feat: add marketplace metrics, privacy features, and service registry endpoints
- 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
This commit is contained in:
oib
279
docs/developer/sdks/javascript.md
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279
docs/developer/sdks/javascript.md
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@ -0,0 +1,279 @@
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---
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title: JavaScript SDK
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description: JavaScript/TypeScript SDK for AITBC platform integration
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---
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# JavaScript SDK
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|
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The AITBC JavaScript SDK provides a convenient way to interact with the AITBC platform from JavaScript and TypeScript applications.
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## Installation
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```bash
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# npm
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npm install @aitbc/client
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# yarn
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yarn add @aitbc/client
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# pnpm
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pnpm add @aitbc/client
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```
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||||
|
||||
## Quick Start
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|
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```javascript
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import { AITBCClient } from '@aitbc/client';
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// Initialize the client
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const client = new AITBCClient({
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apiKey: 'your_api_key_here',
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baseUrl: 'https://api.aitbc.io'
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});
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// Create a job
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const job = await 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.js'
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}
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});
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console.log('Job created:', job.jobId);
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```
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|
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## Configuration
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|
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### Environment Variables
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```bash
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AITBC_API_KEY=your_api_key
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AITBC_BASE_URL=https://api.aitbc.io
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AITBC_NETWORK=mainnet
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```
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|
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### Code Configuration
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```javascript
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const client = new AITBCClient({
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apiKey: process.env.AITBC_API_KEY,
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baseUrl: process.env.AITBC_BASE_URL,
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timeout: 30000,
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retries: 3
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});
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```
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|
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## Jobs API
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|
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### Create a Job
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```javascript
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const job = await client.jobs.create({
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name: 'my-ai-job',
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type: 'ai-inference',
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model: {
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type: 'javascript',
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entrypoint: 'model.js',
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dependencies: ['@tensorflow/tfjs']
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},
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input: {
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type: 'image',
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format: 'jpeg'
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},
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output: {
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type: 'json'
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||||
}
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});
|
||||
```
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|
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### Monitor Job Progress
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```javascript
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// Get job status
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const status = await client.jobs.getStatus(job.jobId);
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console.log('Status:', status.status);
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|
||||
// Stream updates
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client.jobs.onUpdate(job.jobId, (update) => {
|
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console.log('Update:', update);
|
||||
});
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|
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// Wait for completion
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const result = await client.jobs.waitForCompletion(job.jobId, {
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timeout: 300000,
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pollInterval: 5000
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});
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```
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|
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## Marketplace API
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|
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### List Offers
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```javascript
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const offers = await client.marketplace.listOffers({
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jobType: 'image-classification',
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maxPrice: '0.01'
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});
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|
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offers.forEach(offer => {
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console.log(`Offer: ${offer.offerId}, Price: ${offer.price}`);
|
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});
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```
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|
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### Accept Offer
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```javascript
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const transaction = await client.marketplace.acceptOffer({
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offerId: 'offer_123',
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jobId: 'job_456',
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bidPrice: '0.001'
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});
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```
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|
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## Wallet API
|
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|
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### Wallet Operations
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```javascript
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// Get balance
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const balance = await client.wallet.getBalance();
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console.log('Balance:', balance);
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|
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// Send tokens
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const tx = await client.wallet.send({
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to: '0x123...',
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amount: '1.0',
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token: 'AITBC'
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});
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|
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// Stake tokens
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await client.wallet.stake({
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amount: '100.0'
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});
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```
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|
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## WebSocket API
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|
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### Real-time Updates
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```javascript
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// Connect to WebSocket
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const ws = client.websocket.connect();
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// Subscribe to events
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ws.subscribe('jobs', { jobId: 'job_123' });
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ws.subscribe('marketplace');
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// Handle events
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ws.on('jobUpdate', (data) => {
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console.log('Job updated:', data);
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});
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ws.on('marketplaceUpdate', (data) => {
|
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console.log('Marketplace updated:', data);
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});
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// Start listening
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ws.start();
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```
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|
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## TypeScript Support
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|
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The SDK is fully typed for TypeScript:
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|
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```typescript
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import { AITBCClient, Job, JobStatus } from '@aitbc/client';
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const client: AITBCClient = new AITBCClient({
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apiKey: 'your_key'
|
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});
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|
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const job: Job = await client.jobs.create({
|
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name: 'typed-job',
|
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type: 'ai-inference'
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});
|
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|
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const status: JobStatus = await client.jobs.getStatus(job.jobId);
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```
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|
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## Error Handling
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|
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```javascript
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import {
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AITBCError,
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APIError,
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AuthenticationError,
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NotFoundError,
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RateLimitError
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} from '@aitbc/client';
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try {
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const job = await client.jobs.create({});
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} catch (error) {
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if (error instanceof AuthenticationError) {
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console.error('Invalid API key');
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} else if (error instanceof RateLimitError) {
|
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console.error(`Rate limited. Retry in ${error.retryAfter}ms`);
|
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} else if (error instanceof APIError) {
|
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console.error(`API error: ${error.message}`);
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}
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}
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```
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|
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## React Integration
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|
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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 JobComponent() {
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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 (
|
||||
<div>
|
||||
{jobs.map(job => (
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||||
<div key={job.jobId}>{job.name}</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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|
||||
## Node.js Integration
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||||
|
||||
```javascript
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const express = require('express');
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const { AITBCClient } = require('@aitbc/client');
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|
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const app = express();
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const client = new AITBCClient({ apiKey: process.env.API_KEY });
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|
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app.post('/jobs', async (req, res) => {
|
||||
try {
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||||
const job = await client.jobs.create(req.body);
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res.json(job);
|
||||
} catch (error) {
|
||||
res.status(500).json({ error: error.message });
|
||||
}
|
||||
});
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||||
|
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app.listen(3000);
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||||
```
|
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|
||||
## Examples
|
||||
|
||||
Check out the [examples directory](https://github.com/aitbc/js-sdk/tree/main/examples) for complete working examples:
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|
||||
- [Basic Job Submission](https://github.com/aitbc/js-sdk/blob/main/examples/basic-job.js)
|
||||
- [React Integration](https://github.com/aitbc/js-sdk/blob/main/examples/react-app/)
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- [WebSocket Streaming](https://github.com/aitbc/js-sdk/blob/main/examples/websocket.js)
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|
||||
## Support
|
||||
|
||||
- 📖 [Documentation](../../)
|
||||
- 🐛 [Issue Tracker](https://github.com/aitbc/js-sdk/issues)
|
||||
- 💬 [Discord](https://discord.gg/aitbc)
|
||||
- 📧 [js-sdk@aitbc.io](mailto:js-sdk@aitbc.io)
|
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494
docs/developer/sdks/python.md
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494
docs/developer/sdks/python.md
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@ -0,0 +1,494 @@
|
||||
---
|
||||
title: Python SDK
|
||||
description: Python SDK for AITBC platform integration
|
||||
---
|
||||
|
||||
# Python SDK
|
||||
|
||||
The AITBC Python SDK provides a convenient way to interact with the AITBC platform from Python applications. It includes support for job management, marketplace operations, wallet management, and more.
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
# Install from PyPI
|
||||
pip install aitbc
|
||||
|
||||
# Or install from source
|
||||
git clone https://github.com/aitbc/python-sdk.git
|
||||
cd python-sdk
|
||||
pip install -e .
|
||||
```
|
||||
|
||||
## Quick Start
|
||||
|
||||
```python
|
||||
from aitbc import AITBCClient
|
||||
|
||||
# Initialize the client
|
||||
client = AITBCClient(
|
||||
api_key="your_api_key_here",
|
||||
base_url="https://api.aitbc.io" # or http://localhost:8011 for dev
|
||||
)
|
||||
|
||||
# Create a job
|
||||
job = client.jobs.create({
|
||||
"name": "image-classification",
|
||||
"type": "ai-inference",
|
||||
"model": {
|
||||
"type": "python",
|
||||
"entrypoint": "model.py"
|
||||
}
|
||||
})
|
||||
|
||||
# Wait for completion
|
||||
result = client.jobs.wait_for_completion(job["job_id"])
|
||||
print(f"Result: {result}")
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
### Environment Variables
|
||||
```bash
|
||||
export AITBC_API_KEY="your_api_key"
|
||||
export AITBC_BASE_URL="https://api.aitbc.io"
|
||||
export AITBC_NETWORK="mainnet" # or testnet
|
||||
```
|
||||
|
||||
### Code Configuration
|
||||
```python
|
||||
from aitbc import AITBCClient, Config
|
||||
|
||||
# Using Config object
|
||||
config = Config(
|
||||
api_key="your_api_key",
|
||||
base_url="https://api.aitbc.io",
|
||||
timeout=30,
|
||||
retries=3
|
||||
)
|
||||
|
||||
client = AITBCClient(config=config)
|
||||
```
|
||||
|
||||
## Jobs API
|
||||
|
||||
### Create a Job
|
||||
|
||||
```python
|
||||
# Basic job creation
|
||||
job = client.jobs.create({
|
||||
"name": "my-ai-job",
|
||||
"type": "ai-inference",
|
||||
"model": {
|
||||
"type": "python",
|
||||
"entrypoint": "model.py",
|
||||
"requirements": ["numpy", "torch"]
|
||||
},
|
||||
"input": {
|
||||
"type": "image",
|
||||
"format": "jpeg"
|
||||
},
|
||||
"output": {
|
||||
"type": "json"
|
||||
},
|
||||
"resources": {
|
||||
"cpu": "1000m",
|
||||
"memory": "2Gi"
|
||||
},
|
||||
"pricing": {
|
||||
"max_cost": "0.10"
|
||||
}
|
||||
})
|
||||
|
||||
print(f"Job created: {job['job_id']}")
|
||||
```
|
||||
|
||||
### Upload Job Data
|
||||
|
||||
```python
|
||||
# Upload input files
|
||||
with open("input.jpg", "rb") as f:
|
||||
client.jobs.upload_input(job["job_id"], f, "image.jpg")
|
||||
|
||||
# Or upload multiple files
|
||||
files = [
|
||||
("image1.jpg", open("image1.jpg", "rb")),
|
||||
("image2.jpg", open("image2.jpg", "rb"))
|
||||
]
|
||||
client.jobs.upload_inputs(job["job_id"], files)
|
||||
```
|
||||
|
||||
### Monitor Job Progress
|
||||
|
||||
```python
|
||||
# Get job status
|
||||
status = client.jobs.get_status(job["job_id"])
|
||||
print(f"Status: {status['status']}")
|
||||
|
||||
# Stream updates
|
||||
for update in client.jobs.stream_updates(job["job_id"]):
|
||||
print(f"Update: {update}")
|
||||
|
||||
# Wait for completion with timeout
|
||||
result = client.jobs.wait_for_completion(
|
||||
job["job_id"],
|
||||
timeout=300, # 5 minutes
|
||||
poll_interval=5
|
||||
)
|
||||
```
|
||||
|
||||
### Get Results
|
||||
|
||||
```python
|
||||
# Get job results
|
||||
results = client.jobs.get_results(job["job_id"])
|
||||
print(f"Results: {results}")
|
||||
|
||||
# Download output files
|
||||
client.jobs.download_output(job["job_id"], "output/")
|
||||
client.jobs.download_outputs(job["job_id"], "outputs/") # All files
|
||||
```
|
||||
|
||||
## Marketplace API
|
||||
|
||||
### List Available Offers
|
||||
|
||||
```python
|
||||
# List all offers
|
||||
offers = client.marketplace.list_offers()
|
||||
|
||||
# Filter by job type
|
||||
offers = client.marketplace.list_offers(
|
||||
job_type="image-classification",
|
||||
max_price="0.01"
|
||||
)
|
||||
|
||||
for offer in offers:
|
||||
print(f"Offer: {offer['offer_id']}, Price: {offer['price']}")
|
||||
```
|
||||
|
||||
### Create and Manage Offers
|
||||
|
||||
```python
|
||||
# Create an offer (as a miner)
|
||||
offer = client.marketplace.create_offer({
|
||||
"job_type": "image-classification",
|
||||
"price": "0.001",
|
||||
"max_jobs": 10,
|
||||
"requirements": {
|
||||
"min_gpu_memory": "4Gi"
|
||||
}
|
||||
})
|
||||
|
||||
# Update offer
|
||||
client.marketplace.update_offer(
|
||||
offer["offer_id"],
|
||||
price="0.002"
|
||||
)
|
||||
|
||||
# Cancel offer
|
||||
client.marketplace.cancel_offer(offer["offer_id"])
|
||||
```
|
||||
|
||||
### Accept Offers
|
||||
|
||||
```python
|
||||
# Accept an offer for your job
|
||||
transaction = client.marketplace.accept_offer(
|
||||
offer_id="offer_123",
|
||||
job_id="job_456",
|
||||
bid_price="0.001"
|
||||
)
|
||||
|
||||
print(f"Transaction: {transaction['transaction_id']}")
|
||||
```
|
||||
|
||||
## Wallet API
|
||||
|
||||
### Wallet Management
|
||||
|
||||
```python
|
||||
# Create a new wallet
|
||||
wallet = client.wallet.create()
|
||||
print(f"Address: {wallet['address']}")
|
||||
|
||||
# Import existing wallet
|
||||
wallet = client.wallet.import_private_key("your_private_key")
|
||||
|
||||
# Get wallet info
|
||||
balance = client.wallet.get_balance()
|
||||
address = client.wallet.get_address()
|
||||
```
|
||||
|
||||
### Transactions
|
||||
|
||||
```python
|
||||
# Send tokens
|
||||
tx = client.wallet.send(
|
||||
to="0x123...",
|
||||
amount="1.0",
|
||||
token="AITBC"
|
||||
)
|
||||
|
||||
# Stake tokens
|
||||
client.wallet.stake(amount="100.0")
|
||||
|
||||
# Unstake tokens
|
||||
client.wallet.unstake(amount="50.0")
|
||||
|
||||
# Get transaction history
|
||||
history = client.wallet.get_transactions(limit=50)
|
||||
```
|
||||
|
||||
## Receipts API
|
||||
|
||||
### Verify Receipts
|
||||
|
||||
```python
|
||||
# Get a receipt
|
||||
receipt = client.receipts.get(job_id="job_123")
|
||||
|
||||
# Verify a receipt
|
||||
verification = client.receipts.verify(receipt)
|
||||
print(f"Valid: {verification['valid']}")
|
||||
|
||||
# Verify with local verification
|
||||
from aitbc.crypto import verify_receipt
|
||||
|
||||
is_valid = verify_receipt(receipt)
|
||||
```
|
||||
|
||||
### Stream Receipts
|
||||
|
||||
```python
|
||||
# Stream new receipts
|
||||
for receipt in client.receipts.stream():
|
||||
print(f"New receipt: {receipt['receipt_id']}")
|
||||
```
|
||||
|
||||
## WebSocket API
|
||||
|
||||
### Real-time Updates
|
||||
|
||||
```python
|
||||
# Connect to WebSocket
|
||||
ws = client.websocket.connect()
|
||||
|
||||
# Subscribe to job updates
|
||||
ws.subscribe("jobs", job_id="job_123")
|
||||
|
||||
# Subscribe to marketplace updates
|
||||
ws.subscribe("marketplace")
|
||||
|
||||
# Handle messages
|
||||
@ws.on_message
|
||||
def handle_message(message):
|
||||
print(f"Received: {message}")
|
||||
|
||||
# Start listening
|
||||
ws.listen()
|
||||
```
|
||||
|
||||
### Advanced WebSocket Usage
|
||||
|
||||
```python
|
||||
# Custom event handlers
|
||||
ws = client.websocket.connect()
|
||||
|
||||
@ws.on_job_update
|
||||
def on_job_update(job_id, status):
|
||||
print(f"Job {job_id} status: {status}")
|
||||
|
||||
@ws.on_marketplace_update
|
||||
def on_marketplace_update(update_type, data):
|
||||
print(f"Marketplace {update_type}: {data}")
|
||||
|
||||
# Run with context manager
|
||||
with client.websocket.connect() as ws:
|
||||
ws.subscribe("jobs")
|
||||
ws.listen(timeout=60)
|
||||
```
|
||||
|
||||
## Error Handling
|
||||
|
||||
```python
|
||||
from aitbc.exceptions import (
|
||||
AITBCError,
|
||||
APIError,
|
||||
AuthenticationError,
|
||||
NotFoundError,
|
||||
RateLimitError
|
||||
)
|
||||
|
||||
try:
|
||||
job = client.jobs.create({...})
|
||||
except AuthenticationError:
|
||||
print("Invalid API key")
|
||||
except RateLimitError as e:
|
||||
print(f"Rate limited. Retry in {e.retry_after} seconds")
|
||||
except APIError as e:
|
||||
print(f"API error: {e.message}")
|
||||
except AITBCError as e:
|
||||
print(f"AITBC error: {e}")
|
||||
```
|
||||
|
||||
## Advanced Usage
|
||||
|
||||
### Custom HTTP Client
|
||||
|
||||
```python
|
||||
import requests
|
||||
from aitbc import AITBCClient
|
||||
|
||||
# Use custom session
|
||||
session = requests.Session()
|
||||
session.headers.update({"User-Agent": "MyApp/1.0"})
|
||||
|
||||
client = AITBCClient(
|
||||
api_key="your_key",
|
||||
session=session
|
||||
)
|
||||
```
|
||||
|
||||
### Async Support
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from aitbc import AsyncAITBCClient
|
||||
|
||||
async def main():
|
||||
client = AsyncAITBCClient(api_key="your_key")
|
||||
|
||||
# Create job
|
||||
job = await client.jobs.create({...})
|
||||
|
||||
# Wait for completion
|
||||
result = await client.jobs.wait_for_completion(job["job_id"])
|
||||
|
||||
print(f"Result: {result}")
|
||||
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
### Batch Operations
|
||||
|
||||
```python
|
||||
# Create multiple jobs
|
||||
jobs = [
|
||||
{"name": f"job-{i}", "type": "ai-inference"}
|
||||
for i in range(10)
|
||||
]
|
||||
|
||||
created_jobs = client.jobs.create_batch(jobs)
|
||||
|
||||
# Get status of multiple jobs
|
||||
statuses = client.jobs.get_status_batch([
|
||||
job["job_id"] for job in created_jobs
|
||||
])
|
||||
```
|
||||
|
||||
## Testing
|
||||
|
||||
### Mock Client for Testing
|
||||
|
||||
```python
|
||||
from aitbc.testing import MockAITBCClient
|
||||
|
||||
# Use mock client for tests
|
||||
client = MockAITBCClient()
|
||||
|
||||
# Configure responses
|
||||
client.jobs.set_response("create", {"job_id": "test_job"})
|
||||
|
||||
# Test your code
|
||||
job = client.jobs.create({...})
|
||||
assert job["job_id"] == "test_job"
|
||||
```
|
||||
|
||||
### Integration Tests
|
||||
|
||||
```python
|
||||
import pytest
|
||||
from aitbc import AITBCClient
|
||||
|
||||
@pytest.fixture
|
||||
def client():
|
||||
return AITBCClient(
|
||||
api_key="test_key",
|
||||
base_url="http://localhost:8011"
|
||||
)
|
||||
|
||||
def test_job_creation(client):
|
||||
job = client.jobs.create({
|
||||
"name": "test-job",
|
||||
"type": "ai-inference"
|
||||
})
|
||||
assert "job_id" in job
|
||||
```
|
||||
|
||||
## Best Practices
|
||||
|
||||
### 1. Configuration Management
|
||||
```python
|
||||
# Use environment variables
|
||||
import os
|
||||
from aitbc import AITBCClient
|
||||
|
||||
client = AITBCClient(
|
||||
api_key=os.getenv("AITBC_API_KEY"),
|
||||
base_url=os.getenv("AITBC_BASE_URL", "https://api.aitbc.io")
|
||||
)
|
||||
```
|
||||
|
||||
### 2. Error Handling
|
||||
```python
|
||||
# Always handle potential errors
|
||||
try:
|
||||
result = client.jobs.get_results(job_id)
|
||||
except NotFoundError:
|
||||
print("Job not found")
|
||||
except APIError as e:
|
||||
print(f"API error: {e}")
|
||||
```
|
||||
|
||||
### 3. Resource Management
|
||||
```python
|
||||
# Use context managers for resources
|
||||
with client.jobs.upload_context(job_id) as ctx:
|
||||
ctx.upload_file("model.py")
|
||||
ctx.upload_file("requirements.txt")
|
||||
```
|
||||
|
||||
### 4. Performance
|
||||
```python
|
||||
# Use async for concurrent operations
|
||||
async def process_jobs(job_ids):
|
||||
client = AsyncAITBCClient(api_key="your_key")
|
||||
|
||||
tasks = [
|
||||
client.jobs.get_results(job_id)
|
||||
for job_id in job_ids
|
||||
]
|
||||
|
||||
results = await asyncio.gather(*tasks)
|
||||
return results
|
||||
```
|
||||
|
||||
## Examples
|
||||
|
||||
Check out the [examples directory](https://github.com/aitbc/python-sdk/tree/main/examples) for complete working examples:
|
||||
|
||||
- [Basic Job Submission](https://github.com/aitbc/python-sdk/blob/main/examples/basic_job.py)
|
||||
- [Marketplace Bot](https://github.com/aitbc/python-sdk/blob/main/examples/marketplace_bot.py)
|
||||
- [Mining Operation](https://github.com/aitbc/python-sdk/blob/main/examples/mining.py)
|
||||
- [WebSocket Streaming](https://github.com/aitbc/python-sdk/blob/main/examples/websocket_streaming.py)
|
||||
|
||||
## Support
|
||||
|
||||
- 📖 [Documentation](../../)
|
||||
- 🐛 [Issue Tracker](https://github.com/aitbc/python-sdk/issues)
|
||||
- 💬 [Discord](https://discord.gg/aitbc)
|
||||
- 📧 [python-sdk@aitbc.io](mailto:python-sdk@aitbc.io)
|
||||
|
||||
## Changelog
|
||||
|
||||
See [CHANGELOG.md](https://github.com/aitbc/python-sdk/blob/main/CHANGELOG.md) for version history and updates.
|
||||
Reference in New Issue
Block a user