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harris1 commited on Jul 17, 2024

Commit

db90e84

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1 Parent(s): 46d5c13

Update app.py

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Files changed (1) hide show

app.py +166 -5

app.py CHANGED Viewed

@@ -490,8 +490,170 @@
 # if __name__ == "__main__":
 #     app.run(host='0.0.0.0', port=7860)
 from http.server import HTTPServer, SimpleHTTPRequestHandler
-from pyngrok import ngrok
 import os
 from mistralai.client import MistralClient
 from mistralai.models.chat_completion import ChatMessage
@@ -646,8 +808,7 @@ class MyHandler(SimpleHTTPRequestHandler):
             self.send_error(404)
 if __name__ == '__main__':
-    port = 7860
-    server = HTTPServer(('', port), MyHandler)
-    public_url = ngrok.connect(port).public_url
-    print(f" * ngrok tunnel \"{public_url}\" -> \"http://127.0.0.1:{port}\"")
     server.serve_forever()

 # if __name__ == "__main__":
 #     app.run(host='0.0.0.0', port=7860)
+# from http.server import HTTPServer, SimpleHTTPRequestHandler
+# from pyngrok import ngrok
+# import os
+# from mistralai.client import MistralClient
+# from mistralai.models.chat_completion import ChatMessage
+# import json
+# # Mistral AI setup
+# api_key = os.getenv("MISTRAL_API_KEY")
+# if not api_key:
+#     raise ValueError("MISTRAL_API_KEY environment variable not set")
+# model = "mistral-tiny"
+# client = MistralClient(api_key=api_key)
+# def generate_goals(input_var):
+#     messages = [
+#         ChatMessage(role="user", content=f"Generate 5 specific, industry relevant goals for {input_var} using Python and Pandas in exam data analysis. Each goal should include a brief name and a one-sentence description of the task or skill.")
+#     ]
+#     try:
+#         response = client.chat(model=model, messages=messages)
+#         return response.choices[0].message.content
+#     except Exception as e:
+#         return f"An error occurred: {str(e)}"
+# html_content = """
+# <!DOCTYPE html>
+# <html lang="en">
+# <head>
+#     <meta charset="UTF-8">
+#     <meta name="viewport" content="width=device-width, initial-scale=1.0">
+#     <title>Exam Data Analysis Goals Generator</title>
+#     <script src="https://d3js.org/d3.v7.min.js"></script>
+#     <style>
+#         #visualization { width: 100%; height: 600px; border: 1px solid #ccc; }
+#         #generatedGoals { margin-top: 20px; padding: 10px; border: 1px solid #ccc; }
+#     </style>
+# </head>
+# <body>
+#     <h1>Exam Data Analysis Goals Generator</h1>
+#     <div id="visualization"></div>
+#     <div id="generatedGoals"></div>
+#     <script>
+#     const width = 1200;
+#     const height = 800;
+#     const goals = [
+#         { id: 1, x: 100, y: 400, name: "Automate Data Import", description: "Develop scripts to automate exam data extraction from various sources (CSV, Excel, databases) using Pandas read_* functions." },
+#         { id: 2, x: 200, y: 300, name: "Data Cleaning", description: "Implement robust data cleaning processes to handle missing values, outliers, and inconsistencies in exam data using Pandas methods like dropna(), fillna(), and apply()." },
+#         { id: 3, x: 300, y: 200, name: "Data Transformation", description: "Utilize Pandas for complex data transformations such as pivoting exam results, melting question-wise scores, and creating derived features for analysis." },
+#         { id: 4, x: 400, y: 300, name: "Statistical Analysis", description: "Develop functions to automate statistical analysis of exam results, including descriptive statistics, hypothesis testing, and correlation analysis using Pandas and SciPy." },
+#         { id: 5, x: 500, y: 400, name: "Performance Metrics", description: "Create custom functions to calculate industry-standard exam performance metrics like item difficulty, discrimination index, and reliability coefficients using Pandas operations." },
+#         // Add more goals here...
+#     ];
+#     const connections = [
+#         { source: 1, target: 2 },
+#         { source: 2, target: 3 },
+#         { source: 3, target: 4 },
+#         { source: 4, target: 5 },
+#         // Add more connections here...
+#     ];
+#     const svg = d3.select("#visualization")
+#         .append("svg")
+#         .attr("width", width)
+#         .attr("height", height);
+#     const simulation = d3.forceSimulation(goals)
+#         .force("link", d3.forceLink(connections).id(d => d.id))
+#         .force("charge", d3.forceManyBody().strength(-400))
+#         .force("center", d3.forceCenter(width / 2, height / 2));
+#     const link = svg.append("g")
+#         .selectAll("line")
+#         .data(connections)
+#         .enter().append("line")
+#         .attr("stroke", "#999")
+#         .attr("stroke-opacity", 0.6);
+#     const node = svg.append("g")
+#         .selectAll("circle")
+#         .data(goals)
+#         .enter().append("circle")
+#         .attr("r", 10)
+#         .attr("fill", d => d.color || "#69b3a2")
+#         .call(d3.drag()
+#             .on("start", dragstarted)
+#             .on("drag", dragged)
+#             .on("end", dragended));
+#     const text = svg.append("g")
+#         .selectAll("text")
+#         .data(goals)
+#         .enter().append("text")
+#         .text(d => d.name)
+#         .attr("font-size", "12px")
+#         .attr("dx", 12)
+#         .attr("dy", 4);
+#     node.on("click", async function(event, d) {
+#         const response = await fetch('/generate_goals', {
+#             method: 'POST',
+#             headers: { 'Content-Type': 'application/json' },
+#             body: JSON.stringify({ input_var: d.name })
+#         });
+#         const data = await response.json();
+#         document.getElementById("generatedGoals").innerHTML = `<h2>Generated Goals for ${d.name}</h2><pre>${data.goals}</pre>`;
+#     });
+#     simulation.on("tick", () => {
+#         link
+#             .attr("x1", d => d.source.x)
+#             .attr("y1", d => d.source.y)
+#             .attr("x2", d => d.target.x)
+#             .attr("y2", d => d.target.y);
+#         node
+#             .attr("cx", d => d.x)
+#             .attr("cy", d => d.y);
+#         text
+#             .attr("x", d => d.x)
+#             .attr("y", d => d.y);
+#     });
+#     function dragstarted(event) {
+#         if (!event.active) simulation.alphaTarget(0.3).restart();
+#         event.subject.fx = event.subject.x;
+#         event.subject.fy = event.subject.y;
+#     }
+#     function dragged(event) {
+#         event.subject.fx = event.x;
+#         event.subject.fy = event.y;
+#     }
+#     function dragended(event) {
+#         if (!event.active) simulation.alphaTarget(0);
+#         event.subject.fx = null;
+#         event.subject.fy = null;
+#     }
+#     </script>
+# </body>
+# </html>
+# """
+# class MyHandler(SimpleHTTPRequestHandler):
+#     def do_GET(self):
+#         self.send_response(200)
+#         self.send_header('Content-type', 'text/html')
+#         self.end_headers()
+#         self.wfile.write(html_content.encode())
+#     def do_POST(self):
+#         if self.path == '/generate_goals':
+#             content_length = int(self.headers['Content-Length'])
+#             post_data = self.rfile.read(content_length)
+#             data = json.loads(post_data.decode('utf-8'))
+#             input_var = data['input_var']
+#             goals = generate_goals(input_var)
+#             self.send_response(200)
+#             self.send_header('Content-type', 'application/json')
+#             self.end_headers()
+#             self.wfile.write(json.dumps({'goals': goals}).encode())
+#         else:
+#             self.send_error(404)
+# if __name__ == '__main__':
+#     port = 7860
+#     server = HTTPServer(('', port), MyHandler)
+#     public_url = ngrok.connect(port).public_url
+#     print(f" * ngrok tunnel \"{public_url}\" -> \"http://127.0.0.1:{port}\"")
+#     server.serve_forever()
+# here
 from http.server import HTTPServer, SimpleHTTPRequestHandler
 import os
 from mistralai.client import MistralClient
 from mistralai.models.chat_completion import ChatMessage
             self.send_error(404)
 if __name__ == '__main__':
+    port = int(os.environ.get("PORT", 7860))
+    server = HTTPServer(('0.0.0.0', port), MyHandler)
+    print(f"Server running on port {port}")
     server.serve_forever()