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Classification and Analysis of Android Device Performance

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Droid Dex

Introduction

Droid Dex is a powerful tool crafted to enhance the performance of your Android applications, ultimately elevating the user experience. With a focus on addressing key performance issues, it is your solution for addressing prevalent challenges like Jerky(Janky) Scrolling, Out of Memory errors (OOMs), High Battery Consumption, and instances of Application Not Responding (ANR).

It classifies and lets you analyze Android Device Performance across various parameters like:

PARAMETER DESCRIPTION
Total RAM, Core Count, CPU Frequency
Heap Limit, Heap Remaining, Available RAM
Bandwidth Strength, Download Speed, Signal Strength
Available Storage
Percentage Remaining, If Phone is Charging or Not

into various levels: EXCELLENT, HIGH, AVERAGE, LOW

It is a compact library accompanied by extensive in-line documentation, providing users with the opportunity to delve into the code, comprehend each line thoroughly, and, ideally, contribute to its development.

Use Cases

  1. Consider a scenario where background polling of an API is necessary. In this context, the BATTERY level becomes a crucial factor, as frequent polling can significantly drain the device's battery. To address this concern, you can optimize the process using the following code snippet:

    DroidDex.getPerformanceLevelLd(PerformanceClass.BATTERY).observe(this) {
       // Adjust the polling time interval
    }
  2. Consider a scenario where you need to tailor the image quality for users based on their devices. In this context, the NETWORK condition plays a crucial role in decision-making, as achieving better image quality typically involves larger file sizes and increased data transfer. However, MEMORY is also a consideration, as higher-quality images generate heavier bitmaps, consuming more memory. To optimize this process, you can use the following code snippet:

    DroidDex.getWeightedPerformanceLevelLd(PerformanceClass.NETWORK to 2F, PerformanceClass.MEMORY to 1F).observe(this) {
       // Implement image quality optimization
    }

Usage

Initialize the library in your Application class using the following code snippet:

DroidDex.init(this, BuildConfig.DEBUG)

The first parameter requires the Application Context, while the second parameter determines whether the user is in Debug Mode, enabling extensive logging.

  1. To get performance level for single/multiple parameters:

    DroidDex.getPerformanceLevel(params)

    For observing the changes:

    DroidDex.getPerformanceLevelLd(params).observe(this) {
    }

    Replace params with comma separated list of Performance Class(es).

    Example:

    DroidDex.getPerformanceLevel(PerformanceClass.CPU, PerformanceClass.MEMORY)
  2. To get performance level for multiple parameters with unequal weights:

    DroidDex.getWeightedPerformanceLevel(params)

    For observing the changes:

    DroidDex.getWeightedPerformanceLevelLd(params).observe(this) {
    }

    Replace params with comma separated list of Performance Classes to their Weights.

    Example:

    DroidDex.getWeightedPerformanceLevelLd(PerformanceClass.CPU to 2F, PerformanceClass.MEMORY to 1F).observe(this) {
    }
Example App

See Example Project for Further Usage

Download

Kotlin DSL

Add this to your root settings.gradle.kts

dependencyResolutionManagement {
	repositories {
		maven {
			url = URI("https://maven.pkg.github.com/grofers/*")
			credentials {
				username = "Blinkit"
				password = GITHUB_PERSONAL_ACCESS_TOKEN
			}
		}
	}
}

And add this dependency to your project level build.gradle.kts:

dependencies {
	implementation("com.blinkit.kits:droid-dex:x.y.z")
}
Groovy

Add this to your root settings.gradle

dependencyResolutionManagement {
	repositories {
		maven {
			url "https://maven.pkg.github.com/grofers/*"
			credentials {
				username = "Blinkit"
				password = GITHUB_PERSONAL_ACCESS_TOKEN
			}
		}
	}
}

And add this dependency to your project level build.gradle:

dependencies {
	implementation "com.blinkit.kits:droid-dex:x.y.z"
}

License

Copyright 2024 Blink Commerce Private Limited (formerly known as Grofers India Private Limited)

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.