Android Rules Engine

Install the ZEN Engine and evaluate your first decision in Android.

Installation

dependencies {
    implementation("io.gorules:zen-engine-kotlin-android:0.4.7")
}

Basic usage

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.JsonBuffer
import kotlinx.coroutines.runBlocking

class MainActivity : AppCompatActivity() {
    override fun onCreate(savedInstanceState: Bundle?) {
        super.onCreate(savedInstanceState)

        runBlocking {
            val ruleJson = assets.open("rules/pricing.json").readBytes()

            ZenEngine(null, null).use { engine ->
                val decision = engine.createDecision(JsonBuffer(ruleJson))

                val input = JsonBuffer("""
                    {
                        "customer": { "tier": "gold", "yearsActive": 3 },
                        "order": { "subtotal": 150, "items": 5 }
                    }
                """)

                val response = decision.evaluate(input, null)

                Log.d("ZenEngine", response.result.toString())
                // => {"discount":0.15,"freeShipping":true}
            }
        }
    }
}

Loader

The loader pattern enables dynamic decision loading from any storage backend. Implement the ZenDecisionLoaderCallback interface with a suspend fun load(key: String): JsonBuffer? method. Use ConcurrentHashMap to cache decisions for optimal performance.

Assets

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import java.util.concurrent.ConcurrentHashMap
import kotlinx.coroutines.runBlocking

val cache = ConcurrentHashMap<String, ByteArray>()

fun createEngine(context: Context): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            val bytes = cache.computeIfAbsent(key) {
                context.assets.open("rules/$key").readBytes()
            }
            return JsonBuffer(bytes)
        }
    }
    return ZenEngine(loader, null)
}

Internal storage

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import java.io.File
import java.util.concurrent.ConcurrentHashMap

val cache = ConcurrentHashMap<String, ByteArray>()

fun createEngine(context: Context): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            val bytes = cache.computeIfAbsent(key) {
                File(context.filesDir, "rules/$key").readBytes()
            }
            return JsonBuffer(bytes)
        }
    }
    return ZenEngine(loader, null)
}

Firebase Remote Config

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import com.google.firebase.remoteconfig.FirebaseRemoteConfig
import java.util.concurrent.ConcurrentHashMap

val remoteConfig = FirebaseRemoteConfig.getInstance()
val cache = ConcurrentHashMap<String, ByteArray>()

fun createEngine(): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            val bytes = cache.computeIfAbsent(key) {
                remoteConfig.getString("decision_$key").toByteArray()
            }
            return JsonBuffer(bytes)
        }
    }
    return ZenEngine(loader, null)
}

Remote URL with caching

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import okhttp3.OkHttpClient
import okhttp3.Request
import java.io.File
import java.util.concurrent.ConcurrentHashMap

val client = OkHttpClient()
val cache = ConcurrentHashMap<String, ByteArray>()

fun createEngine(context: Context): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            val bytes = cache.computeIfAbsent(key) {
                val cacheFile = File(context.cacheDir, "rules/$key")

                if (cacheFile.exists()) {
                    cacheFile.readBytes()
                } else {
                    val request = Request.Builder()
                        .url("https://api.example.com/rules/$key")
                        .build()
                    val responseBytes = client.newCall(request).execute().body!!.bytes()
                    cacheFile.parentFile?.mkdirs()
                    cacheFile.writeBytes(responseBytes)
                    responseBytes
                }
            }
            return JsonBuffer(bytes)
        }
    }
    return ZenEngine(loader, null)
}

Remote URL with zip

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import okhttp3.OkHttpClient
import okhttp3.Request
import java.io.File
import java.util.zip.ZipInputStream
import java.io.ByteArrayInputStream

val client = OkHttpClient()
val rules = mutableMapOf<String, ByteArray>()

fun initializeRules(context: Context) {
    val cacheFile = File(context.cacheDir, "decisions.zip")

    val zipBytes = if (cacheFile.exists()) {
        cacheFile.readBytes()
    } else {
        val request = Request.Builder()
            .url("https://api.example.com/decisions.zip")
            .build()
        val responseBytes = client.newCall(request).execute().body!!.bytes()
        cacheFile.parentFile?.mkdirs()
        cacheFile.writeBytes(responseBytes)
        responseBytes
    }

    // Extract all decisions from zip
    ZipInputStream(ByteArrayInputStream(zipBytes)).use { zis ->
        var entry = zis.nextEntry
        while (entry != null) {
            if (!entry.isDirectory) {
                rules[entry.name] = zis.readBytes()
            }
            entry = zis.nextEntry
        }
    }
}

fun createEngine(): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            return rules[key]?.let { JsonBuffer(it) }
        }
    }
    return ZenEngine(loader, null)
}

Firebase Storage with zip

import io.gorules.zen_engine.kotlin.ZenEngine
import io.gorules.zen_engine.kotlin.ZenDecisionLoaderCallback
import io.gorules.zen_engine.kotlin.JsonBuffer
import com.google.firebase.storage.FirebaseStorage
import java.io.File
import java.util.zip.ZipInputStream
import java.io.ByteArrayInputStream
import kotlinx.coroutines.tasks.await

val storage = FirebaseStorage.getInstance()
val rules = mutableMapOf<String, ByteArray>()

suspend fun initializeRules(context: Context) {
    val cacheFile = File(context.cacheDir, "decisions.zip")

    val zipBytes = if (cacheFile.exists()) {
        cacheFile.readBytes()
    } else {
        // Download from Firebase Storage
        val ref = storage.reference.child("decisions.zip")
        val maxSize: Long = 10 * 1024 * 1024 // 10MB max
        val bytes = ref.getBytes(maxSize).await()
        cacheFile.parentFile?.mkdirs()
        cacheFile.writeBytes(bytes)
        bytes
    }

    // Extract all decisions from zip
    ZipInputStream(ByteArrayInputStream(zipBytes)).use { zis ->
        var entry = zis.nextEntry
        while (entry != null) {
            if (!entry.isDirectory) {
                rules[entry.name] = zis.readBytes()
            }
            entry = zis.nextEntry
        }
    }
}

fun createEngine(): ZenEngine {
    val loader = object : ZenDecisionLoaderCallback {
        override suspend fun load(key: String): JsonBuffer? {
            return rules[key]?.let { JsonBuffer(it) }
        }
    }
    return ZenEngine(loader, null)
}

Coroutines

Evaluation functions are suspend functions, integrating natively with Kotlin coroutines:

import kotlinx.coroutines.*

lifecycleScope.launch {
    val results = inputs.map { input ->
        async(Dispatchers.Default) {
            decision.evaluate(JsonBuffer(input), null)
        }
    }.awaitAll()

    results.forEach { Log.d("ZenEngine", it.result.toString()) }
}

Error handling

import io.gorules.zen_engine.kotlin.ZenException

try {
    val response = decision.evaluate(input, null)
    Log.d("ZenEngine", response.result.toString())
} catch (e: ZenException) {
    Log.e("ZenEngine", "Evaluation failed: ${e.message}")
}

Tracing

Enable tracing to inspect decision execution:

import io.gorules.zen_engine.kotlin.ZenEvaluateOptions

val options = ZenEvaluateOptions(trace = true, maxDepth = null)

val response = decision.evaluate(input, options)

Log.d("ZenEngine", "Trace: ${response.trace}")
Log.d("ZenEngine", "Performance: ${response.performance}")

Expression utilities

Evaluate ZEN expressions outside of a decision context:

import io.gorules.zen_engine.kotlin.evaluateExpression
import io.gorules.zen_engine.kotlin.evaluateUnaryExpression
import io.gorules.zen_engine.kotlin.JsonBuffer

// Standard expressions
val result = evaluateExpression("a + b", JsonBuffer("""{ "a": 5, "b": 3 }"""))
// => 8

val total = evaluateExpression("sum(items)", JsonBuffer("""{ "items": [1, 2, 3, 4] }"""))
// => 10

// Unary expressions (comparison against $)
val isValid = evaluateUnaryExpression(">= 5", JsonBuffer("""{ "$": 10 }"""))
// => true

val inList = evaluateUnaryExpression("'US', 'CA', 'MX'", JsonBuffer("""{ "$": "US" }"""))
// => true

Performance note

The Android bindings use JNA (Java Native Access) for interoperability with the native Rust engine. This introduces some overhead compared to native Rust or direct bindings. We plan to revisit this when the FFM (Foreign Function & Memory) API becomes more widely adopted.

Best practices

Use .use {} for resource management. ZenEngine implements AutoCloseable to release native resources.

ZenEngine(null, null).use { engine ->
    // use engine
}

Initialize the engine once. Create a single ZenEngine instance at application startup and reuse it for all evaluations. Cache decisions persistently. Use internal storage or SharedPreferences to cache downloaded decisions for offline use. Evaluate on background threads. Use Dispatchers.Default or Dispatchers.IO to avoid blocking the main thread. Bundle fallback decisions. Include decisions in assets as fallback for first launch or network failures.

Overview

AI & Tools

Deployment

Platform Guides

SDKs

Big Data

JDM

Installation

Basic usage

Loader

Assets

Internal storage

Firebase Remote Config

Remote URL with caching

Remote URL with zip

Firebase Storage with zip

Coroutines

Error handling

Tracing

Expression utilities

Performance note

Best practices

​Installation

​Basic usage

​Loader

​Assets

​Internal storage

​Firebase Remote Config

​Remote URL with caching

​Remote URL with zip

​Firebase Storage with zip

​Coroutines

​Error handling

​Tracing

​Expression utilities

​Performance note

​Best practices

Installation

Basic usage

Loader

Assets

Internal storage

Firebase Remote Config

Remote URL with caching

Remote URL with zip

Firebase Storage with zip

Coroutines

Error handling

Tracing

Expression utilities

Performance note

Best practices