- Add Prometheus metrics for marketplace API throughput and error rates with new dashboard panels - Implement confidential transaction models with encryption support and access control - Add key management system with registration, rotation, and audit logging - Create services and registry routers for service discovery and management - Integrate ZK proof generation for privacy-preserving receipts - Add metrics instru
2.9 KiB
2.9 KiB
title, description
| title | description |
|---|---|
| Code Examples | Practical examples for building on AITBC |
Code Examples
This section provides practical examples for common tasks on the AITBC platform.
Python Examples
Basic Job Submission
from aitbc import AITBCClient
client = AITBCClient(api_key="your_key")
job = client.jobs.create({
"name": "image-classification",
"type": "ai-inference",
"model": {
"type": "python",
"entrypoint": "model.py",
"requirements": ["torch", "pillow"]
}
})
result = client.jobs.wait_for_completion(job["job_id"])
Batch Job Processing
import asyncio
from aitbc import AsyncAITBCClient
async def process_images(image_paths):
client = AsyncAITBCClient(api_key="your_key")
tasks = []
for path in image_paths:
job = await client.jobs.create({
"name": f"process-{path}",
"type": "image-analysis"
})
tasks.append(client.jobs.wait_for_completion(job["job_id"]))
results = await asyncio.gather(*tasks)
return results
JavaScript Examples
React Component
import React, { useState, useEffect } from 'react';
import { AITBCClient } from '@aitbc/client';
function JobList() {
const [jobs, setJobs] = useState([]);
const client = new AITBCClient({ apiKey: 'your_key' });
useEffect(() => {
async function fetchJobs() {
const jobList = await client.jobs.list();
setJobs(jobList);
}
fetchJobs();
}, []);
return (
<div>
{jobs.map(job => (
<div key={job.jobId}>
<h3>{job.name}</h3>
<p>Status: {job.status}</p>
</div>
))}
</div>
);
}
WebSocket Integration
const client = new AITBCClient({ apiKey: 'your_key' });
const ws = client.websocket.connect();
ws.on('jobUpdate', (data) => {
console.log(`Job ${data.jobId} updated to ${data.status}`);
});
ws.subscribe('jobs');
ws.start();
CLI Examples
Job Management
# Create job from file
aitbc job create job.yaml
# List all jobs
aitbc job list --status running
# Monitor job progress
aitbc job watch <job_id>
# Download results
aitbc job download <job_id> --output ./results/
Marketplace Operations
# List available offers
aitbc marketplace list --type image-classification
# Create offer as miner
aitbc marketplace create-offer offer.yaml
# Accept offer
aitbc marketplace accept <offer_id> --job-id <job_id>
Complete Examples
Find full working examples in our GitHub repositories: