1*e1eccf28SAndroid Build Coastguard Worker /*
2*e1eccf28SAndroid Build Coastguard Worker * Copyright (C) 2021 The Android Open Source Project
3*e1eccf28SAndroid Build Coastguard Worker *
4*e1eccf28SAndroid Build Coastguard Worker * Licensed under the Apache License, Version 2.0 (the "License");
5*e1eccf28SAndroid Build Coastguard Worker * you may not use this file except in compliance with the License.
6*e1eccf28SAndroid Build Coastguard Worker * You may obtain a copy of the License at
7*e1eccf28SAndroid Build Coastguard Worker *
8*e1eccf28SAndroid Build Coastguard Worker * http://www.apache.org/licenses/LICENSE-2.0
9*e1eccf28SAndroid Build Coastguard Worker *
10*e1eccf28SAndroid Build Coastguard Worker * Unless required by applicable law or agreed to in writing, software
11*e1eccf28SAndroid Build Coastguard Worker * distributed under the License is distributed on an "AS IS" BASIS,
12*e1eccf28SAndroid Build Coastguard Worker * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13*e1eccf28SAndroid Build Coastguard Worker * See the License for the specific language governing permissions and
14*e1eccf28SAndroid Build Coastguard Worker * limitations under the License.
15*e1eccf28SAndroid Build Coastguard Worker */
16*e1eccf28SAndroid Build Coastguard Worker
17*e1eccf28SAndroid Build Coastguard Worker package com.example.testapp
18*e1eccf28SAndroid Build Coastguard Worker
19*e1eccf28SAndroid Build Coastguard Worker import android.graphics.Bitmap
20*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.Allocation
21*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.Element
22*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.RenderScript
23*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.Script
24*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.ScriptIntrinsicHistogram
25*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.Type
26*e1eccf28SAndroid Build Coastguard Worker import android.renderscript.toolkit.Range2d
27*e1eccf28SAndroid Build Coastguard Worker
28*e1eccf28SAndroid Build Coastguard Worker /**
29*e1eccf28SAndroid Build Coastguard Worker * Does a Histogram operation using the RenderScript Intrinsics.
30*e1eccf28SAndroid Build Coastguard Worker */
intrinsicHistogramnull31*e1eccf28SAndroid Build Coastguard Worker fun intrinsicHistogram(
32*e1eccf28SAndroid Build Coastguard Worker context: RenderScript,
33*e1eccf28SAndroid Build Coastguard Worker inputArray: ByteArray,
34*e1eccf28SAndroid Build Coastguard Worker vectorSize: Int,
35*e1eccf28SAndroid Build Coastguard Worker sizeX: Int,
36*e1eccf28SAndroid Build Coastguard Worker sizeY: Int,
37*e1eccf28SAndroid Build Coastguard Worker restriction: Range2d?
38*e1eccf28SAndroid Build Coastguard Worker ): IntArray {
39*e1eccf28SAndroid Build Coastguard Worker val element = renderScriptVectorElementForU8(context, vectorSize)
40*e1eccf28SAndroid Build Coastguard Worker val scriptHistogram = ScriptIntrinsicHistogram.create(context, element)
41*e1eccf28SAndroid Build Coastguard Worker val builder = Type.Builder(context, element)
42*e1eccf28SAndroid Build Coastguard Worker builder.setX(sizeX)
43*e1eccf28SAndroid Build Coastguard Worker builder.setY(sizeY)
44*e1eccf28SAndroid Build Coastguard Worker val arrayType = builder.create()
45*e1eccf28SAndroid Build Coastguard Worker val inputAllocation = Allocation.createTyped(context, arrayType)
46*e1eccf28SAndroid Build Coastguard Worker val outAllocation =
47*e1eccf28SAndroid Build Coastguard Worker Allocation.createSized(
48*e1eccf28SAndroid Build Coastguard Worker context,
49*e1eccf28SAndroid Build Coastguard Worker renderScriptVectorElementForI32(context, vectorSize),
50*e1eccf28SAndroid Build Coastguard Worker 256
51*e1eccf28SAndroid Build Coastguard Worker )
52*e1eccf28SAndroid Build Coastguard Worker inputAllocation.copyFrom(inputArray)
53*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setOutput(outAllocation)
54*e1eccf28SAndroid Build Coastguard Worker if (restriction != null) {
55*e1eccf28SAndroid Build Coastguard Worker val options = Script.LaunchOptions()
56*e1eccf28SAndroid Build Coastguard Worker options.setX(restriction.startX, restriction.endX)
57*e1eccf28SAndroid Build Coastguard Worker options.setY(restriction.startY, restriction.endY)
58*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach(inputAllocation, options)
59*e1eccf28SAndroid Build Coastguard Worker } else {
60*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach(inputAllocation)
61*e1eccf28SAndroid Build Coastguard Worker }
62*e1eccf28SAndroid Build Coastguard Worker
63*e1eccf28SAndroid Build Coastguard Worker val intrinsicOutArray = IntArray(256 * paddedSize(vectorSize))
64*e1eccf28SAndroid Build Coastguard Worker outAllocation.copyTo(intrinsicOutArray)
65*e1eccf28SAndroid Build Coastguard Worker inputAllocation.destroy()
66*e1eccf28SAndroid Build Coastguard Worker outAllocation.destroy()
67*e1eccf28SAndroid Build Coastguard Worker arrayType.destroy()
68*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.destroy()
69*e1eccf28SAndroid Build Coastguard Worker return intrinsicOutArray
70*e1eccf28SAndroid Build Coastguard Worker }
71*e1eccf28SAndroid Build Coastguard Worker
intrinsicHistogramnull72*e1eccf28SAndroid Build Coastguard Worker fun intrinsicHistogram(
73*e1eccf28SAndroid Build Coastguard Worker context: RenderScript,
74*e1eccf28SAndroid Build Coastguard Worker bitmap: Bitmap,
75*e1eccf28SAndroid Build Coastguard Worker restriction: Range2d?
76*e1eccf28SAndroid Build Coastguard Worker ): IntArray {
77*e1eccf28SAndroid Build Coastguard Worker val baseElement = renderScriptElementForBitmap(context, bitmap)
78*e1eccf28SAndroid Build Coastguard Worker val scriptHistogram = ScriptIntrinsicHistogram.create(context, baseElement)
79*e1eccf28SAndroid Build Coastguard Worker val inputAllocation = Allocation.createFromBitmap(context, bitmap)
80*e1eccf28SAndroid Build Coastguard Worker inputAllocation.copyFrom(bitmap)
81*e1eccf28SAndroid Build Coastguard Worker val vectorSize = vectorSizeOfBitmap(bitmap)
82*e1eccf28SAndroid Build Coastguard Worker val outAllocation =
83*e1eccf28SAndroid Build Coastguard Worker Allocation.createSized(
84*e1eccf28SAndroid Build Coastguard Worker context,
85*e1eccf28SAndroid Build Coastguard Worker renderScriptVectorElementForI32(context, vectorSize),
86*e1eccf28SAndroid Build Coastguard Worker 256
87*e1eccf28SAndroid Build Coastguard Worker )
88*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setOutput(outAllocation)
89*e1eccf28SAndroid Build Coastguard Worker if (restriction != null) {
90*e1eccf28SAndroid Build Coastguard Worker val options = Script.LaunchOptions()
91*e1eccf28SAndroid Build Coastguard Worker options.setX(restriction.startX, restriction.endX)
92*e1eccf28SAndroid Build Coastguard Worker options.setY(restriction.startY, restriction.endY)
93*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach(inputAllocation, options)
94*e1eccf28SAndroid Build Coastguard Worker } else {
95*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach(inputAllocation)
96*e1eccf28SAndroid Build Coastguard Worker }
97*e1eccf28SAndroid Build Coastguard Worker
98*e1eccf28SAndroid Build Coastguard Worker val intrinsicOutArray = IntArray(256 * vectorSize)
99*e1eccf28SAndroid Build Coastguard Worker outAllocation.copyTo(intrinsicOutArray)
100*e1eccf28SAndroid Build Coastguard Worker inputAllocation.destroy()
101*e1eccf28SAndroid Build Coastguard Worker outAllocation.destroy()
102*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.destroy()
103*e1eccf28SAndroid Build Coastguard Worker return intrinsicOutArray
104*e1eccf28SAndroid Build Coastguard Worker }
105*e1eccf28SAndroid Build Coastguard Worker
intrinsicHistogramDotnull106*e1eccf28SAndroid Build Coastguard Worker fun intrinsicHistogramDot(
107*e1eccf28SAndroid Build Coastguard Worker context: RenderScript,
108*e1eccf28SAndroid Build Coastguard Worker inputArray: ByteArray,
109*e1eccf28SAndroid Build Coastguard Worker vectorSize: Int,
110*e1eccf28SAndroid Build Coastguard Worker sizeX: Int,
111*e1eccf28SAndroid Build Coastguard Worker sizeY: Int,
112*e1eccf28SAndroid Build Coastguard Worker coefficients: FloatArray?,
113*e1eccf28SAndroid Build Coastguard Worker restriction: Range2d?
114*e1eccf28SAndroid Build Coastguard Worker ): IntArray {
115*e1eccf28SAndroid Build Coastguard Worker val element = renderScriptVectorElementForU8(context, vectorSize)
116*e1eccf28SAndroid Build Coastguard Worker val scriptHistogram = ScriptIntrinsicHistogram.create(context, element)
117*e1eccf28SAndroid Build Coastguard Worker val builder = Type.Builder(context, element)
118*e1eccf28SAndroid Build Coastguard Worker builder.setX(sizeX)
119*e1eccf28SAndroid Build Coastguard Worker builder.setY(sizeY)
120*e1eccf28SAndroid Build Coastguard Worker val arrayType = builder.create()
121*e1eccf28SAndroid Build Coastguard Worker val inputAllocation = Allocation.createTyped(context, arrayType)
122*e1eccf28SAndroid Build Coastguard Worker val outAllocation =
123*e1eccf28SAndroid Build Coastguard Worker Allocation.createSized(context, Element.I32(context), 256)
124*e1eccf28SAndroid Build Coastguard Worker inputAllocation.copyFrom(inputArray)
125*e1eccf28SAndroid Build Coastguard Worker
126*e1eccf28SAndroid Build Coastguard Worker if (coefficients != null) {
127*e1eccf28SAndroid Build Coastguard Worker require(coefficients.size == vectorSize) {
128*e1eccf28SAndroid Build Coastguard Worker "RenderScriptToolkit tests. $vectorSize coefficients are required for histogram. " +
129*e1eccf28SAndroid Build Coastguard Worker "${coefficients.size} provided."
130*e1eccf28SAndroid Build Coastguard Worker }
131*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setDotCoefficients(
132*e1eccf28SAndroid Build Coastguard Worker coefficients[0],
133*e1eccf28SAndroid Build Coastguard Worker if (vectorSize > 1) coefficients[1] else 0f,
134*e1eccf28SAndroid Build Coastguard Worker if (vectorSize > 2) coefficients[2] else 0f,
135*e1eccf28SAndroid Build Coastguard Worker if (vectorSize > 3) coefficients[3] else 0f
136*e1eccf28SAndroid Build Coastguard Worker )
137*e1eccf28SAndroid Build Coastguard Worker }
138*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setOutput(outAllocation)
139*e1eccf28SAndroid Build Coastguard Worker if (restriction != null) {
140*e1eccf28SAndroid Build Coastguard Worker val options = Script.LaunchOptions()
141*e1eccf28SAndroid Build Coastguard Worker options.setX(restriction.startX, restriction.endX)
142*e1eccf28SAndroid Build Coastguard Worker options.setY(restriction.startY, restriction.endY)
143*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach_Dot(inputAllocation, options)
144*e1eccf28SAndroid Build Coastguard Worker } else {
145*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach_Dot(inputAllocation)
146*e1eccf28SAndroid Build Coastguard Worker }
147*e1eccf28SAndroid Build Coastguard Worker val intrinsicOutArray = IntArray(256)
148*e1eccf28SAndroid Build Coastguard Worker outAllocation.copyTo(intrinsicOutArray)
149*e1eccf28SAndroid Build Coastguard Worker inputAllocation.destroy()
150*e1eccf28SAndroid Build Coastguard Worker outAllocation.destroy()
151*e1eccf28SAndroid Build Coastguard Worker arrayType.destroy()
152*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.destroy()
153*e1eccf28SAndroid Build Coastguard Worker return intrinsicOutArray
154*e1eccf28SAndroid Build Coastguard Worker }
155*e1eccf28SAndroid Build Coastguard Worker
intrinsicHistogramDotnull156*e1eccf28SAndroid Build Coastguard Worker fun intrinsicHistogramDot(
157*e1eccf28SAndroid Build Coastguard Worker context: RenderScript,
158*e1eccf28SAndroid Build Coastguard Worker bitmap: Bitmap,
159*e1eccf28SAndroid Build Coastguard Worker coefficients: FloatArray?,
160*e1eccf28SAndroid Build Coastguard Worker restriction: Range2d?
161*e1eccf28SAndroid Build Coastguard Worker ): IntArray {
162*e1eccf28SAndroid Build Coastguard Worker val baseElement = renderScriptElementForBitmap(context, bitmap)
163*e1eccf28SAndroid Build Coastguard Worker val scriptHistogram = ScriptIntrinsicHistogram.create(context, baseElement)
164*e1eccf28SAndroid Build Coastguard Worker val inputAllocation = Allocation.createFromBitmap(context, bitmap)
165*e1eccf28SAndroid Build Coastguard Worker inputAllocation.copyFrom(bitmap)
166*e1eccf28SAndroid Build Coastguard Worker val outAllocation =
167*e1eccf28SAndroid Build Coastguard Worker Allocation.createSized(context, Element.I32(context), 256)
168*e1eccf28SAndroid Build Coastguard Worker
169*e1eccf28SAndroid Build Coastguard Worker if (coefficients != null) {
170*e1eccf28SAndroid Build Coastguard Worker require(coefficients.size == 4) {
171*e1eccf28SAndroid Build Coastguard Worker "RenderScriptToolkit tests. Four coefficients are required for histogram. " +
172*e1eccf28SAndroid Build Coastguard Worker "${coefficients.size} provided."
173*e1eccf28SAndroid Build Coastguard Worker }
174*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setDotCoefficients(
175*e1eccf28SAndroid Build Coastguard Worker coefficients[0],
176*e1eccf28SAndroid Build Coastguard Worker coefficients[1],
177*e1eccf28SAndroid Build Coastguard Worker coefficients[2],
178*e1eccf28SAndroid Build Coastguard Worker coefficients[3]
179*e1eccf28SAndroid Build Coastguard Worker )
180*e1eccf28SAndroid Build Coastguard Worker }
181*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.setOutput(outAllocation)
182*e1eccf28SAndroid Build Coastguard Worker if (restriction != null) {
183*e1eccf28SAndroid Build Coastguard Worker val options = Script.LaunchOptions()
184*e1eccf28SAndroid Build Coastguard Worker options.setX(restriction.startX, restriction.endX)
185*e1eccf28SAndroid Build Coastguard Worker options.setY(restriction.startY, restriction.endY)
186*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach_Dot(inputAllocation, options)
187*e1eccf28SAndroid Build Coastguard Worker } else {
188*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.forEach_Dot(inputAllocation)
189*e1eccf28SAndroid Build Coastguard Worker }
190*e1eccf28SAndroid Build Coastguard Worker val intrinsicOutArray = IntArray(256)
191*e1eccf28SAndroid Build Coastguard Worker outAllocation.copyTo(intrinsicOutArray)
192*e1eccf28SAndroid Build Coastguard Worker inputAllocation.destroy()
193*e1eccf28SAndroid Build Coastguard Worker outAllocation.destroy()
194*e1eccf28SAndroid Build Coastguard Worker scriptHistogram.destroy()
195*e1eccf28SAndroid Build Coastguard Worker return intrinsicOutArray
196*e1eccf28SAndroid Build Coastguard Worker }
197