技能 编程开发 Claude API CI/CD集成测试指南

Claude API CI/CD集成测试指南

v20260423
clade-ci-integration
本指南提供了在持续集成/持续部署(CI/CD)流程中测试和验证Claude API集成的最佳实践。它涵盖了如何安全地处理API密钥、为单元测试创建Mock模拟,以及如何在控制成本的前提下(如使用GitHub Actions)执行真实的集成测试。
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概览

Anthropic CI Integration

Overview

Testing Claude integrations in CI requires handling API keys securely, mocking for unit tests, and making real calls only in integration tests.

GitHub Actions Setup

# .github/workflows/test.yml
name: Test Claude Integration
on: [push, pull_request]

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20

      - run: npm ci

      # Unit tests — no API key needed (mocked)
      - run: npm run test:unit

      # Integration tests — real API calls
      - run: npm run test:integration
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}

Mock Strategy for Unit Tests

// tests/helpers/mock-anthropic.ts
import { vi } from 'vitest';

export function mockAnthropicClient() {
  return {
    messages: {
      create: vi.fn().mockResolvedValue({
        id: 'msg_mock',
        type: 'message',
        role: 'assistant',
        model: 'claude-sonnet-4-20250514',
        content: [{ type: 'text', text: 'Mock response' }],
        stop_reason: 'end_turn',
        usage: { input_tokens: 10, output_tokens: 5 },
      }),
      stream: vi.fn().mockReturnValue({
        async *[Symbol.asyncIterator]() {
          yield { type: 'content_block_delta', delta: { type: 'text_delta', text: 'Mock' } };
        },
        finalMessage: vi.fn().mockResolvedValue({ usage: { input_tokens: 10, output_tokens: 5 } }),
      }),
    },
  };
}

// In your test:
import { mockAnthropicClient } from './helpers/mock-anthropic';

test('summarize function returns text', async () => {
  const client = mockAnthropicClient();
  const result = await summarize(client, 'Some long text...');
  expect(result).toBe('Mock response');
  expect(client.messages.create).toHaveBeenCalledWith(
    expect.objectContaining({ model: 'claude-sonnet-4-20250514' })
  );
});

Integration Test (Real API)

// tests/integration/claude.test.ts
import Anthropic from '@claude-ai/sdk';
import { describe, test, expect } from 'vitest';

describe('Claude API Integration', () => {
  const client = new Anthropic(); // Uses ANTHROPIC_API_KEY env var

  test('messages.create returns valid response', async () => {
    const message = await client.messages.create({
      model: 'claude-haiku-4-5-20251001', // Cheapest for CI
      max_tokens: 50,
      messages: [{ role: 'user', content: 'Say "test passed" in 2 words.' }],
    });

    expect(message.content[0].type).toBe('text');
    expect(message.stop_reason).toBe('end_turn');
    expect(message.usage.output_tokens).toBeGreaterThan(0);
  }, 30_000); // 30s timeout for API calls
});

Cost Control in CI

Strategy How
Use Haiku only Cheapest model, fast
Limit max_tokens max_tokens: 50 for validation tests
Skip on PRs from forks Don't expose API key to untrusted code
Run integration tests only on main if: github.ref == 'refs/heads/main'
Budget cap Set spending limits in Anthropic console

Output

  • GitHub Actions workflow running unit tests (mocked, no API key needed)
  • Integration tests making real Claude API calls on main branch
  • Mock client returning realistic response shapes for unit tests
  • CI costs controlled via Haiku model and tight max_tokens

Error Handling

Error Cause Solution
API Error Check error type and status code See clade-common-errors

Examples

See GitHub Actions YAML, Mock Strategy with Vitest, Integration Test with real API, and Cost Control table above.

Resources

Next Steps

See clade-deploy-integration for deploying to production.

Prerequisites

  • GitHub repository with Actions enabled
  • ANTHROPIC_API_KEY stored as GitHub Actions secret
  • Test framework installed (Vitest, Jest, or pytest)

Instructions

Step 1: Review the patterns below

Each section contains production-ready code examples. Copy and adapt them to your use case.

Step 2: Apply to your codebase

Integrate the patterns that match your requirements. Test each change individually.

Step 3: Verify

Run your test suite to confirm the integration works correctly.

信息
Category 编程开发
Name clade-ci-integration
版本 v20260423
大小 3.33KB
更新时间 2026-04-28
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