sentiment-analysis-oid

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santanche commited on Sep 5

Commit

47f370d

1 Parent(s): 894bf9a

feat (app): initial setup

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Files changed (18) hide show

.gitignore +1 -0
Dockerfile +13 -0
app/sentiment_analysis.py +16 -0
app/server_sentiment_analysis.py +32 -0
app/static/editor/index.html +66 -0
app/static/editor/js/editor-pg.js +143 -0
app/static/editor/js/editor-rest.js +98 -0
app/static/gallery/cancer-prediction.html +50 -0
app/static/gallery/factory-ai.html +40 -0
app/static/gallery/factory-components.html +21 -0
app/static/gallery/factory-composition.html +33 -0
app/static/templates/dinosaur01.html +5 -0
app/static/templates/dinosaur02.html +4 -0
app/static/templates/dinosaur03.html +7 -0
app/static/templates/ehr.svg +50 -0
app/static/templates/factory.html +16 -0
app/static/templates/news.html +21 -0
requirements.txt +72 -0

.gitignore ADDED Viewed

	@@ -0,0 +1 @@


1	+ __pycache__/

Dockerfile ADDED Viewed

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+FROM python:3.9
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+WORKDIR /app
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+COPY --chown=user ./app /app
+CMD ["uvicorn", "server_sentiment_analysis:app", "--host", "0.0.0.0", "--port", "7860"]

app/sentiment_analysis.py ADDED Viewed

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+from transformers import pipeline
+class SentimentAnalysis:
+    def __init__(self):
+        # Initialize the sentiment analysis pipeline
+        self.pipe = pipeline("text-classification", model="tabularisai/multilingual-sentiment-analysis")
+    def classify(self, text: str):
+        # Use the pipeline to classify the input text
+        result_set = self.pipe(text)
+        result = result_set[0]
+        analysis = result["label"].lower()
+        result["value"] = "positive" if "positive" in analysis \
+            else "negative" if "negative" in analysis \
+            else "neutral"
+        return result

app/server_sentiment_analysis.py ADDED Viewed

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+from fastapi import FastAPI, HTTPException
+from fastapi.responses import RedirectResponse
+from fastapi.middleware.cors import CORSMiddleware
+# Import the SentimentAnalysis class
+from sentiment_analysis import SentimentAnalysis
+app = FastAPI()
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["http://127.0.0.1:5173","http://localhost:5173"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+# Create a global instance of SentimentAnalysis
+classifier = SentimentAnalysis()
+# Redirect root to /docs
+@app.get("/")
+async def redirect_to_docs():
+    return RedirectResponse(url="/docs")
+@app.get("/classify")
+async def classify(text: str):
+    try:
+        result = classifier.classify(text)
+        return result
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e)) from e

app/static/editor/index.html ADDED Viewed

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+<!DOCTYPE html>
+<html>
+<head>
+  <meta charset="utf-8">
+  <title>Playground Editor</title>
+  <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@mundorum/collections@0.3.1/full.min.css">
+  <script type="module" src="/app/static/editor/js/editor-rest.js"></script>
+  <script type="module">
+    import { EditorPg } from '/app/static/editor/js/editor-pg.js'
+    window.editorPg = EditorPg.i
+  </script>
+</head>
+<body onload="editorPg.start()">
+  <oid-sphere assets="https://mundorum.github.io/oid/oid/playground/assets/" stydefault="https://cdn.jsdelivr.net/npm/@mundorum/collections@0.3.1/full.min.css" global></oid-sphere>
+  <div style="width:100%;height:100vh;display:flex;flex-direction:column">
+    <div style="width:100%">
+    <h2>
+      <oid-sphere id="control" stylesheets="https://cdn.jsdelivr.net/npm/@mundorum/collections@0.3.1/"
+                  style="display: flex; align-items: center; gap: 20px;">
+        Playground Editor
+        <file-oid label="Composition" publish="dispatch~file/loaded" style="width:200px"></file-oid>
+        <select id="oid-list" class="btn btn-secondary">
+          <option value="" selected>Select an id</option>
+        </select>
+        <button-oid label="Render" publish="click~control/render"></button-oid>
+        <button-oid label="Code" publish="click~control/code"></button-oid>
+        <button-oid label="Clear" publish="click~control/clear"></button-oid>
+        <button-oid label="Download Code" publish="click~control/download/code"></button-oid>
+        <button-oid label="Download Page" publish="click~control/download/page"></button-oid>
+      </oid-sphere>
+    </h2>
+    </div>
+    <div style="height:100%">
+    <split-pane-oid>
+      <div style="width:100%;height:100%" slot="side-a">
+        <split-pane-oid split="vertical">
+          <div id="pg-tree" slot="side-a"
+               style="width:100%;height:100%;padding:5px;border-style:solid;border-width:1px">
+            <oid-sphere id="control">
+              <graph-oid layout="vh"
+                         subscribe="tree/node~node/add;tree/edge~edge/add;tree/clear~graph/clear"></graph-oid>
+            </oid-sphere>
+          </div>
+          <textarea id="pg-editor" slot="side-b" class="code"
+                    style="width:100%;height:100%"></textarea>
+        </split-pane-oid>
+      </div>
+      <div style="width:100%;height:100%" slot="side-b">
+        <split-pane-oid split="vertical" proportion="75%">
+          <div id="pg-render" slot="side-a"
+               style="width:100%;height:100%;padding:5px;border-style:solid;border-width:1px">
+          </div>
+          <div id="pg-bus" style="width:100%;height:100%" slot="side-b">
+            <oid-sphere id="control">
+              <console-oid class="code" prompt="" subscribe="control/monitor~display">
+              </console-oid>
+            </oid-sphere>
+          </div>
+        </split-pane-oid>
+      </div>
+    </split-pane-oid>
+  </div>
+  </div>
+</body>
+</html>

app/static/editor/js/editor-pg.js ADDED Viewed

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+import './editor-rest.js'
+import { Sphere, Bus } from 'https://cdn.jsdelivr.net/npm/@mundorum/collections@0.3.1/full.js'
+export class EditorPg {
+  start () {
+    this._controlSphere = Sphere.get('control').bus
+    this._controlSphere.subscribe(
+      'file/loaded', this._renderFile.bind(this))
+    this._controlSphere.subscribe(
+      'control/download/code', this._downloadCode.bind(this))
+    this._controlSphere.subscribe(
+      'control/download/page', this._downloadPage.bind(this))
+    this._controlSphere.subscribe(
+      'control/render', this._renderOids.bind(this))
+    this._controlSphere.subscribe(
+      'control/code', this._codeOids.bind(this))
+    this._controlSphere.subscribe(
+      'control/clear', this._clearOids.bind(this))
+    Bus.i.subscribe('#', this._busMonitor.bind(this))
+  }
+  _renderFile (topic, message) {
+    this._template = message.value
+    document.querySelector("#pg-render").innerHTML = this._template
+    this._showTree()
+  }
+  _showTree () {
+    const root = document.querySelector("#pg-render")
+    this._controlSphere.publish('tree/clear')
+    document.querySelector("#oid-list").innerHTML =
+      '<option value="">Select an OID</option>'
+    for (let childId = 1; childId <= root.children.length; childId++)
+      this._buildTree(root.children[childId-1], null, childId)
+  }
+  _buildTree (element, parentId, childId) {
+    const id = (parentId != null) ? `${parentId}.${childId}` : `${childId}`
+    const name = element.nodeName.toLowerCase()
+    // node
+    const node = { id: id,
+                   label: name + (element.id ? `: ${element.id}` : '') }
+    if (!name.endsWith('-oid'))
+      node.format = 'light'
+    this._controlSphere.publish('tree/node', node)
+    if (element.id) {
+      const option = document.createElement('option')
+      option.value = element.id
+      option.text = element.id
+      document.querySelector("#oid-list").appendChild(option)
+    }
+    // edge
+    if (parentId != null) {
+      const edge = { source: parentId,
+                     target: id }
+      this._controlSphere.publish('tree/edge', edge)
+    }
+    for (let childId = 1; childId <= element.children.length; childId++)
+      this._buildTree(element.children[childId-1], id, childId)
+  }
+  _renderOids () {
+    const div = document.createElement('div')
+    div.innerHTML = document.querySelector("#pg-editor").value
+    const selectedOption = document.querySelector("#oid-list").value
+    let base = document.querySelector(
+      (selectedOption === '') ? '#pg-render' : `#${selectedOption}`)
+    if (base instanceof SVGElement) {
+      const foreignObject = document.createElementNS('http://www.w3.org/2000/svg', 'foreignObject')
+      foreignObject.setAttribute('width', '100%')
+      foreignObject.setAttribute('height', '100%')
+      base.appendChild(foreignObject)
+      base = foreignObject
+    }
+    while (div.firstChild)
+      base.appendChild(div.firstChild)
+    this._showTree()
+  }
+  _codeOids () {
+    const selectedOption = document.querySelector("#oid-list").value
+    const base = document.querySelector(
+      (selectedOption === '') ? '#pg-render' : `#${selectedOption}`)
+    document.querySelector("#pg-editor").value = base.innerHTML
+  }
+  _clearOids () {
+    document.querySelector("#pg-render").innerHTML =
+      (this._template != null) ? this._template : ''
+    this._showTree()
+  }
+  _busMonitor (topic, message) {
+    Sphere.get('control').bus.
+      publish('control/monitor', {value: `[${topic}] ${JSON.stringify(message)}`})
+  }
+  _downloadCode () {
+    this._download('code.html', document.querySelector('#pg-render').innerHTML)
+  }
+  _downloadPage () {
+    this._download('page.html',
+                   EditorPg.pageBegin +
+                   document.querySelector('#pg-render').innerHTML +
+                   EditorPg.pageEnd)
+  }
+  _download (fileName, content) {
+    const a = document.createElement('a')
+    a.style.display = 'none'
+    document.body.appendChild(a)
+    a.href = window.URL.createObjectURL(
+      new Blob([content], {type: 'text/plain'}))
+    a.setAttribute('download', fileName)
+    a.click()
+    window.URL.revokeObjectURL(a.href)
+    document.body.removeChild(a)
+  }
+}
+EditorPg.i = new EditorPg()
+EditorPg.pageBegin =
+`<!DOCTYPE html>
+<html>
+<head>
+  <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@mundorum/oid/oid.min.css">
+  <script src="https://cdn.jsdelivr.net/npm/@mundorum/collections/full.min.js"></script>
+</head>
+<body>
+<oid-sphere assets="https://mundorum.github.io/oid/oid/playground/assets/" stydefault="https://cdn.jsdelivr.net/npm/@mundorum/oid/oid.min.css" global></oid-sphere>`
+EditorPg.pageEnd =
+`</body>
+</html>`

app/static/editor/js/editor-rest.js ADDED Viewed

	@@ -0,0 +1,98 @@

+import { Oid } from 'https://cdn.jsdelivr.net/npm/@mundorum/collections@0.3.1/full.js'
+Oid.customize('oid:rest', {
+  cid: 'cancer-predictor',
+  api: {
+    oas: {
+      paths: {
+        'https://santanche-factory-ml.hf.space/train?train_path={train_path}&test_path={test_path}': {
+          'post': {
+            operationId: 'train',
+            parameters: [
+              {name: 'train_path',
+               in: 'path'
+              },
+              {name: 'test_path',
+               in: 'path'
+              }
+            ]
+          }
+        },
+        'https://santanche-factory-ml.hf.space/predict?radius_mean={radius_mean}&texture_mean={texture_mean}&symmetry_mean={symmetry_mean}&fractal_dimension_mean={fractal_dimension_mean}': {
+          'get': {
+            operationId: 'predict',
+            parameters: [
+              {name: 'radius_mean',
+               in: 'path'
+              },
+              {name: 'texture_mean',
+               in: 'path'
+              },
+              {name: 'symmetry_mean',
+               in: 'path'
+              },
+              {name: 'fractal_dimension_mean',
+               in: 'path'
+              }
+            ]
+          }
+        }
+      }
+    }
+  }
+})
+Oid.customize('oid:rest', {
+  cid: 'factory-predictor',
+  api: {
+    oas: {
+      paths: {
+        'https://santanche-factory-ml.hf.space/train': {
+          'post': {
+            operationId: 'train'
+          }
+        },
+        'https://santanche-factory-ml.hf.space/inform_temperature?value={value}': {
+          'post': {
+            operationId: 'temperature',
+            parameters: [
+              {name: 'value',
+               in: 'path'
+              }
+            ]
+          }
+        },
+        'https://santanche-factory-ml.hf.space/inform_pressure?value={value}': {
+          'post': {
+            operationId: 'pressure',
+            parameters: [
+              {name: 'value',
+               in: 'path'
+              }
+            ]
+          }
+        }
+      }
+    }
+  }
+})
+Oid.customize('oid:rest', {
+  cid: 'sentiment-analysis',
+  api: {
+    oas: {
+      paths: {
+        'https://santanche-sentiment-analysis-oid.hf.space/classify?text={title}': {
+          'get': {
+            operationId: 'classify',
+            parameters: [
+              {name: 'title',
+               in: 'path'
+              }
+            ]
+          }
+        }
+      }
+    }
+  }
+})

app/static/gallery/cancer-prediction.html ADDED Viewed

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+<div>
+  <div style="font-size:larger;font-weight: bold">Cancer Prediction</div>
+  <form>
+    <div class="form-group">
+      <label for="train_path">Train path</label>
+      <input type="text" id="train_path" name="train_path" required  value="breast-cancer-wisconsin_train.csv">
+    </div>
+    <div class="form-group">
+      <label for="test_path">Test path</label>
+      <input type="text" id="test_path" name="test_path" required  value="breast-cancer-wisconsin_test.csv">
+    </div>
+    <submit-oid subscribe="form/train/submit~submit" publish="dispatch~form/train/submitted"></submit-oid>
+  </form>
+  <button-oid label="Train" publish="click~form/train/submit"></button-oid>
+  <form>
+    <div class="form-group">
+      <label for="radius_mean">Radius mean</label>
+      <input type="text" id="radius_mean" name="radius_mean" required>
+    </div>
+    <div class="form-group">
+      <label for="texture_mean">Texture mean</label>
+      <input type="text" id="texture_mean" name="texture_mean" required>
+    </div>
+    <div class="form-group">
+      <label for="symmetry_mean">Symmetry mean</label>
+      <input type="text" id="symmetry_mean" name="symmetry_mean" required>
+    </div>
+    <div class="form-group">
+      <label for="fractal_dimension_mean">Fractal dimension mean</label>
+      <input type="text" id="fractal_dimension_mean" name="fractal_dimension_mean" required>
+    </div>
+    <submit-oid subscribe="form/predict/submit~submit" publish="dispatch~form/predict/submitted"></submit-oid>
+  </form>
+  <button-oid label="Submit" publish="click~form/predict/submit"></button-oid>
+  <rest-oid custom="cancer-train"
+            subscribe=""
+            publish="dispatch~result/train/display">
+  </rest-oid>
+  <rest-oid custom="cancer-predictor"
+            subscribe="form/train/submitted~post/train;form/predict/submitted~get/predict"
+            publish="dispatch~result/predict/display">
+  </rest-oid>
+</div>

app/static/gallery/factory-ai.html ADDED Viewed

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+<div style="width: 100%; height: 60%; background-color: lightgrey; text-align: center">
+  <div style="font-size:larger;font-weight: bold">Factory</div>
+  <span id="engine" style="width: 45%; display: inline-block; vertical-align: middle">
+    <image-oid source="assets:images/di-pietro-engine.gif" publish="mouseleave~thermo/low;mouseenter~thermo/medium;click~thermo/high/alert">
+    </image-oid>
+  </span>
+  <span id="cooler" style="width: 45%; display: inline-block; vertical-align: middle">
+    <state-pane-oid initial="off" subscribe="cooler/on~last;cooler/off~first">
+      <image-oid id="off" source="assets:images/evaporative-cooling.png"></image-oid>
+      <image-oid id="on" source="assets:images/evaporative-cooling.gif"></image-oid>
+    </state-pane-oid>
+  </span>
+</div>
+<div style="width: 100%; height: 35%; background-color: grey; text-align: center">
+  <div style="font-size: larger; font-weight: bold;">Control Panel</div>
+  <span id="alert" style="width: 20%; display: inline-block; vertical-align: middle">
+    <state-pane-oid initial="N" subscribe="update/alert~state">
+      <image-oid id="N" source="assets:images/light-green.svg"></image-oid>
+      <image-oid id="P" source="assets:images/light-red.svg"></image-oid>
+    </state-pane-oid>
+  </span>
+  <span id="train" style="width: 20%; display: inline-block; vertical-align: middle">
+    <switch-oid publish="on~predictor/train">
+    </switch-oid>
+  </span>
+  <span id="temperature" style="width: 20%; display: inline-block; vertical-align: middle">
+    <div style="font-size: larger; font-weight: bold;">Temperature</div>
+    <slider-oid min="40" max="120" value="40" index publish="change~predictor/temperature">
+    </slider-oid>
+  </span>
+  <span id="pressure" style="width: 20%; display: inline-block; vertical-align: middle">
+    <div style="font-size: larger; font-weight: bold;">Pressure</div>
+    <slider-oid min="40" max="200" value="40" index publish="change~predictor/pressure">
+    </slider-oid>
+  </span>
+  <rest-oid custom="factory-predictor"
+            subscribe="predictor/train~post/train;predictor/temperature~post/temperature;predictor/pressure~post/pressure"
+            publish="dispatch~update/alert">
+  </rest-oid>
+</div>

app/static/gallery/factory-components.html ADDED Viewed

	@@ -0,0 +1,21 @@

+<image-oid source="assets:images/di-pietro-engine.gif" publish="mouseleave~thermo/low;mouseenter~thermo/medium;click~thermo/high/alert">
+</image-oid>
+<state-pane-oid initial="off" subscribe="cooler/on~last;cooler/off~first">
+  <image-oid id="off" source="assets:images/evaporative-cooling.png"></image-oid>
+  <image-oid id="on" source="assets:images/evaporative-cooling.gif"></image-oid>
+</state-pane-oid>
+<state-pane-oid initial="low" subscribe="thermo/low~first;thermo/medium~next;thermo/high/#~last">
+  <image-oid id="low" source="assets:images/thermometer-a.svg"></image-oid>
+  <image-oid id="medium" source="assets:images/thermometer-b.svg"></image-oid>
+  <image-oid id="high" source="assets:images/thermometer-c.svg"></image-oid>
+</state-pane-oid>
+<state-pane-oid initial="green" subscribe="thermo/+~first;+/+/alert~last">
+  <image-oid id="green" source="assets:images/light-green.svg"></image-oid>
+  <image-oid id="red" source="assets:images/light-red.svg"></image-oid>
+</state-pane-oid>
+<switch-oid publish="on~cooler/on;off~cooler/off" subscribe="thermo/+~off;thermo/+/alert~on">
+</switch-oid>

app/static/gallery/factory-composition.html ADDED Viewed

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+<div style="width: 100%; height: 60%; background-color: lightgrey; text-align: center">
+  <div style="font-size:larger;font-weight: bold">Factory</div>
+  <span id="engine" style="width: 45%; display: inline-block; vertical-align: middle">
+    <image-oid source="assets:images/di-pietro-engine.gif" publish="mouseleave~thermo/low;mouseenter~thermo/medium;click~thermo/high/alert">
+    </image-oid>
+  </span>
+  <span id="cooler" style="width: 45%; display: inline-block; vertical-align: middle">
+    <state-pane-oid initial="off" subscribe="cooler/on~last;cooler/off~first">
+      <image-oid id="off" source="assets:images/evaporative-cooling.png"></image-oid>
+      <image-oid id="on" source="assets:images/evaporative-cooling.gif"></image-oid>
+    </state-pane-oid>
+  </span>
+</div>
+<div style="width: 100%; height: 35%; background-color: grey; text-align: center">
+  <div style="font-size: larger; font-weight: bold;">Control Panel</div>
+  <span id="thermometer" style="width: 30%; display: inline-block; vertical-align: middle">
+    <state-pane-oid initial="low" subscribe="thermo/low~first;thermo/medium~next;thermo/high/#~last">
+      <image-oid id="low" source="assets:images/thermometer-a.svg"></image-oid>
+      <image-oid id="medium" source="assets:images/thermometer-b.svg"></image-oid>
+      <image-oid id="high" source="assets:images/thermometer-c.svg"></image-oid>
+    </state-pane-oid>
+  </span>
+  <span id="alert" style="width: 30%; display: inline-block; vertical-align: middle">
+    <state-pane-oid initial="green" subscribe="thermo/+~first;+/+/alert~last">
+      <image-oid id="green" source="assets:images/light-green.svg"></image-oid>
+      <image-oid id="red" source="assets:images/light-red.svg"></image-oid>
+    </state-pane-oid>
+  </span>
+  <span id="activate_cooler" style="width: 30%; display: inline-block; vertical-align: middle">
+    <switch-oid publish="on~cooler/on;off~cooler/off" subscribe="thermo/+~off;thermo/+/alert~on">
+    </switch-oid>
+  </span>
+</div>

app/static/templates/dinosaur01.html ADDED Viewed

	@@ -0,0 +1,5 @@

+<h1>Dinosaur</h1>
+<div style="margin: 20px; border: 2px solid black; padding: 10px;">
+  <p>I am a dinosaur</p>
+  <button-oid label="Roar" publish="click~dinosaur/roar"></button-oid>
+</div>

app/static/templates/dinosaur02.html ADDED Viewed

	@@ -0,0 +1,4 @@

+<h1>Dinosaur</h1>
+<div id="dino" style="margin: 20px; border: 2px solid black; padding: 10px;">
+  <p>I am a dinosaur</p>
+</div>

app/static/templates/dinosaur03.html ADDED Viewed

	@@ -0,0 +1,7 @@

+<h1>Dinosaur</h1>
+<div id="dino-area" style="margin: 20px; border: 2px solid black; padding: 10px;">
+  <p>Dino Area</p>
+</div>
+<div id="talk-area" style="margin: 20px; border: 2px solid black; padding: 10px;">
+  <p>Talk Area</p>
+</div>

app/static/templates/ehr.svg ADDED Viewed

app/static/templates/factory.html ADDED Viewed

	@@ -0,0 +1,16 @@

+<div style="width: 100%; height: 60%; background-color: lightgrey; text-align: center">
+  <div style="font-size:larger;font-weight: bold">Factory</div>
+  <span id="engine" style="width: 45%; display: inline-block; vertical-align: middle">
+  </span>
+  <span id="cooler" style="width: 45%; display: inline-block; vertical-align: middle">
+  </span>
+</div>
+<div style="width: 100%; height: 35%; background-color: grey; text-align: center">
+  <div style="font-size: larger; font-weight: bold;">Control Panel</div>
+  <span id="thermometer" style="width: 30%; display: inline-block; vertical-align: middle">
+  </span>
+  <span id="alert" style="width: 30%; display: inline-block; vertical-align: middle"></span>
+  </span>
+  <span id="activate_cooler" style="width: 30%; display: inline-block; vertical-align: middle"></span>
+  </span>
+</div>

app/static/templates/news.html ADDED Viewed

	@@ -0,0 +1,21 @@

+<div style="width: 100%; height: 60%; background-color: lightgrey; text-align: center">
+  <div style="font-size:larger;font-weight: bold">News</div>
+  <span id="tv" style="width: 30%; display: inline-block; vertical-align: middle">
+    <image-oid source="assets:images/tv-old.svg" label="Old TV"></image-oid>
+  </span>
+  <span id="news" style="width: 65%; display: inline-block; vertical-align: middle">
+  </span>
+</div>
+<div style="width: 100%; height: 35%; background-color: grey; text-align: center">
+  <div style="font-size: larger; font-weight: bold;">Control Panel</div>
+  <span id="control-1" style="width: 30%; display: inline-block; vertical-align: middle">
+  </span>
+  <span id="control-2" style="width: 30%; display: inline-block; vertical-align: middle">
+  </span>
+  <span id="alert" style="width: 30%; display: inline-block; vertical-align: middle">
+  </span>
+</div>
+<rest-oid custom="sentiment-analysis"
+          subscribe="rss/news~get/classify"
+          publish="dispatch~update/alert">
+</rest-oid>

requirements.txt ADDED Viewed

	@@ -0,0 +1,72 @@

+annotated-types==0.7.0
+anyio==4.10.0
+certifi==2025.8.3
+charset-normalizer==3.4.3
+click==8.2.1
+dnspython==2.7.0
+email-validator==2.3.0
+exceptiongroup==1.3.0
+fastapi==0.116.1
+fastapi-cli==0.0.10
+fastapi-cloud-cli==0.1.5
+filelock==3.19.1
+fsspec==2025.9.0
+h11==0.16.0
+hf-xet==1.1.9
+httpcore==1.0.9
+httptools==0.6.4
+httpx==0.28.1
+huggingface-hub==0.34.4
+idna==3.10
+Jinja2==3.1.6
+markdown-it-py==4.0.0
+MarkupSafe==3.0.2
+mdurl==0.1.2
+mpmath==1.3.0
+networkx==3.4.2
+numpy==2.2.6
+nvidia-cublas-cu12==12.8.4.1
+nvidia-cuda-cupti-cu12==12.8.90
+nvidia-cuda-nvrtc-cu12==12.8.93
+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cudnn-cu12==9.10.2.21
+nvidia-cufft-cu12==11.3.3.83
+nvidia-cufile-cu12==1.13.1.3
+nvidia-curand-cu12==10.3.9.90
+nvidia-cusolver-cu12==11.7.3.90
+nvidia-cusparse-cu12==12.5.8.93
+nvidia-cusparselt-cu12==0.7.1
+nvidia-nccl-cu12==2.27.3
+nvidia-nvjitlink-cu12==12.8.93
+nvidia-nvtx-cu12==12.8.90
+packaging==25.0
+pydantic==2.11.7
+pydantic_core==2.33.2
+Pygments==2.19.2
+python-dotenv==1.1.1
+python-multipart==0.0.20
+PyYAML==6.0.2
+regex==2025.9.1
+requests==2.32.5
+rich==14.1.0
+rich-toolkit==0.15.1
+rignore==0.6.4
+safetensors==0.6.2
+sentry-sdk==2.37.0
+shellingham==1.5.4
+sniffio==1.3.1
+starlette==0.47.3
+sympy==1.14.0
+tokenizers==0.22.0
+torch==2.8.0
+tqdm==4.67.1
+transformers==4.56.1
+triton==3.4.0
+typer==0.17.4
+typing-inspection==0.4.1
+typing_extensions==4.15.0
+urllib3==2.5.0
+uvicorn==0.35.0
+uvloop==0.21.0
+watchfiles==1.1.0
+websockets==15.0.1