bump version and use Docker

.gitignore

@@ -24,4 +24,5 @@ htmlcov/
 .coverage.*
 *,cover
 venv
-*_cache.json
+*_cache.json
+dist/

Dockerfile

@@ -0,0 +1,32 @@
+FROM node:20-slim as builder
+
+RUN apt-get update && apt-get install -y \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /code
+COPY ./frontend /code/frontend
+WORKDIR /code/frontend
+RUN npm ci
+RUN npm run build
+
+FROM python:3.11
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+RUN useradd -m -u 1000 user
+USER user
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH \
+    PYTHONPATH=$HOME/app \
+    PYTHONUNBUFFERED=1 
+
+WORKDIR $HOME/app
+
+COPY --chown=user . $HOME/app
+COPY --chown=user --from=builder /code/frontend/dist $HOME/app/dist
+
+CMD ["python", "app.py"]

Makefile

@@ -1,5 +1,3 @@
-install-node:
-	./install-node.sh
 build-client:
 	cd client && npm install && npm run build && pwd && rm -r ../static && cp -r dist/ ../static/
 build-client-dev:

README.md

@@ -1,10 +1,10 @@
 ---
-title: NYTimes Homepage Sentiment Analysis 
+title: NYTimes Homepage Sentiment Analysis
 emoji: 📰
 colorFrom: red
 colorTo: green
-sdk: gradio
-app_file: main.py
+sdk: docker
+app_port: 7860
 pinned: false
 ---
 
@@ -25,4 +25,3 @@ Because the Spaces run a python application, see [`app_file`](https://huggingfa
 #### SvelteKit Node Adapter?
 
 SvelteKit eventually can be used as our primary web application with [`@sveltejs/adapter-node`](https://github.com/sveltejs/kit/tree/master/packages/adapter-node) adaptor and Flask the API application with your ML project. However, there is an unsolved issue to enable [dynamic basepath](https://github.com/sveltejs/kit/issues/595), which blocks the possibility to embedded deployment or using a relative path.
-

app.py

@@ -7,23 +7,25 @@ import feedparser
 import json
 from dateutil import parser
 import re
+
 load_dotenv()
 # Load Setiment Classifier
 sentiment_analysis = pipeline(
-    "sentiment-analysis", model="siebert/sentiment-roberta-large-english")
-app = Flask(__name__, static_url_path='/static')
+    "sentiment-analysis", model="siebert/sentiment-roberta-large-english"
+)
+app = Flask(__name__, static_url_path="", static_folder="dist")
 
 CORS(app)
 
 
-@app.route('/')
+@app.route("/")
 def index():
-    return app.send_static_file('index.html')
+    return app.send_static_file("index.html")
 
 
-@app.route('/news')
+@app.route("/api/news")
 def get_news():
-    feed_url = request.args.get('feed_url')
+    feed_url = request.args.get("feed_url")
     # check if string is a valid
 
     # file name for cache
@@ -32,30 +34,39 @@ def get_news():
     feed_entries = get_feed(feed_url)
     # filter only titles for sentiment analysis
     try:
-        with open(f'{file_name}_cache.json') as file:
+        with open(f"{file_name}_cache.json") as file:
             cache = json.load(file)
     except:
         cache = {}
 
     # if new homepage is newer than cache, update cache and return
-    print("new date", feed_entries['last_update'])
-    print("old date", cache['last_update']
-          if 'last_update' in cache else "None")
-    if not cache or parser.parse(feed_entries['last_update']) > parser.parse(cache['last_update']):
+    print("new date", feed_entries["last_update"])
+    print("old date", cache["last_update"] if "last_update" in cache else "None")
+    if not cache or parser.parse(feed_entries["last_update"]) > parser.parse(
+        cache["last_update"]
+    ):
         print("Updating cache with new preditions")
-        titles = [entry['title'] for entry in feed_entries['entries']]
+        titles = [entry["title"] for entry in feed_entries["entries"]]
         # run sentiment analysis on titles
         predictions = [sentiment_analysis(sentence) for sentence in titles]
         # parse Negative and Positive, normalize to -1 to 1
-        predictions = [-prediction[0]['score'] if prediction[0]['label'] ==
-                       'NEGATIVE' else prediction[0]['score'] for prediction in predictions]
+        predictions = [
+            -prediction[0]["score"]
+            if prediction[0]["label"] == "NEGATIVE"
+            else prediction[0]["score"]
+            for prediction in predictions
+        ]
         # merge rss data with predictions
-        entries_predicitons = [{**entry, 'sentiment': prediction}
-                               for entry, prediction in zip(feed_entries['entries'], predictions)]
-        output = {'entries': entries_predicitons,
-                  'last_update': feed_entries['last_update']}
+        entries_predicitons = [
+            {**entry, "sentiment": prediction}
+            for entry, prediction in zip(feed_entries["entries"], predictions)
+        ]
+        output = {
+            "entries": entries_predicitons,
+            "last_update": feed_entries["last_update"],
+        }
         # update last precitions cache
-        with open(f'{file_name}_cache.json', 'w') as file:
+        with open(f"{file_name}_cache.json", "w") as file:
             json.dump(output, file)
         # send back json
         return jsonify(output)
@@ -64,32 +75,38 @@ def get_news():
         return jsonify(cache)
 
 
-@ app.route('/predict', methods=['POST'])
+@app.route("/api/predict", methods=["POST"])
 def predict():
     # get data from POST
-    if request.method == 'POST':
+    if request.method == "POST":
         # get current news
         # get post body data
         data = request.get_json()
-        if data.get('sentences') is None:
-            return jsonify({'error': 'No text provided'})
+        if data.get("sentences") is None:
+            return jsonify({"error": "No text provided"})
         # get post expeceted to be under {'sentences': ['text': '...']}
-        sentences = data.get('sentences')
+        sentences = data.get("sentences")
         # prencit sentiments
         predictions = [sentiment_analysis(sentence) for sentence in sentences]
         # parse Negative and Positive, normalize to -1 to 1
-        predictions = [-prediction[0]['score'] if prediction[0]['label'] ==
-                       'NEGATIVE' else prediction[0]['score'] for prediction in predictions]
-        output = [dict(sentence=sentence, sentiment=prediction)
-                  for sentence, prediction in zip(sentences, predictions)]
+        predictions = [
+            -prediction[0]["score"]
+            if prediction[0]["label"] == "NEGATIVE"
+            else prediction[0]["score"]
+            for prediction in predictions
+        ]
+        output = [
+            dict(sentence=sentence, sentiment=prediction)
+            for sentence, prediction in zip(sentences, predictions)
+        ]
         # send back json
         return jsonify(output)
 
 
 def get_feed(feed_url):
     feed = feedparser.parse(feed_url)
-    return {'entries': feed['entries'], 'last_update': feed["feed"]['updated']}
+    return {"entries": feed["entries"], "last_update": feed["feed"]["updated"]}
 
 
-if __name__ == '__main__':
-    app.run(host='0.0.0.0',  port=int(os.environ.get('PORT', 7860)))
+if __name__ == "__main__":
+    app.run(host="0.0.0.0", port=int(os.environ.get("PORT", 7860)))

client/.eslintrc.cjs

@@ -1,15 +0,0 @@
-module.exports = {
-	root: true,
-	extends: ['eslint:recommended', 'prettier'],
-	plugins: ['svelte3'],
-	overrides: [{ files: ['*.svelte'], processor: 'svelte3/svelte3' }],
-	parserOptions: {
-		sourceType: 'module',
-		ecmaVersion: 2020
-	},
-	env: {
-		browser: true,
-		es2017: true,
-		node: true
-	}
-};

client/.gitignore

@@ -1,8 +0,0 @@
-.DS_Store
-node_modules
-/build
-/.svelte-kit
-/package
-.env
-.env.*
-!.env.example

client/.npmrc

@@ -1 +0,0 @@
-engine-strict=true

client/.prettierrc

@@ -1,6 +0,0 @@
-{
-	"useTabs": true,
-	"singleQuote": true,
-	"trailingComma": "none",
-	"printWidth": 100
-}

client/README.md

@@ -1,40 +0,0 @@
-# create-svelte
-
-Everything you need to build a Svelte project, powered by [`create-svelte`](https://github.com/sveltejs/kit/tree/master/packages/create-svelte).
-
-## Creating a project
-
-If you're seeing this, you've probably already done this step. Congrats!
-
-```bash
-# create a new project in the current directory
-npm init svelte@next
-
-# create a new project in my-app
-npm init svelte@next my-app
-```
-
-> Note: the `@next` is temporary
-
-## Developing
-
-Once you've created a project and installed dependencies with `npm install` (or `pnpm install` or `yarn`), start a development server:
-
-```bash
-npm run dev
-
-# or start the server and open the app in a new browser tab
-npm run dev -- --open
-```
-
-## Building
-
-To create a production version of your app:
-
-```bash
-npm run build
-```
-
-You can preview the production build with `npm run preview`.
-
-> To deploy your app, you may need to install an [adapter](https://kit.svelte.dev/docs/adapters) for your target environment.

client/jsconfig.json

@@ -1,10 +0,0 @@
-{
-	"compilerOptions": {
-		"baseUrl": ".",
-		"paths": {
-			"$lib": ["src/lib"],
-			"$lib/*": ["src/lib/*"]
-		}
-	},
-	"include": ["src/**/*.d.ts", "src/**/*.js", "src/**/*.svelte"]
-}

client/package.json

@@ -1,27 +0,0 @@
-{
-	"name": "client",
-	"version": "0.0.1",
-	"scripts": {
-		"dev": "svelte-kit dev",
-		"build": "svelte-kit build",
-		"package": "svelte-kit package",
-		"preview": "svelte-kit preview",
-		"lint": "prettier --ignore-path .gitignore --check --plugin-search-dir=. . && eslint --ignore-path .gitignore .",
-		"format": "prettier --ignore-path .gitignore --write --plugin-search-dir=. ."
-	},
-	"devDependencies": {
-		"@sveltejs/adapter-static": "^1.0.0-next.28",
-		"@sveltejs/kit": "next",
-		"@tailwindcss/typography": "^0.5.2",
-		"autoprefixer": "^10.4.2",
-		"eslint": "^7.32.0",
-		"eslint-config-prettier": "^8.3.0",
-		"eslint-plugin-svelte3": "^3.2.1",
-		"postcss": "^8.4.6",
-		"prettier": "^2.4.1",
-		"prettier-plugin-svelte": "^2.4.0",
-		"svelte": "^3.44.0",
-		"tailwindcss": "^3.0.22"
-	},
-	"type": "module"
-}

client/src/routes/__layout.svelte

@@ -1,5 +0,0 @@
-<script>
-    import "../app.css";
-  </script>
-  
-  <slot />

client/svelte.config.js

@@ -1,23 +0,0 @@
-import adapter from '@sveltejs/adapter-static'
-const dev = process.env.NODE_ENV === 'development';
-
-/** @type {import('@sveltejs/kit').Config} */
-const config = {
-	kit: {
-		vite: {
-			server: { fs: "allow" },
-		},
-		paths: {
-			base: '/static'
-		},
-		appDir: '_app',
-		adapter: adapter({
-			pages: 'dist',
-			assets: 'dist',
-			fallback: null,
-			precompress: false
-		})
-	}
-};
-
-export default config;

frontend/.gitignore

@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?

frontend/README.md

@@ -0,0 +1,47 @@
+# Svelte + Vite
+
+This template should help get you started developing with Svelte in Vite.
+
+## Recommended IDE Setup
+
+[VS Code](https://code.visualstudio.com/) + [Svelte](https://marketplace.visualstudio.com/items?itemName=svelte.svelte-vscode).
+
+## Need an official Svelte framework?
+
+Check out [SvelteKit](https://github.com/sveltejs/kit#readme), which is also powered by Vite. Deploy anywhere with its serverless-first approach and adapt to various platforms, with out of the box support for TypeScript, SCSS, and Less, and easily-added support for mdsvex, GraphQL, PostCSS, Tailwind CSS, and more.
+
+## Technical considerations
+
+**Why use this over SvelteKit?**
+
+- It brings its own routing solution which might not be preferable for some users.
+- It is first and foremost a framework that just happens to use Vite under the hood, not a Vite app.
+
+This template contains as little as possible to get started with Vite + Svelte, while taking into account the developer experience with regards to HMR and intellisense. It demonstrates capabilities on par with the other `create-vite` templates and is a good starting point for beginners dipping their toes into a Vite + Svelte project.
+
+Should you later need the extended capabilities and extensibility provided by SvelteKit, the template has been structured similarly to SvelteKit so that it is easy to migrate.
+
+**Why `global.d.ts` instead of `compilerOptions.types` inside `jsconfig.json` or `tsconfig.json`?**
+
+Setting `compilerOptions.types` shuts out all other types not explicitly listed in the configuration. Using triple-slash references keeps the default TypeScript setting of accepting type information from the entire workspace, while also adding `svelte` and `vite/client` type information.
+
+**Why include `.vscode/extensions.json`?**
+
+Other templates indirectly recommend extensions via the README, but this file allows VS Code to prompt the user to install the recommended extension upon opening the project.
+
+**Why enable `checkJs` in the JS template?**
+
+It is likely that most cases of changing variable types in runtime are likely to be accidental, rather than deliberate. This provides advanced typechecking out of the box. Should you like to take advantage of the dynamically-typed nature of JavaScript, it is trivial to change the configuration.
+
+**Why is HMR not preserving my local component state?**
+
+HMR state preservation comes with a number of gotchas! It has been disabled by default in both `svelte-hmr` and `@sveltejs/vite-plugin-svelte` due to its often surprising behavior. You can read the details [here](https://github.com/sveltejs/svelte-hmr/tree/master/packages/svelte-hmr#preservation-of-local-state).
+
+If you have state that's important to retain within a component, consider creating an external store which would not be replaced by HMR.
+
+```js
+// store.js
+// An extremely simple external store
+import { writable } from 'svelte/store'
+export default writable(0)
+```

client/src/app.html → frontend/index.html

@@ -1,15 +1,14 @@
 <!DOCTYPE html>
 <html lang="en">
 	<head>
-		<base href="" />
-		<meta charset="utf-8" />
-		<meta name="description" content="" />
-		<link rel="icon" href="%svelte.assets%/favicon.png" />
-		<meta name="viewport" content="width=device-width, initial-scale=1" />
-		%svelte.head%
+		<meta charset="UTF-8" />
+		<link rel="icon" type="image/svg+xml" href="/vite.svg" />
+		<meta name="viewport" content="width=device-width, initial-scale=1.0" />
 		<script src="https://cdnjs.cloudflare.com/ajax/libs/iframe-resizer/4.3.1/iframeResizer.contentWindow.min.js"></script>
+		<title>New York Times Sentiment Analysis</title>
 	</head>
 	<body>
-		<div>%svelte.body%</div>
+		<div id="app"></div>
+		<script type="module" src="/src/main.js"></script>
 	</body>
 </html>

frontend/jsconfig.json

@@ -0,0 +1,32 @@
+{
+  "compilerOptions": {
+    "moduleResolution": "bundler",
+    "target": "ESNext",
+    "module": "ESNext",
+    /**
+     * svelte-preprocess cannot figure out whether you have
+     * a value or a type, so tell TypeScript to enforce using
+     * `import type` instead of `import` for Types.
+     */
+    "verbatimModuleSyntax": true,
+    "isolatedModules": true,
+    "resolveJsonModule": true,
+    /**
+     * To have warnings / errors of the Svelte compiler at the
+     * correct position, enable source maps by default.
+     */
+    "sourceMap": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    /**
+     * Typecheck JS in `.svelte` and `.js` files by default.
+     * Disable this if you'd like to use dynamic types.
+     */
+    "checkJs": true
+  },
+  /**
+   * Use global.d.ts instead of compilerOptions.types
+   * to avoid limiting type declarations.
+   */
+  "include": ["src/**/*.d.ts", "src/**/*.js", "src/**/*.svelte"]
+}

frontend/package-lock.json

@@ -0,0 +1,2520 @@
+{
+  "name": "frontend",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "frontend",
+      "version": "0.0.0",
+      "devDependencies": {
+        "@sveltejs/vite-plugin-svelte": "^3.0.2",
+        "@tailwindcss/typography": "^0.5.10",
+        "autoprefixer": "^10.4.17",
+        "postcss": "^8.4.35",
+        "svelte": "^4.2.10",
+        "tailwindcss": "^3.4.1",
+        "vite": "^5.1.0"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@ampproject/remapping": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
+      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
+      "dev": true,
+      "dependencies": {
+        "@jridgewell/gen-mapping": "^0.3.0",
+        "@jridgewell/trace-mapping": "^0.3.9"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@esbuild/aix-ppc64": {
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+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "optional": true,
+      "os": [
+        "aix"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/@esbuild/android-arm": {
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+      ],
+      "dev": true,
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+      }
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+      ],
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+      }
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+        "arm64"
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+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "dev": true,
+      "dependencies": {
+        "color-convert": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "dev": true
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dev": true,
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dev": true,
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.3.4",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.4.tgz",
+      "integrity": "sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==",
+      "dev": true,
+      "engines": {
+        "node": ">= 14"
+      }
+    }
+  }
+}

frontend/package.json

@@ -0,0 +1,20 @@
+{
+  "name": "frontend",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "vite build",
+    "preview": "vite preview"
+  },
+  "devDependencies": {
+    "@sveltejs/vite-plugin-svelte": "^3.0.2",
+    "@tailwindcss/typography": "^0.5.10",
+    "autoprefixer": "^10.4.17",
+    "postcss": "^8.4.35",
+    "svelte": "^4.2.10",
+    "tailwindcss": "^3.4.1",
+    "vite": "^5.1.0"
+  }
+}

client/postcss.config.cjs → frontend/postcss.config.js

@@ -1,4 +1,4 @@
-module.exports = {
+export default {
   plugins: {
     tailwindcss: {},
     autoprefixer: {},

client/src/routes/index.svelte → frontend/src/App.svelte

@@ -1,5 +1,5 @@
 <script>
-	import NewsBlock from '../components/NewsBlock.svelte';
+	import NewsBlock from './components/NewsBlock.svelte';
 	let feeds = [
 		{
 			label: 'NYTimes',
@@ -37,10 +37,10 @@
 	async function fecthPredictions(feedUrl) {
 		console.log(feedUrl);
 		try {
-			predictions = await fetch(`news?feed_url=${feedUrl}`).then((d) => d.json());
+			predictions = await fetch(`/api/news?feed_url=${feedUrl}`).then((d) => d.json());
 		} catch (e) {
 			// hack to develop locally without having to run the server
-			predictions = await fetch('static/test.json').then((d) => d.json());
+			predictions = await fetch('test.json').then((d) => d.json());
 		}
 		lastUpdate = new Date(predictions.last_update);
 		predictions = predictions.entries.sort((a, b) => b.sentiment - a.sentiment);
@@ -108,8 +108,8 @@
 				>Node script</a
 			>
 
-			install node LTS and create symbolic links to <code>/home/user/.local/bin/</code> as it seems like
-			we don't have permission to update <code>$PATH</code> env
+			install node LTS and create symbolic links to <code>/home/user/.local/bin/</code> as it seems
+			like we don't have permission to update <code>$PATH</code> env
 		</p>
 		<h4>main.py</h4>
 		<p class="max-w-prose leading-normal">
@@ -141,8 +141,9 @@
 				href="https://github.com/sveltejs/kit/tree/master/packages/adapter-node"
 			>
 				<code>@sveltejs/adapter-node</code></a
-			> adaptor and Flask the API application with your ML project. However, there is an unsolved
-			issue to enable
+			>
+			adaptor and Flask the API application with your ML project. However, there is an unsolved issue
+			to enable
 			<a
 				href="https://github.com/sveltejs/kit/issues/595"
 				class="text-blue-500 underline hover:no-underline"

{client → frontend}/src/app.css

@@ -1,3 +1,3 @@
 @tailwind base;
 @tailwind components;
-@tailwind utilities;
+@tailwind utilities;

frontend/src/lib/Counter.svelte

@@ -0,0 +1,10 @@
+<script>
+  let count = 0
+  const increment = () => {
+    count += 1
+  }
+</script>
+
+<button on:click={increment}>
+  count is {count}
+</button>

frontend/src/main.js

@@ -0,0 +1,8 @@
+import './app.css'
+import App from './App.svelte'
+
+const app = new App({
+  target: document.getElementById('app'),
+})
+
+export default app

frontend/src/vite-env.d.ts

@@ -0,0 +1,2 @@
+/// <reference types="svelte" />
+/// <reference types="vite/client" />

frontend/svelte.config.js

@@ -0,0 +1,7 @@
+import { vitePreprocess } from '@sveltejs/vite-plugin-svelte'
+
+export default {
+  // Consult https://svelte.dev/docs#compile-time-svelte-preprocess
+  // for more information about preprocessors
+  preprocess: vitePreprocess(),
+}

client/tailwind.config.cjs → frontend/tailwind.config.js

@@ -1,5 +1,9 @@
-module.exports = {
-  content: ['./src/**/*.{html,js,svelte,ts}'],
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: [
+    "./index.html",
+    "./src/**/*.{svelte,js,ts,jsx,tsx}",
+  ],
   theme: {
     extend: {
       typography: {
@@ -17,4 +21,4 @@ module.exports = {
     },
   },
   plugins: [require('@tailwindcss/typography')]
-};
+}

frontend/vite.config.js

@@ -0,0 +1,12 @@
+import { defineConfig } from 'vite'
+import { svelte } from '@sveltejs/vite-plugin-svelte'
+
+// https://vitejs.dev/config/
+export default defineConfig({
+  plugins: [svelte()],
+  server: {
+    proxy: {
+      '/api': 'http://127.0.0.1:7860',
+    }
+  }
+})

install-node.sh

@@ -1,10 +0,0 @@
-curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.1/install.sh | bash
-export NVM_DIR="$([ -z "${XDG_CONFIG_HOME-}" ] && printf %s "${HOME}/.nvm" || printf %s "${XDG_CONFIG_HOME}/nvm")"
-[ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh"
-nvm install --lts
-node --version
-npm --version
-which node
-which npm
-command ln -s "$NVM_BIN/node" /home/user/.local/bin/node
-command ln -s "$NVM_BIN/npm" /home/user/.local/bin/npm

main.py

@@ -1,3 +0,0 @@
-import subprocess
-
-subprocess.run(["make", "build-all"], shell=False)

requirements.txt

@@ -1,7 +1,7 @@
-feedparser==6.0.8
-Flask==2.0.3
-flask_cors==3.0.10
-python-dotenv==0.19.2
+feedparser==6.0.11
+Flask==3.0.2
+flask_cors==4.0.0
+python-dotenv==1.0.1
 python_dateutil==2.8.2
-transformers==4.16.2
-torch
+transformers==4.37.2
+torch==2.2.0

static/_app/assets/pages/__layout.svelte-298a4fd5.css

@@ -1 +0,0 @@
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New,monospace;font-size:1em}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}table{text-indent:0;border-color:inherit;border-collapse:collapse}button,input,optgroup,select,textarea{font-family:inherit;font-size:100%;line-height:inherit;color:inherit;margin:0;padding:0}button,select{text-transform:none}button,[type=button],[type=reset],[type=submit]{-webkit-appearance:button;background-color:transparent;background-image:none}:-moz-focusring{outline:auto}:-moz-ui-invalid{box-shadow:none}progress{vertical-align:baseline}::-webkit-inner-spin-button,::-webkit-outer-spin-button{height:auto}[type=search]{-webkit-appearance:textfield;outline-offset:-2px}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-file-upload-button{-webkit-appearance:button;font:inherit}summary{display:list-item}blockquote,dl,dd,h1,h2,h3,h4,h5,h6,hr,figure,p,pre{margin:0}fieldset{margin:0;padding:0}legend{padding:0}ol,ul,menu{list-style:none;margin:0;padding:0}textarea{resize:vertical}input::-moz-placeholder,textarea::-moz-placeholder{opacity:1;color:#9ca3af}input:-ms-input-placeholder,textarea:-ms-input-placeholder{opacity:1;color:#9ca3af}input::placeholder,textarea::placeholder{opacity:1;color:#9ca3af}button,[role=button]{cursor:pointer}:disabled{cursor:default}img,svg,video,canvas,audio,iframe,embed,object{display:block;vertical-align:middle}img,video{max-width:100%;height:auto}[hidden]{display:none}*,:before,:after{--tw-translate-x: 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static/_app/chunks/vendor-528a52ee.js

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static/_app/version.json

@@ -1 +0,0 @@
-{"version":"1666722492919"}

static/index.html

@@ -1,91 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-	<head>
-		<base href="" />
-		<meta charset="utf-8" />
-		<meta name="description" content="" />
-		<link rel="icon" href="/static/favicon.png" />
-		<meta name="viewport" content="width=device-width, initial-scale=1" />
-		<meta http-equiv="content-security-policy" content="">
-	<link rel="stylesheet" href="/static/_app/assets/pages/__layout.svelte-298a4fd5.css">
-	<link rel="modulepreload" href="/static/_app/start-ad0dbeae.js">
-	<link rel="modulepreload" href="/static/_app/chunks/vendor-528a52ee.js">
-	<link rel="modulepreload" href="/static/_app/pages/__layout.svelte-483b60b6.js">
-	<link rel="modulepreload" href="/static/_app/pages/index.svelte-a06f0dfd.js">
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-	</head>
-	<body>
-		<div>
-
-
-<article class="prose px-6 py-3 max-w-4xl mx-auto"><h1 class="font-serif mb-0">The New York Times Sentiment Analysis</h1>
-	<h5 class="mt-0 invisible"><b>Last Updated:</b>
-		</h5>
-
-	<p class="py-3 max-w-prose leading-normal">This project is an experiment running sentiment analysis on the current
-		<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://rss.nytimes.com/services/xml/rss/nyt/HomePage.xml">New York Times</a>
-		homepage headlines RSS. It also provides a sorting button to toggle between good and bad news first😛 . It&#39;s built with a
-		<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/tree/main/client">custom SvelveKit front-end
-		</a>
-		, served by a
-		<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/blob/main/app.py">Flask application
-		</a>
-		and using
-		<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/siebert/sentiment-roberta-large-english">transformers pipeline for the sentiment analysis.
-		</a></p>
-	<details><summary class="cursor-pointer">Notes</summary>
-		<h4>Install Node with NVM</h4>
-		<p class="max-w-prose leading-normal">This <a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/blob/main/install-node.sh">Node script</a>
-
-			install node LTS and create symbolic links to <code>/home/user/.local/bin/</code> as it seems like
-			we don&#39;t have permission to update <code>$PATH</code> env
-		</p>
-		<h4>main.py</h4>
-		<p class="max-w-prose leading-normal">Because the Spaces run a python application, see
-			<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/docs/hub/spaces#:~:text=0.88.0%2C%200.89.0%2C%201.0.0.-,app_file,-%3A%20string%0APath%20to"><code>app_file </code></a>
-			on docs. <b>main.py</b> is just a simple python subprocess to run
-			<code>make build-all </code>
-			See
-			<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/blob/main/Makefile"><code>Makefile</code></a></p>
-		<h4>SvelteKit Node Adapter?</h4>
-		<p class="max-w-prose leading-normal">SvelteKit eventually can be used as our primary web application with
-			<a class="text-blue-500 underline hover:no-underline" target="_blank" href="https://github.com/sveltejs/kit/tree/master/packages/adapter-node"><code>@sveltejs/adapter-node</code></a> adaptor and Flask the API application with your ML project. However, there is an unsolved
-			issue to enable
-			<a href="https://github.com/sveltejs/kit/issues/595" class="text-blue-500 underline hover:no-underline">dynamic basepath</a>, which blocks the possibility to embedded deployment or using a relative path.
-		</p></details>
-
-	<p class="max-w-prose leading-normal">You can try other news feeds <select class="inline-block text-xs bg-gray-200 border border-gray-200 text-gray-700 px-0 py-0 rounded leading-tight focus:outline-none focus:bg-white focus:border-gray-500"><option value="https://rss.nytimes.com/services/xml/rss/nyt/HomePage.xml">NYTimes</option><option value="https://www.sfgate.com/bayarea/feed/Bay-Area-News-429.php">SF Gate Bay Area</option><option value="https://feeds.bbci.co.uk/news/rss.xml">BBC News</option><option value="https://www.buzzfeed.com/world.xml">Buzz Feed World</option><option value="https://aljazeera.com/xml/rss/all.xml">Al Jazeera</option><option value="https://hnrss.org/frontpage">Hacker News Front Page</option><option value="https://www.reddit.com/r/worldnews/.rss">Reddit World News</option></select>; however the NYTimes feed comes with more information than the other feeds, such as
-		the thumbnail image, author, and more.
-	</p>
-	<div class="py-4"></div>
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