c8be9d7414
- 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
132 lines
2.9 KiB
Markdown
132 lines
2.9 KiB
Markdown
---
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title: Code Examples
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description: Practical examples for building on AITBC
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---
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# Code Examples
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This section provides practical examples for common tasks on the AITBC platform.
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## Python Examples
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### Basic Job Submission
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```python
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from aitbc import AITBCClient
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client = AITBCClient(api_key="your_key")
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job = client.jobs.create({
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"name": "image-classification",
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"type": "ai-inference",
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"model": {
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"type": "python",
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"entrypoint": "model.py",
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"requirements": ["torch", "pillow"]
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}
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})
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result = client.jobs.wait_for_completion(job["job_id"])
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```
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### Batch Job Processing
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```python
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import asyncio
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from aitbc import AsyncAITBCClient
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async def process_images(image_paths):
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client = AsyncAITBCClient(api_key="your_key")
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tasks = []
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for path in image_paths:
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job = await client.jobs.create({
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"name": f"process-{path}",
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"type": "image-analysis"
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})
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tasks.append(client.jobs.wait_for_completion(job["job_id"]))
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results = await asyncio.gather(*tasks)
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return results
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```
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## JavaScript Examples
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### React Component
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```jsx
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import React, { useState, useEffect } from 'react';
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import { AITBCClient } from '@aitbc/client';
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function JobList() {
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const [jobs, setJobs] = useState([]);
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const client = new AITBCClient({ apiKey: 'your_key' });
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useEffect(() => {
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async function fetchJobs() {
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const jobList = await client.jobs.list();
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setJobs(jobList);
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}
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fetchJobs();
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}, []);
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return (
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<div>
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{jobs.map(job => (
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<div key={job.jobId}>
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<h3>{job.name}</h3>
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<p>Status: {job.status}</p>
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</div>
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))}
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</div>
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);
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}
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```
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### WebSocket Integration
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```javascript
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const client = new AITBCClient({ apiKey: 'your_key' });
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const ws = client.websocket.connect();
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ws.on('jobUpdate', (data) => {
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console.log(`Job ${data.jobId} updated to ${data.status}`);
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});
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ws.subscribe('jobs');
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ws.start();
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```
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## CLI Examples
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### Job Management
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```bash
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# Create job from file
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aitbc job create job.yaml
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# List all jobs
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aitbc job list --status running
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# Monitor job progress
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aitbc job watch <job_id>
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# Download results
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aitbc job download <job_id> --output ./results/
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```
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### Marketplace Operations
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```bash
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# List available offers
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aitbc marketplace list --type image-classification
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# Create offer as miner
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aitbc marketplace create-offer offer.yaml
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# Accept offer
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aitbc marketplace accept <offer_id> --job-id <job_id>
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```
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## Complete Examples
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Find full working examples in our GitHub repositories:
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- [Python SDK Examples](https://github.com/aitbc/python-sdk/tree/main/examples)
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- [JavaScript SDK Examples](https://github.com/aitbc/js-sdk/tree/main/examples)
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- [CLI Examples](https://github.com/aitbc/cli/tree/main/examples)
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- [Smart Contract Examples](https://github.com/aitbc/contracts/tree/main/examples)
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