gyrdym · gyrdym · Aug 19, 2024 · Sep 7, 2024
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+
+## 16.17.13
+- Added Decision Tree web demo using Web Assembly
+
 ## 16.17.12
 - update in README 
     - mention that web is possible

diff --git a/example/wasm/.gitignore b/example/wasm/.gitignore
@@ -0,0 +1,3 @@
+# https://dart.dev/guides/libraries/private-files
+# Created by `dart pub`
+.dart_tool/
diff --git a/example/wasm/CHANGELOG.md b/example/wasm/CHANGELOG.md
@@ -0,0 +1,3 @@
+## 1.0.0
+
+- Initial version.
diff --git a/example/wasm/README.md b/example/wasm/README.md
@@ -0,0 +1,26 @@
+# wasm (dart)
+
+A simple demo for [ml_algo](https://pub.dev/packages/ml_algo)
+Decision tree example for predicting an iris' species based on its dimensions.
+This simple js web demo uses Dart Web Assembly support
+
+## building/running
+- Serve the output, example
+
+$ dart pub global activate dhttpd
+$ dart pub global run dhttpd
+
+- Open your browser at : http://localhost:8080/site/index.html
+
+- type flower dimensions and run either using :
+    - a preloaded model (faster) 
+    - training a (small) model on the fly
+
+![screenshot](screenshot.png)
+
+
+- Compile with Wasm to a new site output directory:
+
+$ dart compile wasm web/main.dart -o site/test.wasm
+
+For more details see documentation from https://dart.dev/web/wasm
diff --git a/example/wasm/analysis_options.yaml b/example/wasm/analysis_options.yaml
@@ -0,0 +1,30 @@
+# This file configures the static analysis results for your project (errors,
+# warnings, and lints).
+#
+# This enables the 'recommended' set of lints from `package:lints`.
+# This set helps identify many issues that may lead to problems when running
+# or consuming Dart code, and enforces writing Dart using a single, idiomatic
+# style and format.
+#
+# If you want a smaller set of lints you can change this to specify
+# 'package:lints/core.yaml'. These are just the most critical lints
+# (the recommended set includes the core lints).
+# The core lints are also what is used by pub.dev for scoring packages.
+
+include: package:lints/recommended.yaml
+
+# Uncomment the following section to specify additional rules.
+
+# linter:
+#   rules:
+#     - camel_case_types
+
+# analyzer:
+#   exclude:
+#     - path/to/excluded/files/**
+
+# For more information about the core and recommended set of lints, see
+# https://dart.dev/go/core-lints
+
+# For additional information about configuring this file, see
+# https://dart.dev/guides/language/analysis-options
diff --git a/example/wasm/pubspec.yaml b/example/wasm/pubspec.yaml
@@ -0,0 +1,19 @@
+name: wasm
+description: An absolute bare-bones web app.
+version: 1.0.0
+# repository: https://github.com/my_org/my_repo
+
+environment:
+  sdk: ^3.5.0
+
+# Add regular dependencies here.
+dependencies:
+  web: ^0.5.1
+  ml_algo: ^16.17.11
+  ml_dataframe: ^1.6.0
+  ml_preprocessing: ^7.0.2
+
+dev_dependencies:
+  build_runner: ^2.4.8
+  build_web_compilers: ^4.0.9
+  lints: ^4.0.0
diff --git a/example/wasm/screenshot.png b/example/wasm/screenshot.png
diff --git a/example/wasm/site/index.html b/example/wasm/site/index.html
@@ -0,0 +1,63 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <title>Test ml dart wasm</title>
+  <link rel="preload" href="/site/test.wasm" as="fetch" crossorigin>
+</head>
+<body>
+  <h1>What iris is this ?</h1>
+  <h2>
+    <form onsubmit="return getValue('commands')">
+      SepalLengthCm: <input type="number" name="int1" id="int1"><br />
+      SepalWidthCm: <input type="number" name="int2" id="int2"><br />
+      PetalLengthCm: <input type="number" name="int3" id="int3"><br />
+      PetalWidthCm: <input type="number" name="int4" id="int4"><br />
+      <br>
+    </form>
+    <p></p>
+    <div id="decisionTreeLoaded_output">decisionTreeLoaded: Not run yet.</div>
+    <div id="decisionTreeFull">decisionTreeFull: Not run yet.</div>
+  </h2>
+  <script type="module">
+    const dartModulePromise = WebAssembly.compileStreaming(fetch('/site/test.wasm'));
+    const imports = {};
+    let dart2wasm_runtime = await import('/site/test.mjs');
+    let moduleInstance =
+      await dart2wasm_runtime.instantiate(dartModulePromise, imports);
+    dart2wasm_runtime.invoke(moduleInstance);
+  </script>
+  <script>
+    function testDecisionTreePreLoaded() {
+      let int1 = parseInt(document.getElementById('int1').value);
+      let int2 = parseInt(document.getElementById('int2').value);
+      let int3 = parseInt(document.getElementById('int3').value);
+      let int4 = parseInt(document.getElementById('int4').value);
+      console.log(`int1 ${int1}`);
+      if (isNaN(parseInt(int1)) || isNaN(parseInt(int2)) || isNaN(parseInt(int3)) || isNaN(parseInt(int4))) {
+        document.querySelector("#decisionTreeLoaded_output").innerHTML = "decisionTreeLoaded: " + "invalid";
+      } else {
+        const result = foo.decisionTreeLoaded(int1, int2, int3, int4);
+        document.querySelector("#decisionTreeLoaded_output").innerHTML = "decisionTreeLoaded: " + result;
+      }
+    }
+    async function testDecisionTreeFull() {
+      let int1 = parseInt(document.getElementById('int1').value);
+      let int2 = parseInt(document.getElementById('int2').value);
+      let int3 = parseInt(document.getElementById('int3').value);
+      let int4 = parseInt(document.getElementById('int4').value);
+      console.log(`int1 ${int1}`);
+      if (isNaN(parseInt(int1)) || isNaN(parseInt(int2)) || isNaN(parseInt(int3)) || isNaN(parseInt(int4))) {
+        document.querySelector("#decisionTreeFull").innerHTML = "decisionTreeFull: " + "invalid";
+      } else {
+        const result = foo.decisionTreeFull(int1, int2, int3, int4);
+        document.querySelector("#decisionTreeFull").innerHTML = "decisionTreeFull: " + result;
+      }
+    }
+  </script>
+  <div style="display: flex;justify-content: center;">
+    <button onclick="testDecisionTreePreLoaded()" style="margin-right: 10px;">test loading model </button>
+    <button onclick="testDecisionTreeFull()">test decision tree model</button>
+  </div>
+</body>
+
+</html>
diff --git a/example/wasm/site/main.dart.js b/example/wasm/site/main.dart.js
@@ -0,0 +1,21 @@
+(async function () {
+    let dart2wasm_runtime;
+    let moduleInstance;
+    try {
+        const dartModulePromise = WebAssembly.compileStreaming(fetch('main.wasm'));
+        const imports = {};
+        dart2wasm_runtime = await import('./main.mjs');
+        moduleInstance = await dart2wasm_runtime.instantiate(dartModulePromise, imports);
+    } catch (exception) {
+        console.error(`Failed to fetch and instantiate wasm module: ${exception}`);
+        console.error('See https://dart.dev/web/wasm for more information.');
+    }
+
+    if (moduleInstance) {
+        try {
+            await dart2wasm_runtime.invoke(moduleInstance);
+        } catch (exception) {
+            console.error(`Exception while invoking test: ${exception}`);
+        }
+    }
+})();
diff --git a/example/wasm/site/styles.css b/example/wasm/site/styles.css
@@ -0,0 +1,14 @@
+@import url('https://fonts.googleapis.com/css2?family=Roboto&display=swap');
+
+html, body {
+  width: 100%;
+  height: 100%;
+  margin: 0;
+  padding: 0;
+  font-family: 'Roboto', sans-serif;
+}
+
+#output {
+  padding: 20px;
+  text-align: center;
+}