPaint)
canvas.drawBitmap(bitmapOp.bitmap, 0f, 0f, null)
}
// only perform path ops after last bitmap op as any previous path operations are already visible due to the bitmap op
val startIndex = if (bitmapOp != null) mOperations.indexOf(bitmapOp) else 0
val endIndex = mOperations.lastIndex
val pathOps = mOperations.slice(startIndex..endIndex).filterIsInstance<CanvasOp.PathOp>()
for (pathOp in pathOps) {
changePaint(pathOp.paintOptions)
canvas.drawPath(pathOp.path, mPaint)
} }
} }
@ -245,7 +227,7 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
fun undo() { fun undo() {
if (mOperations.isEmpty() && mLastOperations.isNotEmpty()) { if (mOperations.isEmpty() && mLastOperations.isNotEmpty()) {
mOperations = mLastOperations.clone() as ArrayList<CanvasOp> mOperations = mLastOperations.clone() as LinkedHashMap<MyPath, PaintOptions>
mBackgroundBitmap = mLastBackgroundBitmap mBackgroundBitmap = mLastBackgroundBitmap
mLastOperations.clear() mLastOperations.clear()
updateUndoVisibility() updateUndoVisibility()
@ -254,8 +236,10 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
} }
if (mOperations.isNotEmpty()) { if (mOperations.isNotEmpty()) {
val lastOp = mOperations.removeLast() val (path, paintOptions) = mOperations.removeLastOrNull()
mUndoneOperations.add(lastOp) if (paintOptions != null && path != null) {
mUndoneOperations[path] = paintOptions
}
invalidate() invalidate()
} }
updateUndoRedoVisibility() updateUndoRedoVisibility()
@ -263,8 +247,8 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
fun redo() { fun redo() {
if (mUndoneOperations.isNotEmpty()) { if (mUndoneOperations.isNotEmpty()) {
val undoneOperation = mUndoneOperations.removeLast() val (path, paintOptions) = mUndoneOperations.removeLast()
addOperation(undoneOperation) addOperation(path, paintOptions)
invalidate() invalidate()
} }
updateUndoRedoVisibility() updateUndoRedoVisibility()
@ -327,12 +311,6 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
} }
} }
fun addPath(path: MyPath, options: PaintOptions) {
val pathOp = CanvasOp.PathOp(path, options)
mOperations.add(pathOp)
updateUndoVisibility()
}
private fun changePaint(paintOptions: PaintOptions) { private fun changePaint(paintOptions: PaintOptions) {
mPaint.color = if (paintOptions.isEraser) mBackgroundColor else paintOptions.color mPaint.color = if (paintOptions.isEraser) mBackgroundColor else paintOptions.color
mPaint.strokeWidth = paintOptions.strokeWidth mPaint.strokeWidth = paintOptions.strokeWidth
@ -342,7 +320,7 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
} }
fun clearCanvas() { fun clearCanvas() {
mLastOperations = mOperations.clone() as ArrayList<CanvasOp> mLastOperations = mOperations.clone() as LinkedHashMap<MyPath, PaintOptions>
mLastBackgroundBitmap = mBackgroundBitmap mLastBackgroundBitmap = mBackgroundBitmap
mBackgroundBitmap = null mBackgroundBitmap = null
mPath.reset() mPath.reset()
@ -397,8 +375,9 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
val color = mPaintOptions.color val color = mPaintOptions.color
ensureBackgroundThread { ensureBackgroundThread {
val img = bitmap.floodFill(color = color, x = touchedX, y = touchedY, tolerance = DEFAULT_FLOOD_FILL_TOLERANCE) val path = bitmap.vectorFloodFill(color = color, x = touchedX, y = touchedY, tolerance = FLOOD_FILL_TOLERANCE)
addOperation(CanvasOp.BitmapOp(img)) val paintOpts = PaintOptions(color = color, strokeWidth = 5f)
addOperation(path, paintOpts)
post { invalidate() } post { invalidate() }
} }
} }
@ -413,37 +392,19 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
mPath.lineTo(mCurX + 1, mCurY + 2) mPath.lineTo(mCurX + 1, mCurY + 2)
mPath.lineTo(mCurX + 1, mCurY) mPath.lineTo(mCurX + 1, mCurY)
} }
addOperation(CanvasOp.PathOp(mPath, mPaintOptions)) addOperation(mPath, mPaintOptions)
} }
private fun addOperation(operation: CanvasOp) { fun addOperation(path: MyPath, paintOptions: PaintOptions) {
mOperations.add(operation) mOperations[path] = paintOptions
// maybe free up some memory // maybe free up some memory
while (mOperations.size > MAX_HISTORY_COUNT) { while (mOperations.size > MAX_HISTORY_COUNT) {
val item = mOperations.removeFirst() mOperations.removeFirst()
if (item is CanvasOp.BitmapOp) {
item.bitmap.recycle()
}
}
val ops = mOperations.filterIsInstance<CanvasOp.BitmapOp>()
if (ops.size > BITMAP_MAX_HISTORY_COUNT) {
val start = ops.lastIndex - BITMAP_MAX_HISTORY_COUNT
val bitmapOp = ops.slice(start..ops.lastIndex).first()
val startIndex = mOperations.indexOf(bitmapOp)
mOperations = mOperations.slice(startIndex..mOperations.lastIndex) as ArrayList<CanvasOp>
} }
} }
fun getPathsMap(): Map<MyPath, PaintOptions> { fun getPathsMap() = mOperations
val pathOps = mOperations
.filterIsInstance<CanvasOp.PathOp>()
.map { it.path to it.paintOptions }
.toTypedArray()
return mapOf(*pathOps)
}
fun getDrawingHashCode(): Long { fun getDrawingHashCode(): Long {
return if (mOperations.isEmpty()) { return if (mOperations.isEmpty()) {
@ -484,3 +445,8 @@ class MyCanvas(context: Context, attrs: AttributeSet) : View(context, attrs) {
} }
} }
} }
// since we don't use view models, this serves as a simple state holder to save drawing operations
object DrawingStateHolder {
var operations: LinkedHashMap<MyPath, PaintOptions>? = null
}